Qi Chen

Principal Researcher

Papiers de Collaboration

Afficher par:

- Velocitune: A Velocity-based Dynamic Domain Reweighting Method for Continual Pre-training
  
  Zheheng Luo, Xin Zhang, Xiao Liu, Haoling Li, Yeyun Gong, Qi Chen, Peng Cheng
  
  ACL | August 2025
  
  DOI Publication Publication
- DistributedANN: Efficient Scaling of a Single DiskANN Graph Across Thousands of Computers
  
  Philip Adams, Menghao Li, Shi Zhang, Li Tan, Mingqin Li, Qi Chen, Knut Magne Risvik, Jason (Zengzhong) Li, Harsha Simhadri
  
  The 1st Workshop on Vector Databases at the 2025 International Conference on Machine Learning | July 2025
  
  PDF
- Enhancing Large Language Model Performance with Gradient-Based Parameter Selection
  
  Haoling Li, Xin Zhang, Xiao Liu, Yeyun Gong, Yifan Wang, Qi Chen, Peng Cheng
  
  AAAI Conference on Artificial Intelligence, 2025 | April 2025
  
  Oral Presentation
  
  DOI Publication
- Integrative Decoding: Improve Factuality via Implicit Self-consistency
  
  Yi Cheng, Xiao Liang, Yeyun Gong, Wen Xiao, Song Wang, Yuji Zhang, Wenjun Hou, Kaishuai Xu, Wenge Liu, Wenjie Li, Jian Jiao, Qi Chen, Peng Cheng, Wayne Xiong
  
  ICLR 2025 | January 2025
  
  DOI Publication Publication
- EpiCoder: Encompassing Diversity and Complexity in Code Generation
  
  Yaoxiang Wang, Haoling Li, Xin Zhang, Jie Wu, Xiao Liu, Wenxiang Hu, Zhongxin Guo, Yangyu Huang, Ying Xin, Yujiu Yang, Jinsong Su, Qi Chen, Scarlett Li
  
  ICML 2025 | January 2025
  
  DOI Publication Publication
- IRGen: Generative Modeling for Image Retrieval
  
  Yidan Zhang, Ting Zhang, Dong Chen, Yujing Wang, Qi Chen, Xing Xie, Hao Sun, Weiwei Deng, Qi Zhang, Fan Yang, Mao Yang, Qingmin Liao, Jingdong Wang, Baining Guo
  
  ECCV'24 | October 2024
  
  DOI Publication Publication Publication
- RetrievalAttention: Accelerating Long-Context LLM Inference via Vector Retrieval
  
  Di Liu, Meng Chen, Baotong Lu, Huiqiang Jiang, Qianxi Zhang, Qi Chen, Chengruidong Zhang, Bailu Ding, Kai Zhang, Chen Chen, Fan Yang, Yuqing Yang, Lili Qiu
  
  ENLSP NeurIPS Workshop 2024 | September 2024
  
  Best Paper Award
  
  Preprint
- Understanding the Weakness of Large Language Model Agents within a Complex Android Environment
  
  Mingzhe Xing, Rongkai Zhang, Hui Xue, Qi Chen, Fan Yang, Zhen Xiao
  
  SIGKDD'24 | August 2024
  
  DOI Publication Publication
- MS MARCO Web Search: A Large-scale Information-rich Web Dataset with Millions of Real Click Labels
  
  Qi Chen, Xiubo Geng, Corby Rosset, Carolyn Buractaon, Jingwen Lu, Tao Shen, Kun Zhou, Chenyan Xiong, Yeyun Gong, Paul Bennett, Nick Craswell, Xing Xie, Fan Yang, Bryan Tower, Zheng Liu, Mingqin Li, Chuanjie Liu, Jason (Zengzhong) Li, Rangan Majumder, Jennifer Neville, Harsha Simhadri, Manik Varma, Yujing Wang, Linjun Yang, Mao Yang, Ce Zhang
  
  2024 The Web Conference | May 2024
  
  Publication PDF Télécharger
- OneSparse: A Unified System for Multi-index Vector Search
  
