PPaperPicks

Dongmei Zhang

Microsoft Research Asia, Beijing, China

90 papers at tracked venues · 59 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-9230-2799 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×20EMNLP ×19FSE ×6AAAI ×4ICLR ×4ISSRE ×4NeurIPS ×4SIGKDD ×4ACM MM ×3CVPR ×3ICSE ×3SIGMOD ×3WWW ×3WSDM ×2AISTATS ×1CIKM ×1ECAI ×1ICDE ×1IUI ×1MLSys ×1NAACL ×1NDSS ×1

Frequent coauthors

Qingwei Lin
×53
Saravan Rajmohan
×46
Shi Han
×22
Fangkai Yang
×20
Chaoyun Zhang
×19
Lu Wang
×19
Pu Zhao
×18
Qi Zhang
×18
Mengyu Zhou
×15
Si Qin
×14
Minghua Ma
×13
Yu Kang
×11

Papers

  1. Aloha: Localizing Batch Failures in Large-scale Cloud Systems via Contrast Analysis and Human-in-the-Loop Agent
    FSE 2026 ·
    Shenglin Zhang
    ,
    Yujia Wu
    ,
    Jinghuan Ren
    ,
    Yongqian Sun
    ,
    Wenwei Gu
    ,
    Chaoyun Zhang
    ,
    Liqun Li
    ,
    Qingwei Lin
    , Dongmei Zhang,
    Saravan Rajmohan
    ,
    Chetan Bansal
    ,
    Minghua Ma
  2. CAST: Achieving Stable LLM-based Text Analysis for Data Analytics
    ACL 2026 ·
    Jinxiang Xie
    ,
    Zihao Li
    ,
    Wei He
    ,
    Rui Ding
    ,
    Shi Han
    , Dongmei Zhang
  3. CI-Work: Benchmarking Contextual Integrity in Enterprise LLM Agents
    ACL 2026 ·
    Wenjie Fu
    ,
    Xiaoting Qin
    ,
    Jue Zhang
    ,
    Qingwei Lin
    ,
    Lukas Wutschitz
    ,
    Robert Sim
    ,
    Saravan Rajmohan
    , Dongmei Zhang
  4. Cloud Intelligence/AIOps 2.0: Knowledge-Anchored Agentic AIOps
    FSE 2026 · Dongmei Zhang,
    Qingwei Lin
    ,
    Si Qin
    ,
    Liqun Li
    ,
    Lianbin Chi
    ,
    Dawei Song
    ,
    Biao Cheng
    ,
    Chaoyun Zhang
    ,
    Yingnong Dang
    ,
    Samia Khalid
    ,
    Saravan Rajmohan
    ,
    Sitaram Lanka
  5. 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
  6. EgoMemory: Memory-Augmented Personalized Retrieval for Long-Context Egocentric Video
    ACL 2026 ·
    Yuanmin Tang
    ,
    Jue Zhang
    ,
    Xiaoting Qin
    ,
    Jing Yu
    ,
    Meikang Qiu
    ,
    Gaopeng Gou
    ,
    Gang Xiong
    ,
    Qingwei Lin
    ,
    Saravan Rajmohan
    , Dongmei Zhang,
    Qi Wu
  7. 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
  8. Gradient-Guided Multi-Judge Prompt Optimization
    ACL 2026 ·
    Chenzhuo Zhao
    ,
    Xinda Wang
    ,
    Pu Zhao
    ,
    Yue Huang
    ,
    Junting Lu
    ,
    Ziqian Liu
    ,
    Qingwei Lin
    ,
    Saravan Rajmohan
    , Dongmei Zhang
  9. Jupiter: Enhancing LLM Data Analysis Capabilities via Notebook and Inference-Time Value-Guided Search
    AAAI 2026 ·
    Shuocheng Li
