PPaperPicks

Lu Wang

Microsoft, Beijing, China

26 papers at tracked venues · 15 at CORE A* · active 2024–2026

Venues

Frequent coauthors

Qingwei Lin
×22
Saravan Rajmohan
×19
Dongmei Zhang
×19
Fangkai Yang
×17
Pu Zhao
×12
Qi Zhang
×10
Si Qin
×6
Weiwei Deng
×4
Chaoyun Zhang
×4
Bo Qiao
×4
Yuefeng Zhan
×3
Hao Sun
×3

Papers

  1. Break Through the Compression Bottleneck: From Theory to Practice
    ACL 2026 ·
    Xiusheng Huang
    , Lu Wang,
    Yequan Wang
    ,
    Jun Zhao
    ,
    Kang Liu
  2. DUET: Joint Exploration of User-Item Profiles in Recommendation System
    ACL 2026 ·
    Yue Chen
    ,
    Yifei Sun
    , Lu Wang,
    Fangkai Yang
    ,
    Pu Zhao
    ,
    Minjie Hong
    ,
    Yifei Dong
    ,
    Minghua He
    ,
    Nan Hu
    ,
    Jianjin Zhang
    ,
    Zhiwei Dai
    ,
    Yuefeng Zhan
    ,
    Weihao Han
    ,
    Hao Sun
    ,
    Qingwei Lin
    ,
    Weiwei Deng
    ,
    Feng Sun
    ,
    Qi Zhang
    ,
    Saravan Rajmohan
    ,
    Dongmei Zhang
  3. From Task to Tutorial: An Automated GUI Framework for Excel Tutorial Document and Video Creation
    FSE 2026 ·
    Yuhang Xie
    ,
    Jian Mu
    ,
    Xiaojun Ma
    ,
    Chaoyun Zhang
    , Lu Wang,
    Mengyu Zhou
    ,
    Mugeng Liu
    ,
    Si Qin
    ,
    Qingwei Lin
    ,
    Saravan Rajmohan
    ,
    Shi Han
    ,
    Dongmei Zhang
  4. Learning to Refine: Self-Refinement of Parallel Reasoning in LLMs
    ACL 2026 ·
    Qibin Wang
    ,
    Pu Zhao
    ,
    Shaohan Huang
    ,
    Fangkai Yang
    , Lu Wang,
    Furu Wei
    ,
    Qingwei Lin
    ,
    Saravan Rajmohan
    ,
    Dongmei Zhang
  5. RepoGenesis: Benchmarking End-to-End Microservice Generation from Readme to Repository
    ACL 2026 ·
    Zhiyuan Peng
    ,
    Xin Yin
    ,
    Pu Zhao
    ,
    Fangkai Yang
    , Lu Wang,
    Ran Jia
    ,
    Xu Chen
    ,
    Qingwei Lin
    ,
    Saravan Rajmohan
    ,
    Dongmei Zhang
  6. Theory-optimal Quantization Based on Flatness
    ACL 2026 ·
    Xiusheng Huang
    ,
    Zhe Li
    ,
    Xuanwu Yin
    , Lu Wang,
    Yequan Wang
    ,
    Dong Li
    ,
    Emad Barsoum
    ,
    Kang Liu
  7. Zipage: Maintain High Request Concurrency for LLM Reasoning through Compressed PagedAttention
    ACL 2026 ·
    Mengqi Liao
    , Lu Wang,
    Chaoyun Zhang
    ,
    Bo Qiao
    ,
    Si Qin
    ,
    Qingwei Lin
    ,
    Saravan Rajmohan
    ,
    Dongmei Zhang
    ,
    Huaiyu Wan
  8. AXIS: Efficient Human-Agent-Computer Interaction with API-First LLM-Based Agents
    ACL 2025 ·
    Junting Lu
    ,
    Zhiyang Zhang
    ,
    Fangkai Yang
    ,
    Jue Zhang
    , Lu Wang,
    Chao Du
    ,
    Qingwei Lin
    ,
    Saravan Rajmohan
    ,
    Dongmei Zhang
    ,
    Qi Zhang
  9. AdaptFlow: Adaptive Workflow Optimization via Meta-Learning
    EMNLP 2025 ·
