{"id":1116951,"date":"2025-01-09T22:58:07","date_gmt":"2025-01-10T06:58:07","guid":{"rendered":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/?post_type=msr-blog-post&#038;p=1116951"},"modified":"2025-01-10T00:51:27","modified_gmt":"2025-01-10T08:51:27","slug":"microsoft-research-asia-2024-annual-technology-exhibition-an-ai-journey-into-the-future","status":"publish","type":"msr-blog-post","link":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/articles\/microsoft-research-asia-2024-annual-technology-exhibition-an-ai-journey-into-the-future\/","title":{"rendered":"Microsoft Research Asia 2024 annual technology exhibition: An AI journey into the future"},"content":{"rendered":"\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"871\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/\u753b\u677f-1-\u62f7\u8d1d-8-871x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1117134\" style=\"width:737px;height:auto\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/\u753b\u677f-1-\u62f7\u8d1d-8-871x1024.png 871w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/\u753b\u677f-1-\u62f7\u8d1d-8-255x300.png 255w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/\u753b\u677f-1-\u62f7\u8d1d-8-768x903.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/\u753b\u677f-1-\u62f7\u8d1d-8-1306x1536.png 1306w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/\u753b\u677f-1-\u62f7\u8d1d-8-153x180.png 153w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/\u753b\u677f-1-\u62f7\u8d1d-8.png 1500w\" sizes=\"auto, (max-width: 871px) 100vw, 871px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"exhibition-map\">Exhibition map<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1500\" height=\"2608\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/\u753b\u677f-1-26.png\" alt=\"graphical user interface\" class=\"wp-image-1117140\" style=\"width:741px;height:auto\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/\u753b\u677f-1-26.png 1500w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/\u753b\u677f-1-26-173x300.png 173w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/\u753b\u677f-1-26-589x1024.png 589w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/\u753b\u677f-1-26-768x1335.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/\u753b\u677f-1-26-883x1536.png 883w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/\u753b\u677f-1-26-1178x2048.png 1178w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/\u753b\u677f-1-26-104x180.png 104w\" sizes=\"auto, (max-width: 1500px) 100vw, 1500px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"exhibition-zone-1\">Exhibition zone 1: AI foundation: Innovation frontiers<\/h2>\n\n\n\n<p>Welcome to the first exhibition zone, where you\u2019ll discover Microsoft Research Asia\u2019s groundbreaking advances in foundational AI research, covering areas like model architecture, algorithm optimization, system networks, and data processing. Together, they push the boundaries of AI\u2019s potential and establish a robust foundation for its evolution.<\/p>\n\n\n\n<p><strong>Booth A: Capability leap \u2013 Innovations in model architecture<\/strong><\/p>\n\n\n\n<p>As AI advances at an unprecedented pace, the limitations of traditional model architectures are becoming apparent. This booth highlights the designs and implementations of novel model architectures created to substantially improve performance.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/publication\/differential-transformer\/\"><img loading=\"lazy\" decoding=\"async\" width=\"852\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-a-1-852x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1116987\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-a-1-852x1024.png 852w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-a-1-250x300.png 250w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-a-1-768x923.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-a-1-1278x1536.png 1278w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-a-1-1704x2048.png 1704w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-a-1-150x180.png 150w\" sizes=\"auto, (max-width: 852px) 100vw, 852px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/publication\/you-only-cache-once-decoder-decoder-architectures-for-language-models\/\"><img loading=\"lazy\" decoding=\"async\" width=\"852\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-a-2-852x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1116990\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-a-2-852x1024.png 852w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-a-2-250x300.png 250w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-a-2-768x923.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-a-2-1278x1536.png 1278w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-a-2-1704x2048.png 1704w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-a-2-150x180.png 150w\" sizes=\"auto, (max-width: 852px) 100vw, 852px\" \/><\/a><\/figure>\n\n\n\n<p><strong>Booth B: Performance acceleration \u2013 Low-bit quantization and efficient inference<\/strong><\/p>\n\n\n\n<p>To optimize AI model performance while significantly reducing inference costs, Microsoft Research Asia has explored advanced low-bit quantization techniques and inference optimization methods. The goal is to deliver low-cost, highly efficient solutions and make AI an essential component of modern infrastructure, much like water and electricity.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/publication\/the-era-of-1-bit-llms-all-large-language-models-are-in-1-58-bits\/\"><img loading=\"lazy\" decoding=\"async\" width=\"852\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-b-1-852x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1116993\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-b-1-852x1024.png 852w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-b-1-250x300.png 250w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-b-1-768x923.