Li, Yan

52 publications

ICML 2025 A General Representation-Based Approach to Multi-Source Domain Adaptation Ignavier Ng, Yan Li, Zijian Li, Yujia Zheng, Guangyi Chen, Kun Zhang

CVPR 2025 AlignMamba: Enhancing Multimodal Mamba with Local and Global Cross-Modal Alignment Yan Li, Yifei Xing, Xiangyuan Lan, Xin Li, Haifeng Chen, Dongmei Jiang

IJCAI 2025 BILE: An Effective Behavior-Based Latent Exploration Scheme for Deep Reinforcement Learning Yiming Wang, Kaiyan Zhao, Yan Li, Leong Hou U

NeurIPS 2025 CausalVerse: Benchmarking Causal Representation Learning with Configurable High-Fidelity Simulations Guangyi Chen, Yunlong Deng, Peiyuan Zhu, Yan Li, Yifan Shen, Zijian Li, Kun Zhang

NeurIPS 2025 Diffusion Model as a Noise-Aware Latent Reward Model for Step-Level Preference Optimization Tao Zhang, Cheng Da, Kun Ding, Huan Yang, Kun Jin, Yan Li, Tingting Gao, Di Zhang, Shiming Xiang, Chunhong Pan

IJCAI 2025 Efficient Diversity-Based Experience Replay for Deep Reinforcement Learning Kaiyan Zhao, Yiming Wang, Yuyang Chen, Yan Li, Leong Hou U, Xiaoguang Niu

AAAI 2025 LEARN: Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application Jian Jia, Yipei Wang, Yan Li, Honggang Chen, Xuehan Bai, Zhaocheng Liu, Jian Liang, Quan Chen, Han Li, Peng Jiang, Kun Gai

ICLR 2025 Learning Vector Fields of Differential Equations on Manifolds with Geometrically Constrained Operator-Valued Kernels Daning Huang, Hanyang He, John Harlim, Yan Li

ICCV 2025 M2EIT: Multi-Domain Mixture of Experts for Robust Neural Inertial Tracking Yan Li, Yang Xu, Changhao Chen, Zhongchen Shi, Wei Chen, Liang Xie, Hongbo Chen, Erwei Yin

ICCV 2025 MUSE: Multi-Subject Unified Synthesis via Explicit Layout Semantic Expansion Fei Peng, Junqiang Wu, Yan Li, Tingting Gao, Di Zhang, Huiyuan Fu

NeurIPS 2025 SCOUT: Teaching Pre-Trained Language Models to Enhance Reasoning via Flow Chain-of-Thought Guanghao Li, Wenhao Jiang, Mingfeng Chen, Yan Li, Hao Yu, Shuting Dong, Tao Ren, Ming Tang, Chun Yuan

NeurIPS 2025 Towards Self-Refinement of Vision-Language Models with Triangular Consistency Yunlong Deng, Guangyi Chen, Tianpei Gu, Lingjing Kong, Yan Li, Zeyu Tang, Kun Zhang

IJCAI 2025 VRD-IU: Lessons from Visually Rich Document Intelligence and Understanding Yihao Ding, Soyeon Caren Han, Yan Li, Josiah Poon

NeurIPS 2025 When Semantics Mislead Vision: Mitigating Large Multimodal Models Hallucinations in Scene Text Spotting and Understanding Yan Shu, Hangui Lin, Yexin Liu, Yan Zhang, Gangyan Zeng, Yan Li, Yu Zhou, Ser-Nam Lim, Harry Yang, Nicu Sebe

ICLR 2024 A Unified and General Framework for Continual Learning Zhenyi Wang, Yan Li, Li Shen, Heng Huang

ECCV 2024 Drag Anything: Motion Control for Anything Using Entity Representation Weijia Wu, Zhuang Li, Yuchao Gu, Rui Zhao, Yefei He, David Junhao Zhang, Mike Zheng Shou, Yan Li, Tingting Gao, Zhang Di

CVPR 2024 Learning Multi-Dimensional Human Preference for Text-to-Image Generation Sixian Zhang, Bohan Wang, Junqiang Wu, Yan Li, Tingting Gao, Di Zhang, Zhongyuan Wang

ECCV 2024 Toward Open Vocabulary Aerial Object Detection with CLIP-Activated Student-Teacher Learning Yan Li, Weiwei Guo, Xue Yang, Ning Liao, Dunyun He, Jiaqi Zhou, Wenxian Yu

ICCV 2023 Cross-Domain Product Representation Learning for Rich-Content E-Commerce Xuehan Bai, Yan Li, Yanhua Cheng, Wenjie Yang, Quan Chen, Han Li

ICCV 2023 Cross-View Semantic Alignment for Livestreaming Product Recognition Wenjie Yang, Yiyi Chen, Yan Li, Yanhua Cheng, Xudong Liu, Quan Chen, Han Li

