PPaperPicks

Junyang Lin

52 papers at tracked venues · 40 at CORE A* · active 2024–2026

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Venues

ACL ×20EMNLP ×10NeurIPS ×7ICLR ×5ICML ×4AAAI ×2ICCV ×2ECCV ×1NAACL ×1

Frequent coauthors

Liang Chen
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Ru Peng
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Jian Yang
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Zhe Yang
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Zihan Qiu
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Ke Yi
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Hao Xiang
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Chengpeng Li
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Keming Lu
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Yinger Zhang
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Jiajun Zhang
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Binghai Wang
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Papers

  1. DeepPlanning: Benchmarking Long-Horizon Agentic Planning with Verifiable Constraints
    ACL 2026 ·
    Yinger Zhang
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  2. From Completion to Editing: Unlocking Context-Aware Code Infilling via Search-and-Replace Instruction Tuning
    ACL 2026 ·
    Jiajun Zhang
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  3. HSS-Synth: Humanities and Social Sciences Data Synthesis for LLMs
    ACL 2026 ·
    Ru Peng
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  4. Outcome Accuracy is Not Enough: Aligning the Reasoning Process of Reward Models
    ACL 2026 ·
    Binghai Wang
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  5. PLAWBENCH: A Rubric-Based Benchmark for Evaluating LLMs in Real-World Legal Practice
    ACL 2026 ·
    Yuzhen Shi
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  6. ToolRM: Towards Agentic Tool-Use Reward Modeling
    ACL 2026 ·
    Renhao Li
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  7. Towards Better Correctness and Efficiency in Code Generation
    AAAI 2026 ·
    Yunlong Feng
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  8. UNIKIE-BENCH: Benchmarking Large Multimodal Models for Key Information Extraction in Visual Documents
    ACL 2026 ·
    Yifan Ji
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  9. A Probabilistic Inference Scaling Theory for LLM Self-Correction
    EMNLP 2025 ·
    Zhe Yang
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  10. A Spark of Vision-Language Intelligence: 2-Dimensional Autoregressive Transformer for Efficient Finegrained Image Generation
    ICLR 2025 ·
    Liang Chen
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  11. Analyzing and Mitigating Inconsistency in Discrete Speech Tokens for Neural Codec Language Models
    ACL 2025 ·
    Wenrui Liu
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  12. Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning
    NeurIPS 2025 ·
    Shenzhi Wang
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  13. CARE: Decoding-Time Safety Alignment via Rollback and Introspection Intervention
    NeurIPS 2025 ·
    Xiaomeng Hu
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  14. CC-OCR: A Comprehensive and Challenging OCR Benchmark for Evaluating Large Multimodal Models in Literacy
    ICCV 2025 ·
    Zhibo Yang
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  15. CateKV: On Sequential Consistency for Long-Context LLM Inference Acceleration
    ICML 2025 ·
    Haoyun Jiang
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  16. Chain of Execution Supervision Promotes General Reasoning in Large Language Models
    NeurIPS 2025 ·
    Nuo Chen
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  17. CodeArena: Evaluating and Aligning CodeLLMs on Human Preference
    EMNLP 2025 ·
    Jian Yang
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  18. Confidence v.s. Critique: A Decomposition of Self-Correction Capability for LLMs
    ACL 2025 ·
    Zhe Yang
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  19. DataMan: Data Manager for Pre-training Large Language Models
    ICLR 2025 ·
    Ru Peng
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  20. Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models
    ACL 2025 ·
    Zihan Qiu
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  21. Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning
    ACL 2025 ·
    Ziang Ye
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  22. Efficient Long Context Fine-tuning with Chunk Flow
    ICML 2025 ·
    Xiulong Yuan
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  23. FPE2M2: Approaching Lossless and Efficient Quantization with Native Floating Point
    ACL 2025 ·
    Ke Yi
