Dynamic Resource Allocation Using Virtual Machines for Cloud Computing Environment. - Zhen Xiao; Weijia Song; Qi Chen 009 (IEEE Trans. Parallel Distributed Syst., 2013)

Building Scalable Multimedia Search Engine Using Infiniband. - Qi Chen 009; Yisheng Liao; Christopher Mitchell; Jinyang Li 001; Zhen Xiao (HotCloud, 2014)

Improving MapReduce Performance Using Smart Speculative Execution Strategy. - Qi Chen 009; Cheng Liu; Zhen Xiao (IEEE Trans. Computers, 2014)

Adaptive Resource Provisioning for the Cloud Using Online Bin Packing. - Weijia Song; Zhen Xiao; Qi Chen 009; Haipeng Luo (IEEE Trans. Computers, 2014)

Automatic Scaling of Internet Applications for Cloud Computing Services. - Zhen Xiao; Qi Chen 009; Haipeng Luo (IEEE Trans. Computers, 2014)

Spartan: A Distributed Array Framework with Smart Tiling. - Chien-Chin Huang; Qi Chen 009; Zhaoguo Wang; Russell Power; Jorge Ortiz 001; Jinyang Li 001; Zhen Xiao (USENIX ATC, 2015)

LIBRA: Lightweight Data Skew Mitigation in MapReduce. - Qi Chen 009; Jinyu Yao; Zhen Xiao (IEEE Trans. Parallel Distributed Syst., 2015)

The Freeze-Frame File System. - Weijia Song; Theo Gkountouvas; Ken Birman; Qi Chen 009; Zhen Xiao (SoCC, 2016)

Auto-Dialabel: Labeling Dialogue Data with Unsupervised Learning. - Chen Shi; Qi Chen 009; Lei Sha; Sujian Li; Xu Sun 001; Houfeng Wang; Lintao Zhang (EMNLP, 2018)

Collaborative learning between cloud and end devices: an empirical study on location prediction. - Yan Lu 006; Yuanchao Shu; Xu Tan 003; Yunxin Liu 001; Mengyu Zhou; Qi Chen 009; Dan Pei (SEC, 2019)

We Know What You Will Ask: A Dialogue System for Multi-intent Switch and Prediction. - Chen Shi; Qi Chen 009; Lei Sha; Hui Xue 004; Sujian Li; Lintao Zhang; Houfeng Wang (NLPCC (1), 2019)

PISCES: Optimizing Multi-Job Application Execution in MapReduce. - Qi Chen 009; Jinyu Yao; Benchao Li; Zhen Xiao (IEEE Trans. Cloud Comput., 2019)

Estimating Minimum Operation Steps via Memory-based Recurrent Calculation Network. - Lei Sha; Chen Shi; Qi Chen 009; Lintao Zhang; Houfeng Wang (IJCNN, 2020)

AutoSys: The Design and Operation of Learning-Augmented Systems. - Chieh-Jan Mike Liang; Hui Xue 004; Mao Yang 004; Lidong Zhou; Lifei Zhu; Zhao Lucis Li; Zibo Wang; Qi Chen 009; Quanlu Zhang; Chuanjie Liu; Wenjun Dai (USENIX ATC, 2020)

Byzantine Ordered Consensus without Byzantine Oligarchy. - Yunhao Zhang; Srinath T. V. Setty; Qi Chen 009; Lidong Zhou; Lorenzo Alvisi (IACR Cryptol. ePrint Arch., 2020)

SPANN: Highly-efficient Billion-scale Approximate Nearest Neighborhood Search. - Qi Chen 009; Bing Zhao; Haidong Wang; Mingqin Li; Chuanjie Liu; Zengzhong Li; Mao Yang 004; Jingdong Wang 001 (NeurIPS, 2021)

Results of the NeurIPS'21 Challenge on Billion-Scale Approximate Nearest Neighbor Search. - Harsha Vardhan Simhadri; George Williams; Martin Aumüller 001; Matthijs Douze; Artem Babenko; Dmitry Baranchuk; Qi Chen 009; Lucas Hosseini; Ravishankar Krishnaswamy; Gopal Srinivasa; Suhas Jayaram Subramanya; Jingdong Wang 001 (NeurIPS (Competition and Demos), 2021)

Match Plan Generation in Web Search with Parameterized Action Reinforcement Learning. - Ziyan Luo; Linfeng Zhao; Wei Cheng; Sihao Chen; Qi Chen 009; Hui Xue 004; Haidong Wang; Chuanjie Liu; Mao Yang 004; Lintao Zhang (WWW, 2021)

SPANN: Highly-efficient Billion-scale Approximate Nearest Neighbor Search. - Qi Chen 009; Bing Zhao; Haidong Wang; Mingqin Li; Chuanjie Liu; Zengzhong Li; Mao Yang 004; Jingdong Wang 001 (CoRR, 2021)