    ,
    Yihao Liu
    ,
    Silin Du
    ,
    Wenxuan Zeng
    ,
    Zhe Xu
    ,
    Mengyu Zhou
    ,
    Yeye He
    ,
    Haoyu Dong
    ,
    Shi Han
    , Dongmei Zhang
  10. LLM Reasoning as Trajectories: Step-Specific Representation Geometry and Correctness Signals
    ACL 2026 ·
    Lihao Sun
    ,
    Hang Dong
    ,
    Bo Qiao
    ,
    Qingwei Lin
    , Dongmei Zhang,
    Saravan Rajmohan
  11. 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
  12. Not All Tokens Matter: Towards Efficient LLM Reasoning via Token Significance in Reinforcement Learning
    ACL 2026 ·
    Hanbing Liu
    ,
    Lang Cao
    ,
    Yuanyi Ren
    ,
    Mengyu Zhou
    ,
    Haoyu Dong
    ,
    Xiaojun Ma
    ,
    Shi Han
    , Dongmei Zhang
  13. Quantifying and Improving the Robustness of Retrieval-Augmented Language Models Against Spurious Features in Grounding Data
    ACL 2026 ·
    Shiping Yang
    ,
    Jie Wu
    ,
    Wenbiao Ding
    ,
    Ning Wu
    ,
    Shining Liang
    ,
    Ming Gong
    ,
    Hongzhi Li
    ,
    Hengyuan Zhang
    ,
    Angel X. Chang
    , Dongmei Zhang
  14. 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
  15. SheetBrain: A Neuro-Symbolic Agent for Accurate Reasoning over Complex and Large Spreadsheets
    AAAI 2026 ·
    Ziwei Wang
    ,
    Jiayuan Su
    ,
    Mengyu Zhou
    ,
    Huaxing Zeng
    ,
    Mengni Jia
    ,
    Xiao Lv
    ,
    Haoyu Dong
    ,
    Xiaojun Ma
    ,
    Shi Han
    , Dongmei Zhang
  16. StepFly: Agentic Troubleshooting Guide Automation for Incident Diagnosis
    FSE 2026 ·
    Jiayi Mao
    ,
    Liqun Li
    ,
    Yanjie Gao
    ,
    Zegang Peng
    ,
    Shilin He
    ,
    Chaoyun Zhang
    ,
    Si Qin
    ,
    Samia Khalid
    ,
    Qingwei Lin
    ,
    Saravan Rajmohan
    ,
    Sitaram Lanka
    , Dongmei Zhang
  17. 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
  18. 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
  19. 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
  20. AllHands :Ask Me Anything on Large-scale Verbatim Feedback via Large Language Models
    ICDE 2025 ·
    Chaoyun Zhang
    ,
    Zicheng Ma
    ,
    Yuhao Wu
    ,
    Shilin He
    ,
    Si Qin
    ,
    Minghua Ma
    ,
    Xiaoting Qin
    ,
    Yu Kang
    ,
    Yuyi Liang
    ,
    Xiaoyu Gou
    ,
    Yajie Xue
    ,
    Qingwei Lin
    ,
    Saravan Rajmohan
    , Dongmei Zhang,
    Qi Zhang
  21. An Empirical Study of Production Incidents in Generative AI Cloud Services
    ISSRE 2025 ·
    Haoran Yan
    ,
    Yinfang Chen
    ,
    Minghua Ma
    ,
    Ming Wen
    ,
    Shan Lu
