Changsheng Xu

807 papers A* 171A 55B 28C 4Misc 2Journal 410Unranked 125
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Comprehensive Survey on Evidential Deep Learning and its Applications.
IEEE Trans. Pattern Anal. Mach. Intell.
Junyu Gao, Mengyuan Chen, Liangyu Xiang, Changsheng Xu
2026 J jnl
A Step Toward Federated Pretraining of Multimodal Large Language Models.
CoRR
Baochen Xiong, Yifan Xu, Xiaoshan Yang, Yaguang Song, Yaowei Wang, Changsheng Xu
2026 J jnl
A Unified Framework for Backdoor Trigger Segmentation.
IEEE Trans. Image Process.
Dizhan Xue, Shengsheng Qian, Changsheng Xu
2026 J jnl
Class-Specific Knowledge-Guided Multimodal Prompt Tuning for Few-Shot Class-Incremental Learning.
IEEE Trans. Circuits Syst. Video Technol.
Fangying Xiong, Zhaoquan Yuan, Xiao Wu, Changsheng Xu
2026 J jnl
Code-Driven LLM Agent for One-Shot Explanatory Visual Question Answering.
ACM Trans. Multim. Comput. Commun. Appl.
Zuyi Zhou, Dizhan Xue, Baoyuan Qi, Shengsheng Qian, Changsheng Xu
2026 J jnl
Complementary Text-Guided Attention for Zero-Shot Adversarial Robustness.
CoRR
Lu Yu, Haiyang Zhang, Changsheng Xu
2026 A* conf
Duplex Rewards Optimization for Test-Time Composed Image Retrieval.
AAAI
Haoliang Zhou, Feifei Zhang, Changsheng Xu
2026 J jnl
GAROD: Delve into Gradient-Based Attribution Reliability for Out-of-Distribution Detection.
ACM Trans. Multim. Comput. Commun. Appl.
Guanhua Zheng, Jitao Sang, Changsheng Xu
2026 A* conf
I2CD: An Invertible Causal Framework for Compositional Zero-Shot Learning via Disentangle-Compose-Disentangle.
AAAI
Zhaoquan Yuan, Zining Wang, Yuankang Pan, Ao Luo, Wei Li, Xiao Wu, Changsheng Xu
2026 J jnl
Invisible Backdoor Attack With Siamese Tuning on Pre-Trained Vision-Language Models.
IEEE Trans. Multim.
Bing Wang, Shengsheng Qian, Changsheng Xu
2026 J jnl
Metapath-Enhanced Language Model Pretraining on Text-Attributed Heterogeneous Graphs.
ACM Trans. Multim. Comput. Commun. Appl.
Shangheng Chen, Quan Fang, Shengsheng Qian, Changsheng Xu
2026 A* conf
Multi-modal Bipartite Graph Structure Learning with Information Bottleneck for Micro-video Recommendation.
WWW
Ying He, Desheng Cai, Shengsheng Qian, Quan Fang, Yinwei Wei, Changsheng Xu
2026 J jnl
Progressive Learning of Instance-Level Proxy Semantics for Few-Shot Action Recognition.
IEEE Trans. Multim.
Fang Peng, Xiaoshan Yang, Yaowei Wang, Changsheng Xu
2026 J jnl
Short-Video Propagation Influence Rating: A New Real-World Dataset and a New Large Graph Model.
IEEE Trans. Knowl. Data Eng.
Dizhan Xue, Shengsheng Qian, Chuanrui Hu, Changsheng Xu
2026 A* conf
SoMe: A Realistic Benchmark for LLM-based Social Media Agents.
AAAI
Dizhan Xue, Jing Cui, Shengsheng Qian, Chuanrui Hu, Changsheng Xu
2026 J jnl
THMM-CLIP: Task-Guided Hierarchical Multi-Modal Alignment for Rehearsal-Free Class Incremental Learning.
ACM Trans. Multim. Comput. Commun. Appl.
Yuankang Pan, Zhaoquan Yuan, Xiao Wu, Zechao Li, Changsheng Xu
2026 J jnl
Toward Visual Grounding: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell.
Linhui Xiao, Xiaoshan Yang, Xiangyuan Lan, Yaowei Wang, Changsheng Xu
2026 J jnl
Towards Domain-Generalized Open-Vocabulary Object Detection: A Progressive Domain-invariant Cross-modal Alignment Method.
CoRR
Xiaoran Xu, Xiaoshan Yang, Jiangang Yang, Yifan Xu, Jian Liu, Changsheng Xu
2025 J jnl
A Comprehensive Review of Few-Shot Action Recognition.
Int. J. Comput. Vis.
Yuyang Wanyan, Xiaoshan Yang, Weiming Dong, Changsheng Xu
2025 A* conf
A Large-Scale Dataset for Short-Video Topic Peak Prediction and a Large Heterogeneous Graph Model.
ACM Multimedia
Shangheng Chen, Shengsheng Qian, Quan Fang, Jun Hu, Changsheng Xu
2025 J jnl
A Survey on Cross-Modal Interaction Between Music and Multimodal Data.
CoRR
Sifei Li, Mining Tan, Feier Shen, Minyan Luo, Zijiao Yin, Fan Tang, Weiming Dong, Changsheng Xu
2025 J jnl
Active Cross-Modal Domain Adaptation.
IEEE Trans. Multim.
Xuan Yao, Xiao Peng, Junyu Gao, Zhaoquan Yuan, Xiao Wu, Changsheng Xu
2025 J jnl
Active Supervised Cross-Modal Retrieval.
IEEE Trans. Pattern Anal. Mach. Intell.
Huaiwen Zhang, Yang Yang, Fan Qi, Shengsheng Qian, Changsheng Xu
2025 J jnl
Bi-Modality Individual-Aware Prompt Tuning for Visual-Language Model.
IEEE Trans. Pattern Anal. Mach. Intell.
Hantao Yao, Rui Zhang, Huaihai Lyu, Yongdong Zhang, Changsheng Xu
2025 J jnl
Bringing Characters to New Stories: Training-Free Theme-Specific Image Generation via Dynamic Visual Prompting.
CoRR
Yuxin Zhang, Minyan Luo, Weiming Dong, Xiao Yang, Haibin Huang, Chongyang Ma, Oliver Deussen, Tong-Yee Lee, Changsheng Xu
2025 A* conf
Building Embodied EvoAgent: A Brain-inspired Paradigm for Bridging Multimodal Large Models and World Models.
ACM Multimedia
Junyu Gao, Xuan Yao, Yong Rui, Changsheng Xu
2025 J jnl
Compact Latent Primitive Space Learning for Compositional Zero-Shot Learning.
IEEE Trans. Multim.
Han Jiang, Chaofan Chen, Xiaoshan Yang, Changsheng Xu
2025 A conf
Contrastive Invariant Risk Minimization for Grounded Situation Recognition.
ICME
Zhaoquan Yuan, Chengbin Zhao, Yuting Tang, Lishu Guo, Xiao Wu, Changsheng Xu
2025 J jnl
CookGALIP: Recipe Controllable Generative Adversarial CLIPs With Sequential Ingredient Prompts for Food Image Generation.
IEEE Trans. Multim.
Mengling Xu, Jie Wang, Ming Tao, Bing-Kun Bao, Changsheng Xu
2025 J jnl
CreativeSynth: Cross-Art-Attention for Artistic Image Synthesis With Multimodal Diffusion.
IEEE Trans. Vis. Comput. Graph.
Nisha Huang, Weiming Dong, Yuxin Zhang, Fan Tang, Ronghui Li, Chongyang Ma, Xiu Li, Tong-Yee Lee, Changsheng Xu
2025 A* conf
Customized Condition Controllable Generation for Video Soundtrack.
CVPR
Fan Qi, Kunsheng Ma, Changsheng Xu
2025 A conf
DATE: Dual Asymmetric Textual Embedding guided Person Re-Identification.
ICME
Pengqi Yin, Hantao Yao, Changsheng Xu
2025 A* conf
DMC
ACM Multimedia
Jiayi Zou, Chaofan Chen, Bing-Kun Bao, Changsheng Xu
2025 J jnl
DMC
CoRR
Jiayi Zou, Chaofan Chen, Bing-Kun Bao, Changsheng Xu
2025 J jnl
Deep learning-based automatic image quality control system for anterior eye segment in slit lamp and smartphone.
Biomed. Signal Process. Control.
Changsheng Xu, Yuwen Liu, Shaopan Wang, Yuqian Wang, Xiang Lin, Wenying Guan, Shujia Guo, Zhaolin Liu, Qiuping Liu, Hui Zhang, Wenjin Zou, Ying Li, Caihong Huang, Jiaoyue Hu, Huping Wu, Zhiming Luo, Zuguo Liu
2025 J jnl
DiffStyler: Controllable Dual Diffusion for Text-Driven Image Stylization.
IEEE Trans. Neural Networks Learn. Syst.
Nisha Huang, Yuxin Zhang, Fan Tang, Chongyang Ma, Haibin Huang, Weiming Dong, Changsheng Xu
2025 J jnl
Disentanglement-Based Equivariant Learning for Compositional VQA.
IEEE Trans. Multim.
Zhou Du, Zhaoquan Yuan, Xiao Wu, Changsheng Xu
2025 J jnl
Dual Uncertainty-Aware Correspondence Adapting and Retaining for Continual Composed Image Retrieval.
IEEE Trans. Image Process.
Haoliang Zhou, Feifei Zhang, Changsheng Xu
2025 J jnl
Efficient Multi-Instance Generation with Janus-Pro-Dirven Prompt Parsing.
CoRR
Fan Qi, Yu Duan, Changsheng Xu
2025 A* conf
EgoPrompt: Prompt Learning for Egocentric Action Recognition.
ACM Multimedia
Huaihai Lyu, Chaofan Chen, Yuheng Ji, Changsheng Xu
2025 J jnl
EgoPrompt: Prompt Learning for Egocentric Action Recognition.
CoRR
Huaihai Lyu, Chaofan Chen, Yuheng Ji, Changsheng Xu
2025 A* conf
FORGET ME: Federated Unlearning for Face Generation Models.
ACM Multimedia
Fan Qi, Ao liu, Zixin Zhang, Changsheng Xu
2025 A* conf
Fine-tuning Bias Neurons for Fair Text-to-Image Generation.
ACM Multimedia
Fan Qi, Zhan Wang, Changsheng Xu, Huaiwen Zhang
2025 A* conf
Granular Music Attribute Transformation with Proximal Policy Optimization Adapters for Diffusion Model.
ACM Multimedia
Kunsheng Ma, Fan Qi, Changsheng Xu
2025 A* conf
Graph Prompts: Adapting Video Graph for Video Question Answering.
IJCAI
Yiming Li, Xiaoshan Yang, Bing-Kun Bao, Changsheng Xu
2025 J jnl
Harmony: A Unified Framework for Modality Incremental Learning.
CoRR
Yaguang Song, Xiaoshan Yang, Dongmei Jiang, Yaowei Wang, Changsheng Xu
2025 J jnl
Health-oriented Multimodal Food Question Answering with Implicit and Explicit Knowledge.
ACM Trans. Multim. Comput. Commun. Appl.
Menghao Hu, Yaguang Song, Xiaoshan Yang, Yaowei Wang, Changsheng Xu
2025 — conf
IP-Prompter: Training-Free Theme-Specific Image Generation via Dynamic Visual Prompting.
SIGGRAPH (Conference Paper Track)
Yuxin Zhang, Minyan Luo, Weiming Dong, Xiao Yang, Haibin Huang, Chongyang Ma, Oliver Deussen, Tong-Yee Lee, Changsheng Xu
2025 J jnl
Knowledge-Guided Label Distribution Calibration for Federated Affective Computing.
IEEE Trans. Neural Networks Learn. Syst.
Zixin Zhang, Fan Qi, Changsheng Xu
2025 J jnl
LININ: Logic Integrated Neural Inference Network for Explanatory Visual Question Answering.
IEEE Trans. Multim.
Dizhan Xue, Shengsheng Qian, Quan Fang, Changsheng Xu
2025 A* conf
Language Guided Concept Bottleneck Models for Interpretable Continual Learning.
CVPR
Lu Yu, Haoyu Han, Zhe Tao, Hantao Yao, Changsheng Xu
2025 J jnl
Language Guided Concept Bottleneck Models for Interpretable Continual Learning.
