Lin, Youfang

43 publications

IJCAI 2025 Balancing Imbalance: Data-Scarce Urban Flow Prediction via Spatio-Temporal Balanced Transfer Learning Xinyan Hao, Huaiyu Wan, Shengnan Guo, Youfang Lin

AAAI 2025 CoDe: Communication Delay-Tolerant Multi-Agent Collaboration via Dual Alignment of Intent and Timeliness Shoucheng Song, Youfang Lin, Sheng Han, Chang Yao, Hao Wu, Shuo Wang, Kai Lv

AAAI 2025 CognTKE: A Cognitive Temporal Knowledge Extrapolation Framework Wei Chen, Yuting Wu, Shuhan Wu, Zhiyu Zhang, Mengqi Liao, Youfang Lin, Huaiyu Wan

AAAI 2025 DutyTTE: Deciphering Uncertainty in Origin-Destination Travel Time Estimation Xiaowei Mao, Yan Lin, Shengnan Guo, Yubin Chen, Xingyu Xian, Haomin Wen, Qisen Xu, Youfang Lin, Huaiyu Wan

ICCV 2025 Epipolar Consistent Attention Aggregation Network for Unsupervised Light Field Disparity Estimation Chen Gao, Shuo Zhang, Youfang Lin

ICCV 2025 Exploring View Consistency for Scene-Adaptive Low-Light Light Field Image Enhancement Shuo Zhang, Chen Gao, Youfang Lin

IJCAI 2025 From General Relation Patterns to Task-Specific Decision-Making in Continual Multi-Agent Coordination Chang Yao, Youfang Lin, Shoucheng Song, Hao Wu, Yuqing Ma, Sheng Han, Kai Lv

NeurIPS 2025 From Indicators to Insights: Diversity-Optimized for Medical Series-Text Decoding via LLMs Xiyuan Jin, Jing Wang, Ziwei Lin, Qianru Jia, Yuqing Huang, Xiaojun Ning, Zhonghua Shi, Youfang Lin

AAAI 2025 Infer the Whole from a Glimpse of a Part: Keypoint-Based Knowledge Graph for Vehicle Re-Identification Kai Lv, Yunlong Li, Zhuo Chen, Shuo Wang, Sheng Han, Youfang Lin

ICML 2025 Optimal Information Retention for Time-Series Explanations Jinghang Yue, Jing Wang, Lu Zhang, Shuo Zhang, Da Li, Zhaoyang Ma, Youfang Lin

NeurIPS 2025 PLMTrajRec: A Scalable and Generalizable Trajectory Recovery Method with Pre-Trained Language Models Tonglong Wei, Yan Lin, Youfang Lin, Shengnan Guo, Jilin Hu, Haitao Yuan, Gao Cong, Huaiyu Wan

ICLRW 2025 Pushing the Limit of Sample-Efficient Offline Reinforcement Learning Peng Cheng, Zhihao Wu, Jianxiong Li, Ziteng He, Haoran Xu, Wei Sun, Youfang Lin, Xianyuan Zhan

NeurIPS 2025 REFED: A Subject Real-Time Dynamic Labeled EEG-fNIRS Synchronized Recorded Emotion Dataset Xiaojun Ning, Jing Wang, Zhiyang Feng, Tianzuo Xin, Shuo Zhang, Shaoqi Zhang, Zheng Lian, Yi Ding, Youfang Lin, Ziyu Jia

AAAI 2025 STD-PLM: Understanding Both Spatial and Temporal Properties of Spatial-Temporal Data with PLM Yiheng Huang, Xiaowei Mao, Shengnan Guo, Yubin Chen, Junfeng Shen, Tiankuo Li, Youfang Lin, Huaiyu Wan

IJCAI 2025 TrajCogn: Leveraging LLMs for Cognizing Movement Patterns and Travel Purposes from Trajectories Zeyu Zhou, Yan Lin, Haomin Wen, Shengnan Guo, Jilin Hu, Youfang Lin, Huaiyu Wan