    ,
    Shenglin Zhang
    ,
    Tianyin Xu
    ,
    Rujia Wang
    ,
    Chetan Bansal
    ,
    Saravan Rajmohan
    ,
    Qingwei Lin
    ,
    Chaoyun Zhang
    , Dongmei Zhang
  22. Auto-Test: Learning Semantic-Domain Constraints for Unsupervised Error Detection in Tables
    SIGMOD 2025 ·
    Qixu Chen
    ,
    Yeye He
    ,
    Raymond Chi-Wing Wong
    ,
    Weiwei Cui
    ,
    Song Ge
    ,
    Haidong Zhang
    , Dongmei Zhang,
    Surajit Chaudhuri
  23. Consensus-Robust Transfer Attacks via Parameter and Representation Perturbations
    NeurIPS 2025 ·
    Shixin Li
    ,
    Zewei Li
    ,
    Xiaojing Ma
    ,
    Xiaofan Bai
    ,
    Pingyi Hu
    , Dongmei Zhang,
    Bin Zhu
  24. DI-BENCH: Benchmarking Large Language Models on Dependency Inference with Testable Repositories at Scale
    ACL 2025 ·
    Linghao Zhang
    ,
    Junhao Wang
    ,
    Shilin He
    ,
    Chaoyun Zhang
    ,
    Yu Kang
    ,
    Bowen Li
    ,
    Jiaheng Wen
    ,
    Chengxing Xie
    ,
    Maoquan Wang
    ,
    Yufan Huang
    ,
    Elsie Nallipogu
    ,
    Qingwei Lin
    ,
    Yingnong Dang
    ,
    Saravan Rajmohan
    , Dongmei Zhang,
    Qi Zhang
  25. ESF: Efficient Sensitive Fingerprinting for Black-Box Tamper Detection of Large Language Models
    ACL 2025 ·
    Xiaofan Bai
    ,
    Pingyi Hu
    ,
    Xiaojing Ma
    ,
    Linchen Yu
    , Dongmei Zhang,
    Qi Zhang
    ,
    Bin Benjamin Zhu
  26. Enhancing Adversarial Transferability with Checkpoints of a Single Model's Training
    CVPR 2025 ·
    Shixin Li
    ,
    Chaoxiang He
    ,
    Xiaojing Ma
    ,
    Bin Benjamin Zhu
    ,
    Shuo Wang
    ,
    Hongsheng Hu
    , Dongmei Zhang,
    Linchen Yu
  27. ExeCoder: Empowering Large Language Models with Executability Representation for Code Translation
    EMNLP 2025 ·
    Minghua He
    ,
    Yue Chen
    ,
    Fangkai Yang
    ,
    Pu Zhao
    ,
    Wenjie Yin
    ,
    Yu Kang
    ,
    Qingwei Lin
    ,
    Saravan Rajmohan
    , Dongmei Zhang
  28. From Reasoning to Answer: Empirical, Attention-Based and Mechanistic Insights into Distilled DeepSeek R1 Models
    EMNLP 2025 ·
    Jue Zhang
    ,
    Qingwei Lin
    ,
    Saravan Rajmohan
    , Dongmei Zhang
  29. GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents
    NeurIPS 2025 ·
    Qianhui Wu
    ,
    Kanzhi Cheng
    ,
    Rui Yang
    ,
    Chaoyun Zhang
    ,
    Jianwei Yang
    ,
    Huiqiang Jiang
    ,
    Jian Mu
    ,
    Baolin Peng
    ,
    Bo Qiao
    ,
    Reuben Tan
    ,
    Si Qin
    ,
    Lars Liden
    ,
    Qingwei Lin
    ,
    Huan Zhang
    ,
