PPaperPicks

Xing Xie

Microsoft Research Asia, Beijing, China

63 papers at tracked venues · 54 at CORE A* · active 2024–2026

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Venues

ACL ×15NeurIPS ×7WWW ×7ICLR ×6ICML ×6CHI ×5AAAI ×3NAACL ×3SIGKDD ×3ACM MM ×2ECCV ×2EMNLP ×2IJCAI ×1SDM ×1

Frequent coauthors

Yuxuan Lei
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Jing Yao
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Hao Chen
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Cheng Li
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Yuying Tang
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Leixian Shen
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Jingwei Yi
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Xingqi Wang
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Shitong Duan
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Kaijie Zhu
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Peiyan Zhang
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Zihan Luo
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Papers

  1. Can AI Revise Research Papers with Human Review Feedback? An Empirical Study and Benchmark
    ACL 2026 ·
    Zihan Luo
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  2. Can Persona-Prompted LLMs Emulate Subgroup Values? An Empirical Analysis of Generalisability and Fairness in Cultural Alignment
    ACL 2026 ·
    Bryan Chen Zhengyu Tan
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  3. Does Theory of Mind Improvement Really Benefit Human-AI Interactions? Empirical Findings from Interactive Evaluations
    ACL 2026 ·
    Nanxu Gong
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  4. DuoDrama: Supporting Screenplay Refinement Through LLM-Assisted Human Reflection
    CHI 2026 ·
    Yuying Tang
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  5. From Passive Consumption to Active Interaction: Exploring Interactive LLM Scaffolding to Support Learning Engagement
    CHI 2026 ·
    Zixin Chen
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  6. How Do Human Creators Embrace Human-AI Co-Creation? A Perspective on Human Agency of Screenwriters
    CHI 2026 ·
    Yuying Tang
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  7. HumanLLM: Towards Personalized Understanding and Simulation of Human Nature
    SIGKDD 2026 ·
    Yuxuan Lei
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  8. IROTE: Human-like Traits Elicitation of Large Language Model via In-Context Self-Reflective Optimization
    AAAI 2026 ·
    Yuzhuo Bai
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  9. Influence-based Online Experience Selection for Effective RLHF
    ACL 2026 ·
    Yifan Gong
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  10. Interaction-Augmented Instruction: Modeling the Synergy of Prompts and Interactions in Human-GenAI Collaboration
    CHI 2026 ·
    Leixian Shen
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  11. MMAC: A Multilingual, Multimodal Alignment Framework for Cultural Grounding Evaluation
    ACL 2026 ·
    Weihua Zheng
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  12. Measuring Human Contribution in AI-Assisted Content Generation
    ACL 2026 ·
    Yueqi Xie
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  13. MoHoBench: Assessing Honesty of Multimodal Large Language Models via Unanswerable Visual Questions
    AAAI 2026 ·
    Yanxu Zhu
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  14. PersonaArena: Dynamic Simulation for Evaluating and Enhancing Persona-Level Role-Playing in Large Language Models
    ACL 2026 ·
    Wenlong Shi
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  15. Adversarial Style Augmentation via Large Language Model for Robust Fake News Detection
    WWW 2025 ·
    Sungwon Park
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  16. Benchmarking and Defending against Indirect Prompt Injection Attacks on Large Language Models
    SIGKDD 2025 ·
    Jingwei Yi
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  17. CharacterBox: Evaluating the Role-Playing Capabilities of LLMs in Text-Based Virtual Worlds
    NAACL 2025 ·
    Lei Wang
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  18. Counterfactual Reasoning for Steerable Pluralistic Value Alignment of Large Language Models
    NeurIPS 2025 ·
    Hanze Guo
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  19. LLM-powered Multi-agent Framework for Goal-oriented Learning in Intelligent Tutoring System
    WWW 2025 ·
    Tianfu Wang
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  20. MoVa: Towards Generalizable Classification of Human Morals and Values
    EMNLP 2025 ·
    Ziyu Chen
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  21. MotiveBench: How Far Are We From Human-Like Motivational Reasoning in Large Language Models?
    ACL 2025 ·
    Xixian Yong
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  22. Pretraining Context Compressor for Large Language Models with Embedding-Based Memory
    ACL 2025 ·
    Yuhong Dai
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  23. Prompting Generative AI with Interaction-Augmented Instructions
    CHI 2025 ·
    Leixian Shen
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  24. Raising the Bar: Investigating the Values of Large Language Models via Generative Evolving Testing
    ICML 2025 ·
    Han Jiang
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  25. Specify Privacy Yourself: Assessing Inference-Time Personalized Privacy Preservation Ability of Large Vision-Language Models
    ACM MM 2025 ·
    Xingqi Wang
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  26. Towards Better Value Principles for Large Language Model Alignment: A Systematic Evaluation and Enhancement
    ACL 2025 ·
    Bingbing Xu
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  27. TrendSim: Simulating Trending Topics in Social Media Under Poisoning Attacks with LLM-based Multi-agent System
    NAACL 2025 ·
    Zeyu Zhang
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  28. Unintended Harms of Value-Aligned LLMs: Psychological and Empirical Insights