    Runchuan Zhu
    ,
    Bowen Jiang
    ,
    Lingrui Mei
    ,
    Fangkai Yang
    , Lu Wang,
    Haoxiang Gao
    ,
    Fengshuo Bai
    ,
    Pu Zhao
    ,
    Qingwei Lin
    ,
    Saravan Rajmohan
    ,
    Dongmei Zhang
  10. ICL-Bandit: Relevance Labeling in Advertisement Recommendation Systems via LLM
    EMNLP 2025 · Lu Wang,
    Chiming Duan
    ,
    Pu Zhao
    ,
    Fangkai Yang
    ,
    Yong Shi
    ,
    Xuefeng Luo
    ,
    Bingjing Xu
    ,
    Weiwei Deng
    ,
    Qingwei Lin
    ,
    Dongmei Zhang
  11. LettinGo: Explore User Profile Generation for Recommendation System
    SIGKDD 2025 · Lu Wang,
    Di Zhang
    ,
    Fangkai Yang
    ,
    Pu Zhao
    ,
    Jianfeng Liu
    ,
    Yuefeng Zhan
    ,
    Hao Sun
    ,
    Qingwei Lin
    ,
    Weiwei Deng
    ,
    Dongmei Zhang
    ,
    Feng Sun
    ,
    Qi Zhang
  12. ProtoRAIL: A Risk-cognizant Imitation Agent for Adaptive vCPU Oversubscription In the Cloud
    MLSys 2025 · Lu Wang,
    Mayukh Das
    ,
    Fangkai Yang
    ,
    Bo Qiao
    ,
    Hang Dong
    ,
    Si Qin
    ,
    Victor Rühle
    ,
    Chetan Bansal
    ,
    Eli Cortez
    ,
    Íñigo Goiri
    ,
    Saravan Rajmohan
    ,
    Qingwei Lin
    ,
    Dongmei Zhang
  13. RuAG: Learned-rule-augmented Generation for Large Language Models
    ICLR 2025 ·
    Yudi Zhang
    ,
    Pei Xiao
    , Lu Wang,
    Chaoyun Zhang
    ,
    Meng Fang
    ,
    Yali Du
    ,
    Yevgeniy Puzyrev
    ,
    Randolph Yao
    ,
    Si Qin
    ,
    Qingwei Lin
    ,
    Mykola Pechenizkiy
    ,
    Dongmei Zhang
    ,
    Saravan Rajmohan
    ,
    Qi Zhang
  14. Self-Evolved Reward Learning for LLMS
    ICLR 2025 ·
    Chenghua Huang
    ,
    Zhizhen Fan
    , Lu Wang,
    Fangkai Yang
    ,
    Pu Zhao
    ,
    Zeqi Lin
    ,
    Qingwei Lin
    ,
    Dongmei Zhang
    ,
    Saravan Rajmohan
    ,
    Qi Zhang
  15. Te-PID: An Adaptive Erasure Coding Temperature Management System for Optimized Cloud Storage
    FSE 2025 ·
    Pei Xiao
    , Lu Wang,
    Fangkai Yang
    ,
    Guoqing Geng
    ,
    Haoran Li
    ,
    Jeff Zhu
    ,
    Yu Kang
    ,
    Yifan Li
    ,
    Terry Chen
    ,
    Yue Chen
    ,
    Saravan Rajmohan
    ,
    Qi Zhang
  16. Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation
    EMNLP 2025 ·
    Kaikai An
    ,
    Fangkai Yang
    ,
    Liqun Li
    ,
    Junting Lu
    ,
    Sitao Cheng
    ,
    Shuzheng Si
    , Lu Wang,
    Pu Zhao
    ,
    Lele Cao
    ,
    Qingwei Lin
    ,
    Saravan Rajmohan
    ,
    Dongmei Zhang
    ,
    Baobao Chang
  17. Token-level Proximal Policy Optimization for Query Generation
    EMNLP 2025 ·
    Yichen Ouyang
    , Lu Wang,
    Fangkai Yang
    ,
    Pu Zhao
    ,
    Chenghua Huang
    ,
    Jianfeng Liu
    ,
    Bochen Pang
    ,
    Yaming Yang
