Publication fAIlureNotes: Supporting Designers in Understanding the Limits of AI Models for Computer Vision Tasks Steven Moore, Q. Vera Liao, Hariharan Subramonyam CHI 2023 | April 2023
Publication Automatic Feasibility Study via Data Quality Analysis for ML: A Case-Study on Label Noise Cedric Renggli, Luka Rimanic, Luka Kolar, Wentao Wu, Ce Zhang IEEE 39th International Conference on Data Engineering (ICDE 2023) | April 2023
Publication Prototypical Fine-tuning: Towards Robust Performance Under Varying Data Sizes Yiqiao Jin, Xiting Wang, Yaru Hao, Yizhou Sun, Xing Xie AAAI Conference on Artificial Intelligence (AAAI) | April 2023
Publication Multi-Grained Topological Pre-Training of Language Models in Sponsored Search Zhoujin Tian, Chaozhuo Li, Zhiqiang Zuo, Haizhen Huang, Xing Xie, Qi Zhang SIGIR 2023 | April 2023
Publication “What It Wants Me To Say”: Bridging the Abstraction Gap Between End-User Programmers and Code-Generating Large Language Models Michael Xieyang Liu, Advait Sarkar, Carina Negreanu, Ben Zorn, Jack Williams, Neil Toronto, Andy Gordon Proceedings of the ACM CHI Conference on Human Factors in Computing Systems | April 2023 Honorable mention Video Project Project
Publication Inference with Reference: Lossless Acceleration of Large Language Models Nan Yang, Tao Ge, Liang Wang, Binxing Jiao, Daxin Jiang (姜大昕), Linjun Yang, Rangan Majumder, Furu Wei MSR-TR-2023-17 | April 2023 Published by Microsoft
Publication Studies of Part-to-Whole Glanceable Visualizations on Smartwatch Faces Tanja Blascheck, Lonni Besançon, Anastasia Bezerianos, Bongshin Lee, Alaul Islam, Tingying He, Petra Isenberg IEEE PacificVis | April 2023 Project
Publication Designerly Understanding: Information Needs for Model Transparency to Support Design Ideation for AI-Powered User Experience Q. Vera Liao, Hariharan Subramonyam, Jennifer Wang, Jennifer Wortman Vaughan 2023 ACM CHI Conference on Human Factors in Computing Systems (CHI 2023) | April 2023 Project
Publication Understanding People’s Concerns and Attitudes Toward Smart Cities Pardis Emami-Naeini, Joseph Breda, Wei Dai, Tadayoshi Kohno, Kim Laine, Shwetak Patel, Franziska Roesner April 2023
Publication Instruction Tuning with GPT-4 Baolin Peng, Chunyuan Li, Pengcheng He, Michel Galley, Jianfeng Gao MSR-TR-2023-35 | April 2023 Published by Microsoft Project Page: https://instruction-tuning-with-gpt-4.github.io/ Project