PPaperPicks

Minlie Huang

Tsinghua University, Beijing, China

88 papers at tracked venues · 71 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-7111-1849 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×41EMNLP ×15ICLR ×11AAAI ×9NeurIPS ×3ACM MM ×2ICML ×2NAACL ×2ICCV ×1SIGIR ×1WWW ×1

Frequent coauthors

Jiale Cheng
DBLP profile ↗ORCID search ↗
×5
Zhuang Chen
DBLP profile ↗ORCID search ↗
×5
Zhexin Zhang
DBLP profile ↗ORCID search ↗
×4
Bosi Wen
DBLP profile ↗ORCID search ↗
×4
Jinfeng Zhou
DBLP profile ↗ORCID search ↗
×4
Shiyao Cui
DBLP profile ↗ORCID search ↗
×3
Jiaxin Wen
DBLP profile ↗ORCID search ↗
×3
Yuxian Gu
DBLP profile ↗ORCID search ↗
×3
Chujie Zheng
DBLP profile ↗ORCID search ↗
×3
Xinyi Wang
DBLP profile ↗ORCID search ↗
×2
Erle Zhu
DBLP profile ↗ORCID search ↗
×2
Junxiao Yang
DBLP profile ↗ORCID search ↗
×2

Papers

  1. DPRM: A Dual Implicit Process Reward Model in Multi-Hop Question Answering
    AAAI 2026 ·
    Xinyi Wang
    DBLP profile ↗ORCID search ↗
  2. Data Efficient RLVR via Off-Policy Influence Guidance
    ACL 2026 ·
    Erle Zhu
    DBLP profile ↗ORCID search ↗
  3. Glyph: Scaling Context Windows via Visual-Text Compression
    ACL 2026 ·
    Jiale Cheng
    DBLP profile ↗ORCID search ↗
  4. HoWToBench: Holistic Evaluation for LLM's Capability in Human-level Writing using Tree of Writing
    ACL 2026 ·
    Andrew Zhuoer Feng
    DBLP profile ↗ORCID search ↗
  5. How Should We Enhance the Safety of Large Reasoning Models: An Empirical Study
    ACL 2026 ·
    Zhexin Zhang
    DBLP profile ↗ORCID search ↗
  6. IF-CRITIC: Towards a Fine-Grained LLM Critic for Instruction-Following Evaluation
    ACL 2026 ·
    Bosi Wen
    DBLP profile ↗ORCID search ↗
  7. IF-RewardBench: Benchmarking Judge Models for Instruction-Following Evaluation
    ACL 2026 ·
    Bosi Wen
    DBLP profile ↗ORCID search ↗
  8. LASA: Language-Agnostic Semantic Alignment at the Semantic Bottleneck for LLM Safety
    ACL 2026 ·
    Junxiao Yang
    DBLP profile ↗ORCID search ↗
  9. New Terms, New Toxicity: Consensus-based Chinese Neologism Toxicity Detection via Search-Augmented LLMs
    ACL 2026 ·
    Shiyao Cui
    DBLP profile ↗ORCID search ↗
  10. PsychePass: Calibrating LLM Therapeutic Competence via Trajectory-Anchored Tournaments
    ACL 2026 ·
    Zhuang Chen
    DBLP profile ↗ORCID search ↗
  11. S⌃4: Operationalizing Speech Act Theory for Strategic Semi-Structured Psychiatric Interview
    ACL 2026 ·
    Guanqun Bi
    DBLP profile ↗ORCID search ↗
  12. The Side Effects of Being Smart: Safety Risks in MLLMs' Multi-Image Reasoning
    ACL 2026 ·
    Renmiao Chen
    DBLP profile ↗ORCID search ↗
  13. Unveiling the Landscape of Clinical Depression Assessment: From Behavioral Signatures to Psychiatric Reasoning
    AAAI 2026 ·
    Zhuang Chen
    DBLP profile ↗ORCID search ↗
  14. VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation
    AAAI 2026 ·
    Jiazheng Xu
    DBLP profile ↗ORCID search ↗
  15. WALKSAFE: Risk-aware Graph Random Walk with Bi-GRPO for LLM Safety
    AAAI 2026 ·
    Shilong Pan
    DBLP profile ↗ORCID search ↗
  16. When Smiley Turns Hostile: Interpreting How Emojis Trigger LLMs' Toxicity
    AAAI 2026 ·
    Shiyao Cui
    DBLP profile ↗ORCID search ↗
  17. Ψ-Arena: Interactive Assessment and Optimization of LLM-based Psychological Counselors with Tripartite Feedback
    AAAI 2026 ·
    Shijing Zhu
    DBLP profile ↗ORCID search ↗