NeurIPS 2025 TrajMamba: An Efficient and Semantic-Rich Vehicle Trajectory Pre-Training Model Yichen Liu, Yan Lin, Shengnan Guo, Zeyu Zhou, Youfang Lin, Huaiyu Wan

NeurIPS 2025 TransferTraj: A Vehicle Trajectory Learning Model for Region and Task Transferability Tonglong Wei, Yan Lin, Zeyu Zhou, Haomin Wen, Jilin Hu, Shengnan Guo, Youfang Lin, Gao Cong, Huaiyu Wan

NeurIPS 2024 DiffLight: A Partial Rewards Conditioned Diffusion Model for Traffic Signal Control with Missing Data Hanyang Chen, Yang Jiang, Shengnan Guo, Xiaowei Mao, Youfang Lin, Huaiyu Wan

AAAI 2024 Enhancing Off-Policy Constrained Reinforcement Learning Through Adaptive Ensemble C Estimation Hengrui Zhang, Youfang Lin, Shuo Shen, Sheng Han, Kai Lv

IJCAI 2024 How to Learn Domain-Invariant Representations for Visual Reinforcement Learning: An Information-Theoretical Perspective Shuo Wang, Zhihao Wu, Jinwen Wang, Xiaobo Hu, Youfang Lin, Kai Lv

NeurIPS 2024 Mobility-LLM: Learning Visiting Intentions and Travel Preference from Human Mobility Data with Large Language Models Letian Gong, Yan Lin, Xinyue Zhang, Yiwen Lu, Xuedi Han, Yichen Liu, Shengnan Guo, Youfang Lin, Huaiyu Wan

NeurIPS 2024 PGN: The RNN's New Successor Is Effective for Long-Range Time Series Forecasting Yuxin Jia, Youfang Lin, Jing Yu, Shuo Wang, Tianhao Liu, Huaiyu Wan

AAAI 2024 What Effects the Generalization in Visual Reinforcement Learning: Policy Consistency with Truncated Return Prediction Shuo Wang, Zhihao Wu, Xiaobo Hu, Jinwen Wang, Youfang Lin, Kai Lv

AAAI 2023 Contrastive Pre-Training with Adversarial Perturbations for Check-in Sequence Representation Learning Letian Gong, Youfang Lin, Shengnan Guo, Yan Lin, Tianyi Wang, Erwen Zheng, Zeyu Zhou, Huaiyu Wan

AAAI 2023 GMDNet: A Graph-Based Mixture Density Network for Estimating Packages' Multimodal Travel Time Distribution Xiaowei Mao, Huaiyu Wan, Haomin Wen, Fan Wu, Jianbin Zheng, Yuting Qiang, Shengnan Guo, Lixia Wu, Haoyuan Hu, Youfang Lin

CVPRW 2023 LFNAT 2023 Challenge on Light Field Depth Estimation: Methods and Results Hao Sheng, Yebin Liu, Jingyi Yu, Gaochang Wu, Wei Xiong, Ruixuan Cong, Rongshan Chen, Longzhao Guo, Yanlin Xie, Shuo Zhang, Song Chang, Youfang Lin, Wentao Chao, Xuechun Wang, Guanghui Wang, Fuqing Duan, Tun Wang, Da Yang, Zhenglong Cui, Sizhe Wang, Mingyuan Zhao, Qiong Wang, Qianyu Chen, Zhengyu Liang, Yingqian Wang, Jungang Yang, Xueting Yang, Junli Deng

NeurIPS 2023 Look Beneath the Surface: Exploiting Fundamental Symmetry for Sample-Efficient Offline RL Peng Cheng, Xianyuan Zhan, Zhihao Wu, Wenjia Zhang, Youfang Lin, Shou cheng Song, Han Wang, Li Jiang

ICMLW 2023 Look Beneath the Surface: Exploiting Fundamental Symmetry for Sample-Efficient Offline RL Peng Cheng, Xianyuan Zhan, Zhihao Wu, Wenjia Zhang, Youfang Lin, Shou cheng Song, Han Wang