CoRR
Lu Yu, Haoyu Han, Zhe Tao, Hantao Yao, Changsheng Xu
2025 J jnl
Learning Probabilistic Presence-Absence Evidence for Weakly-Supervised Audio-Visual Event Perception.
IEEE Trans. Pattern Anal. Mach. Intell.
Junyu Gao, Mengyuan Chen, Changsheng Xu
2025 J jnl
Learning Temporal Event Knowledge for Continual Social Event Classification.
IEEE Trans. Knowl. Data Eng.
Shengsheng Qian, Shengjie Zhang, Dizhan Xue, Huaiwen Zhang, Changsheng Xu
2025 A conf
Leveraging Multiple Deep Experts for Online Class-incremental Learning.
ICME
Zhe Tao, Lu Yu, Hantao Yao, Changsheng Xu
2025 — conf
Leveraging Social Network and Multimodal Graphs for Micro-Video Popularity Prediction.
ICKG
Lilong Liu, Shangheng Chen, Shengsheng Qian, Changsheng Xu
2025 J jnl
LiveStar: Live Streaming Assistant for Real-World Online Video Understanding.
CoRR
Zhenyu Yang, Kairui Zhang, Yuhang Hu, Bing Wang, Shengsheng Qian, Bin Wen, Fan Yang, Tingting Gao, Weiming Dong, Changsheng Xu
2025 A* conf
Locality Preserving Markovian Transition for Instance Retrieval.
ICML
Jifei Luo, Wenzheng Wu, Hantao Yao, Lu Yu, Changsheng Xu
2025 J jnl
Locality Preserving Markovian Transition for Instance Retrieval.
CoRR
Jifei Luo, Wenzheng Wu, Hantao Yao, Lu Yu, Changsheng Xu
2025 J jnl
Look Before You Leap: A GUI-Critic-R1 Model for Pre-Operative Error Diagnosis in GUI Automation.
CoRR
Yuyang Wanyan, Xi Zhang, Haiyang Xu, Haowei Liu, Junyang Wang, Jiabo Ye, Yutong Kou, Ming-Hsuan Yang, Fei Huang, Xiaoshan Yang, Weiming Dong, Changsheng Xu
2025 J jnl
MF-CLIP: Leveraging CLIP as Surrogate Models for No-Box Adversarial Attacks.
IEEE Trans. Inf. Forensics Secur.
Jiaming Zhang, Lingyu Qiu, Qi Yi, Yige Li, Jitao Sang, Changsheng Xu, Dit-Yan Yeung
2025 J jnl
MGDefect: A Mask-Guided High-Quality Defect Image Generation Method for Improving Defect Inspection.
IEEE Trans. Multim.
Xiaoheng Jiang, Yingjie Li, Feng Yan, Yang Lu, Changsheng Xu, Mingliang Xu
2025 J jnl
Modality-Collaborative Low-Rank Decomposers for Few-Shot Video Domain Adaptation.
CoRR
Yuyang Wanyan, Xiaoshan Yang, Weiming Dong, Changsheng Xu
2025 J jnl
MotionCrafter: Plug-and-Play Motion Guidance for Diffusion Models.
IEEE Trans. Vis. Comput. Graph.
Yuxin Zhang, Weiming Dong, Fan Tang, Nisha Huang, Haibin Huang, Chongyang Ma, Pengfei Wan, Tong-Yee Lee, Changsheng Xu
2025 — ed.
MultiMedia Modeling - 31st International Conference on Multimedia Modeling, MMM 2025, Nara, Japan, January 8-10, 2025, Proceedings, Part I
MMM (1)
Ichiro Ide, Ioannis Kompatsiaris, Changsheng Xu, Keiji Yanai, Wei-Ta Chu, Naoko Nitta, Michael Riegler, Toshihiko Yamasaki
2025 — ed.
MultiMedia Modeling - 31st International Conference on Multimedia Modeling, MMM 2025, Nara, Japan, January 8-10, 2025, Proceedings, Part II
MMM (2)
Ichiro Ide, Ioannis Kompatsiaris, Changsheng Xu, Keiji Yanai, Wei-Ta Chu, Naoko Nitta, Michael Riegler, Toshihiko Yamasaki
2025 — ed.
MultiMedia Modeling - 31st International Conference on Multimedia Modeling, MMM 2025, Nara, Japan, January 8-10, 2025, Proceedings, Part III
MMM (3)
Ichiro Ide, Ioannis Kompatsiaris, Changsheng Xu, Keiji Yanai, Wei-Ta Chu, Naoko Nitta, Michael Riegler, Toshihiko Yamasaki
2025 — ed.
MultiMedia Modeling - 31st International Conference on Multimedia Modeling, MMM 2025, Nara, Japan, January 8-10, 2025, Proceedings, Part IV
MMM (4)
Ichiro Ide, Ioannis Kompatsiaris, Changsheng Xu, Keiji Yanai, Wei-Ta Chu, Naoko Nitta, Michael Riegler, Toshihiko Yamasaki
2025 — ed.
MultiMedia Modeling - 31st International Conference on Multimedia Modeling, MMM 2025, Nara, Japan, January 8-10, 2025, Proceedings, Part V
MMM (5)
Ichiro Ide, Ioannis Kompatsiaris, Changsheng Xu, Keiji Yanai, Wei-Ta Chu, Naoko Nitta, Michael Riegler, Toshihiko Yamasaki
2025 J jnl
Multiple Local Prompts Distillation for Domain Generalization.
IEEE Trans. Multim.
Huaihai Lyu, Hantao Yao, Changsheng Xu
2025 J jnl
NavMorph: A Self-Evolving World Model for Vision-and-Language Navigation in Continuous Environments.
CoRR
Xuan Yao, Junyu Gao, Changsheng Xu
2025 J jnl
OmniSAT: Compact Action Token, Faster Auto Regression.
CoRR
Huaihai Lyu, Chaofan Chen, Senwei Xie, Pengwei Wang, Xiansheng Chen, Shanghang Zhang, Changsheng Xu
2025 J jnl
PC-Agent: A Hierarchical Multi-Agent Collaboration Framework for Complex Task Automation on PC.
CoRR
Haowei Liu, Xi Zhang, Haiyang Xu, Yuyang Wanyan, Junyang Wang, Ming Yan, Ji Zhang, Chunfeng Yuan, Changsheng Xu, Weiming Hu, Fei Huang
2025 A* conf
Pilot: Building the Federated Multimodal Instruction Tuning Framework.
AAAI
Baochen Xiong, Xiaoshan Yang, Yaguang Song, Yaowei Wang, Changsheng Xu
2025 J jnl
Pilot: Building the Federated Multimodal Instruction Tuning Framework.
CoRR
Baochen Xiong, Xiaoshan Yang, Yaguang Song, Yaowei Wang, Changsheng Xu
2025 J jnl
Propagation Based Recycling Contrastive Learning for Coupled Noisy Visible-Infrared Person Re-Identification.
IEEE Trans. Multim.
Yongxi Li, Wenzhong Tang, Shuai Wang, Shengsheng Qian, Quan Fang, Changsheng Xu
2025 A* conf
Pseudo Informative Episode Construction for Few-Shot Class-Incremental Learning.
AAAI
Chaofan Chen, Xiaoshan Yang, Changsheng Xu
2025 A* conf
Rethinking the Temperature for Federated Heterogeneous Distillation.
ICML
Fan Qi, Daxu Shi, Chuokun Xu, Shuai Li, Changsheng Xu
2025 J jnl
Revisiting Essential and Nonessential Settings of Evidential Deep Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Mengyuan Chen, Junyu Gao, Changsheng Xu
2025 J jnl
SPDQ: Synergetic Prompts as Disentanglement Queries for Compositional Zero-Shot Learning.
IEEE Trans. Multim.
Han Jiang, Xiaoshan Yang, Chaofan Chen, Changsheng Xu
2025 — conf
SSGR-AR: Semantic-Enhanced Scene Graph Reasoning for Robust Video Action Recognition.
ICKG
Daxu Shi, Fan Qi, Changsheng Xu
2025 A* conf
SVBench: A Benchmark with Temporal Multi-Turn Dialogues for Streaming Video Understanding.
ICLR
Zhenyu Yang, Yuhang Hu, Zemin Du, Dizhan Xue, Shengsheng Qian, Jiahong Wu, Fan Yang, Weiming Dong, Changsheng Xu
2025 J jnl
SVBench: A Benchmark with Temporal Multi-Turn Dialogues for Streaming Video Understanding.
CoRR
Zhenyu Yang, Yuhang Hu, Zemin Du, Dizhan Xue, Shengsheng Qian, Jiahong Wu, Fan Yang, Weiming Dong, Changsheng Xu
2025 J jnl
Short-video Propagation Influence Rating: A New Real-world Dataset and A New Large Graph Model.
CoRR
Dizhan Xue, Jing Cui, Shengsheng Qian, Chuanrui Hu, Changsheng Xu
2025 J jnl
SoMe: A Realistic Benchmark for LLM-based Social Media Agents.
CoRR
Dizhan Xue, Jing Cui, Shengsheng Qian, Chuanrui Hu, Changsheng Xu
2025 A* conf
StreamingCoT: A Dataset for Temporal Dynamics and Multimodal Chain-of-Thought Reasoning in Streaming VideoQA.
ACM Multimedia
Yuhang Hu, Zhenyu Yang, Shihan Wang, Shengsheng Qian, Bin Wen, Fan Yang, Tingting Gao, Changsheng Xu
2025 J jnl
StreamingCoT: A Dataset for Temporal Dynamics and Multimodal Chain-of-Thought Reasoning in Streaming VideoQA.
CoRR
Yuhang Hu, Zhenyu Yang, Shihan Wang, Shengsheng Qian, Bin Wen, Fan Yang, Tingting Gao, Changsheng Xu
2025 J jnl
TENET: Beyond Pseudo-labeling for Semi-supervised Few-shot Learning.
Mach. Intell. Res.
Chengcheng Ma, Weiming Dong, Changsheng Xu
2025 J jnl
Text-Video Knowledge Guided Prompting for Weakly Supervised Temporal Action Localization.
IEEE Trans. Circuits Syst. Video Technol.
Yuxiang Shao, Feifei Zhang, Changsheng Xu
2025 J jnl
Unifying Perplexing Behaviors in Modified BP Attributions through Alignment Perspective.
CoRR
Guanhua Zheng, Jitao Sang, Changsheng Xu
2025 — conf
VidCog: Empowering LLM with Long Video Understanding via Human-like Temporal Cognitive Loop.
MMAsia
Yupeng Wu, Xiaoshan Yang, Changsheng Xu
2025 A* conf
When Open-Vocabulary Visual Question Answering Meets Causal Adapter: Benchmark and Approach.
AAAI
Feifei Zhang, Zhaoyi Zhang, Xi Zhang, Changsheng Xu
2024 J jnl
${A^{2}Pt}$: Anti-Associative Prompt Tuning for Open Set Visual Recognition.
IEEE Trans. Multim.
Hairui Ren, Fan Tang, Xingjia Pan, Juan Cao, Weiming Dong, Zhiwen Lin, Ke Yan, Changsheng Xu
2024 J jnl
A Comprehensive Review of Few-shot Action Recognition.
CoRR
Yuyang Wanyan, Xiaoshan Yang, Weiming Dong, Changsheng Xu
2024 J jnl
A Comprehensive Survey on Evidential Deep Learning and Its Applications.
CoRR
Junyu Gao, Mengyuan Chen, Liangyu Xiang, Changsheng Xu
2024 J jnl
A Versatile Multimodal Learning Framework for Zero-Shot Emotion Recognition.
IEEE Trans. Circuits Syst. Video Technol.
Fan Qi, Huaiwen Zhang, Xiaoshan Yang, Changsheng Xu
2024 J jnl
Adaptive Adversarial Logits Pairing.
ACM Trans. Multim. Comput. Commun. Appl.
Shangxi Wu, Jitao Sang, Kaiyan Xu, Guanhua Zheng, Changsheng Xu
2024 J jnl
CEPrompt: Cross-Modal Emotion-Aware Prompting for Facial Expression Recognition.
IEEE Trans. Circuits Syst. Video Technol.
Haoliang Zhou, Shucheng Huang, Feifei Zhang, Changsheng Xu
2024 J jnl
CLIP-VG: Self-Paced Curriculum Adapting of CLIP for Visual Grounding.
IEEE Trans. Multim.
Linhui Xiao, Xiaoshan Yang, Fang Peng, Ming Yan, Yaowei Wang, Changsheng Xu
2024 J jnl
Camera-Incremental Object Re-Identification With Identity Knowledge Evolution.
IEEE Trans. Multim.
Hantao Yao, Jifei Luo, Lu Yu, Changsheng Xu
2024 J jnl
Class Incremental Learning for Light-Weighted Networks.
IEEE Trans. Circuits Syst. Video Technol.
Zhe Tao, Lu Yu, Hantao Yao, Shucheng Huang, Changsheng Xu
2024 A* conf
Cluster-Aware Similarity Diffusion for Instance Retrieval.
ICML
Jifei Luo, Hantao Yao, Changsheng Xu
2024 J jnl
Cluster-Aware Similarity Diffusion for Instance Retrieval.
CoRR
Jifei Luo, Hantao Yao, Changsheng Xu
2024 A* conf
CoIn: A Lightweight and Effective Framework for Story Visualization and Continuation.
ACM Multimedia
Ming Tao, Bing-Kun Bao, Hao Tang, Yaowei Wang, Changsheng Xu
2024 A* conf
Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models.
NeurIPS
Mengyuan Chen, Junyu Gao, Changsheng Xu
2024 J jnl
Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models.
CoRR
Mengyuan Chen, Junyu Gao, Changsheng Xu
2024 J jnl
CreativeSynth: Creative Blending and Synthesis of Visual Arts based on Multimodal Diffusion.
CoRR
Nisha Huang, Weiming Dong, Yuxin Zhang, Fan Tang, Ronghui Li, Chongyang Ma, Xiu Li, Changsheng Xu
2024 J jnl
Cross-Modal Federated Human Activity Recognition.
IEEE Trans. Pattern Anal. Mach. Intell.
Xiaoshan Yang, Baochen Xiong, Yi Huang, Changsheng Xu
2024 A* conf
Cross-Modal Meta Consensus for Heterogeneous Federated Learning.
ACM Multimedia
Shuai Li, Fan Qi, Zixin Zhang, Changsheng Xu
2024 J jnl
Dance-to-Music Generation with Encoder-based Textual Inversion of Diffusion Models.
CoRR
Sifei Li, Weiming Dong, Yuxin Zhang, Fan Tang, Chongyang Ma, Oliver Deussen, Tong-Yee Lee, Changsheng Xu
2024 A* conf
Dance-to-Music Generation with Encoder-based Textual Inversion.
SIGGRAPH Asia
Sifei Li, Weiming Dong, Yuxin Zhang, Fan Tang, Chongyang Ma, Oliver Deussen, Tong-Yee Lee, Changsheng Xu
2024 J jnl
Distribution-Guided Hierarchical Calibration Contrastive Network for Unsupervised Person Re-Identification.
IEEE Trans. Circuits Syst. Video Technol.
Yongxi Li, Wenzhong Tang, Shuai Wang, Shengsheng Qian, Changsheng Xu
2024 J jnl
Do We Need to Design Specific Diffusion Models for Different Tasks? Try ONE-PIC.
CoRR
Ming Tao, Bing-Kun Bao, Yaowei Wang, Changsheng Xu
2024 A* conf
Enhancing Storage and Computational Efficiency in Federated Multimodal Learning for Large-Scale Models.
ICML
Zixin Zhang, Fan Qi, Changsheng Xu
2024 J jnl
Exploiting the Semantic Knowledge of Pre-trained Text-Encoders for Continual Learning.
CoRR
Lu Yu, Zhe Tao, Hantao Yao, Joost van de Weijer, Changsheng Xu
2024 J jnl
Exploring Multi-Modal Contextual Knowledge for Open-Vocabulary Object Detection.
IEEE Trans. Image Process.
Yifan Xu, Mengdan Zhang, Xiaoshan Yang, Changsheng Xu
2024 J jnl
Exploring the Temporal Consistency of Arbitrary Style Transfer: A Channelwise Perspective.
IEEE Trans. Neural Networks Learn. Syst.
Xiaoyu Kong, Yingying Deng, Fan Tang, Weiming Dong, Chongyang Ma, Yongyong Chen, Zhenyu He, Changsheng Xu
2024 A* conf
Fast-Slow Test-Time Adaptation for Online Vision-and-Language Navigation.
ICML
Junyu Gao, Xuan Yao, Changsheng Xu
2024 J jnl
Feature Disentanglement Network: Multi-Object Tracking Needs More Differentiated Features.
ACM Trans. Multim. Comput. Commun. Appl.
Wen Guo, Wuzhou Quan, Junyu Gao, Tianzhu Zhang, Changsheng Xu
2024 — conf
FedVAD: Enhancing Federated Video Anomaly Detection with GPT-Driven Semantic Distillation.
ECCV (53)
Fan Qi, Ruijie Pan, Huaiwen Zhang, Changsheng Xu
2024 A* conf
Few-Shot Multimodal Explanation for Visual Question Answering.
ACM Multimedia
Dizhan Xue, Shengsheng Qian, Changsheng Xu
2024 J jnl
Few-shot Incremental Learning with Textual Knowledge Embedding by Visual-language Model.
Int. J. Softw. Informatics
Hantao Yao, Lu Yu, Changsheng Xu
2024 J jnl
From Linguistic Giants to Sensory Maestros: A Survey on Cross-Modal Reasoning with Large Language Models.
CoRR
Shengsheng Qian, Zuyi Zhou, Dizhan Xue, Bing Wang, Changsheng Xu
2024 A* conf
HiVG: Hierarchical Multimodal Fine-grained Modulation for Visual Grounding.
ACM Multimedia
Linhui Xiao, Xiaoshan Yang, Fang Peng, Yaowei Wang, Changsheng Xu
2024 J jnl
HiVG: Hierarchical Multimodal Fine-grained Modulation for Visual Grounding.
CoRR
Linhui Xiao, Xiaoshan Yang, Fang Peng, Yaowei Wang, Changsheng Xu
2024 J jnl
Hierarchical Augmentation and Distillation for Class Incremental Audio-Visual Video Recognition.
CoRR
Yukun Zuo, Hantao Yao, Liansheng Zhuang, Changsheng Xu
2024 J jnl
Hierarchical Augmentation and Distillation for Class Incremental Audio-Visual Video Recognition.
IEEE Trans. Pattern Anal. Mach. Intell.
Yukun Zuo, Hantao Yao, Liansheng Zhuang, Changsheng Xu
2024 J jnl
Hierarchical Prompts for Rehearsal-free Continual Learning.
CoRR
Yukun Zuo, Hantao Yao, Lu Yu, Liansheng Zhuang, Changsheng Xu
2024 J jnl
Incremental Audio-Visual Fusion for Person Recognition in Earthquake Scene.
ACM Trans. Multim. Comput. Commun. Appl.
Sisi You, Yukun Zuo, Hantao Yao, Changsheng Xu
2024 J jnl
Integrating Neural-Symbolic Reasoning With Variational Causal Inference Network for Explanatory Visual Question Answering.
IEEE Trans. Pattern Anal. Mach. Intell.
Dizhan Xue, Shengsheng Qian, Changsheng Xu
2024 A* conf
LDRE: LLM-based Divergent Reasoning and Ensemble for Zero-Shot Composed Image Retrieval.
SIGIR
Zhenyu Yang, Dizhan Xue, Shengsheng Qian, Weiming Dong, Changsheng Xu
2024 J jnl
Learning Commonsense-aware Moment-Text Alignment for Fast Video Temporal Grounding.
ACM Trans. Multim. Comput. Commun. Appl.
Ziyue Wu, Junyu Gao, Shucheng Huang, Changsheng Xu
2024 J jnl
Learning Multi-Expert Distribution Calibration for Long-Tailed Video Classification.
IEEE Trans. Multim.
Yufan Hu, Junyu Gao, Changsheng Xu
2024 J jnl
Learning Transferable Conceptual Prototypes for Interpretable Unsupervised Domain Adaptation.
IEEE Trans. Image Process.
Junyu Gao, Xinhong Ma, Changsheng Xu
2024 A* conf
Libra: Building Decoupled Vision System on Large Language Models.
ICML
Yifan Xu, Xiaoshan Yang, Yaguang Song, Changsheng Xu
2024 J jnl
Libra: Building Decoupled Vision System on Large Language Models.
CoRR
Yifan Xu, Xiaoshan Yang, Yaguang Song, Changsheng Xu
2024 J jnl
LumiSculpt: A Consistency Lighting Control Network for Video Generation.
CoRR
Yuxin Zhang, Dandan Zheng, Biao Gong, Jingdong Chen, Ming Yang, Weiming Dong, Changsheng Xu
2024 J jnl
MGDCF: Distance Learning via Markov Graph Diffusion for Neural Collaborative Filtering.
IEEE Trans. Knowl. Data Eng.
Jun Hu, Bryan Hooi, Shengsheng Qian, Quan Fang, Changsheng Xu
2024 A* conf
Modality-Collaborative Test-Time Adaptation for Action Recognition.
CVPR
Baochen Xiong, Xiaoshan Yang, Yaguang Song, Yaowei Wang, Changsheng Xu
2024 — conf
Multi-modal Knowledge-Enhanced Fine-Grained Image Classification.
PRCV (5)
Suyan Cheng, Feifei Zhang, Haoliang Zhou, Changsheng Xu
2024 J jnl
Multi-object Tracking with Spatial-Temporal Tracklet Association.
ACM Trans. Multim. Comput. Commun. Appl.
Sisi You, Hantao Yao, Bing-Kun Bao, Changsheng Xu
2024 J jnl
Multimodal Imbalance-Aware Gradient Modulation for Weakly-Supervised Audio-Visual Video Parsing.
IEEE Trans. Circuits Syst. Video Technol.
Jie Fu, Junyu Gao, Bing-Kun Bao, Changsheng Xu
2024 A* conf
Music Style Transfer with Time-Varying Inversion of Diffusion Models.
AAAI
Sifei Li, Yuxin Zhang, Fan Tang, Chongyang Ma, Weiming Dong, Changsheng Xu
2024 J jnl
Music Style Transfer with Time-Varying Inversion of Diffusion Models.
CoRR
Sifei Li, Yuxin Zhang, Fan Tang, Chongyang Ma, Weiming Dong, Changsheng Xu
2024 J jnl
NExT-OOD: Overcoming Dual Multiple-Choice VQA Biases.
IEEE Trans. Pattern Anal. Mach. Intell.
Xi Zhang, Feifei Zhang, Changsheng Xu
2024 J jnl
Nonparametric Clustering-Guided Cross-View Contrastive Learning for Partially View-Aligned Representation Learning.
IEEE Trans. Image Process.
Shengsheng Qian, Dizhan Xue, Jun Hu, Huaiwen Zhang, Changsheng Xu
2024 A* conf
OneRef: Unified One-tower Expression Grounding and Segmentation with Mask Referring Modeling.
NeurIPS
Linhui Xiao, Xiaoshan Yang, Fang Peng, Yaowei Wang, Changsheng Xu
2024 J jnl
OneRef: Unified One-tower Expression Grounding and Segmentation with Mask Referring Modeling.
CoRR
Linhui Xiao, Xiaoshan Yang, Fang Peng, Yaowei Wang, Changsheng Xu
2024 A* conf
Open-Vocabulary Video Scene Graph Generation via Union-aware Semantic Alignment.
ACM Multimedia
Ziyue Wu, Junyu Gao, Changsheng Xu
2024 A* conf
Overcoming the Pitfalls of Vision-Language Model for Image-Text Retrieval.
ACM Multimedia
Feifei Zhang, Sijia Qu, Fan Shi, Changsheng Xu
2024 — conf
Part-Aware Prompt Tuning for Weakly Supervised Referring Expression Grounding.
MMM (3)
Chenlin Zhao, Jiabo Ye, Yaguang Song, Ming Yan, Xiaoshan Yang, Changsheng Xu
2024 A* conf
R-EDL: Relaxing Nonessential Settings of Evidential Deep Learning.
ICLR
Mengyuan Chen, Junyu Gao, Changsheng Xu
2024 J jnl
Recovering Generalization via Pre-Training-Like Knowledge Distillation for Out-of-Distribution Visual Question Answering.
IEEE Trans. Multim.
Yaguang Song, Xiaoshan Yang, Yaowei Wang, Changsheng Xu
2024 J jnl
Revisiting Essential and Nonessential Settings of Evidential Deep Learning.
CoRR
Mengyuan Chen, Junyu Gao, Changsheng Xu
2024 J jnl
SEP: Self-Enhanced Prompt Tuning for Visual-Language Model.