    Tong Zhang
    ,
    Jianbing Zhang
    , Dongmei Zhang,
    Jianfeng Gao
  30. 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
  31. Illustration Layout Generation for Slide Enhancement with Pixel-based Diffusion Model
    ACM MM 2025 ·
    Zhaoyun Jiang
    ,
    Jiaqi Guo
    ,
    Shakie Liu
    ,
    Chao Han
    ,
    Ting Liu
    ,
    Jian-Guang Lou
    , Dongmei Zhang
  32. Large Language Models can Deliver Accurate and Interpretable Time Series Anomaly Detection
    SIGKDD 2025 ·
    Jun Liu
    ,
    Chaoyun Zhang
    ,
    Jiaxu Qian
    ,
    Minghua Ma
    ,
    Si Qin
    ,
    Chetan Bansal
    ,
    Qingwei Lin
    ,
    Saravan Rajmohan
    , Dongmei Zhang
  33. Learning Identifiable Structures Helps Avoid Bias in DNN-based Supervised Causal Learning
    AISTATS 2025 ·
    Jiaru Zhang
    ,
    Rui Ding
    ,
    Qiang Fu
    ,
    Bojun Huang
    ,
    Zizhen Deng
    ,
    Yang Hua
    ,
    Haibing Guan
    ,
    Shi Han
    , Dongmei Zhang
  34. 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
  35. MMTU: A Massive Multi-Task Table Understanding and Reasoning Benchmark
    NeurIPS 2025 ·
    Junjie Xing
    ,
    Yeye He
    ,
    Mengyu Zhou
    ,
    Haoyu Dong
    ,
    Shi Han
    ,
    Lingjiao Chen
    , Dongmei Zhang,
    Surajit Chaudhuri
    ,
    H. V. Jagadish
  36. Navigating the Unknown: A Chat-Based Collaborative Interface for Personalized Exploratory Tasks
    IUI 2025 ·
    Yingzhe Peng
    ,
    Xiaoting Qin
    ,
    Zhiyang Zhang
    ,
    Jue Zhang
    ,
    Qingwei Lin
    ,
    Xu Yang
    , Dongmei Zhang,
    Saravan Rajmohan
    ,
    Qi Zhang
  37. OpenRCA: Can Large Language Models Locate the Root Cause of Software Failures?
    ICLR 2025 ·
    Junjielong Xu
    ,
    Qinan Zhang
    ,
    Zhiqing Zhong
    ,
    Shilin He
    ,
    Chaoyun Zhang
    ,
    Qingwei Lin
    ,
    Dan Pei
    ,
    Pinjia He
    , Dongmei Zhang,
    Qi Zhang
  38. Ploutos: Towards Explainable Stock Movement Prediction with Financial Large Language Model
    WWW 2025 ·
    Hanshuang Tong
    ,
    Jun Li
    ,
    Ning Wu
    ,
    Ming Gong
    , Dongmei Zhang,
    Qi Zhang
  39. Privacy in Action: Towards Realistic Privacy Mitigation and Evaluation for LLM-Powered Agents
    EMNLP 2025 ·
    Shouju Wang
    ,
    Fenglin Yu
    ,
    Xirui Liu
    ,
    Xiaoting Qin
    ,
    Jue Zhang
    ,
    Qingwei Lin
    , Dongmei Zhang,
    Saravan Rajmohan
  40. Proceedings of the 33rd ACM International Conference on the Foundations of Software Engineering, FSE Companion 2025, Clarion Hotel Trondheim, Trondheim, Norway, June 23-28, 2025