  Yaoqi Chen, Ruicheng Zheng, Qi Chen, Shuotao Xu, Qianxi Zhang, Xue Wu, Weihao Han, Hua Yuan, Mingqin Li, Yujing Wang, Jason Li, Fan Yang, Hao Sun, Weiwei Deng, Feng Sun, Qi Zhang, Mao Yang
  
  2024 The Web Conference | May 2024
  
  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://www.rarnonalumber.com/en-us/research/blog/unified-database-laying-the-foundation-for-large-language-model-vertical-applications/
  
  Publication
- LUT-NN: Empower Efficient Neural Network Inference with Centroid Learning and Table Lookup
  
  Xiaohu Tang, Yang Wang, Ting Cao, Li Lyna Zhang, Qi Chen, Deng Cai, Yunxin Liu, Mao Yang
  
  The 29th Annual International Conference On Mobile Computing And Networking (MobiCom'23) | October 2023
  
  Microsoft Research Focus https://www.rarnonalumber.com/en-us/research/blog/research-focus-week-of-november-8-2023/
  
  Publication Projet
- Model-enhanced Vector Index
  
  Hailin Zhang, Yujing Wang, Qi Chen, Ruiheng Chang, Ting Zhang, Ziming Miao, Yingyan Hou, Yang Ding, Xupeng Miao, Haonan Wang, Bochen Pang, Yuefeng Zhan, Hao Sun, Weiwei Deng, Qi Zhang, Fan Yang, Xing Xie, Mao Yang, Bin Cui
  
  NeurIPS 2023 | October 2023
  
  Publication
- VBASE: Unifying Online Vector Similarity Search and Relational Queries via Relaxed Monotonicity
  
  Qianxi Zhang, Shuotao Xu, Qi Chen, Guoxin Sui, Jiadong Xie, Zhizhen Cai, Yaoqi Chen, Yinxuan He, Yuqing Yang, Fan Yang, Mao Yang, Lidong Zhou
  
  OSDI'23 | July 2023
  
  Publication
- FrozenHot Cache: Rethinking Cache Management for Modern Hardware
  
  Ziyue Qiu, Juncheng Yang, Juncheng Zhang, Cheng Li, Xiaosong Ma, Qi Chen, Mao Yang, Yinlong Xu
  
  EuroSys'23 | May 2023
  
  Publication
- A Neural Corpus Indexer for Document Retrieval
  
  Yujing Wang, Yingyan Hou, Haonan Wang, Ziming Miao, Shibin Wu, Hao Sun, Qi Chen, Yuqing Xia, Chengmin Chi, Guoshuai Zhao, Zheng Liu, Xing Xie, Hao Allen Sun, Weiwei Deng, Qi Zhang, Mao Yang
  
  NeurIPS 2022 | November 2022
  
  Outstanding Paper
  
  Publication
- Distill-VQ: Learning Retrieval Oriented Vector Quantization by Distilling Knowledge from Dense Embeddings
  
  Shitao Xiao, Zheng Liu, Weihao Han, Jianjin Zhang, Defu Lian, Yeyun Gong, Qi Chen, Fan Yang, Hao Sun, Yingxia Shao, Xing Xie
  
  SIGIR 2022 | April 2022
  
  Publication
- GLOW: Global Weighted Self-Attention Network for Web Search
  
  Xuan Shan, Chuanjie Liu, Yiqian Xia, Qi Chen, Yusi Zhang, Kaize Ding, Yaobo Liang, Angen Luo, Yuxiang Luo
  
  2021 INTERNATIONAL CONFERENCE ON BIG DATA | November 2021
  
  Publication Publication
- SPANN: Highly-efficient Billion-scale Approximate Nearest Neighbor Search
  
  Qi Chen, Bing Zhao, Haidong Wang, Mingqin Li, Chuanjie Liu, Zengzhong Li, Mao Yang, Jingdong Wang, Mao Yang, Jingdong Wang
  