CoRR
Hantao Yao, Rui Zhang, Lu Yu, Changsheng Xu
2024 J jnl
SSAGCN: Social Soft Attention Graph Convolution Network for Pedestrian Trajectory Prediction.
IEEE Trans. Neural Networks Learn. Syst.
Pei Lv, Wentong Wang, Yunxin Wang, Yuzhen Zhang, Mingliang Xu, Changsheng Xu
2024 J jnl
Semantic Distance Adversarial Learning for Text-to-Image Synthesis.
IEEE Trans. Multim.
Bowen Yuan, Yefei Sheng, Bing-Kun Bao, Yi-Ping Phoebe Chen, Changsheng Xu
2024 A* conf
Semantic Editing Increment Benefits Zero-Shot Composed Image Retrieval.
ACM Multimedia
Zhenyu Yang, Shengsheng Qian, Dizhan Xue, Jiahong Wu, Fan Yang, Weiming Dong, Changsheng Xu
2024 J jnl
SgVA-CLIP: Semantic-Guided Visual Adapting of Vision-Language Models for Few-Shot Image Classification.
IEEE Trans. Multim.
Fang Peng, Xiaoshan Yang, Linhui Xiao, Yaowei Wang, Changsheng Xu
2024 — conf
SignGen: End-to-End Sign Language Video Generation with Latent Diffusion.
ECCV (53)
Fan Qi, Yu Duan, Huaiwen Zhang, Changsheng Xu
2024 J jnl
Snippet-to-Prototype Contrastive Consensus Network for Weakly Supervised Temporal Action Localization.
IEEE Trans. Multim.
Yuxiang Shao, Feifei Zhang, Changsheng Xu
2024 J jnl
Source-Guided Target Feature Reconstruction for Cross-Domain Classification and Detection.
IEEE Trans. Image Process.
Yifan Jiao, Hantao Yao, Bing-Kun Bao, Changsheng Xu
2024 J jnl
Spatiotemporal Orthogonal Projection Capsule Network for Incremental Few-Shot Action Recognition.
IEEE Trans. Multim.
Yangbo Feng, Junyu Gao, Changsheng Xu
2024 — conf
Staying in the Cat-and-Mouse Game: Towards Black-box Adversarial Example Detection.
MMGR@MM
Yifei Gao, Zhiyu Lin, Yunfan Yang, Jitao Sang, Xiaoshan Yang, Changsheng Xu
2024 — conf
StoryImager: A Unified and Efficient Framework for Coherent Story Visualization and Completion.
ECCV (56)
Ming Tao, Bing-Kun Bao, Hao Tang, Yaowei Wang, Changsheng Xu
2024 J jnl
StoryImager: A Unified and Efficient Framework for Coherent Story Visualization and Completion.
CoRR
Ming Tao, Bing-Kun Bao, Hao Tang, Yaowei Wang, Changsheng Xu
2024 A* conf
T
WWW
Huaiwen Zhang, Xinxin Liu, Qing Yang, Yang Yang, Fan Qi, Shengsheng Qian, Changsheng Xu
2024 A* conf
TCP: Textual-Based Class-Aware Prompt Tuning for Visual-Language Model.
CVPR
Hantao Yao, Rui Zhang, Changsheng Xu
2024 J jnl
TIF: Threshold Interception and Fusion for Compact and Fine-Grained Visual Attribution.
IEEE Trans. Multim.
Guanhua Zheng, Jitao Sang, Changsheng Xu
2024 — conf
TMM-CLIP: Task-guided Multi-Modal Alignment for Rehearsal-Free Class Incremental Learning.
MMAsia
Yuankang Pan, Zhaoquan Yuan, Xiao Wu, Zechao Li, Changsheng Xu
2024 A* conf
Text-Guided Attention is All You Need for Zero-Shot Robustness in Vision-Language Models.
NeurIPS
Lu Yu, Haiyang Zhang, Changsheng Xu
2024 J jnl
Text-Guided Attention is All You Need for Zero-Shot Robustness in Vision-Language Models.
CoRR
Lu Yu, Haiyang Zhang, Changsheng Xu
2024 A* conf
Three Heads Are Better than One: Complementary Experts for Long-Tailed Semi-supervised Learning.
AAAI
Chengcheng Ma, Ismail Elezi, Jiankang Deng, Weiming Dong, Changsheng Xu
2024 J jnl
Towards Visual Grounding: A Survey.
CoRR
Linhui Xiao, Xiaoshan Yang, Xiangyuan Lan, Yaowei Wang, Changsheng Xu
2023 J jnl
A Survey on Interpretable Cross-modal Reasoning.
CoRR
Dizhan Xue, Shengsheng Qian, Zuyi Zhou, Changsheng Xu
2023 J jnl
A Unified Arbitrary Style Transfer Framework via Adaptive Contrastive Learning.
CoRR
Yuxin Zhang, Fan Tang, Weiming Dong, Haibin Huang, Chongyang Ma, Tong-Yee Lee, Changsheng Xu
2023 J jnl
A Unified Arbitrary Style Transfer Framework via Adaptive Contrastive Learning.
ACM Trans. Graph.
Yuxin Zhang, Fan Tang, Weiming Dong, Haibin Huang, Chongyang Ma, Tong-Yee Lee, Changsheng Xu
2023 A* conf
Active Exploration of Multimodal Complementarity for Few-Shot Action Recognition.
CVPR
Yuyang Wanyan, Xiaoshan Yang, Chaofan Chen, Changsheng Xu
2023 J jnl
Adaptive Text Denoising Network for Image Caption Editing.
ACM Trans. Multim. Comput. Commun. Appl.
Mengqi Yuan, Bing-Kun Bao, Zhiyi Tan, Changsheng Xu
2023 A* conf
AffectFAL: Federated Active Affective Computing with Non-IID Data.
ACM Multimedia
Zixin Zhang, Fan Qi, Shuai Li, Changsheng Xu
2023 J jnl
Backdoor for Debias: Mitigating Model Bias with Backdoor Attack-based Artificial Bias.
CoRR
Shangxi Wu, Qiuyang He, Fangzhao Wu, Jitao Sang, Yaowei Wang, Changsheng Xu
2023 J jnl
Balance-Aware Grid Collage for Small Image Collections.
IEEE Trans. Vis. Comput. Graph.
Yu Song, Fan Tang, Weiming Dong, Feiyue Huang, Tong-Yee Lee, Changsheng Xu
2023 A* conf
C2MR: Continual Cross-Modal Retrieval for Streaming Multi-modal Data.
ACM Multimedia
Huaiwen Zhang, Yang Yang, Fan Qi, Shengsheng Qian, Changsheng Xu
2023 J jnl
CLIP-VG: Self-paced Curriculum Adapting of CLIP via Exploiting Pseudo-Language Labels for Visual Grounding.
CoRR
Linhui Xiao, Xiaoshan Yang, Fang Peng, Ming Yan, Yaowei Wang, Changsheng Xu
2023 J jnl
Camera-Incremental Object Re-Identification with Identity Knowledge Evolution.
CoRR
Hantao Yao, Lu Yu, Jifei Luo, Changsheng Xu
2023 A* conf
Cascade Evidential Learning for Open-world Weakly-supervised Temporal Action Localization.
CVPR
Mengyuan Chen, Junyu Gao, Changsheng Xu
2023 J jnl
Category Knowledge-Guided Parameter Calibration for Few-Shot Object Detection.
IEEE Trans. Image Process.
Chaofan Chen, Xiaoshan Yang, Jinpeng Zhang, Bo Dong, Changsheng Xu
2023 A* conf
Client-Adaptive Cross-Model Reconstruction Network for Modality-Incomplete Multimodal Federated Learning.
ACM Multimedia
Baochen Xiong, Xiaoshan Yang, Yaguang Song, Yaowei Wang, Changsheng Xu
2023 A* conf
Collecting Cross-Modal Presence-Absence Evidence for Weakly-Supervised Audio- Visual Event Perception.
CVPR
Junyu Gao, Mengyuan Chen, Changsheng Xu
2023 J jnl
Contrastive Multi-Modal Knowledge Graph Representation Learning.
IEEE Trans. Knowl. Data Eng.
Quan Fang, Xiaowei Zhang, Jun Hu, Xian Wu, Changsheng Xu
2023 J jnl
Counterfactual Scenario-relevant Knowledge-enriched Multi-modal Emotion Reasoning.
ACM Trans. Multim. Comput. Commun. Appl.
Hao Liu, Xiaoshan Yang, Changsheng Xu
2023 J jnl
CrossRectify: Leveraging disagreement for semi-supervised object detection.
Pattern Recognit.
Chengcheng Ma, Xingjia Pan, Qixiang Ye, Fan Tang, Weiming Dong, Changsheng Xu
2023 J jnl
Debiased Video-Text Retrieval via Soft Positive Sample Calibration.
IEEE Trans. Circuits Syst. Video Technol.
Huaiwen Zhang, Yang Yang, Fan Qi, Shengsheng Qian, Changsheng Xu
2023 J jnl
Dual Instance-Consistent Network for Cross-Domain Object Detection.
IEEE Trans. Pattern Anal. Mach. Intell.
Yifan Jiao, Hantao Yao, Changsheng Xu
2023 J jnl
Dual Scene Graph Convolutional Network for Motivation Prediction.
ACM Trans. Multim. Comput. Commun. Appl.
Yuyang Wanyan, Xiaoshan Yang, Xuan Ma, Changsheng Xu
2023 J jnl
Dual Structural Knowledge Interaction for Domain Adaptation.
IEEE Trans. Multim.
Yukun Zuo, Hantao Yao, Liansheng Zhuang, Changsheng Xu
2023 J jnl
Emotion-Aware Music Driven Movie Montage.
J. Comput. Sci. Technol.
Wu-Qin Liu, Minxuan Lin, Haibin Huang, Chongyang Ma, Yu Song, Weiming Dong, Changsheng Xu
2023 J jnl
Erasing Self-Supervised Learning Backdoor by Cluster Activation Masking.
CoRR
Shengsheng Qian, Yifei Wang, Dizhan Xue, Shengjie Zhang, Huaiwen Zhang, Changsheng Xu
2023 J jnl
Exploring Multi-Modal Contextual Knowledge for Open-Vocabulary Object Detection.
CoRR
Yifan Xu, Mengdan Zhang, Xiaoshan Yang, Changsheng Xu
2023 A conf
Fine-grained Primitive Representation Learning for Compositional Zero-shot Classification.
ICME
Han Jiang, Xiaoshan Yang, Chaofan Chen, Changsheng Xu
2023 A* conf
GALIP: Generative Adversarial CLIPs for Text-to-Image Synthesis.
CVPR
Ming Tao, Bing-Kun Bao, Hao Tang, Changsheng Xu
2023 J jnl
GALIP: Generative Adversarial CLIPs for Text-to-Image Synthesis.
CoRR
Ming Tao, Bing-Kun Bao, Hao Tang, Changsheng Xu
2023 J jnl
Heterogeneous Graph Contrastive Learning Network for Personalized Micro-Video Recommendation.
IEEE Trans. Multim.
Desheng Cai, Shengsheng Qian, Quan Fang, Jun Hu, Wenkui Ding, Changsheng Xu
2023 J jnl
Integrating Multi-Label Contrastive Learning With Dual Adversarial Graph Neural Networks for Cross-Modal Retrieval.
IEEE Trans. Pattern Anal. Mach. Intell.
Shengsheng Qian, Dizhan Xue, Quan Fang, Changsheng Xu
2023 J jnl
Introducing Foundation Models as Surrogate Models: Advancing Towards More Practical Adversarial Attacks.
CoRR
Jiaming Zhang, Jitao Sang, Qi Yi, Changsheng Xu
2023 A* conf
Inversion-based Style Transfer with Diffusion Models.
CVPR
Yuxin Zhang, Nisha Huang, Fan Tang, Haibin Huang, Chongyang Ma, Weiming Dong, Changsheng Xu
2023 A* conf
Iterative Learning with Extra and Inner Knowledge for Long-tail Dynamic Scene Graph Generation.
ACM Multimedia
Yiming Li, Xiaoshan Yang, Changsheng Xu
2023 J jnl
Knowledge-Enhanced Attributed Multi-Task Learning for Medicine Recommendation.
ACM Trans. Inf. Syst.