    ACL 2025 ·
    Sooyung Choi
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  29. Unveiling the Learning Mind of Language Models: A Cognitive Framework and Empirical Study
    NeurIPS 2025 ·
    Zhengyu Hu
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  30. Value Compass Benchmarks: A Comprehensive, Generative and Self-Evolving Platform for LLMs' Value Evaluation
    ACL 2025 ·
    Jing Yao
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  31. A Data-Centric Multi-Objective Learning Framework for Responsible Recommendation Systems
    WWW 2024 ·
    Xu Huang
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  32. A General Framework for Learning from Weak Supervision
    ICML 2024 ·
    Hao Chen
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  33. Ada-Retrieval: An Adaptive Multi-Round Retrieval Paradigm for Sequential Recommendations
    AAAI 2024 ·
    Lei Li
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  34. Aligning Language Models for Versatile Text-based Item Retrieval
    WWW 2024 ·
    Yuxuan Lei
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  35. Aligning Large Language Models for Controllable Recommendations
    ACL 2024 ·
    Wensheng Lu
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  36. CLAVE: An Adaptive Framework for Evaluating Values of LLM Generated Responses
    NeurIPS 2024 ·
    Jing Yao
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  37. CompeteAI: Understanding the Competition Dynamics of Large Language Model-based Agents
    ICML 2024 ·
    Qinlin Zhao
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  38. CultureLLM: Incorporating Cultural Differences into Large Language Models
    NeurIPS 2024 ·
    Cheng Li
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  39. CulturePark: Boosting Cross-cultural Understanding in Large Language Models
    NeurIPS 2024 ·
    Cheng Li
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  40. Denevil: towards Deciphering and Navigating the Ethical Values of Large Language Models via Instruction Learning
    ICLR 2024 ·
    Shitong Duan
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  41. DyVal: Dynamic Evaluation of Large Language Models for Reasoning Tasks
    ICLR 2024 ·
    Kaijie Zhu
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  42. Dynamic Evaluation of Large Language Models by Meta Probing Agents
    ICML 2024 ·
    Kaijie Zhu
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  43. ERBench: An Entity-Relationship based Automatically Verifiable Hallucination Benchmark for Large Language Models
    NeurIPS 2024 ·
    Jio Oh
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  44. Embedding an Ethical Mind: Aligning Text-to-Image Synthesis via Lightweight Value Optimization
    ACM MM 2024 ·
    Xingqi Wang
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  45. Foundation Model-oriented Robustness: Robust Image Model Evaluation with Pretrained Models
    ICLR 2024 ·
    Peiyan Zhang
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  46. High-Frequency-aware Hierarchical Contrastive Selective Coding for Representation Learning on Text Attributed Graphs
    WWW 2024 ·
    Peiyan Zhang
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  47. IRGen: Generative Modeling for Image Retrieval
    ECCV 2024 ·
    Yidan Zhang
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  48. Imprecise Label Learning: A Unified Framework for Learning with Various Imprecise Label Configurations
    NeurIPS 2024 ·
    Hao Chen
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  49. KIEval: A Knowledge-grounded Interactive Evaluation Framework for Large Language Models
    ACL 2024 ·
    Zhuohao Yu
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  50. MS MARCO Web Search: A Large-scale Information-rich Web Dataset with Millions of Real Click Labels
    WWW 2024 ·
    Qi Chen
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  51. Negating Negatives: Alignment with Human Negative Samples via Distributional Dispreference Optimization
    EMNLP 2024 ·
    Shitong Duan
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  52. On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models
    IJCAI 2024 ·
    Xinpeng Wang
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  53. On the Vulnerability of Safety Alignment in Open-Access LLMs
    ACL 2024 ·
    Jingwei Yi
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  54. PandaLM: An Automatic Evaluation Benchmark for LLM Instruction Tuning Optimization
    ICLR 2024 ·
    Yidong Wang
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  55. Position: TrustLLM: Trustworthiness in Large Language Models
    ICML 2024 ·
    Yue Huang
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  56. RecAI: Leveraging Large Language Models for Next-Generation Recommender Systems
    WWW 2024 ·
    Jianxun Lian
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  57. RecExplainer: Aligning Large Language Models for Explaining Recommendation Models
    SIGKDD 2024 ·
    Yuxuan Lei
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  58. SpecFormer: Guarding Vision Transformer Robustness via Maximum Singular Value Penalization
    ECCV 2024 ·
    Xixu Hu
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  59. Supervised Knowledge Makes Large Language Models Better In-context Learners
    ICLR 2024 ·
    Linyi Yang
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  60. The Good, The Bad, and Why: Unveiling Emotions in Generative AI
    ICML 2024 ·
    Cheng Li
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  61. Towards Optimization and Model Selection for Domain Generalization: A Mixup-guided Solution
    SDM 2024 ·
    Wang Lu
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  62. Understanding and Mitigating the Label Noise in Pre-training on Downstream Tasks
    ICLR 2024 ·
    Hao Chen
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  63. Value FULCRA: Mapping Large Language Models to the Multidimensional Spectrum of Basic Human Value
    NAACL 2024 ·
    Jing Yao
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