  NeurIPS 2021 | November 2021
  
  Spotlight presentation, Microsoft News: https://news.microsoft.com/source/features/innovation/bing-vector-search/
  
  Publication
- Match Plan Generation in Web Search with Parameterized Action Reinforcement Learning
  
  Ziyan Luo, Linfeng Zhao, Wei Cheng, Sihao Chen, Qi Chen, Hui Xue, Haidong Wang, Chuanjie Liu, Mao Yang, Lintao Zhang
  
  2021 The Web Conference | April 2021
  
  DOI Publication Publication Publication
- Byzantine Ordered Consensus without Byzantine Oligarchy
  
  Yunhao Zhang, Srinath Setty, Qi Chen, Lidong Zhou, Lorenzo Alvisi
  
  Operating Systems Design and Implementation (OSDI) | October 2020
  
  Jay Lepreau Best Paper Award
  
  Publication
- Estimating Minimum Operation Steps via Memory-based Recurrent Calculation Network
  
  Lei Sha, Chen Shi, Qi Chen, Lintao Zhang, Houfeng Wang
  
  2020 International Joint Conference on Neural Network | July 2020
  
  DOI Publication Publication Publication
- AutoSys: The Design and Operation of Learning-Augmented Systems
  
  Chieh-Jan Mike Liang, Hui Xue, Mao Yang, Lidong Zhou, Lifei Zhu, Zhao Lucis Li, Zibo Wang, Qi Chen, Quanlu Zhang, Chuanjie Liu, Wenjun Dai
  
  ATC (USENIX Annual Technical Conference) | July 2020
  
  Publication
- Collaborative Learning between Cloud and End Devices: An Empirical Study on Location Prediction
  
  Yan Lu, Yuanchao Shu, Xu Tan, Yunxin Liu, Mengyu Zhou, Qi Chen, Dan Pei
  
  ACM/IEEE Symposium on Edge Computing | November 2019
  
  Publication Projet
- We Know What You Will Ask: A Dialogue System for Multi-intent Switch and Prediction
  
  Chen Shi, Qi Chen, Lei Sha, Hui Xue, Sujian Li, Lintao Zhang (lintaoz), Houfeng Wang
  
  2019 International conference natural language processing | October 2019
  
  DOI Publication Publication Publication Publication
- Fast Clustering with Flexible Balance Constraints
  
  Hongfu Liu, Ziming Huang, Qi Chen, Mingqin Li, Yun Fu, Lintao Zhang
  
  2018 International Conference on Big Data | December 2018
  
  DOI Publication
- Auto-Dialabel: Labeling Dialogue Data with Unsupervised Learning
  
  Chen Shi, Qi Chen, Lei Shan, Sujian Li, Xu Sun, Houfeng Wang, Lintao Zhang
  
  2018 Conference on Empirical Methods in Natural Language Processing | November 2018
  
  Publication

- DistributedANN: Efficient Scaling of a Single DiskANN Graph Across Thousands of Computers
  
  Philip Adams, Menghao Li, Shi Zhang, Li Tan, Mingqin Li, Qi Chen, Knut Magne Risvik, Jason (Zengzhong) Li, Harsha Simhadri
  
  The 1st Workshop on Vector Databases at the 2025 International Conference on Machine Learning | July 2025
  
  PDF
- MS MARCO Web Search: A Large-scale Information-rich Web Dataset with Millions of Real Click Labels
  
  Qi Chen, Xiubo Geng, Corby Rosset, Carolyn Buractaon, Jingwen Lu, Tao Shen, Kun Zhou, Chenyan Xiong, Yeyun Gong, Paul Bennett, Nick Craswell, Xing Xie, Fan Yang, Bryan Tower, Zheng Liu, Mingqin Li, Chuanjie Liu, Jason (Zengzhong) Li, Rangan Majumder, Jennifer Neville, Harsha Simhadri, Manik Varma, Yujing Wang, Linjun Yang, Mao Yang, Ce Zhang
  
