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Mutian Bao

STAPO: Selective Trajectory-Aware Policy Optimization for LLM Agent Training
2026 · Qi, Qiuyi, Liang, Tian, et al. · arXiv (Cornell University)
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CARL: Constraint-Aware Reinforcement Learning for Planning with LLMs
2026 · Qi, Qiuyi, Zhang, Jinjian, et al. · arXiv (Cornell University)
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UrbanGeoEval: A City-Scale Benchmark for Evaluating Large Language Models in Geospatial Reasoning
2026 · Association for Computational Linguistics 2026, Bao, Mutian, et al. · Underline Science Inc.
STAPO: Selective Trajectory-Aware Policy Optimization for LLM Agent Training
2026 · Association for Computational Linguistics 2026, Bao, Mutian, et al. · Underline Science Inc.
CARL: Constraint-Aware Reinforcement Learning for Planning with LLMs
2026 · Qiuyi Qi, Jinjian Zhang, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
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STAPO: Selective Trajectory-Aware Policy Optimization for LLM Agent Training
2026 · Qiuyi Qi, Tian Liang, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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UrbanGeoEval: A City-Scale Benchmark for Evaluating Large Language Models in Geospatial Reasoning
2026 · Mutian Bao, Qiuyi Qi, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
Don’t Guess, Ask Wisely: Benchmarking and Training Proactive Elicitation in Open-Domain LLM Conversations
2026 · Rongyu Zhang, Mutian Bao, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP)
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Works count: 8
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