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Mengyu Zhou

Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills
2026 · Jingwei Ni, Yihao Liu, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2
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Chart2SVG: Editable SVG Generation from Raster Chart Images
2026 · Cui, Jinning, Chen, Lu, et al. · arXiv (Cornell University)
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SMOPD: Multi-Reward Reinforcement Learning via Specialize-and-Merge Online Policy Distillation
2026 · Wang, Wen, Bao, Jiahua, et al. · arXiv (Cornell University)
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Skill-RM: Unifying Heterogeneous Evaluation Criteria via Agent Skill
2026 · Chen, Tao, Jiang, Gangwei, et al. · arXiv (Cornell University)
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Fill the GAP: A Granular Alignment Paradigm for Visual Reasoning in Multimodal Large Language Models
2026 · Miao, Yanting, Sun, Yutao, et al. · arXiv (Cornell University)
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Rationale Matters: Learning Transferable Rubrics via Proxy-Guided Critique for VLM Reward Models
2026 · Qiu, Weijie, Guan, Dai, et al. · arXiv (Cornell University)
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Open Rubric System: Scaling Reinforcement Learning with Pairwise Adaptive Rubric
2026 · Wen Wang, Ruipeng Jia, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP)
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ATP-Bench: Towards Agentic Tool Planning for MLLM Interleaved Generation
2026 · Yinuo Liu, Zi Qian, et al. · Lecture notes in computer science
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GD2PO: Group-Dynamic Reward-Decoupled Policy Optimization for Mitigating Multi-Reward RL Conflicts
2026 · Haotian Liu, Yihao Liu, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)
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DYNAMO: Dynamic Skill-Tool Evolution for Vision-Language Agents
2026 · Yutao Sun, Yanting Miao, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP)
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MARCH: Multi-Agent Reinforced Check for Hallucination
2026 · Zhuo Li, Yupeng Zhang, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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Works count: 11
Citation count: 2
H-index: 1
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