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Ru Peng

Energy-based Automated Model Evaluation
2024 · Peng, Ru, Zou, Heming, et al. · arXiv (Cornell University) · 1
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MMSearch-OPD: Easy Made Hard, Hard Made Learnable for Long-Horizon Multimodal Search Agents
2026 · Zhang, Huanyao, Zhou, Jiepeng, et al. · arXiv (Cornell University)
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HSS-Synth: Humanities and Social Sciences Data Synthesis for LLMs
2026 · Peng, Ru, Zhao, Tianyu, et al. · arXiv (Cornell University)
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BridgeAlign: Bridging Preference Alignment for Humanities and Social Sciences
2026 · Peng, Ru, Xu, Haokai, et al. · arXiv (Cornell University)
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Momentum for Reasoning: Dense Intrinsic Signals in Policy Optimization
2026 · Chen, Hao, Shen, Zhanming, et al. · arXiv (Cornell University)
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From "Weak" Signals to Strong Models: Preference Delta Aggregation with LoRA Merging
2026 · Sun, Qi, Zhang, Siyue, et al. · arXiv (Cornell University)
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Improving sample efficiency in visual reinforcement learning under data augmentation
2026 · Ziru Wang, Wanli Jiang, et al. · Robot learning.
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Optimsyn: Influence-Guided Rubrics Optimization for Synthetic Data Generation
2026 · Fan, Zhiting, Chen, Ruizhe, et al. · arXiv (Cornell University)
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TRACE: A Unified Rollout Budget Allocation Framework for Efficient Agentic Reinforcement Learning
2026 · Heming Zou, Qi Wang, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP)
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HSS-Synth: Humanities and Social Sciences Data Synthesis for LLMs
2026 · Ru Peng, Tianyu Zhao, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
Works count: 10
Citation count: 1
H-index: 1
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