Pan, Boyuan

10 publications

NeurIPS 2025 Every Rollout Counts: Optimal Resource Allocation for Efficient Test-Time Scaling Xinglin Wang, Yiwei Li, Shaoxiong Feng, Peiwen Yuan, Yueqi Zhang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li

NeurIPS 2025 Mind the Quote: Enabling Quotation-Aware Dialogue in LLMs via Plug-and-Play Modules Yueqi Zhang, Peiwen Yuan, Yiwei Li, Shaoxiong Feng, Xinglin Wang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li

NeurIPS 2025 Silencer: From Discovery to Mitigation of Self-Bias in LLM-as-Benchmark-Generator Peiwen Yuan, Yiwei Li, Shaoxiong Feng, Xinglin Wang, Yueqi Zhang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li

ICLR 2025 UniCBE: An Uniformity-Driven Comparing Based Evaluation Framework with Unified Multi-Objective Optimization Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Yueqi Zhang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li

ICLR 2024 Escape Sky-High Cost: Early-Stopping Self-Consistency for Multi-Step Reasoning Yiwei Li, Peiwen Yuan, Shaoxiong Feng, Boyuan Pan, Xinglin Wang, Bin Sun, Heda Wang, Kan Li

NeurIPS 2024 Instruction Embedding: Latent Representations of Instructions Towards Task Identification Yiwei Li, Jiayi Shi, Shaoxiong Feng, Peiwen Yuan, Xinglin Wang, Boyuan Pan, Heda Wang, Yao Hu, Kan Li

AAAI 2024 Turning Dust into Gold: Distilling Complex Reasoning Capabilities from LLMs by Leveraging Negative Data Yiwei Li, Peiwen Yuan, Shaoxiong Feng, Boyuan Pan, Bin Sun, Xinglin Wang, Heda Wang, Kan Li

ICML 2020 Adversarial Mutual Information for Text Generation Boyuan Pan, Yazheng Yang, Kaizhao Liang, Bhavya Kailkhura, Zhongming Jin, Xian-Sheng Hua, Deng Cai, Bo Li

NeurIPS 2018 MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models Boyuan Pan, Yazheng Yang, Hao Li, Zhou Zhao, Yueting Zhuang, Deng Cai, Xiaofei He

IJCAI 2017 Robust Asymmetric Bayesian Adaptive Matrix Factorization Xin Guo, Boyuan Pan, Deng Cai, Xiaofei He