ML Anthology

Li, Kan

17 publications

AAAI 2025 Combating Semantic Contamination in Learning with Label Noise Wenxiao Fan, Kan Li
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 2023 Towards Diverse, Relevant and Coherent Open-Domain Dialogue Generation via Hybrid Latent Variables Bin Sun, Yitong Li, Fei Mi, Weichao Wang, Yiwei Li, 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 Geometry-Driven Self-Supervised Method for 3D Human Pose Estimation Yang Li, Kan Li, Shuai Jiang, Ziyue Zhang, Congzhentao Huang, Richard Yi Da Xu
AAAI 2020 Posterior-GAN: Towards Informative and Coherent Response Generation with Posterior Generative Adversarial Network Shaoxiong Feng, Hongshen Chen, Kan Li, Dawei Yin
IJCAI 2018 Deeply-Supervised CNN Model for Action Recognition with Trainable Feature Aggregation Yang Li, Kan Li, Xinxin Wang
IJCAI 2016 A Generative Model for Recognizing Mixed Group Activities in Still Images Zheng Zhou, Kan Li, Xiangjian He, Mengmeng Li