PPaperPicks

Jiaheng Liu

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

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Venues

ACL ×32NeurIPS ×9AAAI ×5ICLR ×5ACM MM ×4EMNLP ×4EACL ×2NAACL ×2CIKM ×1CVPR ×1ECCV ×1ICCV ×1ICML ×1WWW ×1

Frequent coauthors

Hui Huang
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Siwei Wu
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Xianjie Wu
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Shilong Li
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Yancheng He
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Zekun Moore Wang
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Linzheng Chai
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Hongcheng Guo
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Siyi Li
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Zhongyuan Peng
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Zhuoran Li
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Daixin Shu
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Papers

  1. COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values
    EACL 2026 ·
    Siwei Wu
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  2. CoTJudger: A Graph-Driven Framework for Automatic Evaluation of Chain-of-Thought Efficiency and Redundancy in LRMs
    ACL 2026 ·
    Siyi Li
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  3. CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization
    ACL 2026 ·
    Zhongyuan Peng
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  4. Enhancing Multilingual Reasoning via Steerable Model Merging
    ACL 2026 ·
    Zhuoran Li
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  5. Long-form RewardBench: Evaluating Reward Models for Long-form Generation
    AAAI 2026 ·
    Hui Huang
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  6. M3TQA: Massively Multilingual Multitask Table Question Answering
    ACL 2026 ·
    Daixin Shu
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  7. MMRA: A Benchmark for Evaluating Multi-Granularity and Multi-Image Relational Association Capabilities in Large Visual Language Models
    EACL 2026 ·
    Siwei Wu
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  8. MMTableBench: A Multi-level Multimodal Benchmark for Reasoning and Layout Complexity in Table QA
    WWW 2026 ·
    Xianjie Wu
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  9. MT-Video-Bench: A Holistic Video Understanding Benchmark for Evaluating Multimodal LLMs in Multi-Turn Dialogues
    ACL 2026 ·
    Yaning Pan
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  10. MdEval: Massively Multilingual Code Debugging
    ACL 2026 ·
    Shukai Liu
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  11. Multi-Docker-Eval: A 'Shovel of the Gold Rush' Benchmark on Automatic Environment Building for Software Engineering
    ACL 2026 ·
    Kelin Fu
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  12. ReLook: Vision-Grounded RL with a Multimodal LLM Critic for Agentic Web Coding
    ACL 2026 ·
    Yuhang Li
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  13. Table-R1: Region-based Reinforcement Learning for Table Understanding
    ACL 2026 ·
    Zhenhe Wu
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  14. Think-J: Learning to Think for Generative LLM-as-a-Judge
    AAAI 2026 ·
    Hui Huang
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  15. Thinking-Based Non-Thinking: Solving the Reward Hacking Problem in Training Hybrid Reasoning Models via Reinforcement Learning
    ACL 2026 ·
    Siyuan Gan
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  16. USB: A Comprehensive and Unified Safety Evaluation Benchmark for Multimodal Large Language Models
    ACL 2026 ·
    Baolin Zheng
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  17. When Agents Look the Same: Quantifying Distillation-Induced Similarity in Tool-Use Behaviors
    ACL 2026 ·
    Chenghao Yang
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  18. 2D-DPO: Scaling Direct Preference Optimization with 2-Dimensional Supervision
    NAACL 2025 ·
    Shilong Li
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  19. AIR: Complex Instruction Generation via Automatic Iterative Refinement
    EMNLP 2025 ·
    Wei Liu
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  20. Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning?
    ACL 2025 ·
    Yancheng He
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  21. Can MLLMs Understand the Deep Implication Behind Chinese Images?
    ACL 2025 ·
    Chenhao Zhang
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  22. Chinese SafetyQA: A Safety Short-form Factuality Benchmark for Large Language Models
    ACL 2025 ·
    Yingshui Tan
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  23. Chinese SimpleQA: A Chinese Factuality Evaluation for Large Language Models
    ACL 2025 ·
    Yancheng He
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  24. DREAM: Disentangling Risks to Enhance Safety Alignment in Multimodal Large Language Models
    NAACL 2025 ·
    Jianyu Liu
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  25. Flow-GRPO: Training Flow Matching Models via Online RL
    NeurIPS 2025 ·
    Jie Liu
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  26. KOR-Bench: Benchmarking Language Models on Knowledge-Orthogonal Reasoning Tasks
    ICLR 2025 ·
    Kaijing Ma
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  27. KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation
    NeurIPS 2025 ·
    Jiajun Shi
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  28. LIME: Less Is More for MLLM Evaluation
    ACL 2025 ·
    King Zhu
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  29. M2RC-EVAL: Massively Multilingual Repository-level Code Completion Evaluation
    ACL 2025 · Jiaheng Liu
  30. MIO: A Foundation Model on Multimodal Tokens
    EMNLP 2025 ·
    Zekun Moore Wang
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  31. MTU-Bench: A Multi-granularity Tool-Use Benchmark for Large Language Models