  2024 The Web Conference | May 2024
  
  Publication PDF Télécharger
- Model-enhanced Vector Index
  
  Hailin Zhang, Yujing Wang, Qi Chen, Ruiheng Chang, Ting Zhang, Ziming Miao, Yingyan Hou, Yang Ding, Xupeng Miao, Haonan Wang, Bochen Pang, Yuefeng Zhan, Hao Sun, Weiwei Deng, Qi Zhang, Fan Yang, Xing Xie, Mao Yang, Bin Cui
  
  NeurIPS 2023 | October 2023
  
  Publication
- FrozenHot Cache: Rethinking Cache Management for Modern Hardware
  
  Ziyue Qiu, Juncheng Yang, Juncheng Zhang, Cheng Li, Xiaosong Ma, Qi Chen, Mao Yang, Yinlong Xu
  
  EuroSys'23 | May 2023
  
  Publication
- GLOW: Global Weighted Self-Attention Network for Web Search
  
  Xuan Shan, Chuanjie Liu, Yiqian Xia, Qi Chen, Yusi Zhang, Kaize Ding, Yaobo Liang, Angen Luo, Yuxiang Luo
  
  2021 INTERNATIONAL CONFERENCE ON BIG DATA | November 2021
  
  Publication Publication
- SPANN: Highly-efficient Billion-scale Approximate Nearest Neighbor Search
  
  Qi Chen, Bing Zhao, Haidong Wang, Mingqin Li, Chuanjie Liu, Zengzhong Li, Mao Yang, Jingdong Wang, Mao Yang, Jingdong Wang
  
  NeurIPS 2021 | November 2021
  
  Spotlight presentation, Microsoft News: https://news.microsoft.com/source/features/innovation/bing-vector-search/
  
  Publication
- Match Plan Generation in Web Search with Parameterized Action Reinforcement Learning
  
  Ziyan Luo, Linfeng Zhao, Wei Cheng, Sihao Chen, Qi Chen, Hui Xue, Haidong Wang, Chuanjie Liu, Mao Yang, Lintao Zhang
  
  2021 The Web Conference | April 2021
  
  DOI Publication Publication Publication
- Velocitune: A Velocity-based Dynamic Domain Reweighting Method for Continual Pre-training
  
  Zheheng Luo, Xin Zhang, Xiao Liu, Haoling Li, Yeyun Gong, Qi Chen, Peng Cheng
  
  ACL | August 2025
  
  DOI Publication Publication
- Enhancing Large Language Model Performance with Gradient-Based Parameter Selection
  
  Haoling Li, Xin Zhang, Xiao Liu, Yeyun Gong, Yifan Wang, Qi Chen, Peng Cheng
  
  AAAI Conference on Artificial Intelligence, 2025 | April 2025
  
  Oral Presentation
  
  DOI Publication
- Integrative Decoding: Improve Factuality via Implicit Self-consistency
  
  Yi Cheng, Xiao Liang, Yeyun Gong, Wen Xiao, Song Wang, Yuji Zhang, Wenjun Hou, Kaishuai Xu, Wenge Liu, Wenjie Li, Jian Jiao, Qi Chen, Peng Cheng, Wayne Xiong
  
  ICLR 2025 | January 2025
  
  DOI Publication Publication
- EpiCoder: Encompassing Diversity and Complexity in Code Generation
  
  Yaoxiang Wang, Haoling Li, Xin Zhang, Jie Wu, Xiao Liu, Wenxiang Hu, Zhongxin Guo, Yangyu Huang, Ying Xin, Yujiu Yang, Jinsong Su, Qi Chen, Scarlett Li
  
  ICML 2025 | January 2025
  
  DOI Publication Publication
- IRGen: Generative Modeling for Image Retrieval
  
  Yidan Zhang, Ting Zhang, Dong Chen, Yujing Wang, Qi Chen, Xing Xie, Hao Sun, Weiwei Deng, Qi Zhang, Fan Yang, Mao Yang, Qingmin Liao, Jingdong Wang, Baining Guo
  
  ECCV'24 | October 2024
  
  DOI Publication Publication Publication
- RetrievalAttention: Accelerating Long-Context LLM Inference via Vector Retrieval
  