    ,
    Yuefeng Zhan
    ,
    Hao Sun
    ,
    Qingwei Lin
    ,
    Saravan Rajmohan
    ,
    Weiwei Deng
    ,
    Dongmei Zhang
    ,
    Feng Sun
  18. WarriorCoder: Learning from Expert Battles to Augment Code Large Language Models
    ACL 2025 ·
    Huawen Feng
    ,
    Pu Zhao
    ,
    Qingfeng Sun
    ,
    Can Xu
    ,
    Fangkai Yang
    , Lu Wang,
    Qianli Ma
    ,
    Qingwei Lin
    ,
    Saravan Rajmohan
    ,
    Dongmei Zhang
    ,
    Qi Zhang
  19. AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation
    EMNLP 2024 ·
    Jia Fu
    ,
    Xiaoting Qin
    ,
    Fangkai Yang
    , Lu Wang,
    Jue Zhang
    ,
    Qingwei Lin
    ,
    Yubo Chen
    ,
    Dongmei Zhang
    ,
    Saravan Rajmohan
    ,
    Qi Zhang
  20. Balance Reward and Safety Optimization for Safe Reinforcement Learning: A Perspective of Gradient Manipulation
    AAAI 2024 ·
    Shangding Gu
    ,
    Bilgehan Sel
    ,
    Yuhao Ding
    , Lu Wang,
    Qingwei Lin
    ,
    Ming Jin
    ,
    Alois Knoll
  21. COIN: Chance-Constrained Imitation Learning for Safe and Adaptive Resource Oversubscription under Uncertainty
    CIKM 2024 · Lu Wang,
    Mayukh Das
    ,
    Fangkai Yang
    ,
    Chao Du
    ,
    Bo Qiao
    ,
    Hang Dong
    ,
    Chetan Bansal
    ,
    Si Qin
    ,
    Saravan Rajmohan
    ,
    Qingwei Lin
    ,
    Dongmei Zhang
    ,
    Qi Zhang
  22. Everything of Thoughts: Defying the Law of Penrose Triangle for Thought Generation
    ACL 2024 ·
    Ruomeng Ding
    ,
    Chaoyun Zhang
    , Lu Wang,
    Yong Xu
    ,
    Minghua Ma
    ,
    Wei Zhang
    ,
    Si Qin
    ,
    Saravan Rajmohan
    ,
    Qingwei Lin
    ,
    Dongmei Zhang
  23. Interpretable Imitation Learning with Dynamic Causal Relations
    WSDM 2024 ·
    Tianxiang Zhao
    ,
    Wenchao Yu
    ,
    Suhang Wang
    , Lu Wang,
    Xiang Zhang
    ,
    Yuncong Chen
    ,
    Yanchi Liu
    ,
    Wei Cheng
    ,
    Haifeng Chen
  24. Nissist: An Incident Mitigation Copilot based on Troubleshooting Guides
    ECAI 2024 ·
    Kaikai An
    ,
    Fangkai Yang
    ,
    Junting Lu
    ,
    Liqun Li
    ,
    Zhixing Ren
    ,
    Hao Huang
    , Lu Wang,
    Pu Zhao
    ,
    Yu Kang
    ,
    Hua Ding
    ,
    Qingwei Lin
    ,
    Saravan Rajmohan
    ,
    Dongmei Zhang
    ,
    Qi Zhang
  25. SELF-GUARD: Empower the LLM to Safeguard Itself
    NAACL 2024 ·
    Zezhong Wang
    ,
    Fangkai Yang
    , Lu Wang,
    Pu Zhao
    ,
    Hongru Wang
    ,
    Liang Chen
    ,
    Qingwei Lin
    ,
    Kam-Fai Wong
  26. SMuCo: Reinforcement Learning for Visual Control via Sequential Multi-view Total Correlation
    UAI 2024 ·
    Tong Cheng
    ,
    Hang Dong
    , Lu Wang,
    Bo Qiao
    ,
    Qingwei Lin
    ,
    Saravan Rajmohan
    ,
    Thomas Moscibroda