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-b-1-1278x1536.png 1278w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-b-1-1704x2048.png 1704w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-b-1-150x180.png 150w\" sizes=\"auto, (max-width: 852px) 100vw, 852px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/publication\/q-sparse-all-large-language-models-can-be-fully-sparsely-activated\/\"><img loading=\"lazy\" decoding=\"async\" width=\"852\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-b-2-852x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1116996\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-b-2-852x1024.png 852w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-b-2-250x300.png 250w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-b-2-768x923.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-b-2-1278x1536.png 1278w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-b-2-1704x2048.png 1704w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-b-2-150x180.png 150w\" sizes=\"auto, (max-width: 852px) 100vw, 852px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/articles\/nnscaler-exploring-a-new-paradigm-for-parallel-execution-in-deep-learning\/\"><img loading=\"lazy\" decoding=\"async\" width=\"852\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-b-3-852x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1116999\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-b-3-852x1024.png 852w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-b-3-250x300.png 250w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-b-3-768x923.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-b-3-1278x1536.png 1278w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-b-3-1704x2048.png 1704w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-b-3-150x180.png 150w\" sizes=\"auto, (max-width: 852px) 100vw, 852px\" \/><\/a><\/figure>\n\n\n\n<p><strong>Booth C: Cognitive expansion \u2013 Processing long contexts and external knowledge<\/strong><\/p>\n\n\n\n<p>As large models are applied to a growing number of domains, enhancing their ability to use external knowledge and process ultra-long contexts (lengthy inputs) presents new challenges. This booth explores innovative approaches to improving these capabilities.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/publication\/longrope-extending-llm-context-window-beyond-2-million-tokens\/\"><img loading=\"lazy\" decoding=\"async\" width=\"852\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-c-1-852x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1117002\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-c-1-852x1024.png 852w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-c-1-250x300.png 250w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-c-1-768x923.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-c-1-1278x1536.png 1278w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-c-1-1704x2048.png 1704w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-c-1-150x180.png 150w\" sizes=\"auto, (max-width: 852px) 100vw, 852px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/publication\/retrieval-augmented-generation-rag-and-beyond-a-comprehensive-survey-on-how-to-make-your-llms-use-external-data-more-wisely\/\"><img loading=\"lazy\" decoding=\"async\" width=\"852\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-c-2-852x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1117005\" style=\"width:853px;height:auto\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-c-2-852x1024.png 852w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-c-2-250x300.png 250w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-c-2-768x923.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-c-2-1278x1536.png 1278w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-c-2-1704x2048.png 1704w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-c-2-150x180.png 150w\" sizes=\"auto, (max-width: 852px) 100vw, 852px\" \/><\/a><\/figure>\n\n\n\n<p><strong>Booth D: Foundational platforms \u2013 Innovations in systems and infrastructure<\/strong><\/p>\n\n\n\n<p>In the age of large models, traditional computing systems face unprecedented challenges and new opportunities. Microsoft Research Asia is leading innovations in supercomputing, cloud computing, and distributed systems, laying the foundation for the next-generation of AI infrastructure.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"852\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-d-1-852x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1117008\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-d-1-852x1024.png 852w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-d-1-250x300.png 250w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-d-1-768x923.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-d-1-1278x1536.png 1278w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-d-1-1704x2048.png 1704w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-d-1-150x180.png 150w\" sizes=\"auto, (max-width: 852px) 100vw, 852px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/unified-database-laying-the-foundation-for-large-language-model-vertical-applications\/\"><img loading=\"lazy\" decoding=\"async\" width=\"852\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-d-2-6780bf2019496-852x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1117074\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-d-2-6780bf2019496-852x1024.png 852w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-d-2-6780bf2019496-250x300.png 250w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-d-2-6780bf2019496-768x923.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-d-2-6780bf2019496-1278x1536.png 1278w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-d-2-6780bf2019496-150x180.png 150w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-d-2-6780bf2019496.png 1500w\" sizes=\"auto, (max-width: 852px) 100vw, 852px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"852\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-d-3-852x1024.jpg\" alt=\"graphical user interface\" class=\"wp-image-1117257\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-d-3-852x1024.jpg 852w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-d-3-250x300.jpg 250w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-d-3-768x923.