    ICLR 2025 ·
    Pei Wang
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  32. MVU-Eval: Towards Multi-Video Understanding Evaluation for Multimodal LLMs
    NeurIPS 2025 ·
    Tianhao Peng
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  33. Mavors: Multi-granularity Video Representation for Multimodal Large Language Model
    ACM MM 2025 ·
    Yang Shi
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  34. McEval: Massively Multilingual Code Evaluation
    ICLR 2025 ·
    Linzheng Chai
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  35. MuPT: A Generative Symbolic Music Pretrained Transformer
    ICLR 2025 ·
    Xingwei Qu
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  36. MuSC: Improving Complex Instruction Following with Multi-granularity Self-Contrastive Training
    ACL 2025 ·
    Hui Huang
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  37. OAgents: An Empirical Study of Building Effective Agents
    EMNLP 2025 ·
    He Zhu
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  38. OmniBench: Towards The Future of Universal Omni-Language Models
    NeurIPS 2025 ·
    Yizhi Li
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  39. OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models
    ACL 2025 ·
    Siming Huang
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  40. PopAlign: Diversifying Contrasting Patterns for a More Comprehensive Alignment
    ACL 2025 ·
    Zekun Moore Wang
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  41. ProgCo: Program Helps Self-Correction of Large Language Models
    ACL 2025 ·
    Xiaoshuai Song
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  42. Quantification of Large Language Model Distillation
    ACL 2025 ·
    Sunbowen Lee
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  43. See the World, Discover Knowledge: A Chinese Factuality Evaluation for Large Vision Language Models
    ACL 2025 ·
    Jihao Gu
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  44. SimpleVQA: Multimodal Factuality Evaluation for Multimodal Large Language Models
    ICCV 2025 ·
    Xianfu Cheng
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  45. TableBench: A Comprehensive and Complex Benchmark for Table Question Answering
    AAAI 2025 ·
    Xianjie Wu
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  46. Towards Visualization-of-Thought Jailbreak Attack against Large Visual Language Models
    NeurIPS 2025 ·
    Hongqiong Zhong
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  47. VidCapBench: A Comprehensive Benchmark of Video Captioning for Controllable Text-to-Video Generation
    ACL 2025 ·
    Xinlong Chen
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  48. XCOT: Cross-lingual Instruction Tuning for Cross-lingual Chain-of-Thought Reasoning
    AAAI 2025 ·
    Linzheng Chai
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  49. Compressing Large Language Models by Joint Sparsification and Quantization
    ICML 2024 ·
    Jinyang Guo
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  50. ConceptMath: A Bilingual Concept-wise Benchmark for Measuring Mathematical Reasoning of Large Language Models
    ACL 2024 ·
    Yanan Wu
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  51. D-CPT Law: Domain-specific Continual Pre-Training Scaling Law for Large Language Models
    NeurIPS 2024 ·
    Haoran Que
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  52. DDK: Distilling Domain Knowledge for Efficient Large Language Models
    NeurIPS 2024 · Jiaheng Liu
  53. E2-LLM: Efficient and Extreme Length Extension of Large Language Models
    ACL 2024 · Jiaheng Liu
  54. Emulated Disalignment: Safety Alignment for Large Language Models May Backfire!
    ACL 2024 ·
    Zhanhui Zhou
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  55. GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models
    EMNLP 2024 ·
    Shilong Li
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  56. II-Bench: An Image Implication Understanding Benchmark for Multimodal Large Language Models
    NeurIPS 2024 ·
    Ziqiang Liu
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  57. LTA-PCS: Learnable Task-Agnostic Point Cloud Sampling
    CVPR 2024 · Jiaheng Liu
  58. LogFormer: A Pre-train and Tuning Pipeline for Log Anomaly Detection
    AAAI 2024 ·
    Hongcheng Guo
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  59. MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues
    ACL 2024 ·
    Ge Bai
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  60. MaterialSeg3D: Segmenting Dense Materials from 2D Priors for 3D Assets
    ACM MM 2024 ·
    Zeyu Li
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  61. NC2D: Novel Class Discovery for Node Classification
    CIKM 2024 ·
    Yue Hou
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  62. OWL: A Large Language Model for IT Operations
    ICLR 2024 ·
    Hongcheng Guo
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  63. PTSBench: A Comprehensive Post-Training Sparsity Benchmark Towards Algorithms and Models
    ACM MM 2024 ·
    Zining Wang
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  64. RoleAgent: Building, Interacting, and Benchmarking High-quality Role-Playing Agents from Scripts
    NeurIPS 2024 · Jiaheng Liu
  65. RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models
    ACL 2024 ·
    Noah Wang
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  66. Segment, Lift and Fit: Automatic 3D Shape Labeling from 2D Prompts
    ECCV 2024 ·
    Jianhao Li
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  67. Towards Real-world Scenario: Imbalanced New Intent Discovery
    ACL 2024 ·
    Shun Zhang
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  68. UniCoder: Scaling Code Large Language Model via Universal Code
    ACL 2024 ·
    Tao Sun
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  69. VRDistill: Vote Refinement Distillation for Efficient Indoor 3D Object Detection
    ACM MM 2024 ·
    Ze Yuan
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