    FSE 2025 ·
    Leonardo Montecchi
    ,
    Jingyue Li
    ,
    Denys Poshyvanyk
    , Dongmei Zhang
  41. 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
  42. RESF: Regularized-Entropy-Sensitive Fingerprinting for Black-Box Tamper Detection of Large Language Models
    EMNLP 2025 ·
    Pingyi Hu
    ,
    Xiaofan Bai
    ,
    Xiaojing Ma
    ,
    Chaoxiang He
    , Dongmei Zhang,
    Bin Benjamin Zhu
  43. Reason-before-Retrieve: One-Stage Reflective Chain-of-Thoughts for Training-Free Zero-Shot Composed Image Retrieval
    CVPR 2025 ·
    Yuanmin Tang
    ,
    Jue Zhang
    ,
    Xiaoting Qin
    ,
    Jing Yu
    ,
    Gaopeng Gou
    ,
    Gang Xiong
    ,
    Qingwei Lin
    ,
    Saravan Rajmohan
    , Dongmei Zhang,
    Qi Wu
  44. 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
  45. SDBF: Steep-Decision-Boundary Fingerprinting for Hard-Label Tampering Detection of DNN Models
    CVPR 2025 ·
    Xiaofan Bai
    ,
    Shixin Li
    ,
    Xiaojing Ma
    ,
    Bin Benjamin Zhu
    , Dongmei Zhang,
    Linchen Yu
  46. SECRET: Towards Scalable and Efficient Code Retrieval via Segmented Deep Hashing
    ICSE 2025 ·
    Wenchao Gu
    ,
    Ensheng Shi
    ,
    Yanlin Wang
    ,
    Lun Du
    ,
    Shi Han
    ,
    Hongyu Zhang
    , Dongmei Zhang,
    Michael R. Lyu
  47. SWE-bench Goes Live!
    NeurIPS 2025 ·
    Linghao Zhang
    ,
    Shilin He
    ,
    Chaoyun Zhang
    ,
    Yu Kang
    ,
    Bowen Li
    ,
    Chengxing Xie
    ,
    Junhao Wang
    ,
    Maoquan Wang
    ,
    Yufan Huang
    ,
    Shengyu Fu
    ,
    Elsie Nallipogu
    ,
    Qingwei Lin
    ,
    Yingnong Dang
    ,
    Saravan Rajmohan
    , Dongmei Zhang
  48. 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
  49. SheetDesigner: MLLM-Powered Spreadsheet Layout Generation with Rule-Based and Vision-Based Reflection
    EMNLP 2025 ·
    Qin Chen
    ,
    Yuanyi Ren
    ,
    Xiaojun Ma
    ,
    Mugeng Liu
    ,
    Shi Han
    , Dongmei Zhang
  50. Skeleton-Guided-Translation: A Benchmarking Framework for Code Repository Translation with Fine-Grained Quality Evaluation
    EMNLP 2025 ·
    Xing Zhang
    ,
    Jiaheng Wen
    ,
    Fangkai Yang
    ,
    Yu Kang
    ,
    Pu Zhao
    ,
    Junhao Wang
    ,
    Maoquan Wang
    ,
    Yufan Huang
    ,
    Shengyu Fu
    ,
    Elsie Nallipogu
    ,
    Qingwei Lin
    ,
    Yingnong Dang
    ,
    Saravan Rajmohan
    , Dongmei Zhang
  51. Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Fine-tuning
    EMNLP 2025 ·
    Junjie Xing
    ,
    Yeye He
    ,
    Mengyu Zhou
    ,
    Haoyu Dong
    ,
    Shi Han
    , Dongmei Zhang,
    Surajit Chaudhuri
  52. TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models
    ACL 2025 ·
    Xinyi He
    ,
    Yihao Liu
    ,
    Mengyu Zhou
    ,
    Yeye He
    ,
    Haoyu Dong
    ,
    Shi Han
    ,
    Zejian Yuan
    , Dongmei Zhang
  53. TablePilot: Recommending Human-Preferred Tabular Data Analysis with Large Language Models
    ACL 2025 ·
    Deyin Yi
    ,
    Yihao Liu
    ,