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-d-3-1278x1536.jpg 1278w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-d-3-1704x2048.jpg 1704w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-1-booth-d-3-150x180.jpg 150w\" sizes=\"auto, (max-width: 852px) 100vw, 852px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"exhibition-zone-2-ai-horizons-from-research-to-real-world-impact\">Exhibition zone 2: AI horizons \u2013 From research to real-world impact<\/h2>\n\n\n\n<p>In the \u201cAI horizons\u201d exhibition zone, we highlight the journey of AI technologies from groundbreaking research to reality. Spanning healthcare, scientific discovery, sustainability, and industrial applications, Microsoft Research Asia\u2019s innovations are helping drive societal progress and improving quality of life.<\/p>\n\n\n\n<p><strong>Booth A: Safeguarding health \u2013 Advancing medical precision and personalized care<\/strong><\/p>\n\n\n\n<p>In the medical and healthcare fields, early diagnosis and personalized treatment are essential for improving patient care and outcomes. This booth showcases how multimodal large models and advanced data analysis tools help healthcare professionals identify disease indicators sooner, enabling timely intervention and more effective treatment.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"852\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-a-1-852x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1117017\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-a-1-852x1024.png 852w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-a-1-250x300.png 250w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-a-1-768x923.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-a-1-1278x1536.png 1278w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-a-1-1704x2048.png 1704w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-a-1-150x180.png 150w\" sizes=\"auto, (max-width: 852px) 100vw, 852px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/articles\/guarding-human-health-ai-empowers-innovative-applications-in-healthcare\/\"><img loading=\"lazy\" decoding=\"async\" width=\"852\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-a-2-852x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1117020\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-a-2-852x1024.png 852w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-a-2-250x300.png 250w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-a-2-768x923.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-a-2-1278x1536.png 1278w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-a-2-1704x2048.png 1704w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-a-2-150x180.png 150w\" sizes=\"auto, (max-width: 852px) 100vw, 852px\" \/><\/a><\/figure>\n\n\n\n<p><strong>Booth B: Green pioneers \u2013 AI solutions for sustainability<\/strong><\/p>\n\n\n\n<p>As the global challenge of climate change intensifies, managing and reducing carbon emissions has become a top priority for governments and businesses. AI provides powerful solutions to optimize resource management, minimize environmental impact, and help achieve climate goals.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/data-driven-model-improves-accuracy-in-predicting-ev-battery-degradation\/\"><img loading=\"lazy\" decoding=\"async\" width=\"852\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-b-1-852x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1117023\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-b-1-852x1024.png 852w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-b-1-250x300.png 250w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-b-1-768x923.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-b-1-1278x1536.png 1278w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-b-1-1704x2048.png 1704w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-b-1-150x180.png 150w\" sizes=\"auto, (max-width: 852px) 100vw, 852px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/articles\/low-latency-carbon-budget-analysis-reveals-large-decline-in-land-carbon-sink-2023\/\"><img loading=\"lazy\" decoding=\"async\" width=\"852\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-b-2-852x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1117026\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-b-2-852x1024.png 852w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-b-2-250x300.png 250w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-b-2-768x923.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-b-2-1278x1536.png 1278w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-b-2-1704x2048.png 1704w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-b-2-150x180.png 150w\" sizes=\"auto, (max-width: 852px) 100vw, 852px\" \/><\/a><\/figure>\n\n\n\n<p><strong>Booth C: Engines of scientific exploration \u2013 From astronomy to geology<\/strong><\/p>\n\n\n\n<p>This booth highlights how AI equips researchers in astronomy and geology with groundbreaking tools and methodologies, driving advances in scientific exploration.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/publication\/interpreting-multi-band-galaxy-observations-with-large-language-model-based-agents\/\"><img loading=\"lazy\" decoding=\"async\" width=\"852\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-c-1-852x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1117029\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-c-1-852x1024.png 852w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-c-1-250x300.png 250w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-c-1-768x923.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-c-1-1278x1536.png 1278w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-c-1-1704x2048.png 1704w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-c-1-150x180.png 150w\" sizes=\"auto, (max-width: 852px) 100vw, 852px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/publication\/mmlu-cf-a-contamination-free-multi-task-language-understanding-benchmark\/\"><img loading=\"lazy\" decoding=\"async\" width=\"852\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-c-2-852x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1117032\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-c-2-852x1024.png 852w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-c-2-250x300.png 250w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-c-2-768x923.