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Kaifeng Liu

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory
2026 · Liu, Dawei, Song, Haixu, et al. · arXiv (Cornell University)
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MARS$^2$: Scaling Multi-Agent Tree Search via Reinforcement Learning for Code Generation
2026 · Association for Computational Linguistics 2026, Fu, Yikun, et al. · Underline Science Inc.
FAER: Benchmarking VLMs for Failure-Aware Embodied Reasoning
2026 · Association for Computational Linguistics 2026, Chen, Yifan, et al. · Underline Science Inc.
MARS$^2$: Scaling Multi-Agent Tree Search via Reinforcement Learning for Code Generation
2026 · Li, Pengfei, Wang, Shijie, et al. · arXiv (Cornell University)
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MARTI-MARS$^2$: Scaling Multi-Agent Self-Search via Reinforcement Learning for Code Generation
2026 · Wang, Shijie, Li, Pengfei, et al. · arXiv (Cornell University)
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FAER: Benchmarking VLMs for Failure-Aware Embodied Reasoning
2026 · Hao Song, Kaifeng Liu, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
MARS2: Scaling Multi-Agent Tree Search via Reinforcement Learning for Code Generation
2026 · Pengfei Li, Shijie Wang, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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DARTS: Diversity-Aware Reasoning Tree Search for Test-Time Scaling
2026 · Kaifeng Liu, Shijie Wang, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)
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Works count: 8
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