Publication Uncovering Milestone Papers: A Network Diffusion and Game Theory Approach Wei Zhang, Juyang Cao, Manuel Sebastian Mariani, Zhen-Zhen Wang, Mingyang Zhou, Wei Chen, Hao Liao Journal of Informetrics | August 2024, Vol 18(3)
Publication LordNet: An efficient neural network for learning to solve parametric partial differential equations without simulated data Xinquan Huang, Wenlei Shi, Xiaotian Gao, Xinran wei, Jia Zhang, Jiang Bian, Mao Yang, Tie-Yan Liu Neural Networks | August 2024
Publication Q-Sparse: All Large Language Models can be Fully Sparsely-Activated Hongyu Wang, Shuming Ma, Ruiping Wang, Furu Wei July 2024 arXiv | July 2024
Publication Combinatorial Multivariant Multi-Armed Bandits with Applications to Episodic Reinforcement Learning and Beyond Xutong Liu, Siwei Wang, Jinhang Zuo, Han Zhong, Xuchuang Wang, Zhiyong Wang, Shuai Li, Mohammad Hajiesmaili, John C.S. Lui, Wei Chen Proceedings of the 41st International Conference on Machine Learning (ICML) | July 2024
Publication Low latency carbon budget analysis reveals a large decline of the land carbon sink in 2023 Piyu Ke, P. Ciais, S. Sitch, Wei Li, Ana Bastos, Zhu Liu, Yidi Xu, Xiaofan Gui, Jiang Bian, D. Goll, Yi Xi, Wanjing Li, Mike O’Sullivan, Jeffeson Goncalves de Souza, P. Friedlingstein, F. Chevallier National Science Review | July 2024
Publication CLAVE: An Adaptive Framework for Evaluating Values of LLM Generated Responses Jing Yao, Xiaoyuan Yi, Xing Xie NeurIPS 2024 | July 2024
Publication Autoregressive Speech Synthesis without Vector Quantization Lingwei Meng, Long Zhou, Shujie Liu, Sanyuan Chen, Bing Han, Shujie Hu, Yanqing Liu, Jinyu Li, Sheng Zhao, Xixin Wu, Helen Meng, Furu Wei July 2024 arXiv | July 2024 Project
Publication Video In-context Learning Wentao Zhang, Junliang Guo, Tianyu He, Li Zhao, Linli Xu, Jiang Bian July 2024 arXiv | July 2024 Project
Publication Pre-gated MoE: An Algorithm-System Co-Design for Fast and Scalable Mixture-of-Expert Inference Ranggi Hwang, Jianyu Wei, Shijie Cao, Changho Hwang, Xiaohu Tang, Ting Cao, Mao Yang ISCA 2024 | July 2024 Microsoft Research Focus https://cm-edgetun.pages.dev/en-us/research/blog/research-focus-week-of-july-15-2024/
Publication SuperBench: Improving Cloud AI Infrastructure Reliability with Proactive Validation Yifan Xiong, Yuting Jiang, Ziyue Yang, Lei Qu, Guoshuai Zhao, Shuguang Liu, Dong Zhong, Boris Pinzur, Jie Zhang, Yang Wang, Jithin Jose, Hossein Pourreza, Jeff Baxter, Kushal Datta, Prabhat Ram, Luke Melton, Joe Chau, Peng Cheng, Yongqiang Xiong, Lidong Zhou USENIX ATC | July 2024 Best Paper Award
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