    Lang Cao
    ,
    Mengyu Zhou
    ,
    Haoyu Dong
    ,
    Shi Han
    , Dongmei Zhang
  54. 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
  55. 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
  56. TwT: Thinking without Tokens by Habitual Reasoning Distillation with Multi-Teachers' Guidance
    EMNLP 2025 ·
    Jingxian Xu
    ,
    Mengyu Zhou
    ,
    Weichang Liu
    ,
    Hanbing Liu
    ,
    Shi Han
    , Dongmei Zhang
  57. UFO: A UI-Focused Agent for Windows OS Interaction
    NAACL 2025 ·
    Chaoyun Zhang
    ,
    Liqun Li
    ,
    Shilin He
    ,
    Xu Zhang
    ,
    Bo Qiao
    ,
    Si Qin
    ,
    Minghua Ma
    ,
    Yu Kang
    ,
    Qingwei Lin
    ,
    Saravan Rajmohan
    , Dongmei Zhang,
    Qi Zhang
  58. 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
  59. WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct
    ICLR 2025 ·
    Haipeng Luo
    ,
    Qingfeng Sun
    ,
    Can Xu
    ,
    Pu Zhao
    ,
    Jian-Guang Lou
    ,
    Chongyang Tao
    ,
    Xiubo Geng
    ,
    Qingwei Lin
    ,
    Shifeng Chen
    ,
    Yansong Tang
    , Dongmei Zhang
  60. Auto-Formula: Recommend Formulas in Spreadsheets using Contrastive Learning for Table Representations
    SIGMOD 2024 ·
    Sibei Chen
    ,
    Yeye He
    ,
    Weiwei Cui
    ,
    Ju Fan
    ,
    Song Ge
    ,
    Haidong Zhang
    , Dongmei Zhang,
    Surajit Chaudhuri
  61. 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
  62. Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations
    EMNLP 2024 ·
    Nuo Chen
    ,
    Zinan Zheng
    ,
    Ning Wu
    ,
    Ming Gong
    , Dongmei Zhang,
    Jia Li
  63. 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
  64. Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments
    ACL 2024 ·
    Sitao Cheng
    ,
    Ziyuan Zhuang
    ,
    Yong Xu
    ,
    Fangkai Yang
    ,
    Chaoyun Zhang
    ,
    Xiaoting Qin
    ,
    Xiang Huang
    ,
    Ling Chen
    ,
    Qingwei Lin
    , Dongmei Zhang,
    Saravan Rajmohan
    ,
    Qi Zhang
  65. Can We Trust Auto-Mitigation? Improving Cloud Failure Prediction with Uncertain Positive Learning
    ISSRE 2024 ·
    Haozhe Li
    ,
    Minghua Ma
    ,
    Yudong Liu
    ,
    Pu Zhao
    ,
    Shuo Li
    ,
    Ze Li
    ,
    Murali Chintalapati
    ,
    Yingnong Dang
    ,
    Chetan Bansal
    ,
    Saravan Rajmohan
    ,
    Qingwei Lin
    , Dongmei Zhang
  66. CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing
    EMNLP 2024 ·
    Xinyi He
    ,
    Jiaru Zou
    ,
    Yun Lin
    ,
    Mengyu Zhou
    ,
    Shi Han
    ,
    Zejian Yuan
    , Dongmei Zhang
  67. DorPatch: Distributed and Occlusion-Robust Adversarial Patch to Evade Certifiable Defenses
    NDSS 2024 ·
    Chaoxiang He
    ,
    Xiaojing Ma
    ,
    Bin B. Zhu
    ,
    Yimiao Zeng
    ,
    Hanqing Hu
    ,
    Xiaofan Bai
    ,
    Hai Jin
    , Dongmei Zhang
  68. Early Bird: Ensuring Reliability of Cloud Systems Through Early Failure Prediction
    ISSRE 2024 ·
    Yudong Liu
    ,