Yingying Zhang, Xian Wu, Quan Fang, Shengsheng Qian, Changsheng Xu
2023 J jnl
Learning Dual-Routing Capsule Graph Neural Network for Few-Shot Video Classification.
IEEE Trans. Multim.
Yangbo Feng, Junyu Gao, Changsheng Xu
2023 J jnl
Learning Scene-Aware Spatio-Temporal GNNs for Few-Shot Early Action Prediction.
IEEE Trans. Multim.
Yufan Hu, Junyu Gao, Changsheng Xu
2023 J jnl
Learning Transferable Conceptual Prototypes for Interpretable Unsupervised Domain Adaptation.
CoRR
Junyu Gao, Xinhong Ma, Changsheng Xu
2023 A conf
Leveraging Attribute Knowledge for Open-set Action Recognition.
ICME
Kaixiang Yang, Junyu Gao, Yangbo Feng, Changsheng Xu
2023 J jnl
Many Hands Make Light Work: Transferring Knowledge From Auxiliary Tasks for Video-Text Retrieval.
IEEE Trans. Multim.
Wei Wang, Junyu Gao, Xiaoshan Yang, Changsheng Xu
2023 J jnl
MotionCrafter: One-Shot Motion Customization of Diffusion Models.
CoRR
Yuxin Zhang, Fan Tang, Nisha Huang, Haibin Huang, Chongyang Ma, Weiming Dong, Changsheng Xu
2023 J jnl
Multi-Source Knowledge Reasoning Graph Network for Multi-Modal Commonsense Inference.
ACM Trans. Multim. Comput. Commun. Appl.
Xuan Ma, Xiaoshan Yang, Changsheng Xu
2023 A* conf
Multi-modal Queried Object Detection in the Wild.
NeurIPS
Yifan Xu, Mengdan Zhang, Chaoyou Fu, Peixian Chen, Xiaoshan Yang, Ke Li, Changsheng Xu
2023 J jnl
Multi-modal Queried Object Detection in the Wild.
CoRR
Yifan Xu, Mengdan Zhang, Chaoyou Fu, Peixian Chen, Xiaoshan Yang, Ke Li, Changsheng Xu
2023 J jnl
Multimodal Imbalance-Aware Gradient Modulation for Weakly-supervised Audio-Visual Video Parsing.
CoRR
Jie Fu, Junyu Gao, Changsheng Xu
2023 A* conf
Open-World Social Event Classification.
WWW
Shengsheng Qian, Hong Chen, Dizhan Xue, Quan Fang, Changsheng Xu
2023 J jnl
ProSpect: Expanded Conditioning for the Personalization of Attribute-aware Image Generation.
CoRR
Yuxin Zhang, Weiming Dong, Fan Tang, Nisha Huang, Haibin Huang, Chongyang Ma, Tong-Yee Lee, Oliver Deussen, Changsheng Xu
2023 J jnl
ProSpect: Prompt Spectrum for Attribute-Aware Personalization of Diffusion Models.
ACM Trans. Graph.
Yuxin Zhang, Weiming Dong, Fan Tang, Nisha Huang, Haibin Huang, Chongyang Ma, Tong-Yee Lee, Oliver Deussen, Changsheng Xu
2023 J jnl
Reducing Vision-Answer Biases for Multiple-Choice VQA.
IEEE Trans. Image Process.
Xi Zhang, Feifei Zhang, Changsheng Xu
2023 J jnl
Region-Aware Diffusion for Zero-shot Text-driven Image Editing.
CoRR
Nisha Huang, Fan Tang, Weiming Dong, Tong-Yee Lee, Changsheng Xu
2023 J jnl
Robust Video-Text Retrieval Via Noisy Pair Calibration.
IEEE Trans. Multim.
Huaiwen Zhang, Yang Yang, Fan Qi, Shengsheng Qian, Changsheng Xu
2023 J jnl
SMNet: Synchronous Multi-Scale Low Light Enhancement Network With Local and Global Concern.
IEEE Trans. Multim.
Shideng Lin, Fan Tang, Weiming Dong, Xingjia Pan, Changsheng Xu
2023 J jnl
SPA
IEEE Trans. Image Process.
Dong Chen, Xingjia Pan, Fan Tang, Weiming Dong, Changsheng Xu
2023 J jnl
Self-supervised Calorie-aware Heterogeneous Graph Networks for Food Recommendation.
ACM Trans. Multim. Comput. Commun. Appl.
Yaguang Song, Xiaoshan Yang, Changsheng Xu
2023 J jnl
Semantic and Temporal Contextual Correlation Learning for Weakly-Supervised Temporal Action Localization.
IEEE Trans. Pattern Anal. Mach. Intell.
Jie Fu, Junyu Gao, Changsheng Xu
2023 J jnl
Spatial-Temporal Exclusive Capsule Network for Open Set Action Recognition.
IEEE Trans. Multim.
Yangbo Feng, Junyu Gao, Shicai Yang, Changsheng Xu
2023 J jnl
TCP: Textual-based Class-aware Prompt tuning for Visual-Language Model.
CoRR
Hantao Yao, Rui Zhang, Changsheng Xu
2023 J jnl
Test-time Adaptive Vision-and-Language Navigation.
CoRR
Junyu Gao, Xuan Yao, Changsheng Xu
2023 J jnl
Three Heads Are Better Than One: Complementary Experts for Long-Tailed Semi-supervised Learning.
CoRR
Chengcheng Ma, Ismail Elezi, Jiankang Deng, Weiming Dong, Changsheng Xu
2023 A* conf
UTM: A Unified Multiple Object Tracking Model with Identity-Aware Feature Enhancement.
CVPR
Sisi You, Hantao Yao, Bing-Kun Bao, Changsheng Xu
2023 J jnl
Uncertainty-Aware Dual-Evidential Learning for Weakly-Supervised Temporal Action Localization.
IEEE Trans. Pattern Anal. Mach. Intell.
Mengyuan Chen, Junyu Gao, Changsheng Xu
2023 J jnl
Understanding and Mitigating Overfitting in Prompt Tuning for Vision-Language Models.
IEEE Trans. Circuits Syst. Video Technol.
Chengcheng Ma, Yang Liu, Jiankang Deng, Lingxi Xie, Weiming Dong, Changsheng Xu
2023 A* conf
Unlearnable Clusters: Towards Label-Agnostic Unlearnable Examples.
CVPR
Jiaming Zhang, Xingjun Ma, Qi Yi, Jitao Sang, Yu-Gang Jiang, Yaowei Wang, Changsheng Xu
2023 J jnl
Unlearnable Clusters: Towards Label-agnostic Unlearnable Examples.
CoRR
Jiaming Zhang, Xingjun Ma, Qi Yi, Jitao Sang, Yu-Gang Jiang, Yaowei Wang, Changsheng Xu
2023 J jnl
User Cold-Start Recommendation via Inductive Heterogeneous Graph Neural Network.
ACM Trans. Inf. Syst.
Desheng Cai, Shengsheng Qian, Quan Fang, Jun Hu, Changsheng Xu
2023 J jnl
User-Guided Personalized Image Aesthetic Assessment Based on Deep Reinforcement Learning.
IEEE Trans. Multim.
Pei Lv, Jianqi Fan, Xixi Nie, Weiming Dong, Xiaoheng Jiang, Bing Zhou, Mingliang Xu, Changsheng Xu
2023 A* conf
VQACL: A Novel Visual Question Answering Continual Learning Setting.
CVPR
Xi Zhang, Feifei Zhang, Changsheng Xu
2023 A* conf
Variational Causal Inference Network for Explanatory Visual Question Answering.
ICCV
Dizhan Xue, Shengsheng Qian, Changsheng Xu
2023 J jnl
Vectorized Evidential Learning for Weakly-Supervised Temporal Action Localization.
IEEE Trans. Pattern Anal. Mach. Intell.
Junyu Gao, Mengyuan Chen, Changsheng Xu
2023 A* conf
Video Entailment via Reaching a Structure-Aware Cross-modal Consensus.
ACM Multimedia
Xuan Yao, Junyu Gao, Mengyuan Chen, Changsheng Xu
2023 A* conf
Visual-Language Prompt Tuning with Knowledge-Guided Context Optimization.
CVPR
Hantao Yao, Rui Zhang, Changsheng Xu
2023 J jnl
Visual-Language Prompt Tuning with Knowledge-guided Context Optimization.
CoRR
Hantao Yao, Rui Zhang, Changsheng Xu
2023 J jnl
Weakly-Supervised Video Object Grounding via Causal Intervention.
IEEE Trans. Pattern Anal. Mach. Intell.
Wei Wang, Junyu Gao, Changsheng Xu
2023 J jnl
Weakly-Supervised Video Object Grounding via Learning Uni-Modal Associations.
IEEE Trans. Multim.
Wei Wang, Junyu Gao, Changsheng Xu
2023 A* conf
Weakly-supervised Video Scene Graph Generation via Unbiased Cross-modal Learning.
ACM Multimedia
Ziyue Wu, Junyu Gao, Changsheng Xu
2023 J jnl
Zero-Shot Predicate Prediction for Scene Graph Parsing.
IEEE Trans. Multim.
Yiming Li, Xiaoshan Yang, Xuhui Huang, Zhe Ma, Changsheng Xu
2023 A* conf
mPLUG-Octopus: The Versatile Assistant Empowered by A Modularized End-to-End Multimodal LLM.
ACM Multimedia
Qinghao Ye, Haiyang Xu, Ming Yan, Chenlin Zhao, Junyang Wang, Xiaoshan Yang, Ji Zhang, Fei Huang, Jitao Sang, Changsheng Xu
2022 J jnl
A unified framework for multi-modal federated learning.
Neurocomputing
Baochen Xiong, Xiaoshan Yang, Fan Qi, Changsheng Xu
2022 A* conf
Adaptive Anti-Bottleneck Multi-Modal Graph Learning Network for Personalized Micro-video Recommendation.
ACM Multimedia
Desheng Cai, Shengsheng Qian, Quan Fang, Jun Hu, Changsheng Xu
2022 J jnl
Adaptive Label-Aware Graph Convolutional Networks for Cross-Modal Retrieval.
IEEE Trans. Multim.
Shengsheng Qian, Dizhan Xue, Quan Fang, Changsheng Xu
2022 A* conf
Adaptive Transformer-Based Conditioned Variational Autoencoder for Incomplete Social Event Classification.
ACM Multimedia
Zhangming Li, Shengsheng Qian, Jie Cao, Quan Fang, Changsheng Xu
2022 J jnl
Attribute-Induced Bias Eliminating for Transductive Zero-Shot Learning.
IEEE Trans. Multim.
Hantao Yao, Shaobo Min, Yongdong Zhang, Changsheng Xu
2022 A* conf
Attribute-guided Dynamic Routing Graph Network for Transductive Few-shot Learning.
ACM Multimedia
Chaofan Chen, Xiaoshan Yang, Ming Yan, Changsheng Xu
2022 J jnl
Compact Representation and Reliable Classification Learning for Point-Level Weakly-Supervised Action Localization.
IEEE Trans. Image Process.
Jie Fu, Junyu Gao, Changsheng Xu
2022 A* conf
Comprehensive Relationship Reasoning for Composed Query Based Image Retrieval.
ACM Multimedia
Feifei Zhang, Ming Yan, Ji Zhang, Changsheng Xu
2022 A* conf
Cross-Modal Federated Human Activity Recognition via Modality-Agnostic and Modality-Specific Representation Learning.
AAAI
Xiaoshan Yang, Baochen Xiong, Yi Huang, Changsheng Xu
2022 A* conf
DF-GAN: A Simple and Effective Baseline for Text-to-Image Synthesis.
CVPR
Ming Tao, Hao Tang, Fei Wu, Xiaoyuan Jing, Bing-Kun Bao, Changsheng Xu
2022 J jnl
DiffStyler: Controllable Dual Diffusion for Text-Driven Image Stylization.
CoRR
Nisha Huang, Yuxin Zhang, Fan Tang, Chongyang Ma, Haibin Huang, Yong Zhang, Weiming Dong, Changsheng Xu
2022 — conf
Domain Enhanced Arbitrary Image Style Transfer via Contrastive Learning.
SIGGRAPH (Conference Paper Track)
Yuxin Zhang, Fan Tang, Weiming Dong, Haibin Huang, Chongyang Ma, Tong-Yee Lee, Changsheng Xu
2022 J jnl
Domain Enhanced Arbitrary Image Style Transfer via Contrastive Learning.
