Yongjun Xu

1. Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis
   2023/10/09 by Zezhi Shao, Shao, Zezhi, Fei Wang +22 · 34 citations
   Computer Science · Decision Sciences · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Time Series Analysis and Forecasting #Traffic Prediction and Management Techniques
2. Spatial-Temporal Identity: A Simple yet Effective Baseline for Multivariate Time Series Forecasting
   2022/08/10 by Zezhi Shao, Zhao Zhang, Shao, Zezhi +7 · 26 citations
   Computer Science · #Time Series Analysis and Forecasting #Neural Networks and Applications #Advanced Text Analysis Techniques
3. Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting
   2022/06/18 by Zezhi Shao, Shao, Zezhi, Zhao Zhang +11 · 19 citations
   Engineering · Neuroscience · Environmental Science · #Traffic Prediction and Management Techniques #Brain Tumor Detection and Classification #Air Quality Monitoring and Forecasting
4. Cross-Image Relational Knowledge Distillation for Semantic Segmentation
   2022/04/14 by Chuanguang Yang, Helong Zhou, Yang, Chuanguang +9 · 16 citations
   Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
5. DSformer: A Double Sampling Transformer for Multivariate Time Series Long-term Prediction
   2023/08/07 by Chengqing Yu, Yu, Chengqing, Fei Wang +9 · 17 citations
   Computer Science · Decision Sciences · Engineering · #Energy Load and Power Forecasting #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
6. M-RAG: Reinforcing Large Language Model Performance through Retrieval-Augmented Generation with Multiple Partitions
   2024/05/26 by Zheng Wang, Shu Xian Teo, Wang, Zheng +7 · 14 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
7. Online Knowledge Distillation via Mutual Contrastive Learning for Visual Recognition
   2022/07/23 by Chuanguang Yang, Zhulin An, Yang, Chuanguang +8 · 8 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Machine Learning and ELM
8. Mutual Contrastive Learning for Visual Representation Learning
   2021/04/26 by Chuanguang Yang, Zhulin An, Yang, Chuanguang +5 · 6 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
9. MixSKD: Self-Knowledge Distillation from Mixup for Image Recognition
   2022/08/11 by Chuanguang Yang, Yang, Chuanguang, Zhulin An +13 · 5 citations
   Computer Science · Engineering · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Processing Techniques and Applications
10. Time-Varying Channel Prediction for RIS-Assisted MU-MISO Networks via Deep Learning
    2021/11/09 by Wangyang Xu, Xu, Wangyang, Jiancheng An +9 · 3 citations
    Engineering · #Advanced Wireless Communication Technologies #Antenna Design and Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
11. Categories of Response-Based, Feature-Based, and Relation-Based Knowledge Distillation
    2023/06/19 by Chuanguang Yang, Yang, Chuanguang, Xinqiang Yu +5 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Data Classification
12. MPQ-DM: Mixed Precision Quantization for Extremely Low Bit Diffusion Models
    2024/12/16 by Wei Feng, Feng, Weilun, Haotong Qin +17 · 7 citations
    Computer Science · Medicine · #Image and Signal Denoising Methods #Advanced Data Compression Techniques #Advanced MRI Techniques and Applications
13. Knowledge Distillation Using Hierarchical Self-Supervision Augmented Distribution
    2021/09/07 by Chuanguang Yang, Yang, Chuanguang, Zhulin An +6 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
14. Scalar weak gravity bound from full unitarity
    2025/02/14 by Anna Tokareva, Yongjun Xu, Tokareva, Anna +1 · 4 citations
    Physics and Astronomy · #Black Holes and Theoretical Physics #Cosmology and Gravitation Theories #FOS: Physical sciences #High Energy Physics - Theory (hep-th) #Noncommutative and Quantum Gravity Theories
15. AdapTraj: A Multi-Source Domain Generalization Framework for Multi-Agent Trajectory Prediction
    2023/12/22 by Tangwen Qian, Yile Chen, Qian, Tangwen +7 · 2 citations
    Computer Science · Medicine · Social Sciences · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis
16. Self-Improvement Programming for Temporal Knowledge Graph Question Answering
    2024/04/02 by Zhuo Chen, Chen, Zhuo, Zhao Zhang +11 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Topic Modeling
17. Multi-Teacher Knowledge Distillation with Reinforcement Learning for Visual Recognition
    2025/02/22 by Chuanguang Yang, Xinqiang Yu, Yang, Chuanguang +11 · 5 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Neural Networks and Reservoir Computing
18. HUTFormer: Hierarchical U-Net Transformer for Long-Term Traffic Forecasting
    2023/07/27 by Zezhi Shao, Shao, Zezhi, Fei Wang +12 · 2 citations
    Engineering · Social Sciences · #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques #Transportation Planning and Optimization
19. Merlin: Multi-View Representation Learning for Robust Multivariate Time Series Forecasting with Unfixed Missing Rates
    2025/06/14 by Chengqing Yu, Fei Wang, Yu, Chengqing +15 · 7 citations
    Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Forecasting Techniques and Applications #Stock Market Forecasting Methods
20. Gain without Pain: Recycling Reflected Energy from Wireless Powered RIS-aided Communications
    2022/09/27 by Hao Xie, Bowen Gu, Xie, Hao +7 · 1 citation
    Engineering · #Advanced Wireless Communication Technologies #Antenna Design and Analysis #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
21. Q-VDiT: Towards Accurate Quantization and Distillation of Video-Generation Diffusion Transformers
    2025/05/28 by Weilun Feng, Chuanguang Yang, Feng, Weilun +19 · 6 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Enhancement Techniques #Video Coding and Compression Technologies
22. ID-centric Pre-training for Recommendation
    2024/05/06 by Yiqing Wu, Wu, Yiqing, Ruobing Xie +13 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
23. Continual Learning in the Frequency Domain
    2024/10/09 by Ruiqi Liu, Boyu Diao, Liu, Ruiqi +9 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Seismology and Earthquake Studies
24. Context-Enhanced Multi-View Trajectory Representation Learning: Bridging the Gap through Self-Supervised Models
    2024/10/17 by Tangwen Qian, Qian, Tangwen, Jiaqi Li +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Video Surveillance and Tracking Methods
25. Multi-party Collaborative Attention Control for Image Customization
    2025/04/02 by Han Yang, Chuanguang Yang, Yang, Han +11 · 2 citations
    Computer Science · Psychology · #Color perception and design #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Visual Attention and Saliency Detection
26. GTDE: Grouped Training with Decentralized Execution for Multi-agent Actor-Critic
    2024/12/12 by Man Li, Qi Wang, Li, Mengxian +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA)