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Songjun Tu

PaperAudit-Bench: Benchmarking Error Detection in Research Papers for Critical Automated Peer Review
2026 · Songjun Tu, Yiwen Ma, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 1
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Salience-Invariant Consistent Policy Learning for Generalization in Visual Reinforcement Learning
2025 · Jingbo Sun, Songjun Tu, et al. · Adaptive Agents and Multi-Agents Systems · 1
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Learning to Reason with Selective Internal Feedback
2026 · Lu, Xun, Yang, Shumeng, et al. · arXiv (Cornell University)
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MemChain: Learning Interpretable Memory Traces for Memory-Augmented LLM Agents
2026 · Ma, Yiwen, Tu, Songjun, et al. · arXiv (Cornell University)
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UCOB: Learning to Utilize and Evolve Agentic Skills via Credit-Aware On-Policy Bidirectional Self-Distillation
2026 · Tu, Songjun, Xu, Chengdong, et al. · arXiv (Cornell University)
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AutoSearch: Adaptive Search Depth for Efficient Agentic RAG via Reinforcement Learning
2026 · Association for Computational Linguistics 2026, Chai, Jiajun, et al. · Underline Science Inc.
Are Full Rollouts Necessary for On-Policy Distillation?
2026 · Zhang, Yaocheng, Chai, Jiajun, et al. · arXiv (Cornell University)
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One LR Doesn't Fit All: Heavy-Tail Guided Layerwise Learning Rates for LLMs
2026 · He, Di, Tu, Songjun, et al. · arXiv (Cornell University)
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STRIDE: A Self-Reflective Agent Framework for Reliable Automatic Equation Discovery
2026 · Su, Jiarui, Tu, Songjun, et al. · arXiv (Cornell University)
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AutoSearch: Adaptive Search Depth for Efficient Agentic RAG via Reinforcement Learning
2026 · Sun, Jingbo, Chong, Wenyue, et al. · arXiv (Cornell University)
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$π$-Play: Multi-Agent Self-Play via Privileged Self-Distillation without External Data
2026 · Zhang, Yaocheng, Zhu, Yuanheng, et al. · arXiv (Cornell University)
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Saliency-Guided Representation with Consistency Policy Learning for Visual Unsupervised Reinforcement Learning
2026 · Sun, Jingbo, Zhang, Qichao, et al. · arXiv (Cornell University)
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Dynamic Dual-Granularity Skill Bank for Agentic RL
2026 · Songjun Tu, Chengdong Xu, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP)
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AutoSearch: Adaptive Search Depth for Efficient Agentic RAG via Reinforcement Learning
2026 · Jingbo Sun, Wenyue Chong, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
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Online Preference-based Reinforcement Learning with Self-augmented Feedback from Large Language Model
2025 · Songjun Tu, Jingbo Sun, et al. · Adaptive Agents and Multi-Agents Systems
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Offline Goal-Conditioned Reinforcement Learning with Elastic-Subgoal Diffused Policy Learning
2025 · Yaocheng Zhang, Yuanheng Zhu, et al. · Adaptive Agents and Multi-Agents Systems
Works count: 16
Citation count: 2
H-index: 1
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