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-c-2-1278x1536.png 1278w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-c-2-1704x2048.png 1704w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-c-2-150x180.png 150w\" sizes=\"auto, (max-width: 852px) 100vw, 852px\" \/><\/a><\/figure>\n\n\n\n<p><strong>Booth D: Empowering industries \u2013 Foundation models for industrial applications<\/strong><\/p>\n\n\n\n<p>Rapid advances in AI technologies are unlocking significant commercial value across industries. Microsoft Research Asia has focused on pretraining large models with industrial data with the goal of developing tools with cross-domain capabilities, enabling accurate predictions, efficient decision-making, and intelligent simulations.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/mars-a-unified-financial-market-simulation-engine-in-the-era-of-generative-foundation-models\/\"><img loading=\"lazy\" decoding=\"async\" width=\"852\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-d-1-852x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1117035\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-d-1-852x1024.png 852w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-d-1-250x300.png 250w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-d-1-768x923.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-d-1-1278x1536.png 1278w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-d-1-1704x2048.png 1704w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-d-1-150x180.png 150w\" sizes=\"auto, (max-width: 852px) 100vw, 852px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/articles\/towards-industrial-foundation-models-integrating-large-language-models-with-industrial-data-intelligence\/\"><img loading=\"lazy\" decoding=\"async\" width=\"852\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-d-2-852x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1117038\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-d-2-852x1024.png 852w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-d-2-250x300.png 250w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-d-2-768x923.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-d-2-1278x1536.png 1278w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-d-2-1704x2048.png 1704w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-d-2-150x180.png 150w\" sizes=\"auto, (max-width: 852px) 100vw, 852px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/articles\/rd-agent-an-open-source-solution-for-smarter-rd\/\"><img loading=\"lazy\" decoding=\"async\" width=\"852\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-d-3-852x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1117041\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-d-3-852x1024.png 852w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-d-3-250x300.png 250w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-d-3-768x923.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-d-3-1278x1536.png 1278w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-d-3-1704x2048.png 1704w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-2-booth-d-3-150x180.png 150w\" sizes=\"auto, (max-width: 852px) 100vw, 852px\" \/><\/a><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"exhibition-zone-3-ai-future-harmonizing-humanity-and-ai\">Exhibition zone 3: AI future \u2013 Harmonizing humanity and AI<\/h2>\n\n\n\n<p>Microsoft Research Asia is dedicated to advancing innovations that promote the harmonious coexistence of AI and society. Here, we showcase cutting-edge work in human-machine interaction. We also explore how technology can better serve humanity, drawing inspiration from human intelligence. These efforts aim to drive progress in both technology and society, paving the way for a smarter, more harmonious, and sustainable future.<\/p>\n\n\n\n<p><strong>Booth A: Multimodal generation \u2013 Inspiring creativity and expression<\/strong><\/p>\n\n\n\n<p>By integrating text, images, audio, and video, multimodal technologies enable richer, more natural interactive experiences. Microsoft Research Asia\u2019s tools and innovations enhance creative expression across diverse fields, including art, education, and entertainment.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/publication\/vasa-1-lifelike-audio-driven-talking-faces-generated-in-real-time\/\"><img loading=\"lazy\" decoding=\"async\" width=\"852\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-a-1-852x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1117047\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-a-1-852x1024.png 852w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-a-1-250x300.png 250w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-a-1-768x923.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-a-1-1278x1536.png 1278w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-a-1-1704x2048.png 1704w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-a-1-150x180.png 150w\" sizes=\"auto, (max-width: 852px) 100vw, 852px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/articles\/vall-e-2-enhancing-the-robustness-and-naturalness-of-text-to-speech-models\/\"><img loading=\"lazy\" decoding=\"async\" width=\"852\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-a-2-852x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1117050\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-a-2-852x1024.png 852w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-a-2-250x300.png 250w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-a-2-768x923.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-a-2-1278x1536.png 1278w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-a-2-1704x2048.png 1704w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-a-2-150x180.png 150w\" sizes=\"auto, (max-width: 852px) 100vw, 852px\" \/><\/a><\/figure>\n\n\n\n<p><strong>Booth B: Brain-inspired design \u2013 The evolution of AI<\/strong><\/p>\n\n\n\n<p>Microsoft Research Asia is pioneering brain-inspired AI architectures, inspired by neurons, network layers, and higher-level system structures. These innovations are advancing AI networks toward greater energy efficiency, better performance, and lower power consumption. They also establish the theoretical groundwork and methodologies for developing embodied intelligence.