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Xiaojun Chang

  1. Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks
    2020/05/24 by Zonghan Wu, Wu, Zonghan, Shirui Pan +9 · 55 citations
    Computer Science · Decision Sciences · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting #Traffic Prediction and Management Techniques
  2. Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks
    2020/08/20 by Zonghan Wu, Shirui Pan, Guodong Long +3 · 44 citations
    Computer Science · Decision Sciences · Engineering · #Stock Market Forecasting Methods #Time Series Analysis and Forecasting #Traffic Prediction and Management Techniques
  3. LongVLM: Efficient Long Video Understanding via Large Language Models
    2024/04/04 by Yuetian Weng, Weng, Yuetian, Mingfei Han +7 · 46 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare #Multimodal Machine Learning Applications
  4. A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions
    2020/06/01 by Pengzhen Ren, Ren, Pengzhen, Yun Xiao +11 · 24 citations
    Computer Science · #Machine Learning and Data Classification #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications
  5. A Comprehensive Survey of Neural Architecture Search
    2021/05/24 by Pengzhen Ren, Yun Xiao, Xiaojun Chang +5 · 22 citations
    Computer Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Machine Learning and Data Classification
  6. ProAgent: Building Proactive Cooperative Agents with Large Language Models
    2023/08/22 by Ceyao Zhang, Zhang, Ceyao, Kaijie Yang +27 · 22 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Topic Modeling
  7. SOON: Scenario Oriented Object Navigation with Graph-based Exploration
    2021/03/31 by Fengda Zhu, Xiwen Liang, Zhu, Fengda +7 · 14 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
  8. Hierarchical Neural Architecture Search for Deep Stereo Matching
    2020/10/26 by Xuelian Cheng, Yiran Zhong, Cheng, Xuelian +13 · 11 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. Vision-Language Navigation with Self-Supervised Auxiliary Reasoning Tasks
    2019/11/18 by Fengda Zhu, Zhu, Fengda, Yi Zhu +5 · 11 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  10. Blockwisely Supervised Neural Architecture Search with Knowledge Distillation
    2019/11/29 by Changlin Li, Jiefeng Peng, Li, Changlin +11 · 6 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning
  11. OpenING: A Comprehensive Benchmark for Judging Open-ended Interleaved Image-Text Generation
    2024/11/27 by Pengfei Zhou, Xiaopeng Peng, Zhou, Pengfei +33 · 11 citations
    Computer Science · Health Professions · #Multimodal Machine Learning Applications #Video Analysis and Summarization #Digital Storytelling and Education
  12. Unified Static and Dynamic Network: Efficient Temporal Filtering for Video Grounding
    2024/03/21 by Jingjing Hu, Dan Guo, Hu, Jingjing +11 · 7 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Analysis and Summarization
  13. Exploring Inter-Channel Correlation for Diversity-preserved KnowledgeDistillation
    2022/02/08 by Li Liu, Liu, Li, Qingle Huang +11 · 4 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  14. Maximum Entropy Heterogeneous-Agent Reinforcement Learning
    2023/06/19 by Jiarong Liu, Liu, Jiarong, Yifan Zhong +11 · 4 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Neural Networks and Applications #Reinforcement Learning in Robotics
  15. FULLER: Unified Multi-modality Multi-task 3D Perception via Multi-level Gradient Calibration
    2023/07/31 by Zhijian Huang, Sihao Lin, Huang, Zhijian +13 · 4 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization #Video Surveillance and Tracking Methods
  16. Label-anticipated Event Disentanglement for Audio-Visual Video Parsing
    2024/07/11 by Jinxing Zhou, Dan Guo, Zhou, Jinxing +9 · 8 citations
    Computer Science · #Music and Audio Processing #Anomaly Detection Techniques and Applications #Speech Recognition and Synthesis
  17. Dual-AI: Dual-path Actor Interaction Learning for Group Activity Recognition
    2022/04/05 by Mingfei Han, Han, Mingfei, David Junhao Zhang +11 · 3 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Human Pose and Action Recognition
  18. Mask Propagation for Efficient Video Semantic Segmentation
    2023/10/29 by Yuetian Weng, Weng, Yuetian, Mingfei Han +11 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Visual Attention and Saliency Detection #Multimodal Machine Learning Applications
  19. UPDeT: Universal Multi-agent Reinforcement Learning via Policy Decoupling with Transformers
    2021/01/20 by Siyi Hu, Hu, Siyi, Fengda Zhu +5 · 3 citations
    Computer Science · #Reinforcement Learning in Robotics #Adversarial Robustness in Machine Learning #Adaptive Dynamic Programming Control
  20. Towards Open-Vocabulary Audio-Visual Event Localization
    2024/11/18 by Jinxing Zhou, Dan Guo, Zhou, Jinxing +13 · 8 citations
    Computer Science · #Video Analysis and Summarization #Music and Audio Processing #Image Retrieval and Classification Techniques
  21. iDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients
    2021/06/21 by Miao Zhang, Zhang, Miao, Steven W. Su +9 · 2 citations
    Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Neural Networks and Applications
  22. Active Learning for Deep Visual Tracking