Heat-RL: Online Model Selection for Streaming Time-Series Anomaly Detection. - Yujing Wang; Luoxing Xiong; Mingliang Zhang 004; Hui Xue 004; Qi Chen 009; Yaming Yang 001; Yunhai Tong; Congrui Huang; Bixiong Xu (CoLLAs, 2022)

A Neural Corpus Indexer for Document Retrieval. - Yujing Wang; Yingyan Hou; Haonan Wang; Ziming Miao; Shibin Wu; Qi Chen 009; Yuqing Xia; Chengmin Chi; Guoshuai Zhao; Zheng Liu 011; Xing Xie 001; Hao Sun 015; et al. (NeurIPS, 2022)

Distill-VQ: Learning Retrieval Oriented Vector Quantization By Distilling Knowledge from Dense Embeddings. - Shitao Xiao; Zheng Liu 011; Weihao Han; Jianjin Zhang; Defu Lian; Yeyun Gong; Qi Chen 009; Fan Yang 024; Hao Sun 015; Yingxia Shao; Xing Xie 001 (SIGIR, 2022)

Distill-VQ: Learning Retrieval Oriented Vector Quantization By Distilling Knowledge from Dense Embeddings. - Shitao Xiao; Zheng Liu 011; Weihao Han; Jianjin Zhang; Defu Lian; Yeyun Gong; Qi Chen 009; Fan Yang 024; Hao Sun 015; Yingxia Shao; Denvy Deng; Qi Zhang 001; et al. (CoRR, 2022)

A Neural Corpus Indexer for Document Retrieval. - Yujing Wang; Yingyan Hou; Haonan Wang; Ziming Miao; Shibin Wu; Hao Sun 015; Qi Chen 009; Yuqing Xia; Chengmin Chi; Guoshuai Zhao; Zheng Liu 011; Xing Xie 001; et al. (CoRR, 2022)

FrozenHot Cache: Rethinking Cache Management for Modern Hardware. - Ziyue Qiu; Juncheng Yang; Juncheng Zhang; Cheng Li 001; Xiaosong Ma; Qi Chen 009; Mao Yang 004; Yinlong Xu (EuroSys, 2023)

Improving Few-Shot Learning for Talking Face System with TTS Data Augmentation. - Qi Chen 009; Ziyang Ma 001; Tao Liu 068; Xu Tan 003; Qu Lu; Kai Yu 004; Xie Chen 001 (ICASSP, 2023)

DAE-Talker: High Fidelity Speech-Driven Talking Face Generation with Diffusion Autoencoder. - Chenpeng Du; Qi Chen 009; Tianyu He; Xu Tan 003; Xie Chen 001; Kai Yu 004; Sheng Zhao; Jiang Bian 002 (ACM Multimedia, 2023)

LUT-NN: Empower Efficient Neural Network Inference with Centroid Learning and Table Lookup. - Xiaohu Tang; Yang Wang 053; Ting Cao; Li Lyna Zhang; Qi Chen 009; Deng Cai 001; Yunxin Liu 001; Mao Yang 004 (MobiCom, 2023)

Model-enhanced Vector Index. - Hailin Zhang 004; Yujing Wang; Qi Chen 009; Ruiheng Chang; Ting Zhang 002; Ziming Miao; Yingyan Hou; Yang Ding; Xupeng Miao; Haonan Wang; Bochen Pang; Yuefeng Zhan; et al. (NeurIPS, 2023)

VBASE: Unifying Online Vector Similarity Search and Relational Queries via Relaxed Monotonicity. - Qianxi Zhang; Shuotao Xu; Qi Chen 009; Guoxin Sui; Jiadong Xie 002; Zhizhen Cai; Yaoqi Chen; Yinxuan He; Yuqing Yang 001; Fan Yang 024; Mao Yang 004; Lidong Zhou (OSDI, 2023)

SPFresh: Incremental In-Place Update for Billion-Scale Vector Search. - Yuming Xu; Hengyu Liang; Jin Li; Shuotao Xu; Qi Chen 009; Qianxi Zhang; Cheng Li 001; Ziyue Yang; Fan Yang 024; Yuqing Yang 001; Peng Cheng 005; Mao Yang 004 (SOSP, 2023)

LUT-NN: Towards Unified Neural Network Inference by Table Lookup. - Xiaohu Tang; Yang Wang 053; Ting Cao; Li Lyna Zhang; Qi Chen 009; Deng Cai 001; Yunxin Liu 001; Mao Yang 004 (CoRR, 2023)