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/innovations-in-ai-brain-inspired-design-for-more-capable-and-sustainable-technology\/\"><img loading=\"lazy\" decoding=\"async\" width=\"852\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-b-1-852x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1117053\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-b-1-852x1024.png 852w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-b-1-250x300.png 250w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-b-1-768x923.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-b-1-1278x1536.png 1278w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-b-1-1704x2048.png 1704w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-b-1-150x180.png 150w\" sizes=\"auto, (max-width: 852px) 100vw, 852px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/innovations-in-ai-brain-inspired-design-for-more-capable-and-sustainable-technology\/\"><img loading=\"lazy\" decoding=\"async\" width=\"852\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-b-2-852x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1117056\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-b-2-852x1024.png 852w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-b-2-250x300.png 250w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-b-2-768x923.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-b-2-1278x1536.png 1278w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-b-2-1704x2048.png 1704w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-b-2-150x180.png 150w\" sizes=\"auto, (max-width: 852px) 100vw, 852px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/synergizing-habits-and-goals-with-variational-bayes-a-new-framework-for-biological-and-artificial-embodied-agents\/\"><img loading=\"lazy\" decoding=\"async\" width=\"852\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-b-3-852x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1117059\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-b-3-852x1024.png 852w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-b-3-250x300.png 250w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-b-3-768x923.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-b-3-1278x1536.png 1278w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-b-3-1704x2048.png 1704w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-b-3-150x180.png 150w\" sizes=\"auto, (max-width: 852px) 100vw, 852px\" \/><\/a><\/figure>\n\n\n\n<p><strong>Booth C: Societal AI \u2013 Building a responsible, intelligent future<\/strong><\/p>\n\n\n\n<p>As large models become increasingly integrated into daily life, they introduce significant technological and societal challenges. Microsoft Research Asia prioritizes societal responsibility in AI, fostering interdisciplinary collaborations to guide its responsible development. The following projects exemplify this commitment:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"852\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-c-1-852x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1117062\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-c-1-852x1024.png 852w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-c-1-250x300.png 250w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-c-1-768x923.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-c-1-1278x1536.png 1278w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-c-1-1704x2048.png 1704w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-c-1-150x180.png 150w\" sizes=\"auto, (max-width: 852px) 100vw, 852px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/publication\/clave-an-adaptive-framework-for-evaluating-values-of-llm-generated-responses\/\"><img loading=\"lazy\" decoding=\"async\" width=\"852\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-c-2-852x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1117065\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-c-2-852x1024.png 852w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-c-2-250x300.png 250w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-c-2-768x923.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-c-2-1278x1536.png 1278w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-c-2-1704x2048.png 1704w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-c-2-150x180.png 150w\" sizes=\"auto, (max-width: 852px) 100vw, 852px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/publication\/culturellm-incorporating-cultural-differences-into-large-language-models\/\"><img loading=\"lazy\" decoding=\"async\" width=\"852\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-c-3-852x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1117068\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-c-3-852x1024.png 852w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-c-3-250x300.png 250w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-c-3-768x923.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-c-3-1278x1536.png 1278w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-c-3-1704x2048.png 1704w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-3-booth-c-3-150x180.png 150w\" sizes=\"auto, (max-width: 852px) 100vw, 852px\" \/><\/a><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"special-exhibition-awards\">Special exhibition: Awards<\/h2>\n\n\n\n<p>This special exhibition highlights Microsoft Research Asia\u2019s most significant technological milestones of 2024. Recognition from academia and industry reflects our researchers\u2019 dedication and reinforces our commitment to innovation and technological transformation.<\/p>\n\n\n\n<p><strong>Test-of-time award<\/strong>: The following research achievement was honoredfor its enduring significance and profound impact on the field of computer science.