    2021/10/17 by Di Yuan, Xiaojun Chang, Yuan, Di +9 · 2 citations
    Agricultural and Biological Sciences · Computer Science · Engineering · #Advanced Chemical Sensor Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Food Supply Chain Traceability #Video Surveillance and Tracking Methods
  23. BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search
    2021/03/23 by Changlin Li, Tao Tang, Li, Changlin +11 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  24. Dense Audio-Visual Event Localization under Cross-Modal Consistency and Multi-Temporal Granularity Collaboration
    2024/12/17 by Ziheng Zhou, Jinxing Zhou, Zhou, Ziheng +9 · 5 citations
    Computer Science · #Music and Audio Processing #Music Technology and Sound Studies
  25. MLP Can Be A Good Transformer Learner
    2024/04/08 by Sihao Lin, Pumeng Lyu, Lin, Sihao +11 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Applications
  26. ZSTAD: Zero-Shot Temporal Activity Detection
    2020/03/12 by Lingling Zhang, Xiaojun Chang, Zhang, Lingling +11 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  27. Contrastive Learning with Counterfactual Explanations for Radiology Report Generation
    2024/07/19 by Mingjie Li, Haokun Lin, Li, Mingjie +11 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  28. Vision-Language Navigation with Random Environmental Mixup
    2021/06/15 by Chong Liu, Fengda Zhu, Liu, Chong +9 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  29. Policy Diagnosis via Measuring Role Diversity in Cooperative Multi-agent RL
    2022/06/01 by Siyi Hu, Chuanlong Xie, Hu, Siyi +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
  30. Cross-modal Clinical Graph Transformer for Ophthalmic Report Generation
    2022/06/04 by Mingjie Li, Wenjia Cai, Li, Mingjie +9 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  31. An Efficient Spatio-Temporal Pyramid Transformer for Action Detection
    2022/07/21 by Yuetian Weng, Zizheng Pan, Weng, Yuetian +7 · 1 citation
    Computer Science · #Human Pose and Action Recognition #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications
  32. DNA Family: Boosting Weight-Sharing NAS with Block-Wise Supervisions
    2024/03/02 by Guangrun Wang, Changlin Li, Wang, Guangrun +13 · 2 citations
    Biochemistry, Genetics and Molecular Biology · #Computer Vision and Pattern Recognition (cs.CV) #DNA and Biological Computing #FOS: Computer and information sciences
  33. HC-LLM: Historical-Constrained Large Language Models for Radiology Report Generation
    2024/12/15 by Tengfei Liu, Liu, Tengfei, J. C. Wang +12 · 2 citations
    Computer Science · Medicine · #Topic Modeling #Radiomics and Machine Learning in Medical Imaging #Natural Language Processing Techniques
  34. Efficient Training of Large Vision Models via Advanced Automated Progressive Learning
    2024/09/06 by Changlin Li, Li, Changlin, Jiawei Zhang +11 · 2 citations
    Engineering · #Image Processing Techniques and Applications
  35. Dual Conditional Diffusion Models for Sequential Recommendation
    2024/10/29 by Hongtao Huang, Huang, Hongtao, Chengkai Huang +9 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  36. Predicting Genetic Mutation from Whole Slide Images via Biomedical-Linguistic Knowledge Enhanced Multi-label Classification
    2024/06/05 by Gexin Huang, Huang, Gexin, Chenfei Wu +15 · 1 citation
    Biochemistry, Genetics and Molecular Biology · #Machine Learning in Bioinformatics #Genetics, Bioinformatics, and Biomedical Research #Biomedical Text Mining and Ontologies
  37. Normalized solutions of L2-supercritical Kirchhoff equations in bounded domains
    2024/08/30 by Qun Wang, Wang, Qun, Xiaojun Chang +1 · 1 citation
    Computer Science · Engineering · Mathematics · #35B09 #35B40 #35J60 #47J30 #Advanced Mathematical Modeling in Engineering #Analysis of PDEs (math.AP) #FOS: Mathematics #Nonlinear Partial Differential Equations #Stability and Controllability of Differential Equations
  38. ContextDet: Temporal Action Detection with Adaptive Context Aggregation
    2024/10/20 by Ning Wang, Yun Xiao, Wang, Ning +9 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimedia (cs.MM) #Video Surveillance and Tracking Methods
  39. Mettle: Meta-Token Learning for Memory-Efficient Audio-Visual Adaptation
    2025/06/29 by Jinxing Zhou, Zhihui Li, Zhou, Jinxing +17 · 5 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  40. Neural-Driven Image Editing
    2025/07/07 by Pengfei Zhou, Zhou, Pengfei, Jie Xia +33 · 1 voice · 2 citations
    Computer Science · Neuroscience · #EEG and Brain-Computer Interfaces #Face Recognition and Perception #Multimodal Machine Learning Applications #cs.CV
  41. MDK12-Bench: A Comprehensive Evaluation of Multimodal Large Language Models on Multidisciplinary Exams
    2025/08/09 by Pengfei Zhou, Zhou, Pengfei, Peng, Xiaopeng +37 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Multimodal Machine Learning Applications #Topic Modeling
  42. Normalized solutions for a Sobolev critical quasilinear Schrödinger equation
    2025/06/12 by Yuxin Li, Li, Yuxin, Yang, Meijie +2 · 2 citations
    Mathematics · #Analysis of PDEs (math.AP) #FOS: Mathematics #Geometric Analysis and Curvature Flows #Nonlinear Differential Equations Analysis #Nonlinear Partial Differential Equations