  18. "I've Decided to Leak": Probing Internals Behind Prompt Leakage Intents
    EMNLP 2025 ·
    Jianshuo Dong
    DBLP profile ↗ORCID search ↗
  19. A Survey of Post-Training Scaling in Large Language Models
    ACL 2025 ·
    Hanyu Lai
    DBLP profile ↗ORCID search ↗
  20. AGD: Adversarial Game Defense Against Jailbreak Attacks in Large Language Models
    ACL 2025 ·
    Shilong Pan
    DBLP profile ↗ORCID search ↗
  21. Advancing Collaborative Debates with Role Differentiation through Multi-Agent Reinforcement Learning
    ACL 2025 ·
    Haoran Li
    DBLP profile ↗ORCID search ↗
  22. Adversary-Aware DPO: Enhancing Safety Alignment in Vision Language Models via Adversarial Training
    EMNLP 2025 ·
    Fenghua Weng
    DBLP profile ↗ORCID search ↗
  23. Battling against Tough Resister: Strategy Planning with Adversarial Game for Non-collaborative Dialogues
    ACL 2025 ·
    Haiyang Wang
    DBLP profile ↗ORCID search ↗
  24. CharacterBench: Benchmarking Character Customization of Large Language Models
    AAAI 2025 ·
    Jinfeng Zhou
    DBLP profile ↗ORCID search ↗
  25. CodePlan: Unlocking Reasoning Potential in Large Language Models by Scaling Code-form Planning
    ICLR 2025 ·
    Jiaxin Wen
    DBLP profile ↗ORCID search ↗
  26. Crisp: Cognitive Restructuring of Negative Thoughts through Multi-turn Supportive Dialogues
    EMNLP 2025 ·
    Jinfeng Zhou
    DBLP profile ↗ORCID search ↗
  27. DCMKC: A Dual Consistency Matching Approach for Multi-hop Question Answering in LLMs
    EMNLP 2025 ·
    Xinyi Wang
    DBLP profile ↗ORCID search ↗
  28. DELMAN: Dynamic Defense Against Large Language Model Jailbreaking with Model Editing
    ACL 2025 ·
    Yi Wang
    DBLP profile ↗ORCID search ↗
  29. DPGA-TextSyn: Differentially Private Genetic Algorithm for Synthetic Text Generation
    ACL 2025 ·
    Zhonghao Sun
    DBLP profile ↗ORCID search ↗
  30. DYNTEXT: Semantic-Aware Dynamic Text Sanitization for Privacy-Preserving LLM Inference
    ACL 2025 ·
    Juhua Zhang
    DBLP profile ↗ORCID search ↗
  31. Data Selection via Optimal Control for Language Models
    ICLR 2025 ·
    Yuxian Gu
    DBLP profile ↗ORCID search ↗
  32. DiffusionAttacker: Diffusion-Driven Prompt Manipulation for LLM Jailbreak
    EMNLP 2025 ·
    Hao Wang
    DBLP profile ↗ORCID search ↗
  33. Exploring Multimodal Challenges in Toxic Chinese Detection: Taxonomy, Benchmark, and Findings
    ACL 2025 ·
    Shujian Yang
    DBLP profile ↗ORCID search ↗
  34. Guiding not Forcing: Enhancing the Transferability of Jailbreaking Attacks on LLMs via Removing Superfluous Constraints
    ACL 2025 ·
    Junxiao Yang
    DBLP profile ↗ORCID search ↗
  35. HCDS: Hierarchical Clustering for Cold-Start Few-Shot Data Selection
    SIGIR 2025 ·
    Yuhua Zhao
    DBLP profile ↗ORCID search ↗
  36. HPSS: Heuristic Prompting Strategy Search for LLM Evaluators
    ACL 2025 ·
    Bosi Wen
    DBLP profile ↗ORCID search ↗
  37. Internal Value Alignment in Large Language Models through Controlled Value Vector Activation
    ACL 2025 ·
    Haoran Jin
    DBLP profile ↗ORCID search ↗
  38. JPS: Jailbreak Multimodal Large Language Models with Collaborative Visual Perturbation and Textual Steering
    ACM MM 2025 ·
    Renmiao Chen
    DBLP profile ↗ORCID search ↗
  39. Language Models Learn to Mislead Humans via RLHF
    ICLR 2025 ·
    Jiaxin Wen
    DBLP profile ↗ORCID search ↗
  40. LegalAgentBench: Evaluating LLM Agents in Legal Domain
    ACL 2025 ·
    Haitao Li
    DBLP profile ↗ORCID search ↗
  41. LogicGame: Benchmarking Rule-Based Reasoning Abilities of Large Language Models
    ACL 2025 ·
    Jiayi Gui
    DBLP profile ↗ORCID search ↗
  42. LongSafety: Evaluating Long-Context Safety of Large Language Models
    ACL 2025 ·
    Yida Lu
    DBLP profile ↗ORCID search ↗
  43. MAGI: Multi-Agent Guided Interview for Psychiatric Assessment
    ACL 2025 ·
    Guanqun Bi
    DBLP profile ↗ORCID search ↗
  44. MAPS: Advancing Multi-Modal Reasoning in Expert-Level Physical Science
    ICLR 2025 ·
    Erle Zhu
    DBLP profile ↗ORCID search ↗
  45. MHALO: Evaluating MLLMs as Fine-grained Hallucination Detectors
    ACL 2025 ·
    Yishuo Cai
    DBLP profile ↗ORCID search ↗
  46. MiniPLM: Knowledge Distillation for Pre-training Language Models
    ICLR 2025 ·
    Yuxian Gu
    DBLP profile ↗ORCID search ↗
  47. Model Extrapolation Expedites Alignment
    ACL 2025 ·
    Chujie Zheng
    DBLP profile ↗ORCID search ↗
  48. Reframe Your Life Story: Interactive Narrative Therapist and Innovative Moment Assessment with Large Language Models
    EMNLP 2025 ·
    Yi Feng
    DBLP profile ↗ORCID search ↗
  49. SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language Models
    ICLR 2025 ·
    Jiale Cheng
    DBLP profile ↗ORCID search ↗
  50. SS-GEN: A Social Story Generation Framework with Large Language Models
    AAAI 2025 ·
    Yi Feng
    DBLP profile ↗ORCID search ↗
  51. Scenario-independent Uncertainty Estimation for LLM-based Question Answering via Factor Analysis
    WWW 2025 ·
    Zhihua Wen
    DBLP profile ↗ORCID search ↗
  52. ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs: ShieldVLM
    ACM MM 2025 ·
    Shiyao Cui
    DBLP profile ↗ORCID search ↗
  53. SocialEval: Evaluating Social Intelligence of Large Language Models
    ACL 2025 ·
    Jinfeng Zhou
    DBLP profile ↗ORCID search ↗
  54. SocialSim: Towards Socialized Simulation of Emotional Support Conversation
    AAAI 2025 ·
    Zhuang Chen
    DBLP profile ↗ORCID search ↗
  55. Speculating LLMs' Chinese Training Data Pollution from Their Tokens
    EMNLP 2025 ·
    Qingjie Zhang
    DBLP profile ↗ORCID search ↗
  56. Training Language Model to Critique for Better Refinement
    ACL 2025 ·
    Tianshu Yu
    DBLP profile ↗ORCID search ↗
  57. Understanding the Dark Side of LLMs' Intrinsic Self-Correction
    ACL 2025 ·
    Qingjie Zhang
    DBLP profile ↗ORCID search ↗
  58. VPO: Aligning Text-to-Video Generation Models with Prompt Optimization
    ICCV 2025 ·
    Jiale Cheng
    DBLP profile ↗ORCID search ↗
  59. 360°REA: Towards A Reusable Experience Accumulation with 360° Assessment for Multi-Agent System
    ACL 2024 ·
    Shen Gao
    DBLP profile ↗ORCID search ↗
  60. AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback
    NeurIPS 2024 ·
    Jian Guan
    DBLP profile ↗ORCID search ↗
  61. ASETF: A Novel Method for Jailbreak Attack on LLMs through Translate Suffix Embeddings
    EMNLP 2024 ·
    Hao Wang
    DBLP profile ↗ORCID search ↗
  62. AgentBench: Evaluating LLMs as Agents
    ICLR 2024 ·
    Xiao Liu
    DBLP profile ↗ORCID search ↗
  63. AlignBench: Benchmarking Chinese Alignment of Large Language Models
    ACL 2024 ·
    Xiao Liu
    DBLP profile ↗ORCID search ↗
  64. AutoDetect: Towards a Unified Framework for Automated Weakness Detection in Large Language Models
    EMNLP 2024 ·
    Jiale Cheng
    DBLP profile ↗ORCID search ↗
