Chang, Xiaojun
- Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks
2020/05/24 by Zonghan Wu, Wu, Zonghan, Shirui Pan +9 · 56 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
- A Survey of Deep Active Learning
2020/08/30 by Ren, Pengzhen, Xiao, Yun, Chang, Xiaojun +5 · 39 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- LongVLM: Efficient Long Video Understanding via Large Language Models
2024/04/04 by Yuetian Weng, Weng, Yuetian, Mingfei Han +7 · 47 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
- A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions
2020/06/01 by Pengzhen Ren, Yun Xiao, Ren, Pengzhen +11 · 25 citations
Computer Science · #Machine Learning and Data Classification #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications
- NavCoT: Boosting LLM-Based Vision-and-Language Navigation via Learning Disentangled Reasoning
2024/03/12 by Bingqian Lin, Yunshuang Nie, Lin, Bingqian +15 · 27 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Robotics (cs.RO) #Topic Modeling
- ProAgent: Building Proactive Cooperative Agents with Large Language Models
2023/08/22 by Ceyao Zhang, Kaijie Yang, Zhang, Ceyao +27 · 23 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Topic Modeling
- 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
- Hierarchical Neural Architecture Search for Deep Stereo Matching
2020/10/26 by Xuelian Cheng, Cheng, Xuelian, Yiran Zhong +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
- 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
- Shot2Story: A New Benchmark for Comprehensive Understanding of Multi-shot Videos
2023/12/16 by Han, Mingfei, Yang, Linjie, Chang, Xiaojun +2 · 12 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Normalized solutions of L2-supercritical NLS equations on compact metric graphs
2022/04/03 by Chang, Xiaojun, Jeanjean, Louis, Soave, Nicola · 7 citations
#Analysis of PDEs (math.AP) #FOS: Mathematics
- Voice-Face Homogeneity Tells Deepfake
2022/03/04 by Cheng, Harry, Guo, Yangyang, Wang, Tianyi +3 · 6 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM)
- Unified Static and Dynamic Network: Efficient Temporal Filtering for Video Grounding
2024/03/21 by Jingjing Hu, Dan Guo, Hu, Jingjing +11 · 9 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
- ViewCo: Discovering Text-Supervised Segmentation Masks via Multi-View Semantic Consistency
2023/01/31 by Ren, Pengzhen, Li, Changlin, Xu, Hang +5 · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Bounded Palais-Smale sequences with Morse type information for some constrained functionals
2022/10/23 by Borthwick, Jack, Chang, Xiaojun, Jeanjean, Louis +1 · 6 citations
#35J60 #47J30 #Analysis of PDEs (math.AP) #FOS: Mathematics
- 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
- Knowledge Distillation via the Target-aware Transformer
2022/05/22 by Lin, Sihao, Xie, Hongwei, Wang, Bing +4 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Dynamic Slimmable Network
2021/03/24 by Li, Changlin, Wang, Guangrun, Wang, Bing +3 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- MARLlib: A Scalable and Efficient Multi-agent Reinforcement Learning Library
2022/10/11 by Hu, Siyi, Zhong, Yifan, Gao, Minquan +6 · 5 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
- 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
- Exploring Inter-Channel Correlation for Diversity-preserved KnowledgeDistillation
2022/02/08 by Li Liu, Qingle Huang, Liu, Li +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
- StoryAgent: Customized Storytelling Video Generation via Multi-Agent Collaboration
2024/11/07 by Hu, Panwen, Jiang, Jin, Chen, Jianqi +4 · 9 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
- Mask Propagation for Efficient Video Semantic Segmentation
2023/10/29 by Yuetian Weng, Mingfei Han, Weng, Yuetian +11 · 5 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Visual Attention and Saliency Detection #Multimodal Machine Learning Applications
- UPDeT: Universal Multi-agent Reinforcement Learning via Policy Decoupling with Transformers
2021/01/20 by Siyi Hu, Hu, Siyi, Fengda Zhu +5 · 4 citations
Computer Science · #Reinforcement Learning in Robotics #Adversarial Robustness in Machine Learning #Adaptive Dynamic Programming Control
- Maximum Entropy Heterogeneous-Agent Reinforcement Learning
2023/06/19 by Jiarong Liu, Yifan Zhong, Liu, Jiarong +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
- FULLER: Unified Multi-modality Multi-task 3D Perception via Multi-level Gradient Calibration
2023/07/31 by Zhijian Huang, Huang, Zhijian, Sihao Lin +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
- 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
- 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
- Automated Progressive Learning for Efficient Training of Vision Transformers
2022/03/28 by Li, Changlin, Zhuang, Bohan, Wang, Guangrun +3 · 3 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Ground-R1: Incentivizing Grounded Visual Reasoning via Reinforcement Learning
2025/05/26 by Cao, Meng, Zhao, Haoze, Zhang, Can +3 · 11 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Multi-Head Attention with Diversity for Learning Grounded Multilingual Multimodal Representations
2019/09/30 by Huang, Po-Yao, Chang, Xiaojun, Hauptmann, Alexander · 2 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- 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
- Auxiliary Signal-Guided Knowledge Encoder-Decoder for Medical Report Generation
2020/06/06 by Li, Mingjie, Wang, Fuyu, Chang, Xiaojun +1 · 2 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- iDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients
2021/06/21 by Miao Zhang, Steven W. Su, Zhang, Miao +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
- Unsupervised Person Re-Identification: A Systematic Survey of Challenges and Solutions