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/www.sigmobile.org\/grav\/awards\/test-of-time-paper\"><img loading=\"lazy\" decoding=\"async\" width=\"908\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-test-of-time-6780c12e78b1c-908x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1117122\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-test-of-time-6780c12e78b1c-908x1024.png 908w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-test-of-time-6780c12e78b1c-266x300.png 266w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-test-of-time-6780c12e78b1c-768x866.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-test-of-time-6780c12e78b1c-1362x1536.png 1362w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-test-of-time-6780c12e78b1c-160x180.png 160w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-test-of-time-6780c12e78b1c.png 1500w\" sizes=\"auto, (max-width: 908px) 100vw, 908px\" \/><\/a><\/figure>\n\n\n\n<p><strong>Best paper awards<\/strong>: These research projects represent significant breakthroughs in computer science and lay a solid foundation for future technological development.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/publication\/not-all-tokens-are-what-you-need-for-pretraining\/\"><img loading=\"lazy\" decoding=\"async\" width=\"908\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-1-908x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1117083\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-1-908x1024.png 908w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-1-266x300.png 266w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-1-768x866.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-1-1362x1536.png 1362w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-1-1816x2048.png 1816w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-1-160x180.png 160w\" sizes=\"auto, (max-width: 908px) 100vw, 908px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/publication\/autothrottle\/\"><img loading=\"lazy\" decoding=\"async\" width=\"908\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-2-908x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1117086\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-2-908x1024.png 908w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-2-266x300.png 266w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-2-768x866.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-2-1362x1536.png 1362w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-2-1816x2048.png 1816w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-2-160x180.png 160w\" sizes=\"auto, (max-width: 908px) 100vw, 908px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/publication\/retrievalattention-accelerating-long-context-llm-inference-via-vector-retrieval\/\"><img loading=\"lazy\" decoding=\"async\" width=\"908\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-3-908x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1117089\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-3-908x1024.png 908w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-3-266x300.png 266w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-3-768x866.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-3-1362x1536.png 1362w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-3-1816x2048.png 1816w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-3-160x180.png 160w\" sizes=\"auto, (max-width: 908px) 100vw, 908px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/articles\/usenix-atc-2024-best-paper-how-microsoft-is-improving-cloud-ai-infrastructure-reliability\/\"><img loading=\"lazy\" decoding=\"async\" width=\"908\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-4-908x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1117092\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-4-908x1024.png 908w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-4-266x300.png 266w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-4-768x866.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-4-1362x1536.png 1362w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-4-1816x2048.png 1816w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-4-160x180.png 160w\" sizes=\"auto, (max-width: 908px) 100vw, 908px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/publication\/viseval-a-benchmark-for-data-visualization-in-the-era-of-large-language-models\/\"><img loading=\"lazy\" decoding=\"async\" width=\"908\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-5-908x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1117095\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-5-908x1024.png 908w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-5-266x300.png 266w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-5-768x866.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-5-1362x1536.png 1362w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-5-1816x2048.png 1816w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-5-160x180.png 160w\" sizes=\"auto, (max-width: 908px) 100vw, 908px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/publication\/exploring-the-feasibility-of-remote-cardiac-auscultation-using-earphones\/\"><img loading=\"lazy\" decoding=\"async\" width=\"908\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-6-908x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1117098\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-6-908x1024.png 908w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-6-266x300.png 266w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-6-768x866.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-6-1362x1536.png 1362w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-6-1816x2048.png 1816w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-6-160x180.png 160w\" sizes=\"auto, (max-width: 908px) 100vw, 908px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/publication\/convstencil-transform-stencil-computation-to-matrix-multiplication-on-tensor-cores\/\"><img loading=\"lazy\" decoding=\"async\" width=\"908\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-7-908x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1117101\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-7-908x1024.png 908w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-7-266x300.png 266w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-7-768x866.