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Dongmei Zhang

Microsoft Research Asia, Beijing, China

76 papers at tracked venues · 49 at CORE A* · active 2024–2026

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Venues

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

Frequent coauthors

Lu Wang
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Xinyi He
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Yuanmin Tang
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Chaoyun Zhang
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Shixin Li
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Linghao Zhang
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Xiaofan Bai
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Junjie Xing
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Kaikai An
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Yuan Sui
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Jinxiang Xie
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Wenjie Fu
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Papers

  1. CAST: Achieving Stable LLM-based Text Analysis for Data Analytics
    ACL 2026 ·
    Jinxiang Xie
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  2. CI-Work: Benchmarking Contextual Integrity in Enterprise LLM Agents
    ACL 2026 ·
    Wenjie Fu
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  3. DUET: Joint Exploration of User-Item Profiles in Recommendation System
    ACL 2026 ·
    Yue Chen
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  4. EgoMemory: Memory-Augmented Personalized Retrieval for Long-Context Egocentric Video
    ACL 2026 ·
    Yuanmin Tang
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  5. Gradient-Guided Multi-Judge Prompt Optimization
    ACL 2026 ·
    Chenzhuo Zhao
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  6. Jupiter: Enhancing LLM Data Analysis Capabilities via Notebook and Inference-Time Value-Guided Search
    AAAI 2026 ·
    Shuocheng Li
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  7. LLM Reasoning as Trajectories: Step-Specific Representation Geometry and Correctness Signals
    ACL 2026 ·
    Lihao Sun
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  8. Learning to Refine: Self-Refinement of Parallel Reasoning in LLMs
    ACL 2026 ·
    Qibin Wang
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  9. Not All Tokens Matter: Towards Efficient LLM Reasoning via Token Significance in Reinforcement Learning
    ACL 2026 ·
    Hanbing Liu
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  10. Quantifying and Improving the Robustness of Retrieval-Augmented Language Models Against Spurious Features in Grounding Data
    ACL 2026 ·
    Shiping Yang
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  11. RepoGenesis: Benchmarking End-to-End Microservice Generation from Readme to Repository
    ACL 2026 ·
    Zhiyuan Peng
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  12. SheetBrain: A Neuro-Symbolic Agent for Accurate Reasoning over Complex and Large Spreadsheets
    AAAI 2026 ·
    Ziwei Wang
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  13. Zipage: Maintain High Request Concurrency for LLM Reasoning through Compressed PagedAttention
    ACL 2026 ·
    Mengqi Liao
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  14. AXIS: Efficient Human-Agent-Computer Interaction with API-First LLM-Based Agents
    ACL 2025 ·
    Junting Lu
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  15. AdaptFlow: Adaptive Workflow Optimization via Meta-Learning
    EMNLP 2025 ·
    Runchuan Zhu
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  16. AllHands :Ask Me Anything on Large-scale Verbatim Feedback via Large Language Models
    ICDE 2025 ·
    Chaoyun Zhang
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  17. Auto-Test: Learning Semantic-Domain Constraints for Unsupervised Error Detection in Tables
    SIGMOD 2025 ·
    Qixu Chen
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  18. Consensus-Robust Transfer Attacks via Parameter and Representation Perturbations
    NeurIPS 2025 ·
    Shixin Li
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  19. DI-BENCH: Benchmarking Large Language Models on Dependency Inference with Testable Repositories at Scale
    ACL 2025 ·
    Linghao Zhang
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  20. ESF: Efficient Sensitive Fingerprinting for Black-Box Tamper Detection of Large Language Models
    ACL 2025 ·
    Xiaofan Bai
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  21. Enhancing Adversarial Transferability with Checkpoints of a Single Model's Training
    CVPR 2025 ·
    Shixin Li
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  22. ExeCoder: Empowering Large Language Models with Executability Representation for Code Translation
    EMNLP 2025 ·
    Minghua He
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  23. From Reasoning to Answer: Empirical, Attention-Based and Mechanistic Insights into Distilled DeepSeek R1 Models
    EMNLP 2025 ·
    Jue Zhang
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  24. GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents
    NeurIPS 2025 ·
    Qianhui Wu
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  25. ICL-Bandit: Relevance Labeling in Advertisement Recommendation Systems via LLM
    EMNLP 2025 ·
    Lu Wang
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  26. Illustration Layout Generation for Slide Enhancement with Pixel-based Diffusion Model
    ACM MM 2025 ·
    Zhaoyun Jiang
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  27. Large Language Models can Deliver Accurate and Interpretable Time Series Anomaly Detection
    SIGKDD 2025 ·
    Jun Liu
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  28. Learning Identifiable Structures Helps Avoid Bias in DNN-based Supervised Causal Learning
    AISTATS 2025 ·
    Jiaru Zhang
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  29. LettinGo: Explore User Profile Generation for Recommendation System
    SIGKDD 2025 ·
    Lu Wang
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  30. MMTU: A Massive Multi-Task Table Understanding and Reasoning Benchmark
    NeurIPS 2025 ·
    Junjie Xing
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  31. Navigating the Unknown: A Chat-Based Collaborative Interface for Personalized Exploratory Tasks
    IUI 2025 ·
    Yingzhe Peng
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  32. OpenRCA: Can Large Language Models Locate the Root Cause of Software Failures?
    ICLR 2025 ·
    Junjielong Xu
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  33. Ploutos: Towards Explainable Stock Movement Prediction with Financial Large Language Model
    WWW 2025 ·
    Hanshuang Tong
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  34. Privacy in Action: Towards Realistic Privacy Mitigation and Evaluation for LLM-Powered Agents