  Di Liu, Meng Chen, Baotong Lu, Huiqiang Jiang, Qianxi Zhang, Qi Chen, Chengruidong Zhang, Bailu Ding, Kai Zhang, Chen Chen, Fan Yang, Yuqing Yang, Lili Qiu
  
  ENLSP NeurIPS Workshop 2024 | September 2024
  
  Best Paper Award
  
  Preprint
- Understanding the Weakness of Large Language Model Agents within a Complex Android Environment
  
  Mingzhe Xing, Rongkai Zhang, Hui Xue, Qi Chen, Fan Yang, Zhen Xiao
  
  SIGKDD'24 | August 2024
  
  DOI Publication Publication
- OneSparse: A Unified System for Multi-index Vector Search
  
  Yaoqi Chen, Ruicheng Zheng, Qi Chen, Shuotao Xu, Qianxi Zhang, Xue Wu, Weihao Han, Hua Yuan, Mingqin Li, Yujing Wang, Jason Li, Fan Yang, Hao Sun, Weiwei Deng, Feng Sun, Qi Zhang, Mao Yang
  
  2024 The Web Conference | May 2024
  
  Publication
- Model-enhanced Vector Index
  
  Hailin Zhang, Yujing Wang, Qi Chen, Ruiheng Chang, Ting Zhang, Ziming Miao, Yingyan Hou, Yang Ding, Xupeng Miao, Haonan Wang, Bochen Pang, Yuefeng Zhan, Hao Sun, Weiwei Deng, Qi Zhang, Fan Yang, Xing Xie, Mao Yang, Bin Cui
  
  NeurIPS 2023 | October 2023
  
  Publication
- A Neural Corpus Indexer for Document Retrieval
  
  Yujing Wang, Yingyan Hou, Haonan Wang, Ziming Miao, Shibin Wu, Hao Sun, Qi Chen, Yuqing Xia, Chengmin Chi, Guoshuai Zhao, Zheng Liu, Xing Xie, Hao Allen Sun, Weiwei Deng, Qi Zhang, Mao Yang
  
  NeurIPS 2022 | November 2022
  
  Outstanding Paper
  
  Publication
- Distill-VQ: Learning Retrieval Oriented Vector Quantization by Distilling Knowledge from Dense Embeddings
  
  Shitao Xiao, Zheng Liu, Weihao Han, Jianjin Zhang, Defu Lian, Yeyun Gong, Qi Chen, Fan Yang, Hao Sun, Yingxia Shao, Xing Xie
  
  SIGIR 2022 | April 2022
  
  Publication
- Collaborative Learning between Cloud and End Devices: An Empirical Study on Location Prediction
  
  Yan Lu, Yuanchao Shu, Xu Tan, Yunxin Liu, Mengyu Zhou, Qi Chen, Dan Pei
  
  ACM/IEEE Symposium on Edge Computing | November 2019
  
  Publication Projet
- Auto-Dialabel: Labeling Dialogue Data with Unsupervised Learning
  
  Chen Shi, Qi Chen, Lei Shan, Sujian Li, Xu Sun, Houfeng Wang, Lintao Zhang
  
  2018 Conference on Empirical Methods in Natural Language Processing | November 2018
  
  Publication
- RetrievalAttention: Accelerating Long-Context LLM Inference via Vector Retrieval
  
  Di Liu, Meng Chen, Baotong Lu, Huiqiang Jiang, Qianxi Zhang, Qi Chen, Chengruidong Zhang, Bailu Ding, Kai Zhang, Chen Chen, Fan Yang, Yuqing Yang, Lili Qiu
  
  ENLSP NeurIPS Workshop 2024 | September 2024
  
  Best Paper Award
  
  Preprint
- RetrievalAttention: Accelerating Long-Context LLM Inference via Vector Retrieval
  
  Di Liu, Meng Chen, Baotong Lu, Huiqiang Jiang, Qianxi Zhang, Qi Chen, Chengruidong Zhang, Bailu Ding, Kai Zhang, Chen Chen, Fan Yang, Yuqing Yang, Lili Qiu
  