CVPRW 2023 NTIRE 2023 Challenge on Light Field Image Super-Resolution: Dataset, Methods and Results Yingqian Wang, Longguang Wang, Zhengyu Liang, Jungang Yang, Radu Timofte, Yulan Guo, Kai Jin, Zeqiang Wei, Angulia Yang, Sha Guo, Mingzhi Gao, Xiuzhuang Zhou, Vinh Van Duong, Thuc Nguyen Huu, Jonghoon Yim, Byeungwoo Jeon, Yutong Liu, Zhen Cheng, Zeyu Xiao, Ruikang Xu, Zhiwei Xiong, Gaosheng Liu, Manchang Jin, Huanjing Yue, Jingyu Yang, Chen Gao, Shuo Zhang, Song Chang, Youfang Lin, Wentao Chao, Xuechun Wang, Guanghui Wang, Fuqing Duan, Wang Xia, Yan Wang, Peiqi Xia, Shunzhou Wang, Yao Lu, Ruixuan Cong, Hao Sheng, Da Yang, Rongshan Chen, Sizhe Wang, Zhenglong Cui, Yilei Chen, Yongjie Lu, Dongjun Cai, Ping An, Ahmed Salem, Hatem Ibrahem, Bilel Yagoub, Hyun Soo Kang, Zekai Zeng, Heng Wu

CVPRW 2023 Spatial-Angular Multi-Scale Mechanism for Light Field Spatial Super-Resolution Chen Gao, Youfang Lin, Song Chang, Shuo Zhang

NeurIPS 2023 WITRAN: Water-Wave Information Transmission and Recurrent Acceleration Network for Long-Range Time Series Forecasting Yuxin Jia, Youfang Lin, Xinyan Hao, Yan Lin, Shengnan Guo, Huaiyu Wan

AAAI 2021 Attention-Based Multi-Level Fusion Network for Light Field Depth Estimation Jiaxin Chen, Shuo Zhang, Youfang Lin

AAAI 2021 GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting Beibei Wang, Youfang Lin, Shengnan Guo, Huaiyu Wan

AAAI 2021 Pre-Training Context and Time Aware Location Embeddings from Spatial-Temporal Trajectories for User Next Location Prediction Yan Lin, Huaiyu Wan, Shengnan Guo, Youfang Lin

IJCAI 2021 Removing Foreground Occlusions in Light Field Using Micro-Lens Dynamic Filter Shuo Zhang, Zeqi Shen, Youfang Lin

IJCAI 2021 SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging Ziyu Jia, Youfang Lin, Jing Wang, Xuehui Wang, Peiyi Xie, Yingbin Zhang

IJCAI 2020 GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification Ziyu Jia, Youfang Lin, Jing Wang, Ronghao Zhou, Xiaojun Ning, Yuanlai He, Yaoshuai Zhao

ECML-PKDD 2020 MMCNN: A Multi-Branch Multi-Scale Convolutional Neural Network for Motor Imagery Classification Ziyu Jia, Youfang Lin, Jing Wang, Kaixin Yang, Tianhang Liu, Xinwang Zhang

AAAI 2020 Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting Chao Song, Youfang Lin, Shengnan Guo, Huaiyu Wan

AAAI 2019 Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting Shengnan Guo, Youfang Lin, Ning Feng, Chao Song, Huaiyu Wan

ACML 2019 Improving Relation Classification by Entity Pair Graph Yi Zhao, Huaiyu Wan, Jianwei Gao, Youfang Lin

ECML-PKDD 2011 A Community-Based Pseudolikelihood Approach for Relationship Labeling in Social Networks Huaiyu Wan, Youfang Lin, Zhihao Wu, Houkuan Huang

AAAI 2008 Visualization of Large-Scale Weighted Clustered Graph: A Genetic Approach Jiayu Zhou, Youfang Lin, Xi Wang