  65. Benchmarking Complex Instruction-Following with Multiple Constraints Composition
    NeurIPS 2024 ·
    Bosi Wen
    DBLP profile ↗ORCID search ↗
  66. Black-Box Prompt Optimization: Aligning Large Language Models without Model Training
    ACL 2024 ·
    Jiale Cheng
    DBLP profile ↗ORCID search ↗
  67. COKE: A Cognitive Knowledge Graph for Machine Theory of Mind
    ACL 2024 ·
    Jincenzi Wu
    DBLP profile ↗ORCID search ↗
  68. CharacterGLM: Customizing Social Characters with Large Language Models
    EMNLP 2024 ·
    Jinfeng Zhou
    DBLP profile ↗ORCID search ↗
  69. CritiqueLLM: Towards an Informative Critique Generation Model for Evaluation of Large Language Model Generation
    ACL 2024 ·
    Pei Ke
    DBLP profile ↗ORCID search ↗
  70. DC-Instruct: An Effective Framework for Generative Multi-intent Spoken Language Understanding
    EMNLP 2024 ·
    Bowen Xing
    DBLP profile ↗ORCID search ↗
  71. Defending Large Language Models Against Jailbreaking Attacks Through Goal Prioritization
    ACL 2024 ·
    Zhexin Zhang
    DBLP profile ↗ORCID search ↗
  72. Depression Detection in Clinical Interviews with LLM-Empowered Structural Element Graph
    NAACL 2024 ·
    Zhuang Chen
    DBLP profile ↗ORCID search ↗
  73. EmoBench: Evaluating the Emotional Intelligence of Large Language Models
    ACL 2024 ·
    Sahand Sabour
    DBLP profile ↗ORCID search ↗
  74. Instruction Pre-Training: Language Models are Supervised Multitask Learners
    EMNLP 2024 ·
    Daixuan Cheng
    DBLP profile ↗ORCID search ↗
  75. Language Model Decoding as Direct Metrics Optimization
    ICLR 2024 ·
    Haozhe Ji
    DBLP profile ↗ORCID search ↗
  76. Language Models Hallucinate, but May Excel at Fact Verification
    NAACL 2024 ·
    Jian Guan
    DBLP profile ↗ORCID search ↗
  77. Large Language Models Are Not Robust Multiple Choice Selectors
    ICLR 2024 ·
    Chujie Zheng
    DBLP profile ↗ORCID search ↗
  78. Learning Task Decomposition to Assist Humans in Competitive Programming
    ACL 2024 ·
    Jiaxin Wen
    DBLP profile ↗ORCID search ↗
  79. MiniLLM: Knowledge Distillation of Large Language Models
    ICLR 2024 ·
    Yuxian Gu
    DBLP profile ↗ORCID search ↗
  80. Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules
    EMNLP 2024 ·
    Zhuocheng Gong
    DBLP profile ↗ORCID search ↗
  81. On Prompt-Driven Safeguarding for Large Language Models
    ICML 2024 ·
    Chujie Zheng
    DBLP profile ↗ORCID search ↗
  82. Perception of Knowledge Boundary for Large Language Models through Semi-open-ended Question Answering
    NeurIPS 2024 ·
    Zhihua Wen
    DBLP profile ↗ORCID search ↗
  83. SafetyBench: Evaluating the Safety of Large Language Models
    ACL 2024 ·
    Zhexin Zhang
    DBLP profile ↗ORCID search ↗
  84. ShieldLM: Empowering LLMs as Aligned, Customizable and Explainable Safety Detectors
    EMNLP 2024 ·
    Zhexin Zhang
    DBLP profile ↗ORCID search ↗
  85. Thoughts to Target: Enhance Planning for Target-driven Conversation
    EMNLP 2024 ·
    Zhonghua Zheng
    DBLP profile ↗ORCID search ↗
  86. ToMBench: Benchmarking Theory of Mind in Large Language Models
    ACL 2024 ·
    Zhuang Chen
    DBLP profile ↗ORCID search ↗
  87. ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving
    ICLR 2024 ·
    Zhibin Gou
    DBLP profile ↗ORCID search ↗
  88. Towards Efficient Exact Optimization of Language Model Alignment
    ICML 2024 ·
    Haozhe Ji
    DBLP profile ↗ORCID search ↗