CoRR
Yuxin Zhang, Fan Tang, Weiming Dong, Haibin Huang, Chongyang Ma, Tong-Yee Lee, Changsheng Xu
2022 J jnl
Domain-invariant Graph for Adaptive Semi-supervised Domain Adaptation.
ACM Trans. Multim. Comput. Commun. Appl.
Jinfeng Li, Weifeng Liu, Yicong Zhou, Jun Yu, Dapeng Tao, Changsheng Xu
2022 A* conf
Draw Your Art Dream: Diverse Digital Art Synthesis with Multimodal Guided Diffusion.
ACM Multimedia
Nisha Huang, Fan Tang, Weiming Dong, Changsheng Xu
2022 J jnl
Draw Your Art Dream: Diverse Digital Art Synthesis with Multimodal Guided Diffusion.
CoRR
Nisha Huang, Fan Tang, Weiming Dong, Changsheng Xu
2022 — conf
Dual-Evidential Learning for Weakly-supervised Temporal Action Localization.
ECCV (4)
Mengyuan Chen, Junyu Gao, Shicai Yang, Changsheng Xu
2022 J jnl
DualVGR: A Dual-Visual Graph Reasoning Unit for Video Question Answering.
IEEE Trans. Multim.
Jianyu Wang, Bing-Kun Bao, Changsheng Xu
2022 A* conf
Dynamic Scene Graph Generation via Anticipatory Pre-training.
CVPR
Yiming Li, Xiaoshan Yang, Changsheng Xu
2022 A* conf
Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer.
AAAI
Yifan Xu, Zhijie Zhang, Mengdan Zhang, Kekai Sheng, Ke Li, Weiming Dong, Liqing Zhang, Changsheng Xu, Xing Sun
2022 J jnl
Explicit Cross-Modal Representation Learning for Visual Commonsense Reasoning.
IEEE Trans. Multim.
Xi Zhang, Feifei Zhang, Changsheng Xu
2022 A* conf
Feeling Without Sharing: A Federated Video Emotion Recognition Framework Via Privacy-Agnostic Hybrid Aggregation.
ACM Multimedia
Fan Qi, Zixin Zhang, Xianshan Yang, Huaiwen Zhang, Changsheng Xu
2022 A* conf
Fine-grained Temporal Contrastive Learning for Weakly-supervised Temporal Action Localization.
CVPR
Junyu Gao, Mengyuan Chen, Changsheng Xu
2022 J jnl
Fine-grained Temporal Contrastive Learning for Weakly-supervised Temporal Action Localization.
CoRR
Junyu Gao, Mengyuan Chen, Changsheng Xu
2022 J jnl
Geometry Sensitive Cross-Modal Reasoning for Composed Query Based Image Retrieval.
IEEE Trans. Image Process.
Feifei Zhang, Mingliang Xu, Changsheng Xu
2022 J jnl
Heterogeneous Hierarchical Feature Aggregation Network for Personalized Micro-Video Recommendation.
IEEE Trans. Multim.
Desheng Cai, Shengsheng Qian, Quan Fang, Changsheng Xu
2022 J jnl
Holographic Feature Learning of Egocentric-Exocentric Videos for Multi-Domain Action Recognition.
IEEE Trans. Multim.
Yi Huang, Xiaoshan Yang, Junyun Gao, Changsheng Xu
2022 J jnl
Image-Based Personality Questionnaire Design.
ACM Trans. Multim. Comput. Commun. Appl.
Xiaowen Huang, Jitao Sang, Changsheng Xu
2022 J jnl
Intra-Domain Consistency Enhancement for Unsupervised Person Re-Identification.
IEEE Trans. Multim.
Yaoyu Li, Hantao Yao, Changsheng Xu
2022 J jnl
Inversion-Based Creativity Transfer with Diffusion Models.
CoRR
Yuxin Zhang, Nisha Huang, Fan Tang, Haibin Huang, Chongyang Ma, Weiming Dong, Changsheng Xu
2022 J jnl
Joint Expression Synthesis and Representation Learning for Facial Expression Recognition.
IEEE Trans. Circuits Syst. Video Technol.
Xi Zhang, Feifei Zhang, Changsheng Xu
2022 J jnl
Learning Commonsense-aware Moment-Text Alignment for Fast Video Temporal Grounding.
CoRR
Ziyue Wu, Junyu Gao, Shucheng Huang, Changsheng Xu
2022 J jnl
Learning Hierarchical Video Graph Networks for One-Stop Video Delivery.
ACM Trans. Multim. Comput. Commun. Appl.
Yaguang Song, Junyu Gao, Xiaoshan Yang, Changsheng Xu
2022 J jnl
Learning Muti-expert Distribution Calibration for Long-tailed Video Classification.
CoRR
Yufan Hu, Junyu Gao, Changsheng Xu
2022 J jnl
Learning Semantic-Aware Spatial-Temporal Attention for Interpretable Action Recognition.
IEEE Trans. Circuits Syst. Video Technol.
Jie Fu, Junyu Gao, Changsheng Xu
2022 J jnl
Learning Video Moment Retrieval Without a Single Annotated Video.
IEEE Trans. Circuits Syst. Video Technol.
Junyu Gao, Changsheng Xu
2022 J jnl
Learning to Learn a Cold-start Sequential Recommender.
ACM Trans. Inf. Syst.
Xiaowen Huang, Jitao Sang, Jian Yu, Changsheng Xu
2022 J jnl
MGDCF: Distance Learning via Markov Graph Diffusion for Neural Collaborative Filtering.
CoRR
Jun Hu, Shengsheng Qian, Quan Fang, Changsheng Xu
2022 A* conf
MMT: Image-guided Story Ending Generation with Multimodal Memory Transformer.
ACM Multimedia
Dizhan Xue, Shengsheng Qian, Quan Fang, Changsheng Xu
2022 J jnl
Margin-Based Adversarial Joint Alignment Domain Adaptation.
IEEE Trans. Circuits Syst. Video Technol.
Yukun Zuo, Hantao Yao, Liansheng Zhuang, Changsheng Xu
2022 J jnl
Mitigating the Mutual Error Amplification for Semi-Supervised Object Detection.
CoRR
Chengcheng Ma, Xingjia Pan, Qixiang Ye, Fan Tang, Yunhang Shen, Ke Yan, Changsheng Xu
2022 Misc conf
Multi-Modal Learning with Text Merging for TEXTVQA.
ICASSP
Changsheng Xu, Zhenlong Xu, Yifan He, Shuigeng Zhou, Jihong Guan
2022 J jnl
Multi-Modal Meta Multi-Task Learning for Social Media Rumor Detection.
IEEE Trans. Multim.
Huaiwen Zhang, Shengsheng Qian, Quan Fang, Changsheng Xu
2022 J jnl
Multi-Object Tracking With Spatial-Temporal Topology-Based Detector.
IEEE Trans. Circuits Syst. Video Technol.
Sisi You, Hantao Yao, Changsheng Xu
2022 J jnl
Non-dominated sorting based multi-page photo collage.
Comput. Vis. Media
Yu Song, Fan Tang, Weiming Dong, Changsheng Xu
2022 J jnl
Prototype local-global alignment network for image-text retrieval.
Int. J. Multim. Inf. Retr.
Lingtao Meng, Feifei Zhang, Xi Zhang, Changsheng Xu
2022 — conf
Quantification of Artist Representativity within an Art Movement.
ICME Workshops
Yuxin Zhang, Fan Tang, Weiming Dong, Changsheng Xu
2022 A* conf
Relative Alignment Network for Source-Free Multimodal Video Domain Adaptation.
ACM Multimedia
Yi Huang, Xiaoshan Yang, Ji Zhang, Changsheng Xu
2022 A conf
Robustly Recognizing Irregular Scene Text by Rectifying Principle Irregularities.
WACV
Changsheng Xu, Yang Wang, Fan Bai, Jihong Guan, Shuigeng Zhou
2022 J jnl
Seek Common Ground While Reserving Differences: A Model-Agnostic Module for Noisy Domain Adaptation.
IEEE Trans. Multim.
Yukun Zuo, Hantao Yao, Liansheng Zhuang, Changsheng Xu
2022 J jnl
SgVA-CLIP: Semantic-guided Visual Adapting of Vision-Language Models for Few-shot Image Classification.
CoRR
Fang Peng, Xiaoshan Yang, Changsheng Xu
2022 J jnl
Special Section on Edge-AI for Connected Living.
ACM Trans. Internet Techn.
M. Shamim Hossain, Changsheng Xu, Josu Bilbao, Md. Abdur Rahman, Abdulmotaleb El Saddik, Mohamed Bin Zayed
2022 A* conf
StyTr
CVPR
Yingying Deng, Fan Tang, Weiming Dong, Chongyang Ma, Xingjia Pan, Lei Wang, Changsheng Xu
2022 J jnl
TCKGE: Transformers with contrastive learning for knowledge graph embedding.
Int. J. Multim. Inf. Retr.
Xiaowei Zhang, Quan Fang, Jun Hu, Shengsheng Qian, Changsheng Xu
2022 J jnl
Tell, Imagine, and Search: End-to-end Learning for Composing Text and Image to Image Retrieval.
ACM Trans. Multim. Comput. Commun. Appl.
Feifei Zhang, Mingliang Xu, Changsheng Xu
2022 J jnl
The Model May Fit You: User-Generalized Cross-Modal Retrieval.
IEEE Trans. Multim.
Xinhong Ma, Xiaoshan Yang, Junyu Gao, Changsheng Xu
2022 J jnl
Towards Corruption-Agnostic Robust Domain Adaptation.
ACM Trans. Multim. Comput. Commun. Appl.
Yifan Xu, Kekai Sheng, Weiming Dong, Baoyuan Wu, Changsheng Xu, Bao-Gang Hu
2022 J jnl
Transformers in computational visual media: A survey.
Comput. Vis. Media
Yifan Xu, HuaPeng Wei, Minxuan Lin, Yingying Deng, Kekai Sheng, Mengdan Zhang, Fan Tang, Weiming Dong, Feiyue Huang, Changsheng Xu
2022 J jnl
Understanding and Mitigating Overfitting in Prompt Tuning for Vision-Language Models.
CoRR
Chengcheng Ma, Yang Liu, Jiankang Deng, Lingxi Xie, Weiming Dong, Changsheng Xu
2022 J jnl
Weakly-Supervised Facial Expression Recognition in the Wild With Noisy Data.
IEEE Trans. Multim.
Feifei Zhang, Mingliang Xu, Changsheng Xu
2021 A* conf
Active Universal Domain Adaptation.
ICCV
Xinhong Ma, Junyu Gao, Changsheng Xu
2021 J jnl
Adversarial Multimodal Network for Movie Story Question Answering.
IEEE Trans. Multim.
Zhaoquan Yuan, Siyuan Sun, Lixin Duan, Changsheng Li, Xiao Wu, Changsheng Xu
2021 A* conf
Arbitrary Video Style Transfer via Multi-Channel Correlation.
AAAI
Yingying Deng, Fan Tang, Weiming Dong, Haibin Huang, Chongyang Ma, Changsheng Xu
2021 J jnl
Attention-Based Multi-Source Domain Adaptation.
IEEE Trans. Image Process.
Yukun Zuo, Hantao Yao, Changsheng Xu
2021 J jnl
Content-Based Visual Summarization for Image Collections.
IEEE Trans. Vis. Comput. Graph.
Xingjia Pan, Fan Tang, Weiming Dong, Chongyang Ma, Yiping Meng, Feiyue Huang, Tong-Yee Lee, Changsheng Xu
2021 J jnl
Contrastive Adaptive Propagation Graph Neural Networks for Efficient Graph Learning.
CoRR
Jun Hu, Shengsheng Qian, Quan Fang, Changsheng Xu
2021 J jnl
Contrastive Proposal Extension with LSTM Network for Weakly Supervised Object Detection.
CoRR
Pei Lv, Suqi Hu, Tianran Hao, Haohan Ji, Lisha Cui, Haoyi Fan, Mingliang Xu, Changsheng Xu
2021 J jnl
Density-Aware Multi-Task Learning for Crowd Counting.
IEEE Trans. Multim.
Xiaoheng Jiang, Li Zhang, Tianzhu Zhang, Pei Lv, Bing Zhou, Yanwei Pang, Mingliang Xu, Changsheng Xu
2021 J jnl
Distribution Aligned Multimodal and Multi-domain Image Stylization.
ACM Trans. Multim. Comput. Commun. Appl.