2021/09/01 by Lin, Xiangtan, Ren, Pengzhen, Yeh, Chung-Hsing +3 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Active Learning for Deep Visual Tracking
2021/10/17 by Di Yuan, Yuan, Di, Xiaojun Chang +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
- RoomTour3D: Geometry-Aware Video-Instruction Tuning for Embodied Navigation
2024/12/11 by Han, Mingfei, Ma, Liang, Zhumakhanova, Kamila +5 · 5 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
- RealignDiff: Boosting Text-to-Image Diffusion Model with Coarse-to-fine Semantic Re-alignment
2023/05/31 by Jiang, Zutao, Fang, Guian, Han, Jianhua +5 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Act Like a Radiologist: Radiology Report Generation across Anatomical Regions
2023/05/26 by Chen, Qi, Xie, Yutong, Wu, Biao +5 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- 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)
- 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
- Sitcom-Crafter: A Plot-Driven Human Motion Generation System in 3D Scenes
2024/10/14 by Chen, Jianqi, Hu, Panwen, Chang, Xiaojun +3 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- MLP Can Be A Good Transformer Learner
2024/04/08 by Sihao Lin, Lin, Sihao, Pumeng Lyu +11 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Applications
- ZSTAD: Zero-Shot Temporal Activity Detection
2020/03/12 by Lingling Zhang, Zhang, Lingling, Xiaojun Chang +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
- Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting
2020/05/06 by Huang, Po-Yao, Hu, Junjie, Chang, Xiaojun +1 · 1 citation
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Contrastive Learning with Counterfactual Explanations for Radiology Report Generation
2024/07/19 by Mingjie Li, Li, Mingjie, Haokun Lin +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
- 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
- Dynamic Slimmable Denoising Network
2021/10/17 by Jiang, Zutao, Li, Changlin, Chang, Xiaojun +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Teaching with Uncertainty: Unleashing the Potential of Knowledge Distillation in Object Detection
2024/06/11 by Yi, Junfei, Mao, Jianxu, Liu, Tengfei +5 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- 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
- 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
- Ground states for logarithmic Schrödinger equations on locally finite graphs
2022/11/30 by Chang, Xiaojun, Wang, Ru, Yan, Duokui · 1 citation
#35A15 #35Q55 #35R02 #39A12 #Analysis of PDEs (math.AP) #FOS: Mathematics
- 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
- 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
- Vision-Dialog Navigation by Exploring Cross-modal Memory
2020/03/15 by Zhu, Yi, Zhu, Fengda, Zhan, Zhaohuan +4 · 1 citation
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Towards Medical Artificial General Intelligence via Knowledge-Enhanced Multimodal Pretraining
2023/04/26 by Lin, Bingqian, Chen, Zicong, Li, Mingjie +13 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- HC-LLM: Historical-Constrained Large Language Models for Radiology Report Generation
2024/12/15 by Tengfei Liu, J. C. Wang, Liu, Tengfei +12 · 2 citations
Computer Science · Medicine · #Topic Modeling #Radiomics and Machine Learning in Medical Imaging #Natural Language Processing Techniques
- Efficient Training of Large Vision Models via Advanced Automated Progressive Learning
2024/09/06 by Changlin Li, Jiawei Zhang, Li, Changlin +11 · 2 citations
Engineering · #Image Processing Techniques and Applications
- Disentangled Representation Learning with Transmitted Information Bottleneck
2023/11/03 by Dang, Zhuohang, Luo, Minnan, Jia, Chengyou +4 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Dual Conditional Diffusion Models for Sequential Recommendation
2024/10/29 by Hongtao Huang, Chengkai Huang, Huang, Hongtao +9 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
- SWAP-NAS: Sample-Wise Activation Patterns for Ultra-fast NAS
2024/03/07 by Peng, Yameng, Song, Andy, Fayek, Haytham M. +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- Predicting Genetic Mutation from Whole Slide Images via Biomedical-Linguistic Knowledge Enhanced Multi-label Classification
2024/06/05 by Gexin Huang, Chenfei Wu, Huang, Gexin +15 · 1 citation
Biochemistry, Genetics and Molecular Biology · #Machine Learning in Bioinformatics #Genetics, Bioinformatics, and Biomedical Research #Biomedical Text Mining and Ontologies
- Positive normalized solutions of Schrödinger equations with Sobolev critical growth in bounded domains
2025/05/12 by Chang, Xiaojun, Liu, Manting, Yan, Duokui · 2 citations
#35B33 #35J20 #35J60 #35Q55 #Analysis of PDEs (math.AP) #FOS: Mathematics
- 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
- ContextDet: Temporal Action Detection with Adaptive Context Aggregation
2024/10/20 by Ning Wang, Wang, Ning, Yun Xiao +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
- Mettle: Meta-Token Learning for Memory-Efficient Audio-Visual Adaptation
2025/06/29 by Jinxing Zhou, Zhou, Jinxing, Zhihui Li +17 · 5 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
- 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
- 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
- Beyond Survival: Evaluating LLMs in Social Deduction Games with Human-Aligned Strategies
2025/10/13 by Zirui Song, Yuan Huang, Song, Zirui +16 · 1 citation
Computer Science · #Artificial Intelligence in Games #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- Normalized solutions for a Sobolev critical quasilinear Schrödinger equation
2025/06/12 by Yuxin Li, Li, Yuxin, Xiaojun Chang +2 · 2 citations
Mathematics · #Analysis of PDEs (math.AP) #FOS: Mathematics #Geometric Analysis and Curvature Flows #Nonlinear Differential Equations Analysis #Nonlinear Partial Differential Equations