  ENLSP NeurIPS Workshop 2024 | September 2024
  
  Best Paper Award
  
  Preprint
- MS MARCO Web Search: A Large-scale Information-rich Web Dataset with Millions of Real Click Labels
  
  Qi Chen, Xiubo Geng, Corby Rosset, Carolyn Buractaon, Jingwen Lu, Tao Shen, Kun Zhou, Chenyan Xiong, Yeyun Gong, Paul Bennett, Nick Craswell, Xing Xie, Fan Yang, Bryan Tower, Zheng Liu, Mingqin Li, Chuanjie Liu, Jason (Zengzhong) Li, Rangan Majumder, Jennifer Neville, Harsha Simhadri, Manik Varma, Yujing Wang, Linjun Yang, Mao Yang, Ce Zhang
  
  2024 The Web Conference | May 2024
  
  Publication PDF Télécharger
- 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://www.rarnonalumber.com/en-us/research/blog/unified-database-laying-the-foundation-for-large-language-model-vertical-applications/
  
  Publication
- LUT-NN: Empower Efficient Neural Network Inference with Centroid Learning and Table Lookup
  
  Xiaohu Tang, Yang Wang, Ting Cao, Li Lyna Zhang, Qi Chen, Deng Cai, Yunxin Liu, Mao Yang
  
  The 29th Annual International Conference On Mobile Computing And Networking (MobiCom'23) | October 2023
  
  Microsoft Research Focus https://www.rarnonalumber.com/en-us/research/blog/research-focus-week-of-november-8-2023/
  
  Publication Projet
- VBASE: Unifying Online Vector Similarity Search and Relational Queries via Relaxed Monotonicity
  
  Qianxi Zhang, Shuotao Xu, Qi Chen, Guoxin Sui, Jiadong Xie, Zhizhen Cai, Yaoqi Chen, Yinxuan He, Yuqing Yang, Fan Yang, Mao Yang, Lidong Zhou
  
  OSDI'23 | July 2023
  
  Publication
- GLOW: Global Weighted Self-Attention Network for Web Search
  
  Xuan Shan, Chuanjie Liu, Yiqian Xia, Qi Chen, Yusi Zhang, Kaize Ding, Yaobo Liang, Angen Luo, Yuxiang Luo
  
  2021 INTERNATIONAL CONFERENCE ON BIG DATA | November 2021
  
  Publication Publication
- SPANN: Highly-efficient Billion-scale Approximate Nearest Neighbor Search
  
  Qi Chen, Bing Zhao, Haidong Wang, Mingqin Li, Chuanjie Liu, Zengzhong Li, Mao Yang, Jingdong Wang, Mao Yang, Jingdong Wang
  
  NeurIPS 2021 | November 2021
  
  Spotlight presentation, Microsoft News: https://news.microsoft.com/source/features/innovation/bing-vector-search/
  
  Publication
- Match Plan Generation in Web Search with Parameterized Action Reinforcement Learning
  
  Ziyan Luo, Linfeng Zhao, Wei Cheng, Sihao Chen, Qi Chen, Hui Xue, Haidong Wang, Chuanjie Liu, Mao Yang, Lintao Zhang
  
  2021 The Web Conference | April 2021
  
  DOI Publication Publication Publication
- Byzantine Ordered Consensus without Byzantine Oligarchy
  
  Yunhao Zhang, Srinath Setty, Qi Chen, Lidong Zhou, Lorenzo Alvisi
  
  Operating Systems Design and Implementation (OSDI) | October 2020
  
  Jay Lepreau Best Paper Award
  
  Publication
- Estimating Minimum Operation Steps via Memory-based Recurrent Calculation Network
  
  Lei Sha, Chen Shi, Qi Chen, Lintao Zhang, Houfeng Wang
  
  2020 International Joint Conference on Neural Network | July 2020
  
  DOI Publication Publication Publication
- AutoSys: The Design and Operation of Learning-Augmented Systems
  