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-7-1362x1536.png 1362w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-7-1816x2048.png 1816w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-7-160x180.png 160w\" sizes=\"auto, (max-width: 908px) 100vw, 908px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/publication\/layoutlm-pre-training-of-text-and-layout-for-document-image-understanding\/\"><img loading=\"lazy\" decoding=\"async\" width=\"908\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-8-6780c198af370-908x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1117125\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-8-6780c198af370-908x1024.png 908w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-8-6780c198af370-266x300.png 266w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-8-6780c198af370-768x866.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-8-6780c198af370-1362x1536.png 1362w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-8-6780c198af370-160x180.png 160w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-best-papers-8-6780c198af370.png 1500w\" sizes=\"auto, (max-width: 908px) 100vw, 908px\" \/><\/a><\/figure>\n\n\n\n<p><strong>Personal honors<\/strong>: Congratulations to colleagues who were recognized for their research, engineering, and community contributions:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"852\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-people-1-852x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1117107\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-people-1-852x1024.png 852w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-people-1-250x300.png 250w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-people-1-768x923.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-people-1-1278x1536.png 1278w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-people-1-1704x2048.png 1704w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-people-1-150x180.png 150w\" sizes=\"auto, (max-width: 852px) 100vw, 852px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"852\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-people-2-6780c1c600b3c-852x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1117128\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-people-2-6780c1c600b3c-852x1024.png 852w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-people-2-6780c1c600b3c-250x300.png 250w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-people-2-6780c1c600b3c-768x923.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-people-2-6780c1c600b3c-1278x1536.png 1278w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-people-2-6780c1c600b3c-150x180.png 150w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-people-2-6780c1c600b3c.png 1500w\" sizes=\"auto, (max-width: 852px) 100vw, 852px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"852\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-people-3-6780c1ca647b5-852x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1117131\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-people-3-6780c1ca647b5-852x1024.png 852w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-people-3-6780c1ca647b5-250x300.png 250w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-people-3-6780c1ca647b5-768x923.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-people-3-6780c1ca647b5-1278x1536.png 1278w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-people-3-6780c1ca647b5-150x180.png 150w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-people-3-6780c1ca647b5.png 1500w\" sizes=\"auto, (max-width: 852px) 100vw, 852px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"852\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-people-4-852x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1117116\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-people-4-852x1024.png 852w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-people-4-250x300.png 250w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-people-4-768x923.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-people-4-1278x1536.png 1278w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-people-4-1704x2048.png 1704w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-people-4-150x180.png 150w\" sizes=\"auto, (max-width: 852px) 100vw, 852px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"852\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-people-5-852x1024.png\" alt=\"graphical user interface\" class=\"wp-image-1117119\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-people-5-852x1024.png 852w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-people-5-250x300.png 250w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-people-5-768x923.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-people-5-1278x1536.png 1278w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-people-5-1704x2048.png 1704w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/01\/msra-2024-tech-exhibition-zone-4-people-5-150x180.png 150w\" sizes=\"auto, (max-width: 852px) 100vw, 852px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"shaping-the-future-of-research-and-collaboration\">Shaping the future of research and collaboration<\/h2>\n\n\n\n<p>Thank you for visiting this exhibition! We hope it has been a journey of discovery and a source of inspiration, sparking new ideas about the limitless possibilities of innovation. In this era of rapid technological evolution, Microsoft Research Asia remains committed to openness and collaboration, advancing foundational and applied research to help shape a smarter, more harmonious future.<\/p>\n\n\n\n<p>We deeply appreciate your support over the past year. We wish you continued success and growth in your research endeavors in 2025, and we look forward to embarking on future AI journeys together.<\/p>\n\n\n\n<p><a id=\"_msocom_1\"><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Welcome to the first exhibition zone, where you\u2019ll discover Microsoft Research Asia\u2019s groundbreaking advances in foundational AI research, covering areas like model architecture, algorithm optimization, system networks, and data processing. Together, they push the boundaries of AI\u2019s potential and establish a robust foundation for its evolution. 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