    Minghua Ma
    ,
    Pu Zhao
    ,
    Tianci Li
    ,
    Bo Qiao
    ,
    Shuo Li
    ,
    Ze Li
    ,
    Murali Chintalapati
    ,
    Yingnong Dang
    ,
    Chetan Bansal
    ,
    Saravan Rajmohan
    ,
    Qingwei Lin
    , Dongmei Zhang
  69. EfficientRAG: Efficient Retriever for Multi-Hop Question Answering
    EMNLP 2024 ·
    Ziyuan Zhuang
    ,
    Zhiyang Zhang
    ,
    Sitao Cheng
    ,
    Fangkai Yang
    ,
    Jia Liu
    ,
    Shujian Huang
    ,
    Qingwei Lin
    ,
    Saravan Rajmohan
    , Dongmei Zhang,
    Qi Zhang
  70. Encoding Spreadsheets for Large Language Models
    EMNLP 2024 ·
    Haoyu Dong
    ,
    Jianbo Zhao
    ,
    Yuzhang Tian
    ,
    Junyu Xiong
    ,
    Mengyu Zhou
    ,
    Yun Lin
    ,
    José Cambronero
    ,
    Yeye He
    ,
    Shi Han
    , Dongmei Zhang
  71. 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
  72. IconDM: Text-Guided Icon Set Expansion Using Diffusion Models
    ACM MM 2024 ·
    Jiawei Lin
    ,
    Zhaoyun Jiang
    ,
    Jiaqi Guo
    ,
    Shizhao Sun
    ,
    Ting Liu
    ,
    Zijiang Yang
    ,
    Jian-Guang Lou
    , Dongmei Zhang
  73. LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression
    ACL 2024 ·
    Zhuoshi Pan
    ,
    Qianhui Wu
    ,
    Huiqiang Jiang
    ,
    Menglin Xia
    ,
    Xufang Luo
    ,
    Jue Zhang
    ,
    Qingwei Lin
    ,
    Victor Rühle
    ,
    Yuqing Yang
    ,
    Chin-Yew Lin
    ,
    H. Vicky Zhao
    ,
    Lili Qiu
    , Dongmei Zhang
  74. Large Language Models Can Provide Accurate and Interpretable Incident Triage
    ISSRE 2024 ·
    Zexin Wang
    ,
    Jianhui Li
    ,
    Minghua Ma
    ,
    Ze Li
    ,
    Yu Kang
    ,
    Chaoyun Zhang
    ,
    Chetan Bansal
    ,
    Murali Chintalapati
    ,
    Saravan Rajmohan
    ,
    Qingwei Lin
    , Dongmei Zhang,
    Changhua Pei
    ,
    Gaogang Xie
  75. MonitorAssistant: Simplifying Cloud Service Monitoring via Large Language Models
    FSE 2024 ·
    Zhaoyang Yu
    ,
    Minghua Ma
    ,
    Chaoyun Zhang
    ,
    Si Qin
    ,
    Yu Kang
    ,
    Chetan Bansal
    ,
    Saravan Rajmohan
    ,
    Yingnong Dang
    ,
    Changhua Pei
    ,
    Dan Pei
    ,
    Qingwei Lin
    , Dongmei Zhang
  76. 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
  77. Pre-trained KPI Anomaly Detection Model Through Disentangled Transformer
    SIGKDD 2024 ·
    Zhaoyang Yu
    ,
    Changhua Pei
    ,
    Xin Wang
    ,
    Minghua Ma
    ,
    Chetan Bansal
    ,
    Saravan Rajmohan
    ,
    Qingwei Lin
    , Dongmei Zhang,
    Xidao Wen
    ,
    Jianhui Li
    ,
    Gaogang Xie
    ,
    Dan Pei
  78. PromptIntern: Saving Inference Costs by Internalizing Recurrent Prompt during Large Language Model Fine-tuning
    EMNLP 2024 ·
    Jiaru Zou
    ,
    Mengyu Zhou
    ,
    Tao Li
    ,
    Shi Han
    , Dongmei Zhang
  79. Revisiting VAE for Unsupervised Time Series Anomaly Detection: A Frequency Perspective
    WWW 2024 ·
    Zexin Wang
    ,
    Changhua Pei
    ,
    Minghua Ma
    ,
    Xin Wang