  Chieh-Jan Mike Liang, Hui Xue, Mao Yang, Lidong Zhou, Lifei Zhu, Zhao Lucis Li, Zibo Wang, Qi Chen, Quanlu Zhang, Chuanjie Liu, Wenjun Dai
  
  ATC (USENIX Annual Technical Conference) | July 2020
  
  Publication
- Collaborative Learning between Cloud and End Devices: An Empirical Study on Location Prediction
  
  Yan Lu, Yuanchao Shu, Xu Tan, Yunxin Liu, Mengyu Zhou, Qi Chen, Dan Pei
  
  ACM/IEEE Symposium on Edge Computing | November 2019
  
  Publication Projet
- We Know What You Will Ask: A Dialogue System for Multi-intent Switch and Prediction
  
  Chen Shi, Qi Chen, Lei Sha, Hui Xue, Sujian Li, Lintao Zhang (lintaoz), Houfeng Wang
  
  2019 International conference natural language processing | October 2019
  
  DOI Publication Publication Publication Publication
- Fast Clustering with Flexible Balance Constraints
  
  Hongfu Liu, Ziming Huang, Qi Chen, Mingqin Li, Yun Fu, Lintao Zhang
  
  2018 International Conference on Big Data | December 2018
  
  DOI Publication
- Byzantine Ordered Consensus without Byzantine Oligarchy
  
  Yunhao Zhang, Srinath Setty, Qi Chen, Lidong Zhou, Lorenzo Alvisi
  
  Operating Systems Design and Implementation (OSDI) | October 2020
  
  Jay Lepreau Best Paper Award
  
  Publication

- Velocitune: A Velocity-based Dynamic Domain Reweighting Method for Continual Pre-training
  
  Zheheng Luo, Xin Zhang, Xiao Liu, Haoling Li, Yeyun Gong, Qi Chen, Peng Cheng
  
  ACL | August 2025
  
  DOI Publication Publication
- DistributedANN: Efficient Scaling of a Single DiskANN Graph Across Thousands of Computers
  
  Philip Adams, Menghao Li, Shi Zhang, Li Tan, Mingqin Li, Qi Chen, Knut Magne Risvik, Jason (Zengzhong) Li, Harsha Simhadri
  
  The 1st Workshop on Vector Databases at the 2025 International Conference on Machine Learning | July 2025
  
  PDF
- Enhancing Large Language Model Performance with Gradient-Based Parameter Selection
  
  Haoling Li, Xin Zhang, Xiao Liu, Yeyun Gong, Yifan Wang, Qi Chen, Peng Cheng
  
  AAAI Conference on Artificial Intelligence, 2025 | April 2025
  
  Oral Presentation
  
  DOI Publication
- Integrative Decoding: Improve Factuality via Implicit Self-consistency
  
  Yi Cheng, Xiao Liang, Yeyun Gong, Wen Xiao, Song Wang, Yuji Zhang, Wenjun Hou, Kaishuai Xu, Wenge Liu, Wenjie Li, Jian Jiao, Qi Chen, Peng Cheng, Wayne Xiong
  
  ICLR 2025 | January 2025
  
  DOI Publication Publication
- EpiCoder: Encompassing Diversity and Complexity in Code Generation
  
  Yaoxiang Wang, Haoling Li, Xin Zhang, Jie Wu, Xiao Liu, Wenxiang Hu, Zhongxin Guo, Yangyu Huang, Ying Xin, Yujiu Yang, Jinsong Su, Qi Chen, Scarlett Li
  
  ICML 2025 | January 2025
  
  DOI Publication Publication
- IRGen: Generative Modeling for Image Retrieval
  
  Yidan Zhang, Ting Zhang, Dong Chen, Yujing Wang, Qi Chen, Xing Xie, Hao Sun, Weiwei Deng, Qi Zhang, Fan Yang, Mao Yang, Qingmin Liao, Jingdong Wang, Baining Guo
  
