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Runchuan Zhu

GRAIT: Gradient-Driven Refusal-Aware Instruction Tuning for Effective Hallucination Mitigation
2025 · Runchuan Zhu, Xinke Jiang, et al. · Findings of the Association for Computational Linguistics: NAACL · 4
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KnowPO: Knowledge-Aware Preference Optimization for Controllable Knowledge Selection in Retrieval-Augmented Language Models
2025 · Ruizhe Zhang, Yongxin Xu, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2
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Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning
2025 · Yongxin Xu, Ruizhe Zhang, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 1
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AdaptFlow: Adaptive Workflow Optimization via Meta-Learning
2025 · Runchuan Zhu, Bowen Jiang, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 1
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3DS: Medical Domain Adaptation of LLMs via Decomposed Difficulty-based Data Selection
2025 · Hongxin Ding, Yue Fang, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 1
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3DS: Medical Domain Adaptation of LLMs via Decomposed Difficulty-based Data Selection
2024 · Ding, Hongxin, Fang, Yue, et al. · arXiv (Cornell University) · 1
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GenMem: Generative Symbolic Memory for Self-Evolving Harness
2026 · Jiang, Xinke, Feng, Tao, et al. · arXiv (Cornell University)
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HPFA: Hypergraph-Based Paired Failure Attribution for LLM Reasoning
2026 · Zhu, Runchuan, Lai, Hongbin, et al. · arXiv (Cornell University)
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Evaluating an evidence-guided reinforcement learning framework in aligning light-parameter large language models with decision-making cognition in psychiatric clinical reasoning
2026 · Xinxin Lin, Guangxin Dai, et al.
AdaptFlow: Adaptive Workflow Optimization via Meta-Learning
2025 · Zhu, Runchuan, Jiang, Bowen, et al. · arXiv (Cornell University)
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EL4NER: Ensemble Learning for Named Entity Recognition via Multiple Small-Parameter Large Language Models
2025 · Xiao, Yuzhen, Song, Jiahe, et al. · arXiv (Cornell University)
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RetrDex: Efficient Object Retrieval in Cluttered Scenes with a Dexterous Hand
2025 · Bai, Fengshuo, Li, Yu, et al. · arXiv (Cornell University)
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Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning
2024 · Xu, Yongxin, Zhang, Ruizhe, et al. · arXiv (Cornell University)
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Few-shots Portrait Generation with Style Enhancement and Identity Preservation
2023 · Zhu, Runchuan, Ji, Naye, et al. · arXiv (Cornell University)
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Works count: 18
Citation count: 10
H-index: 2
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