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Wotao Yin

Lower Bounds and Nearly Optimal Algorithms in Distributed Learning with Communication Compression
2022 · Xinmeng Huang, Yiming Chen, et al. · neural information processing systems · 8
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Two-Stage Learning to Branch in Branch-Price-and-Cut Algorithms for Solving Vehicle Routing Problems Exactly
2026 · Zhengzhong You, Yu Yang, et al. · Operations Research · 2
Subsampled Ensemble Can Improve Generalization Tail Exponentially
2025 · Huajie Qian, Donghao Ying, et al. · neural information processing systems · 2
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Solving General Natural-Language-Description Optimization Problems with Large Language Models
2024 · Zhang, Jihai, Wang, Wei, et al. · arXiv (Cornell University) · 2
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Scale Down to Speed Up: Dynamic Data Selection for Reinforcement Learning
2025 · Zhuoyue Chen, Jihai Zhang, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 1
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ScholarStack: Layered Research Asset Orchestration and Cross-Task Reuse for Scientific Agents
2026 · ScholarSeed AI Team, Gong, Caoqinwei, et al. · arXiv (Cornell University)
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A Zeroth-Order Paradigm for LLM Preference Alignment
2026 · Chen, Peter, Chen, Xi, et al. · arXiv (Cornell University)
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From Search to Synthesis: Training LLMs as Zero-Shot Workflow Generators
2026 · Luo, Gan, Qin, Zihan, et al. · arXiv (Cornell University)
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Restarted Reflected Halpern Acceleration for Augmented Primal-Dual Methods
2026 · Liu, Benqi, Cao, Ju, et al. · arXiv (Cornell University)
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Automating Reformulation for Parallel ADMM
2026 · Sun, Kaizhao, Wu, Baihao, et al. · arXiv (Cornell University)
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Powering Up Zeroth-Order Training via Subspace Gradient Orthogonalization
2026 · Lang, Yicheng, Wang, Changsheng, et al. · arXiv (Cornell University)
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DeepVision-103K: A Visually Diverse, Broad-Coverage, and Verifiable Mathematical Dataset for Multimodal Reasoning
2026 · Sun, Haoxiang, Xu, Lizhen, et al. · arXiv (Cornell University)
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ALiA: Adaptive Linearized ADMM
2026 · Jang, Uijeong, Sun, Kaizhao, et al. · arXiv (Cornell University)
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AdapThink: Adaptive Thinking Preferences for Reasoning Language Models
2026 · Wenyue Xu, Xu Wan, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
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ComPO: Preference Alignment via Comparison Oracles
2025 · Peter Chen, Xi Chen, et al. · neural information processing systems
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BC-Prover: Backward Chaining Prover for Formal Theorem Proving
2024 · Yuhang He, Jihai Zhang, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP)
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Works count: 17
Citation count: 15
H-index: 2
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