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  24. Fine-Tuning Language Models with Collaborative and Semantic Experts
    AAAI 2025 ·
    Jiaxi Yang
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  25. Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink-Free
    NeurIPS 2025 ·
    Zihan Qiu
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  26. HellaSwag-Pro: A Large-Scale Bilingual Benchmark for Evaluating the Robustness of LLMs in Commonsense Reasoning
    ACL 2025 ·
    Xiaoyuan Li
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  27. InSerter: Speech Instruction Following with Unsupervised Interleaved Pre-training
    ACL 2025 ·
    Dingdong Wang
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  28. LongWeave: A Long-Form Generation Benchmark Bridging Real-World Relevance and Verifiability
    EMNLP 2025 ·
    Zikai Xiao
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  29. MARGE: Improving Math Reasoning with Guided Exploration
    ICML 2025 ·
    Jingyue Gao
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  30. Multimodal Representation Alignment for Image Generation: Text-Image Interleaved Control is Easier than You Think
    ICCV 2025 ·
    Liang Chen
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  31. NOVA-63: Native Omni-lingual Versatile Assessments of 63 Disciplines
    EMNLP 2025 ·
    Jinyang Zhang
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  32. OpenHands: An Open Platform for AI Software Developers as Generalist Agents
    ICLR 2025 ·
    Xingyao Wang
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  33. P-MMEval: A Parallel Multilingual Multitask Benchmark for Consistent Evaluation of LLMs
    EMNLP 2025 ·
    Yidan Zhang
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  34. Parallel Scaling Law for Language Models
    NeurIPS 2025 ·
    Mouxiang Chen
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  35. PolyMath: Evaluating Mathematical Reasoning in Multilingual Contexts
    NeurIPS 2025 ·
    Yiming Wang
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  36. ProcessBench: Identifying Process Errors in Mathematical Reasoning
    ACL 2025 ·
    Chujie Zheng
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  37. Qwen2.5-xCoder: Multi-Agent Collaboration for Multilingual Code Instruction Tuning
    ACL 2025 ·
    Jian Yang
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  38. RMTBench: Benchmarking LLMs Through Multi-Turn User-Centric Role-Playing
    EMNLP 2025 ·
    Hao Xiang
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  39. Rationales Are Not Silver Bullets: Measuring the Impact of Rationales on Model Performance and Reliability
    ACL 2025 ·
    Chiwei Zhu
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  40. Rethinking Data Selection at Scale: Random Selection is Almost All You Need
    EMNLP 2025 ·
    Tingyu Xia
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  41. Rotated Runtime Smooth: Training-Free Activation Smoother for accurate INT4 inference
    ICLR 2025 ·
    Ke Yi
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  42. START: Self-taught Reasoner with Tools
    EMNLP 2025 ·
    Chengpeng Li
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  43. Self-Steering Optimization: Autonomous Preference Optimization for Large Language Models
    ACL 2025 ·
    Hao Xiang
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  44. Synthesizing Software Engineering Data in a Test-Driven Manner
    ICML 2025 ·
    Lei Zhang
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  45. Teaching Language Models to Reason with Tools
    NeurIPS 2025 ·
    Chengpeng Li
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  46. The Lessons of Developing Process Reward Models in Mathematical Reasoning
    ACL 2025 ·
    Zhenru Zhang
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  47. Turning the Tide: Repository-based Code Reflection
    EMNLP 2025 ·
    Wei Zhang
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  48. #InsTag: Instruction Tagging for Analyzing Supervised Fine-tuning of Large Language Models
    ICLR 2024 ·
    Keming Lu
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  49. An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Language Models
    ECCV 2024 ·
    Liang Chen
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  50. Can Large Language Models Always Solve Easy Problems if They Can Solve Harder Ones?
    EMNLP 2024 ·
    Zhe Yang
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  51. Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models
    NAACL 2024 ·
    Keming Lu
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  52. Synthesizing Text-to-SQL Data from Weak and Strong LLMs
    ACL 2024 ·
    Jiaxi Yang
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