Publication STEAM: Observability-Preserving Trace Sampling Shilin He, Botao Feng, Liqun Li, Xu Zhang, Yu Kang, Qingwei Lin 林庆维, Saravan Rajmohan, Dongmei Zhang ESEC/FSE 2023 | November 2023 Project Project
Publication Assess and Summarize: Improve Outage Understanding with Large Language Models Pengxiang Jin, Shenglin Zhang, Minghua Ma, Haozhe Li, Yu Kang, Liqun Li, Yudong Liu, Bo Qiao, Chaoyun Zhang, Pu Zhao, Shilin He, Federica Sarro, Yingnong Dang, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang ESEC/FSE 2023 | November 2023 Project Project
Publication TextDiffuser-2: Unleashing the Power of Language Models for Text Rendering Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, Furu Wei November 2023
Publication Evaluating General-Purpose AI with Psychometrics Xiting Wang, Liming Jiang, Jose Hernandez-Orallo, Luning Sun, David Stillwell, Fang Luo, Xing Xie MSR-TR-2023-41 | October 2023 Published by Microsoft
Publication CompeteAI: Understanding the Competition Behaviors in Large Language Model-based Agents Qinlin Zhao, Jindong Wang, Yixuan Zhang, Yiqiao Jin, Kaijie Zhu, Hao Chen, Xing Xie ICML 2024 | October 2023
Publication SPFresh: Incremental In-Place Update for Billion-Scale Vector Search Yuming Xu, Hengyu Liang, Jin Li, Shuotao Xu, Qi Chen, Qianxi Zhang, Cheng Li , Ziyue Yang, Fan Yang, Yuqing Yang, Peng Cheng, Mao Yang SOSP’23 | October 2023 Microsoft Research Blog https://new-cm-edgedigital.pages.dev/en-us/research/blog/unified-database-laying-the-foundation-for-large-language-model-vertical-applications/
Publication PIT: Optimization of Dynamic Sparse Deep Learning Models via Permutation Invariant Transformation Ningxin Zheng, Huiqiang Jiang, Quanlu Zhang, Zhenhua Han, Lingxiao Ma, Yuqing Yang, Fan Yang, Chengruidong Zhang, Lili Qiu, Mao Yang, Lidong Zhou The 29th ACM Symposium on Operating Systems Principles | October 2023
Publication Large-scale Video Analytics with Cloud–Edge Collaborative Continuous Learning Ya Nan, Shiqi Jiang, Mo Li ACM Transactions on Sensor Network | October 2023, Vol 20(1): pp. 1-23
Publication BitNet: Scaling 1-bit Transformers for Large Language Models Hongyu Wang, Shuming Ma, Li Dong, Shaohan Huang, Huaijie Wang, Lingxiao Ma, Fan Yang, Ruiping Wang, Yi Wu, Furu Wei October 2023
Publication Leveraging Large Language Model for Automatic Evolving of Industrial Data-Centric R&D Cycle Xu Yang, Xiao Yang, Weiqing Liu, Jinhui Li, Peng Yu, Zeqi Ye, Jiang Bian October 2023 Video
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