NeurIPS 2023 Robust Multi-Agent Reinforcement Learning via Adversarial Regularization: Theoretical Foundation and Stable Algorithms Alexander Bukharin, Yan Li, Yue Yu, Qingru Zhang, Zhehui Chen, Simiao Zuo, Chao Zhang, Songan Zhang, Tuo Zhao

AISTATS 2022 Noise Regularizes Over-Parameterized Rank One Matrix Recovery, Provably Tianyi Liu, Yan Li, Enlu Zhou, Tuo Zhao

AAAI 2022 A Hybrid Causal Structure Learning Algorithm for Mixed-Type Data Yan Li, Rui Xia, Chunchen Liu, Liang Sun

ICLR 2022 Frequency-Aware SGD for Efficient Embedding Learning with Provable Benefits Yan Li, Dhruv Choudhary, Xiaohan Wei, Baichuan Yuan, Bhargav Bhushanam, Tuo Zhao, Guanghui Lan

NeurIPS 2022 Generative Time Series Forecasting with Diffusion, Denoise, and Disentanglement Yan Li, Xinjiang Lu, Yaqing Wang, Dejing Dou

AAAI 2022 Neighborhood-Adaptive Structure Augmented Metric Learning Pandeng Li, Yan Li, Hongtao Xie, Lei Zhang

IJCAI 2022 Robust Single Image Dehazing Based on Consistent and Contrast-Assisted Reconstruction De Cheng, Yan Li, Dingwen Zhang, Nannan Wang, Xinbo Gao, Jiande Sun

AISTATS 2021 Noisy Gradient Descent Converges to Flat Minima for Nonconvex Matrix Factorization Tianyi Liu, Yan Li, Song Wei, Enlu Zhou, Tuo Zhao

AAAI 2021 Deep Metric Learning with Self-Supervised Ranking Zheren Fu, Yan Li, Zhendong Mao, Quan Wang, Yongdong Zhang

NeurIPS 2021 Pessimism Meets Invariance: Provably Efficient Offline Mean-Field Multi-Agent RL Minshuo Chen, Yan Li, Ethan Wang, Zhuoran Yang, Zhaoran Wang, Tuo Zhao

AAAI 2021 Query-Memory Re-Aggregation for Weakly-Supervised Video Object Segmentation Fanchao Lin, Hongtao Xie, Yan Li, Yongdong Zhang

AAAI 2021 Web-Based Platform for K-12 AI Education in China Chao Wu, Yan Li, Junxiang Li, Qiongdan Zhang, Fei Wu

IJCAI 2020 Bilinear Graph Neural Network with Neighbor Interactions Hongmin Zhu, Fuli Feng, Xiangnan He, Xiang Wang, Yan Li, Kai Zheng, Yongdong Zhang

ICML 2020 Deep Reinforcement Learning with Robust and Smooth Policy Qianli Shen, Yan Li, Haoming Jiang, Zhaoran Wang, Tuo Zhao

AAAI 2020 Find Objects and Focus on Highlights: Mining Object Semantics for Video Highlight Detection via Graph Neural Networks Yingying Zhang, Junyu Gao, Xiaoshan Yang, Chang Liu, Yan Li, Changsheng Xu

ICLR 2020 Implicit Bias of Gradient Descent Based Adversarial Training on Separable Data Yan Li, Ethan X.Fang, Huan Xu, Tuo Zhao

AAAI 2020 PEIA: Personality and Emotion Integrated Attentive Model for Music Recommendation on Social Media Platforms Tiancheng Shen, Jia Jia, Yan Li, Yihui Ma, Yaohua Bu, Hanjie Wang, Bo Chen, Tat-Seng Chua, Wendy Hall

ICML 2019 Toward Understanding the Importance of Noise in Training Neural Networks Mo Zhou, Tianyi Liu, Yan Li, Dachao Lin, Enlu Zhou, Tuo Zhao

AAAI 2019 Transductive Zero-Shot Learning via Visual Center Adaptation Ziyu Wan, Yan Li, Min Yang, Junge Zhang

NeurIPS 2019 Transductive Zero-Shot Learning with Visual Structure Constraint Ziyu Wan, Dongdong Chen, Yan Li, Xingguang Yan, Junge Zhang, Yizhou Yu, Jing Liao

ECCVW 2018 Channel Pruning for Visual Tracking Manqiang Che, Runling Wang, Yan Lu, Yan Li, Hui Zhi, Changzhen Xiong

AAAI 2018 Deep Semantic Structural Constraints for Zero-Shot Learning Yan Li, Zhen Jia, Junge Zhang, Kaiqi Huang, Tieniu Tan