IRGen: Generative Modeling for Image Retrieval. - Yidan Zhang; Ting Zhang 002; Dong Chen 003; Yujing Wang; Qi Chen 009; Xing Xie 001; Hao Sun 015; Weiwei Deng; Qi Zhang 066; Fan Yang 024; Mao Yang 004; Qingmin Liao; et al. (ECCV (15), 2024)

Understanding the Weakness of Large Language Model Agents within a Complex Android Environment. - Mingzhe Xing; Rongkai Zhang 005; Hui Xue 004; Qi Chen 009; Fan Yang 024; Zhen Xiao (KDD, 2024)

AniTalker: Animate Vivid and Diverse Talking Faces through Identity-Decoupled Facial Motion Encoding. - Tao Liu 068; Feilong Chen; Shuai Fan 005; Chenpeng Du; Qi Chen 009; Xie Chen 001; Kai Yu 004 (ACM Multimedia, 2024)

MS MARCO Web Search: A Large-scale Information-rich Web Dataset with Millions of Real Click Labels. - Qi Chen 009; Xiubo Geng; Corby Rosset; Carolyn Buractaon; Jingwen Lu; Tao Shen 001; Kun Zhou 002; Chenyan Xiong; Yeyun Gong; Paul N. Bennett; Nick Craswell; Xing Xie 001; et al. (WWW (Companion Volume), 2024)

OneSparse: A Unified System for Multi-index Vector Search. - Yaoqi Chen; Ruicheng Zheng; Qi Chen 009; Shuotao Xu; Qianxi Zhang; Xue Wu; Weihao Han; Hua Yuan; Mingqin Li; Yujing Wang; Jason Li; Fan Yang 024; et al. (WWW (Companion Volume), 2024)

GSTalker: Real-time Audio-Driven Talking Face Generation via Deformable Gaussian Splatting. - Bo Chen; Shoukang Hu; Qi Chen 009; Chenpeng Du; Ran Yi; Yanmin Qian; Xie Chen 001 (CoRR, 2024)

Gradient-Mask Tuning Elevates the Upper Limits of LLM Performance. - Haoling Li; Xin Zhang 099; Xiao Liu 029; Yeyun Gong; Yifan Wang; Yujiu Yang; Qi Chen 009; Peng Cheng 005 (CoRR, 2024)

RetrievalAttention: Accelerating Long-Context LLM Inference via Vector Retrieval. - Di Liu; Meng Chen; Baotong Lu; Huiqiang Jiang; Zhenhua Han; Qianxi Zhang; Qi Chen 009; Chengruidong Zhang; Bailu Ding; Kai Zhang; Chen Chen 067; Fan Yang 024; et al. (CoRR, 2024)

Integrative Decoding: Improve Factuality via Implicit Self-consistency. - Yi Cheng; Xiao Liang; Yeyun Gong; Wen Xiao; Song Wang; Yuji Zhang 002; Wenjun Hou; Kaishuai Xu; Wenge Liu; Wenjie Li 002; Jian Jiao 007; Qi Chen 009; et al. (CoRR, 2024)

VQTalker: Towards Multilingual Talking Avatars Through Facial Motion Tokenization. - Tao Liu 068; Ziyang Ma 001; Qi Chen 009; Feilong Chen; Shuai Fan 005; Xie Chen 001; Kai Yu 004 (AAAI, 2025)

Integrative Decoding: Improving Factuality via Implicit Self-consistency. - Yi Cheng; Xiao Liang; Yeyun Gong; Wen Xiao; Song Wang; Yuji Zhang 002; Wenjun Hou; Kaishuai Xu; Wenge Liu; Wenjie Li 002; Jian Jiao 007; Qi Chen 009; et al. (ICLR, 2025)

EpiCoder: Encompassing Diversity and Complexity in Code Generation. - Yaoxiang Wang; Haoling Li; Xin Zhang 099; Jie Wu; Xiao Liu 029; Wenxiang Hu; Zhongxin Guo; Yangyu Huang; Ying Xin; Yujiu Yang; Jinsong Su; Qi Chen 009; et al. (CoRR, 2025)

Sigma: Differential Rescaling of Query, Key and Value for Efficient Language Models. - Zhenghao Lin; Zihao Tang; Xiao Liu 029; Yeyun Gong; Yi Cheng; Qi Chen 009; Hang Li; Ying Xin; Ziyue Yang; Kailai Yang; Yu Yan; Xiao Liang; et al. (CoRR, 2025)

Beyond Prompt Content: Enhancing LLM Performance via Content-Format Integrated Prompt Optimization. - Yuanye Liu; Jiahang Xu; Li Lyna Zhang; Qi Chen 009; Xuan Feng; Yang Chen; Zhongxin Guo; Yuqing Yang 001; Peng Cheng 005 (CoRR, 2025)