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Shidong Yang

CoEvolve: Training LLM Agents via Agent-Data Mutual Evolution
2026 · Yang, Shidong, Ma, Ziyu, et al. · arXiv (Cornell University) · 1
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LongHorizon-Harness: Advancing Long-Horizon Agents for Real-World Tasks
2026 · Ma, Ziyu, Huang, Hailang, et al. · arXiv (Cornell University)
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ReSum: Synergizing LLM Reasoning and Summarization with Reinforcement Learning
2026 · Wang, Xucong, Ma, Ziyu, et al. · arXiv (Cornell University)
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APPO: Agentic Procedural Policy Optimization
2026 · Wang, Xucong, Ma, Ziyu, et al. · arXiv (Cornell University)
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CoEvolve: Training LLM Agents via Agent-Data Mutual Evolution
2026 · Association for Computational Linguistics 2026, Chu, Xiangxiang, et al. · Underline Science Inc.
Learning Agentic Policy from Action Guidance
2026 · Ji, Yuxiang, Wang, Zengbin, et al. · arXiv (Cornell University)
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SkillClaw: Let Skills Evolve Collectively with Agentic Evolver
2026 · Ma, Ziyu, Yang, Shidong, et al. · arXiv (Cornell University)
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Entropy-Guided Data-Efficient Training for Multimodal Reasoning Reward Models
2026 · Yang, Shidong, Huang, Tongwen, et al. · arXiv (Cornell University)
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Role-Agent: Bootstrapping LLM Agents via Dual-Role Evolution
2026 · Xucong Wang, Ziyu Ma, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)
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CoEvolve: Training LLM Agents via Agent-Data Mutual Evolution
2026 · Shidong Yang, Ziyu Ma, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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SkillForge: Evolving Verifiable Skills for Reinforcement Learning Agents
2026 · Shidong Yang, Ziyu Ma, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)
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Step-DeepResearch Technical Report
2025 · Hu, Chen, Du, Haikuo, et al. · arXiv (Cornell University)
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Works count: 12
Citation count: 1
H-index: 1
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