    EMNLP 2025 ·
    Shouju Wang
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  35. ProtoRAIL: A Risk-cognizant Imitation Agent for Adaptive vCPU Oversubscription In the Cloud
    MLSys 2025 ·
    Lu Wang
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  36. RESF: Regularized-Entropy-Sensitive Fingerprinting for Black-Box Tamper Detection of Large Language Models
    EMNLP 2025 ·
    Pingyi Hu
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  37. Reason-before-Retrieve: One-Stage Reflective Chain-of-Thoughts for Training-Free Zero-Shot Composed Image Retrieval
    CVPR 2025 ·
    Yuanmin Tang
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  38. RuAG: Learned-rule-augmented Generation for Large Language Models
    ICLR 2025 ·
    Yudi Zhang
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  39. SDBF: Steep-Decision-Boundary Fingerprinting for Hard-Label Tampering Detection of DNN Models
    CVPR 2025 ·
    Xiaofan Bai
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  40. SWE-bench Goes Live!
    NeurIPS 2025 ·
    Linghao Zhang
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  41. Self-Evolved Reward Learning for LLMS
    ICLR 2025 ·
    Chenghua Huang
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  42. SheetDesigner: MLLM-Powered Spreadsheet Layout Generation with Rule-Based and Vision-Based Reflection
    EMNLP 2025 ·
    Qin Chen
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  43. Skeleton-Guided-Translation: A Benchmarking Framework for Code Repository Translation with Fine-Grained Quality Evaluation
    EMNLP 2025 ·
    Xing Zhang
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  44. Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Fine-tuning
    EMNLP 2025 ·
    Junjie Xing
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  45. TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models
    ACL 2025 ·
    Xinyi He
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  46. TablePilot: Recommending Human-Preferred Tabular Data Analysis with Large Language Models
    ACL 2025 ·
    Deyin Yi
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  47. Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation
    EMNLP 2025 ·
    Kaikai An
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  48. Token-level Proximal Policy Optimization for Query Generation
    EMNLP 2025 ·
    Yichen Ouyang
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  49. TwT: Thinking without Tokens by Habitual Reasoning Distillation with Multi-Teachers' Guidance
    EMNLP 2025 ·
    Jingxian Xu
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  50. UFO: A UI-Focused Agent for Windows OS Interaction
    NAACL 2025 ·
    Chaoyun Zhang
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  51. WarriorCoder: Learning from Expert Battles to Augment Code Large Language Models
    ACL 2025 ·
    Huawen Feng
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  52. WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct
    ICLR 2025 ·
    Haipeng Luo
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  53. Auto-Formula: Recommend Formulas in Spreadsheets using Contrastive Learning for Table Representations
    SIGMOD 2024 ·
    Sibei Chen
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  54. AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation
    EMNLP 2024 ·
    Jia Fu
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  55. Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations
    EMNLP 2024 ·
    Nuo Chen
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  56. COIN: Chance-Constrained Imitation Learning for Safe and Adaptive Resource Oversubscription under Uncertainty
    CIKM 2024 ·
    Lu Wang
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  57. Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments
    ACL 2024 ·
    Sitao Cheng
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  58. CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing
    EMNLP 2024 ·
    Xinyi He
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  59. EfficientRAG: Efficient Retriever for Multi-Hop Question Answering
    EMNLP 2024 ·
    Ziyuan Zhuang
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  60. Encoding Spreadsheets for Large Language Models
    EMNLP 2024 ·
    Haoyu Dong
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  61. Everything of Thoughts: Defying the Law of Penrose Triangle for Thought Generation
    ACL 2024 ·
    Ruomeng Ding
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  62. IconDM: Text-Guided Icon Set Expansion Using Diffusion Models
    ACM MM 2024 ·
    Jiawei Lin
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  63. LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression
    ACL 2024 ·
    Zhuoshi Pan
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  64. Nissist: An Incident Mitigation Copilot based on Troubleshooting Guides
    ECAI 2024 ·
    Kaikai An
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  65. Pre-trained KPI Anomaly Detection Model Through Disentangled Transformer
    SIGKDD 2024 ·
    Zhaoyang Yu
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  66. PromptIntern: Saving Inference Costs by Internalizing Recurrent Prompt during Large Language Model Fine-tuning
    EMNLP 2024 ·
    Jiaru Zou
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  67. Revisiting VAE for Unsupervised Time Series Anomaly Detection: A Frequency Perspective
    WWW 2024 ·
    Zexin Wang
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  68. SOIL: Score Conditioned Diffusion Model for Imbalanced Cloud Failure Prediction
    WWW 2024 ·
    Chiming Duan
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  69. Scalable Differentiable Causal Discovery in the Presence of Latent Confounders with Skeleton Posterior
    SIGKDD 2024 ·
    Pingchuan Ma
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  70. Source Free Graph Unsupervised Domain Adaptation
    WSDM 2024 ·
    Haitao Mao
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  71. TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning
    EMNLP 2024 ·
    Yuan Sui
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  72. Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical Study
    WSDM 2024 ·
    Yuan Sui
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  73. Table-GPT: Table Fine-tuned GPT for Diverse Table Tasks
    SIGMOD 2024 ·
    Peng Li
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  74. Text-to-Image Generation for Abstract Concepts
    AAAI 2024 ·
    Jiayi Liao
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  75. Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries
    AAAI 2024 ·
    Xinyi He
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  76. Towards Stricter Black-box Integrity Verification of Deep Neural Network Models
    ACM MM 2024 ·
    Chaoxiang He
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