Qi Chen

According to our database, Qi Chen authored at least 36 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

RetrievalAttention: Accelerating Long-Context LLM Inference via Vector Retrieval.

Di Liu, Meng Chen, Baotong Lu, Huiqiang Jiang, Zhenhua Han, Qianxi Zhang, Qi Chen, Chengruidong Zhang, Bailu Ding, Kai Zhang, Chen Chen, Fan Yang, Yuqing Yang, Lili Qiu

CoRR, 2024

Gradient-Mask Tuning Elevates the Upper Limits of LLM Performance.

Haoling Li, Xin Zhang, Xiao Liu, Yeyun Gong, Yifan Wang, Yujiu Yang, Qi Chen, Peng Cheng

CoRR, 2024

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

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

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 N. Bennett, Nick Craswell, Xing Xie, Fan Yang, Bryan Tower, Nikhil Rao, Anlei Dong, Wenqi Jiang, Zheng Liu, Mingqin Li, Chuanjie Liu, Zengzhong Li, Rangan Majumder, Jennifer Neville, Andy Oakley, Knut Magne Risvik, Harsha Vardhan Simhadri, Manik Varma, Yujing Wang, Linjun Yang, Mao Yang, Ce Zhang

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

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

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023

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, Baining Guo

CoRR, 2023

LUT-NN: Towards Unified Neural Network Inference by Table Lookup.

Xiaohu Tang, Yang Wang, Ting Cao, Li Lyna Zhang, Qi Chen, Deng Cai, Yunxin Liu, Mao Yang

CoRR, 2023

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

Proceedings of the 29th Symposium on Operating Systems Principles, 2023

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

Proceedings of the 17th USENIX Symposium on Operating Systems Design and Implementation, 2023

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

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

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

Proceedings of the 29th Annual International Conference on Mobile Computing and Networking, 2023

FrozenHot Cache: Rethinking Cache Management for Modern Hardware.

Ziyue Qiu, Juncheng Yang, Juncheng Zhang, Cheng Li, Xiaosong Ma, Qi Chen, Mao Yang, Yinlong Xu

Proceedings of the Eighteenth European Conference on Computer Systems, 2023

2022

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

CoRR, 2022

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, Denvy Deng, Qi Zhang, Xing Xie

CoRR, 2022

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

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

A Neural Corpus Indexer for Document Retrieval.

Yujing Wang, Yingyan Hou, Haonan Wang, Ziming Miao, Shibin Wu, Qi Chen, Yuqing Xia, Chengmin Chi, Guoshuai Zhao, Zheng Liu, Xing Xie, Hao Sun, Weiwei Deng, Qi Zhang, Mao Yang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Heat-RL: Online Model Selection for Streaming Time-Series Anomaly Detection.

Yujing Wang, Luoxing Xiong, Mingliang Zhang, Hui Xue, Qi Chen, Yaming Yang, Yunhai Tong, Congrui Huang, Bixiong Xu

Proceedings of the Conference on Lifelong Learning Agents, 2022

2021

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

CoRR, 2021

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

Proceedings of the WWW '21: The Web Conference 2021, 2021

Results of the NeurIPS'21 Challenge on Billion-Scale Approximate Nearest Neighbor Search.

Harsha Vardhan Simhadri, George Williams, Martin Aumüller, Matthijs Douze, Artem Babenko, Dmitry Baranchuk, Qi Chen, Lucas Hosseini, Ravishankar Krishnaswamy, Gopal Srinivasa, Suhas Jayaram Subramanya, Jingdong Wang

Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021

SPANN: Highly-efficient Billion-scale Approximate Nearest Neighborhood Search.

Qi Chen, Bing Zhao, Haidong Wang, Mingqin Li, Chuanjie Liu, Zengzhong Li, Mao Yang, Jingdong Wang

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Byzantine Ordered Consensus without Byzantine Oligarchy.

Yunhao Zhang, Srinath T. V. Setty, Qi Chen, Lidong Zhou, Lorenzo Alvisi

IACR Cryptol. ePrint Arch., 2020

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

Proceedings of the 2020 USENIX Annual Technical Conference, 2020

Estimating Minimum Operation Steps via Memory-based Recurrent Calculation Network.

Lei Sha, Chen Shi, Qi Chen, Lintao Zhang, Houfeng Wang

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

PISCES: Optimizing Multi-Job Application Execution in MapReduce.

Qi Chen, Jinyu Yao, Benchao Li, Zhen Xiao

IEEE Trans. Cloud Comput., 2019

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, Houfeng Wang

Proceedings of the Natural Language Processing and Chinese Computing, 2019

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

Proceedings of the 4th ACM/IEEE Symposium on Edge Computing, 2019

2018

Auto-Dialabel: Labeling Dialogue Data with Unsupervised Learning.

Chen Shi, Qi Chen, Lei Sha, Sujian Li, Xu Sun, Houfeng Wang, Lintao Zhang

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2016

The Freeze-Frame File System.

Weijia Song, Theo Gkountouvas, Ken Birman, Qi Chen, Zhen Xiao

Proceedings of the Seventh ACM Symposium on Cloud Computing, 2016

2015

LIBRA: Lightweight Data Skew Mitigation in MapReduce.

Qi Chen, Jinyu Yao, Zhen Xiao

IEEE Trans. Parallel Distributed Syst., 2015

Spartan: A Distributed Array Framework with Smart Tiling.

Chien-Chin Huang, Qi Chen, Zhaoguo Wang, Russell Power, Jorge Ortiz, Jinyang Li, Zhen Xiao

Proceedings of the 2015 USENIX Annual Technical Conference, 2015

2014

Automatic Scaling of Internet Applications for Cloud Computing Services.

Zhen Xiao, Qi Chen, Haipeng Luo

IEEE Trans. Computers, 2014

Adaptive Resource Provisioning for the Cloud Using Online Bin Packing.

Weijia Song, Zhen Xiao, Qi Chen, Haipeng Luo

IEEE Trans. Computers, 2014

Improving MapReduce Performance Using Smart Speculative Execution Strategy.

Qi Chen, Cheng Liu, Zhen Xiao

IEEE Trans. Computers, 2014

Building Scalable Multimedia Search Engine Using Infiniband.

Qi Chen, Yisheng Liao, Christopher Mitchell, Jinyang Li, Zhen Xiao

Proceedings of the 6th USENIX Workshop on Hot Topics in Cloud Computing, 2014

2013

Dynamic Resource Allocation Using Virtual Machines for Cloud Computing Environment.

Zhen Xiao, Weijia Song, Qi Chen

IEEE Trans. Parallel Distributed Syst., 2013