Li, Changsheng

27 publications

NeurIPS 2025 Fira: Can We Achieve Full-Rank Training of LLMs Under Low-Rank Constraint? Xi Chen, Kaituo Feng, Changsheng Li, Xunhao Lai, Xiangyu Yue, Ye Yuan, Guoren Wang

ICCV 2025 NATRA: Noise-Agnostic Framework for Trajectory Prediction with Noisy Observations Rongqing Li, Changsheng Li, Ruilin Lv, Yuhang Li, Yang Gao, Xiaolu Zhang, Jun Zhou

CVPR 2025 RAP: Retrieval-Augmented Personalization for Multimodal Large Language Models Haoran Hao, Jiaming Han, Changsheng Li, Yu-Feng Li, Xiangyu Yue

NeurIPS 2025 Towards Multi-Table Learning: A Novel Paradigm for Complementarity Quantification and Integration Junyu Zhang, Lizhong Ding, MinghongZhang, Ye Yuan, Xingcan Li, Pengqi Li, Tihang Xi, Guoren Wang, Changsheng Li

NeurIPS 2024 Cross-Device Collaborative Test-Time Adaptation Guohao Chen, Shuaicheng Niu, Deyu Chen, Shuhai Zhang, Changsheng Li, Yuanqing Li, Mingkui Tan

NeurIPS 2024 Hierarchical Object-Aware Dual-Level Contrastive Learning for Domain Generalized Stereo Matching Yikun Miao, Meiqing Wu, Siew-Kei Lam, Changsheng Li, Thambipillai Srikanthan

ICML 2024 Keypoint-Based Progressive Chain-of-Thought Distillation for LLMs Kaituo Feng, Changsheng Li, Xiaolu Zhang, Jun Zhou, Ye Yuan, Guoren Wang

NeurIPS 2024 LaKD: Length-Agnostic Knowledge Distillation for Trajectory Prediction with Any Length Observations Yuhang Li, Changsheng Li, Ruilin Lv, Rongqing Li, Ye Yuan, Guoren Wang

CVPR 2024 On the Road to Portability: Compressing End-to-End Motion Planner for Autonomous Driving Kaituo Feng, Changsheng Li, Dongchun Ren, Ye Yuan, Guoren Wang

NeurIPS 2023 BCDiff: Bidirectional Consistent Diffusion for Instantaneous Trajectory Prediction Rongqing Li, Changsheng Li, Dongchun Ren, Guangyi Chen, Ye Yuan, Guoren Wang

ICML 2023 Detecting Adversarial Data by Probing Multiple Perturbations Using Expected Perturbation Score Shuhai Zhang, Feng Liu, Jiahao Yang, Yifan Yang, Changsheng Li, Bo Han, Mingkui Tan

ICLR 2023 Towards Open Temporal Graph Neural Networks Kaituo Feng, Changsheng Li, Xiaolu Zhang, Jun Zhou

AAAI 2021 LRSC: Learning Representations for Subspace Clustering Changsheng Li, Chen Yang, Bo Liu, Ye Yuan, Guoren Wang

AAAI 2021 Unsupervised Active Learning via Subspace Learning Changsheng Li, Kaihang Mao, Lingyan Liang, Dongchun Ren, Wei Zhang, Ye Yuan, Guoren Wang

AAAI 2020 Multi-Instance Multi-Label Action Recognition and Localization Based on Spatio-Temporal Pre-Trimming for Untrimmed Videos Xiaoyu Zhang, Haichao Shi, Changsheng Li, Peng Li

IJCAI 2020 On Deep Unsupervised Active Learning Changsheng Li, Handong Ma, Zhao Kang, Ye Yuan, Xiaoyu Zhang, Guoren Wang

AAAI 2020 Region Focus Network for Joint Optic Disc and Cup Segmentation Ge Li, Changsheng Li, Chan Zeng, Peng Gao, Guotong Xie

AAAI 2019 Learning Transferable Self-Attentive Representations for Action Recognition in Untrimmed Videos with Weak Supervision Xiaoyu Zhang, Haichao Shi, Changsheng Li, Kai Zheng, Xiaobin Zhu, Lixin Duan

AAAI 2019 Residual Invertible Spatio-Temporal Network for Video Super-Resolution Xiaobin Zhu, Zhuangzi Li, Xiaoyu Zhang, Changsheng Li, Yaqi Liu, Ziyu Xue

AAAI 2019 Similarity Learning via Kernel Preserving Embedding Zhao Kang, Yiwei Lu, Yuanzhang Su, Changsheng Li, Zenglin Xu

IJCAI 2018 Improving Maximum Likelihood Estimation of Temporal Point Process via Discriminative and Adversarial Learning Junchi Yan, Xin Liu, Liangliang Shi, Changsheng Li, Hongyuan Zha

IJCAI 2017 Autoencoder Regularized Network for Driving Style Representation Learning Weishan Dong, Ting Yuan, Kai Yang, Changsheng Li, Shilei Zhang

AAAI 2017 Self-Paced Multi-Task Learning Changsheng Li, Junchi Yan, Fan Wei, Weishan Dong, Qingshan Liu, Hongyuan Zha

IJCAI 2016 Modeling Contagious Merger and Acquisition via Point Processes with a Profile Regression Prior Junchi Yan, Shuai Xiao, Changsheng Li, Bo Jin, Xiangfeng Wang, Bin Ke, Xiaokang Yang, Hongyuan Zha

IJCAI 2016 On Modeling and Predicting Individual Paper Citation Count over Time Shuai Xiao, Junchi Yan, Changsheng Li, Bo Jin, Xiangfeng Wang, Xiaokang Yang, Stephen M. Chu, Hongyuan Zha

AAAI 2016 Spatially Regularized Streaming Sensor Selection Changsheng Li, Fan Wei, Weishan Dong, Xiangfeng Wang, Junchi Yan, Xiaobin Zhu, Qingshan Liu, Xin Zhang

CVPR 2012 Learning Ordinal Discriminative Features for Age Estimation Changsheng Li, Qingshan Liu, Jing Liu, Hanqing Lu