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Author

Boyi Liu

Neural Proximal/Trust Region Policy Optimization Attains Globally Optimal Policy
2019 · Liu, Boyi, Cai, Qi, et al. · arXiv (Cornell University) · 64
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Lightweight 2D Human Pose Estimation Based on Joint Channel Coordinate Attention Mechanism
2023 · Zuhe Li, Mengze Xue, et al. · Electronics · 11
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Off-Policy Evaluation and Learning from Logged Bandit Feedback: Error Reduction via Surrogate Policy
2018 · Xie, Yuan, Liu, Boyi, et al. · arXiv (Cornell University) · 11
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Context-Dependent Multimodal Sentiment Analysis Based on a Complex Attention Mechanism
2023 · Lujuan Deng, Boyi Liu, et al. · Electronics · 8
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Reason for Future, Act for Now: A Principled Framework for Autonomous LLM Agents with Provable Sample Efficiency
2023 · Liu, Zhihan, Hu, Hao, et al. · arXiv (Cornell University) · 3
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Policy Optimization in Zero-Sum Markov Games: Fictitious Self-Play Provably Attains Nash Equilibria
2021 · Boyi Liu, Zhuoran Yang, et al. · 2
A technique to improve the fixed-sphere decoding algorithm for Spectrally Efficient Frequency Division Multiplexing systems
2024 · Boyi Liu, Liu Yang, et al. · Optics Communications · 1
Provably Mitigating Overoptimization in RLHF: Your SFT Loss is Implicitly an Adversarial Regularizer
2024 · Zhihan Liu, Miao Lu, et al. · neural information processing systems · 1
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LooperMuscle: Fast and Stable Learning of Humanoid Whole-Body Tracking via Structured Mixture-of-Experts
2026 · Liu, Boyi, Li, Qijin, et al. · arXiv (Cornell University)
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FedMosaic: Federated Retrieval-Augmented Generation via Parametric Adapters
2026 · Liang, Zhilin, Wang, Yuxiang, et al. · arXiv (Cornell University)
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MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility
2025 · He, Yexiao, Li, Ang, et al. · arXiv (Cornell University)
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Works count: 11
Citation count: 101
H-index: 4
I10-index: 3
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