    ,
    Zhihan Li
    ,
    Dan Pei
    ,
    Saravan Rajmohan
    , Dongmei Zhang,
    Qingwei Lin
    ,
    Haiming Zhang
    ,
    Jianhui Li
    ,
    Gaogang Xie
  80. SOIL: Score Conditioned Diffusion Model for Imbalanced Cloud Failure Prediction
    WWW 2024 ·
    Chiming Duan
    ,
    Fangkai Yang
    ,
    Pu Zhao
    ,
    Lingling Zheng
    ,
    Yash Dagli
    ,
    Yudong Liu
    ,
    Qingwei Lin
    , Dongmei Zhang
  81. Scalable Differentiable Causal Discovery in the Presence of Latent Confounders with Skeleton Posterior
    SIGKDD 2024 ·
    Pingchuan Ma
    ,
    Rui Ding
    ,
    Qiang Fu
    ,
    Jiaru Zhang
    ,
    Shuai Wang
    ,
    Shi Han
    , Dongmei Zhang
  82. Source Free Graph Unsupervised Domain Adaptation
    WSDM 2024 ·
    Haitao Mao
    ,
    Lun Du
    ,
    Yujia Zheng
    ,
    Qiang Fu
    ,
    Zelin Li
    ,
    Xu Chen
    ,
    Shi Han
    , Dongmei Zhang
  83. TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning
    EMNLP 2024 ·
    Yuan Sui
    ,
    Jiaru Zou
    ,
    Mengyu Zhou
    ,
    Xinyi He
    ,
    Lun Du
    ,
    Shi Han
    , Dongmei Zhang
  84. Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical Study
    WSDM 2024 ·
    Yuan Sui
    ,
    Mengyu Zhou
    ,
    Mingjie Zhou
    ,
    Shi Han
    , Dongmei Zhang
  85. Table-GPT: Table Fine-tuned GPT for Diverse Table Tasks
    SIGMOD 2024 ·
    Peng Li
    ,
    Yeye He
    ,
    Dror Yashar
    ,
    Weiwei Cui
    ,
    Song Ge
    ,
    Haidong Zhang
    ,
    Danielle Rifinski Fainman
    , Dongmei Zhang,
    Surajit Chaudhuri
  86. Text-to-Image Generation for Abstract Concepts
    AAAI 2024 ·
    Jiayi Liao
    ,
    Xu Chen
    ,
    Qiang Fu
    ,
    Lun Du
    ,
    Xiangnan He
    ,
    Xiang Wang
    ,
    Shi Han
    , Dongmei Zhang
  87. Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries
    AAAI 2024 ·
    Xinyi He
    ,
    Mengyu Zhou
    ,
    Xinrun Xu
    ,
    Xiaojun Ma
    ,
    Rui Ding
    ,
    Lun Du
    ,
    Yan Gao
    ,
    Ran Jia
    ,
    Xu Chen
    ,
    Shi Han
    ,
    Zejian Yuan
    , Dongmei Zhang
  88. Towards Stricter Black-box Integrity Verification of Deep Neural Network Models
    ACM MM 2024 ·
    Chaoxiang He
    ,
    Xiaofan Bai
    ,
    Xiaojing Ma
    ,
    Bin B. Zhu
    ,
    Pingyi Hu
    ,
    Jiayun Fu
    ,
    Hai Jin
    , Dongmei Zhang
  89. UniLog: Automatic Logging via LLM and In-Context Learning
    ICSE 2024 ·
    Junjielong Xu
    ,
    Ziang Cui
    ,
    Yuan Zhao
    ,
    Xu Zhang
    ,
    Shilin He
    ,
    Pinjia He
    ,
    Liqun Li
    ,
    Yu Kang
    ,
    Qingwei Lin
    ,
    Yingnong Dang
    ,
    Saravan Rajmohan
    , Dongmei Zhang
  90. Xpert: Empowering Incident Management with Query Recommendations via Large Language Models
    ICSE 2024 ·
    Yuxuan Jiang
    ,
    Chaoyun Zhang
    ,
    Shilin He
    ,
    Zhihao Yang
    ,
    Minghua Ma
    ,
    Si Qin
    ,
    Yu Kang
    ,
    Yingnong Dang
    ,
    Saravan Rajmohan
    ,
    Qingwei Lin
    , Dongmei Zhang