Minxuan Lin, Fan Tang, Weiming Dong, Xiao Li, Changsheng Xu, Chongyang Ma
2021 A conf
Diving Into The Relations: Leveraging Semantic and Visual Structures For Video Moment Retrieval.
ICME
Ziyue Wu, Junyu Gao, Shucheng Huang, Changsheng Xu
2021 A* conf
Dual Adversarial Graph Neural Networks for Multi-label Cross-modal Retrieval.
AAAI
Shengsheng Qian, Dizhan Xue, Huaiwen Zhang, Quan Fang, Changsheng Xu
2021 J jnl
DualVGR: A Dual-Visual Graph Reasoning Unit for Video Question Answering.
CoRR
Jianyu Wang, Bing-Kun Bao, Changsheng Xu
2021 J jnl
Dynamic Graph Learning Convolutional Networks for Semi-supervised Classification.
ACM Trans. Multim. Comput. Commun. Appl.
Sichao Fu, Weifeng Liu, Weili Guan, Yicong Zhou, Dapeng Tao, Changsheng Xu
2021 A* conf
ECKPN: Explicit Class Knowledge Propagation Network for Transductive Few-Shot Learning.
CVPR
Chaofan Chen, Xiaoshan Yang, Changsheng Xu, Xuhui Huang, Zhe Ma
2021 J jnl
ECKPN: Explicit Class Knowledge Propagation Network for Transductive Few-shot Learning.
CoRR
Chaofan Chen, Xiaoshan Yang, Changsheng Xu, Xuhui Huang, Zhe Ma
2021 A* conf
Efficient Graph Deep Learning in TensorFlow with tf_geometric.
ACM Multimedia
Jun Hu, Shengsheng Qian, Quan Fang, Youze Wang, Quan Zhao, Huaiwen Zhang, Changsheng Xu
2021 J jnl
Efficient Graph Deep Learning in TensorFlow with tf_geometric.
CoRR
Jun Hu, Shengsheng Qian, Quan Fang, Youze Wang, Quan Zhao, Huaiwen Zhang, Changsheng Xu
2021 J jnl
Emotion Knowledge Driven Video Highlight Detection.
IEEE Trans. Multim.
Fan Qi, Xiaoshan Yang, Changsheng Xu
2021 J jnl
Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer.
CoRR
Yifan Xu, Zhijie Zhang, Mengdan Zhang, Kekai Sheng, Ke Li, Weiming Dong, Liqing Zhang, Changsheng Xu, Xing Sun
2021 J jnl
Exploring the Representativity of Art Paintings.
IEEE Trans. Multim.
Yingying Deng, Fan Tang, Weiming Dong, Chongyang Ma, Feiyue Huang, Oliver Deussen, Changsheng Xu
2021 A* conf
Fast Video Moment Retrieval.
ICCV
Junyu Gao, Changsheng Xu
2021 — conf
Few-shot Egocentric Multimodal Activity Recognition.
MMAsia
Jinxing Pan, Xiaoshan Yang, Yi Huang, Changsheng Xu
2021 J jnl
GRecX: An Efficient and Unified Benchmark for GNN-based Recommendation.
CoRR
Desheng Cai, Jun Hu, Shengsheng Qian, Quan Fang, Quan Zhao, Changsheng Xu
2021 B conf
Global Relation-Aware Attention Network for Image-Text Retrieval.
ICMR
Jie Cao, Shengsheng Qian, Huaiwen Zhang, Quan Fang, Changsheng Xu
2021 J jnl
HAPGN: Hierarchical Attentive Pooling Graph Network for Point Cloud Segmentation.
IEEE Trans. Multim.
Chaofan Chen, Shengsheng Qian, Quan Fang, Changsheng Xu
2021 J jnl
Health Status Prediction with Local-Global Heterogeneous Behavior Graph.
CoRR
Xuan Ma, Xiaoshan Yang, Junyu Gao, Changsheng Xu
2021 J jnl
Health Status Prediction with Local-Global Heterogeneous Behavior Graph.
ACM Trans. Multim. Comput. Commun. Appl.
Xuan Ma, Xiaoshan Yang, Junyu Gao, Changsheng Xu
2021 J jnl
Heterogeneous Community Question Answering via Social-Aware Multi-Modal Co-Attention Convolutional Matching.
IEEE Trans. Multim.
Jun Hu, Shengsheng Qian, Quan Fang, Changsheng Xu
2021 A* conf
Hierarchical Multi-Task Learning for Diagram Question Answering with Multi-Modal Transformer.
ACM Multimedia
Zhaoquan Yuan, Xiao Peng, Xiao Wu, Changsheng Xu
2021 A* conf
Hierarchical Multi-modal Contextual Attention Network for Fake News Detection.
SIGIR
Shengsheng Qian, Jinguang Wang, Jun Hu, Quan Fang, Changsheng Xu
2021 J jnl
Joint Person Objectness and Repulsion for Person Search.
IEEE Trans. Image Process.
Hantao Yao, Changsheng Xu
2021 J jnl
Knowledge-aware Multi-modal Adaptive Graph Convolutional Networks for Fake News Detection.
ACM Trans. Multim. Comput. Commun. Appl.
Shengsheng Qian, Jun Hu, Quan Fang, Changsheng Xu
2021 J jnl
Knowledge-driven Egocentric Multimodal Activity Recognition.
ACM Trans. Multim. Comput. Commun. Appl.
Yi Huang, Xiaoshan Yang, Junyu Gao, Jitao Sang, Changsheng Xu
2021 J jnl
Learning Coarse-to-Fine Graph Neural Networks for Video-Text Retrieval.
IEEE Trans. Multim.
Wei Wang, Junyu Gao, Xiaoshan Yang, Changsheng Xu
2021 J jnl
Learning Dual-Pooling Graph Neural Networks for Few-Shot Video Classification.
IEEE Trans. Multim.
Yufan Hu, Junyu Gao, Changsheng Xu
2021 J jnl
Learning to Learn a Cold-start Sequential Recommender.
CoRR
Xiaowen Huang, Jitao Sang, Jian Yu, Changsheng Xu
2021 J jnl
Learning to Model Relationships for Zero-Shot Video Classification.
IEEE Trans. Pattern Anal. Mach. Intell.
Junyu Gao, Tianzhu Zhang, Changsheng Xu
2021 A conf
Meta-Learning Causal Feature Selection for Stable Prediction.
ICME
Zhaoquan Yuan, Xiao Peng, Xiao Wu, Bing-Kun Bao, Changsheng Xu
2021 J jnl
Metadata Connector: Exploiting Hashtag and Tag for Cross-OSN Event Search.
IEEE Trans. Multim.
Yuqi Gao, Jitao Sang, Chengpeng Fu, Zhengjia Wang, Tongwei Ren, Changsheng Xu
2021 A* conf
Multi-Level Counterfactual Contrast for Visual Commonsense Reasoning.
ACM Multimedia
Xi Zhang, Feifei Zhang, Changsheng Xu
2021 J jnl
Multi-Target Multi-Camera Tracking With Optical-Based Pose Association.
IEEE Trans. Circuits Syst. Video Technol.
Sisi You, Hantao Yao, Changsheng Xu
2021 J jnl
Multimodal Disentangled Domain Adaption for Social Media Event Rumor Detection.
IEEE Trans. Multim.
Huaiwen Zhang, Shengsheng Qian, Quan Fang, Changsheng Xu
2021 A* conf
Multimodal Global Relation Knowledge Distillation for Egocentric Action Anticipation.
ACM Multimedia
Yi Huang, Xiaoshan Yang, Changsheng Xu
2021 J jnl
PEN: Pose-Embedding Network for Pedestrian Detection.
IEEE Trans. Circuits Syst. Video Technol.
Yifan Jiao, Hantao Yao, Changsheng Xu
2021 J jnl
Part-based Structured Representation Learning for Person Re-identification.
ACM Trans. Multim. Comput. Commun. Appl.
Yaoyu Li, Hantao Yao, Tianzhu Zhang, Changsheng Xu
2021 J jnl
SAN: Selective Alignment Network for Cross-Domain Pedestrian Detection.
IEEE Trans. Image Process.
Yifan Jiao, Hantao Yao, Changsheng Xu
2021 J jnl
SSAGCN: Social Soft Attention Graph Convolution Network for Pedestrian Trajectory Prediction.
CoRR
Pei Lv, Wentong Wang, Yunxin Wang, Yuzhen Zhang, Mingliang Xu, Changsheng Xu
2021 J jnl
SiamCPN: Visual tracking with the Siamese center-prediction network.
Comput. Vis. Media
Dong Chen, Fan Tang, Weiming Dong, Hanxing Yao, Changsheng Xu
2021 J jnl
StyTr^2: Unbiased Image Style Transfer with Transformers.
CoRR
Yingying Deng, Fan Tang, Xingjia Pan, Weiming Dong, Chongyang Ma, Changsheng Xu
2021 J jnl
TEST: Triplet Ensemble Student-Teacher Model for Unsupervised Person Re-Identification.
IEEE Trans. Image Process.
Yaoyu Li, Hantao Yao, Changsheng Xu
2021 — conf
Text Style Transfer With Decorative Elements.
MIPR
Yuting Ma, Fan Tang, Weiming Dong, Changsheng Xu
2021 J jnl
Towards Corruption-Agnostic Robust Domain Adaptation.
CoRR
Yifan Xu, Kekai Sheng, Weiming Dong, Baoyuan Wu, Changsheng Xu, Bao-Gang Hu
2021 J jnl
Unified Cross-domain Classification via Geometric and Statistical Adaptations.
Pattern Recognit.
Weifeng Liu, Jinfeng Li, Bao-Di Liu, Weili Guan, Yicong Zhou, Changsheng Xu
2021 J jnl
Unsupervised Video Summarization via Relation-Aware Assignment Learning.
IEEE Trans. Multim.
Junyu Gao, Xiaoshan Yang, Yingying Zhang, Changsheng Xu
2021 A* conf
Unveiling the Potential of Structure Preserving for Weakly Supervised Object Localization.
CVPR
Xingjia Pan, Yingguo Gao, Zhiwen Lin, Fan Tang, Weiming Dong, Haolei Yuan, Feiyue Huang, Changsheng Xu
2021 J jnl
Unveiling the Potential of Structure Preserving for Weakly Supervised Object Localization.
CoRR
Xingjia Pan, Yingguo Gao, Zhiwen Lin, Fan Tang, Weiming Dong, Haolei Yuan, Feiyue Huang, Changsheng Xu
2021 J jnl
User-Guided Personalized Image Aesthetic Assessment based on Deep Reinforcement Learning.
CoRR
Pei Lv, Jianqi Fan, Xixi Nie, Weiming Dong, Xiaoheng Jiang, Bing Zhou, Mingliang Xu, Changsheng Xu
2021 J jnl
Weakly-Supervised Video Object Grounding via Causal Intervention.
CoRR
Wei Wang, Junyu Gao, Changsheng Xu
2021 A* conf
Weakly-Supervised Video Object Grounding via Stable Context Learning.
ACM Multimedia
Wei Wang, Junyu Gao, Changsheng Xu
2021 A* conf
Zero-shot Video Emotion Recognition via Multimodal Protagonist-aware Transformer Network.
ACM Multimedia
Fan Qi, Xiaoshan Yang, Changsheng Xu
2020 J jnl
A Unified Deep Model for Joint Facial Expression Recognition, Face Synthesis, and Face Alignment.
IEEE Trans. Image Process.
Feifei Zhang, Tianzhu Zhang, Qirong Mao, Changsheng Xu
2020 J jnl
Adaptive Adversarial Logits Pairing.
CoRR
Shangxi Wu, Jitao Sang, Kaiyuan Xu, Guanhua Zheng, Changsheng Xu
2020 A* conf
Arbitrary Style Transfer via Multi-Adaptation Network.
ACM Multimedia
Yingying Deng, Fan Tang, Weiming Dong, Wen Sun, Feiyue Huang, Changsheng Xu
2020 J jnl
Arbitrary Style Transfer via Multi-Adaptation Network.
CoRR
Yingying Deng, Fan Tang, Weiming Dong, Wen Sun, Feiyue Huang, Changsheng Xu
2020 J jnl
Arbitrary Video Style Transfer via Multi-Channel Correlation.
CoRR
Yingying Deng, Fan Tang, Weiming Dong, Haibin Huang, Chongyang Ma, Changsheng Xu
2020 J jnl
Asymmetric multi-stage CNNs for small-scale pedestrian detection.
