Feng, Shaoxiong

12 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

NeurIPS 2025 Stitch and Tell: A Structured Data Augmentation Method for Spatial Understanding Hang Yin, Xiaomin He, Peiwen Yuan, Yiwei Li, Jiayi Shi, Wenxiao Fan, Shaoxiong Feng, 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

AAAI 2023 Heterogeneous-Branch Collaborative Learning for Dialogue Generation Yiwei Li, Shaoxiong Feng, Bin Sun, Kan Li

AAAI 2021 Collaborative Group Learning Shaoxiong Feng, Hongshen Chen, Xuancheng Ren, Zhuoye Ding, Kan Li, Xu Sun

AAAI 2021 Multi-View Feature Representation for Dialogue Generation with Bidirectional Distillation Shaoxiong Feng, Xuancheng Ren, Kan Li, Xu Sun

AAAI 2020 Posterior-GAN: Towards Informative and Coherent Response Generation with Posterior Generative Adversarial Network Shaoxiong Feng, Hongshen Chen, Kan Li, Dawei Yin