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Sirui Chen

Prune as You Generate: Online Rollout Pruning for Faster and Better RLVR
2026 · Association for Computational Linguistics 2026, Chen, Sirui, et al. · Underline Science Inc.
CauTion: Knowing When to Trust LLMs for Ensemble Causal Discovery
2026 · Peng, Bo, Wu, Kaiwen, et al. · arXiv (Cornell University)
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Metacognition as Reward: Reinforcing LLM Reasoning via Knowledge and Regulation Signals
2026 · Chen, Sirui, Xu, Lei, et al. · arXiv (Cornell University)
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Code as Agent Harness
2026 · Ning, Xuying, Tieu, Katherine, et al. · arXiv (Cornell University)
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Heterogeneous Scientific Foundation Model Collaboration
2026 · Li, Zihao, Zou, Jiaru, et al. · arXiv (Cornell University)
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EvoSelect: Data-Efficient LLM Evolution for Targeted Task Adaptation
2026 · Li, Ting-Wei, Chen, Sirui, et al. · arXiv (Cornell University)
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Prune as You Generate: Online Rollout Pruning for Faster and Better RLVR
2026 · Xu, Haobo, Chen, Sirui, et al. · arXiv (Cornell University)
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Influence-Preserving Proxies for Gradient-Based Data Selection in LLM Fine-tuning
2026 · Chen, Sirui, Qi, Yunzhe, et al. · arXiv (Cornell University)
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DEPO: Dual-Efficiency Preference Optimization for LLM Agents
2026 · Association for Artificial Intelligence 2026, Chen, Sirui, et al. · Underline Science Inc.
Trustworthy Recommendation in the Era of Large Language Models: Opportunities and Challenges
2026 · Bohao Wang, Cui, Yu, et al.
Predict, Don’t Iterate: Efficient Adaptive-Length Infilling for Diffusion Language Models
2026 · Haobo Xu, Sirui Chen, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP)
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Works count: 12
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