Youfang Lin

1. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting
   2020/04/03 by Chao Song, Youfang Lin, Shengnan Guo +1 · 20 citations
   Computer Science · Engineering · Social Sciences · #Advanced Graph Neural Networks #Human Mobility and Location-Based Analysis #Traffic Prediction and Management Techniques
2. DiffSTG: Probabilistic Spatio-Temporal Graph Forecasting with Denoising Diffusion Models
   2023/01/31 by Haomin Wen, Wen, Haomin, Youfang Lin +10 · 12 citations
   Computer Science · Engineering · #Advanced Graph Neural Networks #Energy Load and Power Forecasting #Traffic Prediction and Management Techniques
3. Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification
   2021/09/04 by Ziyu Jia, Youfang Lin, Jia, Ziyu +13 · 7 citations
   Medicine · Neuroscience · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Obstructive Sleep Apnea Research #Signal Processing (eess.SP) #Sleep and Wakefulness Research #electronic engineering #information engineering
4. SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging
   2021/05/24 by Ziyu Jia, Youfang Lin, Jia, Ziyu +9 · 5 citations
   Neuroscience · Psychology · #EEG and Brain-Computer Interfaces #Sleep and Wakefulness Research #Sleep and Work-Related Fatigue
5. HetEmotionNet: Two-Stream Heterogeneous Graph Recurrent Neural Network for Multi-modal Emotion Recognition
   2021/08/07 by Ziyu Jia, Youfang Lin, Jia, Ziyu +9 · 4 citations
   Computer Science · Neuroscience · Psychology · #Artificial Intelligence (cs.AI) #EEG and Brain-Computer Interfaces #Emotion and Mood Recognition #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Multimedia (cs.MM)
6. Look Beneath the Surface: Exploiting Fundamental Symmetry for Sample-Efficient Offline RL
   2023/06/07 by Peng Cheng, Cheng, Peng, Xianyuan Zhan +13 · 3 citations
   Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Reservoir Computing #Reinforcement Learning in Robotics
7. TrajFM: A Vehicle Trajectory Foundation Model for Region and Task Transferability
   2024/08/09 by Yan Lin, Lin, Yan, Tonglong Wei +13 · 3 citations
   Engineering · #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Simulation and Modeling Applications #Vehicle Dynamics and Control Systems
8. Origin-Destination Travel Time Oracle for Map-based Services
   2023/07/06 by Lin Yan, Lin, Yan, Huaiyu Wan +11 · 2 citations
   Computer Science · Engineering · Social Sciences · #Data Management and Algorithms #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques
9. A Comprehensive Study on Large Language Models for Mutation Testing
   2024/06/14 by Bo Wang, Mingda Chen, Wang, Bo +9 · 2 citations
   Computer Science · #D.2.5 #FOS: Computer and information sciences #Software Engineering (cs.SE) #Topic Modeling
10. PGN: The RNN's New Successor is Effective for Long-Range Time Series Forecasting
    2024/09/26 by Youfang Lin, Jia, Yuxin, Lin, Youfang +8 · 3 citations
    Health Professions · Economics, Econometrics and Finance · #Medical Coding and Health Information #Healthcare Policy and Management
11. Micro-Macro Spatial-Temporal Graph-based Encoder-Decoder for Map-Constrained Trajectory Recovery
    2024/04/29 by Tonglong Wei, Youfang Lin, Wei, Tonglong +9 · 2 citations
    Computer Science · Engineering · #Data Management and Algorithms #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques
12. Pre-Training Time-Aware Location Embeddings from Spatial-Temporal Trajectories
    2022/11/01 by Huaiyu Wan, Yan Lin, Shengnan Guo +1 · 1 citation
13. Next-POI Recommendation via Spatial-Temporal Knowledge Graph Contrastive Learning and Trajectory Prompt
    2025/06/01 by Wei Chen, Haoyu Huang, Zhiyu Zhang +4 · 1 citation
14. DiffLight: A Partial Rewards Conditioned Diffusion Model for Traffic Signal Control with Missing Data
    2024/10/30 by Hanyang Chen, Chen, Hanyang, Yang Jiang +9 · 1 citation
    Engineering · #Traffic control and management
15. Mut4All: Fuzzing Compilers via LLM-Synthesized Mutators Learned from Bug Reports
    2025/07/25 by Bo Wang, Pengyang Wang, Wang, Bo +19 · 1 citation
    Computer Science · #Software Testing and Debugging Techniques #Software Engineering Research #Logic, programming, and type systems
16. FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning
    2026/07/29 by Zhaoyang Ma, Zhihao Wu, Xin Gao +3
    Computer Science · #cs.LG #cs.AI