  ECCV'24 | October 2024
  
  DOI Publication Publication Publication
- RetrievalAttention: Accelerating Long-Context LLM Inference via Vector Retrieval
  
  Di Liu, Meng Chen, Baotong Lu, Huiqiang Jiang, Qianxi Zhang, Qi Chen, Chengruidong Zhang, Bailu Ding, Kai Zhang, Chen Chen, Fan Yang, Yuqing Yang, Lili Qiu
  
  ENLSP NeurIPS Workshop 2024 | September 2024
  
  Best Paper Award
  
  Preprint
- Understanding the Weakness of Large Language Model Agents within a Complex Android Environment
  
  Mingzhe Xing, Rongkai Zhang, Hui Xue, Qi Chen, Fan Yang, Zhen Xiao
  
  SIGKDD'24 | August 2024
  
  DOI Publication Publication
- MS MARCO Web Search: A Large-scale Information-rich Web Dataset with Millions of Real Click Labels
  
  Qi Chen, Xiubo Geng, Corby Rosset, Carolyn Buractaon, Jingwen Lu, Tao Shen, Kun Zhou, Chenyan Xiong, Yeyun Gong, Paul Bennett, Nick Craswell, Xing Xie, Fan Yang, Bryan Tower, Zheng Liu, Mingqin Li, Chuanjie Liu, Jason (Zengzhong) Li, Rangan Majumder, Jennifer Neville, Harsha Simhadri, Manik Varma, Yujing Wang, Linjun Yang, Mao Yang, Ce Zhang
  
  2024 The Web Conference | May 2024
  
  Publication PDF Télécharger
- OneSparse: A Unified System for Multi-index Vector Search
  
  Yaoqi Chen, Ruicheng Zheng, Qi Chen, Shuotao Xu, Qianxi Zhang, Xue Wu, Weihao Han, Hua Yuan, Mingqin Li, Yujing Wang, Jason Li, Fan Yang, Hao Sun, Weiwei Deng, Feng Sun, Qi Zhang, Mao Yang
  
  2024 The Web Conference | May 2024
  
  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://www.rarnonalumber.com/en-us/research/blog/unified-database-laying-the-foundation-for-large-language-model-vertical-applications/
  
  Publication
- LUT-NN: Empower Efficient Neural Network Inference with Centroid Learning and Table Lookup
  
  Xiaohu Tang, Yang Wang, Ting Cao, Li Lyna Zhang, Qi Chen, Deng Cai, Yunxin Liu, Mao Yang
  
  The 29th Annual International Conference On Mobile Computing And Networking (MobiCom'23) | October 2023
  
  Microsoft Research Focus https://www.rarnonalumber.com/en-us/research/blog/research-focus-week-of-november-8-2023/
  
  Publication Projet
- Model-enhanced Vector Index
  
  Hailin Zhang, Yujing Wang, Qi Chen, Ruiheng Chang, Ting Zhang, Ziming Miao, Yingyan Hou, Yang Ding, Xupeng Miao, Haonan Wang, Bochen Pang, Yuefeng Zhan, Hao Sun, Weiwei Deng, Qi Zhang, Fan Yang, Xing Xie, Mao Yang, Bin Cui
  
  NeurIPS 2023 | October 2023
  
  Publication
- VBASE: Unifying Online Vector Similarity Search and Relational Queries via Relaxed Monotonicity
  
  Qianxi Zhang, Shuotao Xu, Qi Chen, Guoxin Sui, Jiadong Xie, Zhizhen Cai, Yaoqi Chen, Yinxuan He, Yuqing Yang, Fan Yang, Mao Yang, Lidong Zhou
  
  OSDI'23 | July 2023
  
  Publication
- FrozenHot Cache: Rethinking Cache Management for Modern Hardware
  
  Ziyue Qiu, Juncheng Yang, Juncheng Zhang, Cheng Li, Xiaosong Ma, Qi Chen, Mao Yang, Yinlong Xu
  
  EuroSys'23 | May 2023
  
  Publication
- A Neural Corpus Indexer for Document Retrieval
  
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