ICML 2018 Non-Convex Conditional Gradient Sliding Chao Qu, Yan Li, Huan Xu

ECCVW 2018 The Sixth Visual Object Tracking VOT2018 Challenge Results Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Luka Cehovin Zajc, Tomás Vojír, Goutam Bhat, Alan Lukezic, Abdelrahman Eldesokey, Gustavo Fernández, Álvaro García-Martín, Álvaro Iglesias-Arias, A. Aydin Alatan, Abel González-García, Alfredo Petrosino, Alireza Memarmoghadam, Andrea Vedaldi, Andrej Muhic, Anfeng He, Arnold W. M. Smeulders, Asanka G. Perera, Bo Li, Boyu Chen, Changick Kim, Changsheng Xu, Changzhen Xiong, Cheng Tian, Chong Luo, Chong Sun, Cong Hao, Daijin Kim, Deepak Mishra, Deming Chen, Dong Wang, Dongyoon Wee, Efstratios Gavves, Erhan Gundogdu, Erik Velasco-Salido, Fahad Shahbaz Khan, Fan Yang, Fei Zhao, Feng Li, Francesco Battistone, George De Ath, Gorthi R. K. Sai Subrahmanyam, Guilherme Sousa Bastos, Haibin Ling, Hamed Kiani Galoogahi, Hankyeol Lee, Haojie Li, Haojie Zhao, Heng Fan, Honggang Zhang, Horst Possegger, Houqiang Li, Huchuan Lu, Hui Zhi, Huiyun Li, Hyemin Lee, Hyung Jin Chang, Isabela Drummond, Jack Valmadre, Jaime Spencer Martin, Javaan Singh Chahl, Jin Young Choi, Jing Li, Jinqiao Wang, Jinqing Qi, Jinyoung Sung, Joakim Johnander, João F. Henriques, Jongwon Choi, Joost van de Weijer, Jorge Rodríguez Herranz, José M. Martínez, Josef Kittler, Junfei Zhuang, Junyu Gao, Klemen Grm, Lichao Zhang, Lijun Wang, Lingxiao Yang, Litu Rout, Liu Si, Luca Bertinetto, Lutao Chu, Manqiang Che, Mario Edoardo Maresca, Martin Danelljan, Ming-Hsuan Yang, Mohamed H. Abdelpakey, Mohamed Shehata, Myunggu Kang, Namhoon Lee, Ning Wang, Ondrej Miksik, Payman Moallem, Pablo Vicente-Moñivar, Pedro Senna, Peixia Li, Philip H. S. Torr, Priya Mariam Raju, Ruihe Qian, Qiang Wang, Qin Zhou, Qing Guo, Rafael Martin Nieto, Rama Krishna Sai Subrahmanyam Gorthi, Ran Tao, Richard Bowden, Richard M. Everson, Runling Wang, Sangdoo Yun, Seokeon Choi, Sergio Vivas, Shuai Bai, Shuangping Huang, Sihang Wu, Simon Hadfield, Siwen Wang, Stuart Golodetz, Ming Tang, Tianyang Xu, Tianzhu Zhang, Tobias Fischer, Vincenzo Santopietro, Vitomir Struc, Wei Wang, Wangmeng Zuo, Wei Feng, Wei Wu, Wei Zou, Weiming Hu, Wengang Zhou, Wenjun Zeng, Xiaofan Zhang, Xiaohe Wu, Xiao-Jun Wu, Xinmei Tian, Yan Li, Yan Lu, Yee Wei Law, Yi Wu, Yiannis Demiris, Yicai Yang, Yifan Jiao, Yuhong Li, Yunhua Zhang, Yuxuan Sun, Zheng Zhang, Zheng Zhu, Zhenhua Feng, Zhihui Wang, Zhiqun He

AISTATS 2016 A Lasso-Based Sparse Knowledge Gradient Policy for Sequential Optimal Learning Yan Li, Han Liu, Warren B. Powell

ECML-PKDD 2016 Finding Dynamic Co-Evolving Zones in Spatial-Temporal Time Series Data Yun Cheng, Xiucheng Li, Yan Li

ICCVW 2015 A Study on Apparent Age Estimation Yu Zhu, Yan Li, Guowang Mu, Guodong Guo

ICCVW 2015 Exploiting Feature Hierarchies with Convolutional Neural Networks for Cultural Event Recognition Mengyi Liu, Xin Liu, Yan Li, Xilin Chen, Alexander G. Hauptmann, Shiguang Shan

CVPR 2015 Face Video Retrieval with Image Query via Hashing Across Euclidean Space and Riemannian Manifold Yan Li, Ruiping Wang, Zhiwu Huang, Shiguang Shan, Xilin Chen

ICCV 2015 Two Birds, One Stone: Jointly Learning Binary Code for Large-Scale Face Image Retrieval and Attributes Prediction Yan Li, Ruiping Wang, Haomiao Liu, Huajie Jiang, Shiguang Shan, Xilin Chen

CVPR 2009 A Robust Shape Model for Multi-View Car Alignment Yan Li, Leon Gu, Takeo Kanade

CVPR 2005 Object Detection Using 2D Spatial Ordering Constraints Yan Li, Yanghai Tsin, Yakup Genc, Takeo Kanade