Neurocomputing
Shan Zhang, Xiaoshan Yang, Yanxia Liu, Changsheng Xu
2020 J jnl
Attribute-Induced Bias Eliminating for Transductive Zero-Shot Learning.
CoRR
Hantao Yao, Shaobo Min, Yongdong Zhang, Changsheng Xu
2020 — conf
Autosoccer: An Automatic Soccer Live Broadcasting Generator.
ICME Workshops
Chunyang Li, Zhineng Chen, Caiyan Jia, Hongyun Bao, Changsheng Xu
2020 — conf
Beyond Literal Visual Modeling: Understanding Image Metaphor Based on Literal-Implied Concept Mapping.
MMM (1)
Chengpeng Fu, Jinqiang Wang, Jitao Sang, Jian Yu, Changsheng Xu
2020 J jnl
CI-GNN: Building a Category-Instance Graph for Zero-Shot Video Classification.
IEEE Trans. Multim.
Junyu Gao, Changsheng Xu
2020 A conf
Category-Level Adversarial Self-Ensembling for Domain Adaptation.
ICME
Yukun Zuo, Hantao Yao, Changsheng Xu
2020 J jnl
Cross-domain personalized image captioning.
Multim. Tools Appl.
Cuirong Long, Xiaoshan Yang, Changsheng Xu
2020 — conf
Destylization of text with decorative elements.
MMAsia
Yuting Ma, Fan Tang, Weiming Dong, Changsheng Xu
2020 J jnl
Discriminative multimodal embedding for event classification.
Neurocomputing
Fan Qi, Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu
2020 J jnl
Distribution Aligned Multimodal and Multi-Domain Image Stylization.
CoRR
Minxuan Lin, Fan Tang, Weiming Dong, Xiao Li, Chongyang Ma, Changsheng Xu
2020 A* conf
Dynamic Refinement Network for Oriented and Densely Packed Object Detection.
CVPR
Xingjia Pan, Yuqiang Ren, Kekai Sheng, Weiming Dong, Haolei Yuan, Xiaowei Guo, Chongyang Ma, Changsheng Xu
2020 J jnl
Dynamic Refinement Network for Oriented and Densely Packed Object Detection.
CoRR
Xingjia Pan, Yuqiang Ren, Kekai Sheng, Weiming Dong, Haolei Yuan, Xiaowei Guo, Chongyang Ma, Changsheng Xu
2020 J jnl
Editorial.
Multim. Syst.
Changsheng Xu
2020 J jnl
Effective Label Propagation for Discriminative Semi-Supervised Domain Adaptation.
CoRR
Zhiyong Huang, Kekai Sheng, Weiming Dong, Xing Mei, Chongyang Ma, Feiyue Huang, Dengwen Zhou, Changsheng Xu
2020 B conf
Fake News Detection via Knowledge-driven Multimodal Graph Convolutional Networks.
ICMR
Youze Wang, Shengsheng Qian, Jun Hu, Quan Fang, Changsheng Xu
2020 A* conf
Find Objects and Focus on Highlights: Mining Object Semantics for Video Highlight Detection via Graph Neural Networks.
AAAI
Yingying Zhang, Junyu Gao, Xiaoshan Yang, Chang Liu, Yan Li, Changsheng Xu
2020 A conf
GAEAT: Graph Auto-Encoder Attention Networks for Knowledge Graph Completion.
CIKM
Yanfei Han, Quan Fang, Jun Hu, Shengsheng Qian, Changsheng Xu
2020 J jnl
Geometry Guided Pose-Invariant Facial Expression Recognition.
IEEE Trans. Image Process.
Feifei Zhang, Tianzhu Zhang, Qirong Mao, Changsheng Xu
2020 J jnl
IEEE Access Special Section Editorial: Mobile Multimedia for Healthcare.
IEEE Access
M. Shamim Hossain, Stefan Göbel, Changsheng Xu, Abdulmotaleb El Saddik
2020 A* conf
Joint Attribute Manipulation and Modality Alignment Learning for Composing Text and Image to Image Retrieval.
ACM Multimedia
Feifei Zhang, Mingliang Xu, Qirong Mao, Changsheng Xu
2020 J jnl
Joint Person Objectness and Repulsion for Person Search.
CoRR
Hantao Yao, Changsheng Xu
2020 J jnl
Knowledge-Based Topic Model for Multi-Modal Social Event Analysis.
IEEE Trans. Multim.
Feng Xue, Richang Hong, Xiangnan He, Jianwei Wang, Shengsheng Qian, Changsheng Xu
2020 J jnl
Knowledge-aware Attentive Wasserstein Adversarial Dialogue Response Generation.
ACM Trans. Intell. Syst. Technol.
Yingying Zhang, Quan Fang, Shengsheng Qian, Changsheng Xu
2020 — conf
Local structure alignment guided domain adaptation with few source samples.
MMAsia
Yuying Cai, Jinfeng Li, Bao-Di Liu, Weifeng Liu, Kai Zhang, Changsheng Xu
2020 J jnl
MMCGAN: Generative Adversarial Network with Explicit Manifold Prior.
CoRR
Guanhua Zheng, Jitao Sang, Changsheng Xu
2020 J jnl
Meta-path Augmented Sequential Recommendation with Contextual Co-attention Network.
ACM Trans. Multim. Comput. Commun. Appl.
Xiaowen Huang, Shengsheng Qian, Quan Fang, Jitao Sang, Changsheng Xu
2020 J jnl
Multi-Attribute Guided Painting Generation.
CoRR
Minxuan Lin, Yingying Deng, Fan Tang, Weiming Dong, Changsheng Xu
2020 J jnl
Multi-Level Correlation Adversarial Hashing for Cross-Modal Retrieval.
IEEE Trans. Multim.
Xinhong Ma, Tianzhu Zhang, Changsheng Xu
2020 — conf
Multi-attribute Guided Painting Generation.
MIPR
Minxuan Lin, Yingying Deng, Fan Tang, Weiming Dong, Changsheng Xu
2020 — conf
Multi-hop Interactive Cross-Modal Retrieval.
MMM (2)
Xuecheng Ning, Xiaoshan Yang, Changsheng Xu
2020 A* conf
Multi-modal Attentive Graph Pooling Model for Community Question Answer Matching.
ACM Multimedia
Jun Hu, Quan Fang, Shengsheng Qian, Changsheng Xu
2020 A* conf
Multi-modal Multi-relational Feature Aggregation Network for Medical Knowledge Representation Learning.
ACM Multimedia
Yingying Zhang, Quan Fang, Shengsheng Qian, Changsheng Xu
2020 J jnl
Multimodal graph convolutional networks for high quality content recognition.
Neurocomputing
Jinguang Wang, Jun Hu, Shengsheng Qian, Quan Fang, Changsheng Xu
2020 J jnl
Relative coordinates constraint for face alignment.
Neurocomputing
Fudong Nian, Teng Li, Bing-Kun Bao, Changsheng Xu
2020 J jnl
Self-Supervised Feature Augmentation for Large Image Object Detection.
IEEE Trans. Image Process.
Xingjia Pan, Fan Tang, Weiming Dong, Yang Gu, Zhichao Song, Yiping Meng, Pengfei Xu, Oliver Deussen, Changsheng Xu
2020 — conf
Structured Neural Motifs: Scene Graph Parsing via Enhanced Context.
MMM (2)
Yiming Li, Xiaoshan Yang, Changsheng Xu
2019 J jnl
A
ACM Trans. Multim. Comput. Commun. Appl.
Jun Hu, Shengsheng Qian, Quan Fang, Xueliang Liu, Changsheng Xu
2019 J jnl
A Generalization Theory based on Independent and Task-Identically Distributed Assumption.
CoRR
Guanhua Zheng, Jitao Sang, Houqiang Li, Jian Yu, Changsheng Xu
2019 A* conf
Adaptive Feature Fusion via Graph Neural Network for Person Re-identification.
ACM Multimedia
Yaoyu Li, Hantao Yao, Lingyu Duan, Hanxing Yao, Changsheng Xu
2019 — conf
Balance-Based Photo Posting.
SIGGRAPH Asia Posters
Yu Song, Fan Tang, Weiming Dong, Feiyue Huang, Changsheng Xu
2019 A* conf
Biomedia ACM MM Grand Challenge 2019: Using Data Enhancement to Solve Sample Unbalance.
ACM Multimedia
Wenhua Meng, Shan Zhang, Xudong Yao, Xiaoshan Yang, Changsheng Xu, Xiaowen Huang
2019 J jnl
DR
Neurocomputing
Hantao Yao, Feng Dai, Shiliang Zhang, Yongdong Zhang, Qi Tian, Changsheng Xu
2019 J jnl
Deep Multi-Modality Adversarial Networks for Unsupervised Domain Adaptation.
IEEE Trans. Multim.
Xinhong Ma, Tianzhu Zhang, Changsheng Xu
2019 J jnl
Deep Representation Learning With Part Loss for Person Re-Identification.
IEEE Trans. Image Process.
Hantao Yao, Shiliang Zhang, Richang Hong, Yongdong Zhang, Changsheng Xu, Qi Tian
2019 J jnl
Depth Information Guided Crowd Counting for complex crowd scenes.
Pattern Recognit. Lett.
Mingliang Xu, Zhaoyang Ge, Xiaoheng Jiang, Gaoge Cui, Pei Lv, Bing Zhou, Changsheng Xu
2019 A* conf
Explainable Interaction-driven User Modeling over Knowledge Graph for Sequential Recommendation.
ACM Multimedia
Xiaowen Huang, Quan Fang, Shengsheng Qian, Jitao Sang, Yan Li, Changsheng Xu
2019 B conf
Exploring Feature Representation and Training Strategies in Temporal Action Localization.
ICIP
Tingting Xie, Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu, Ioannis Patras
2019 J jnl
Exploring Feature Representation and Training strategies in Temporal Action Localization.
CoRR
Tingting Xie, Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu, Ioannis Patras
2019 A* conf
GCAN: Graph Convolutional Adversarial Network for Unsupervised Domain Adaptation.
CVPR
Xinhong Ma, Tianzhu Zhang, Changsheng Xu
2019 A* conf
Graph Convolutional Tracking.
CVPR
Junyu Gao, Tianzhu Zhang, Changsheng Xu
2019 A* conf
Hierarchical Graph Semantic Pooling Network for Multi-modal Community Question Answer Matching.
ACM Multimedia
Jun Hu, Shengsheng Qian, Quan Fang, Changsheng Xu
2019 A* conf
I Know the Relationships: Zero-Shot Action Recognition via Two-Stream Graph Convolutional Networks and Knowledge Graphs.
AAAI
Junyu Gao, Tianzhu Zhang, Changsheng Xu
2019 J jnl
Image Captioning by Asking Questions.
ACM Trans. Multim. Comput. Commun. Appl.
Xiaoshan Yang, Changsheng Xu
2019 J jnl
Learning Multi-Task Correlation Particle Filters for Visual Tracking.
IEEE Trans. Pattern Anal. Mach. Intell.
Tianzhu Zhang, Changsheng Xu, Ming-Hsuan Yang
2019 — ed.
MMAsia '19: ACM Multimedia Asia, Beijing, China, December 16-18, 2019
MMAsia
Changsheng Xu, Mohan S. Kankanhalli, Kiyoharu Aizawa, Shuqiang Jiang, Roger Zimmermann, Wen-Huang Cheng
2019 A* conf
Market2Dish: A Health-aware Food Recommendation System.
ACM Multimedia
Hao Jiang, Wenjie Wang, Meng Liu, Liqiang Nie, Ling-Yu Duan, Changsheng Xu
2019 A* conf
Multi-modal Knowledge-aware Event Memory Network for Social Media Rumor Detection.
ACM Multimedia
Huaiwen Zhang, Quan Fang, Shengsheng Qian, Changsheng Xu
2019 A* conf
Multi-modal Knowledge-aware Hierarchical Attention Network for Explainable Medical Question Answering.
ACM Multimedia
Yingying Zhang, Shengsheng Qian, Quan Fang, Changsheng Xu
2019 J jnl
Multi-modal max-margin supervised topic model for social event analysis.
Multim. Tools Appl.
Feng Xue, Jianwei Wang, Shengsheng Qian, Tianzhu Zhang, Xueliang Liu, Changsheng Xu
2019 B conf
Multimodal Latent Factor Model with Language Constraint for Predicate Detection.
ICIP
Xuan Ma, Bing-Kun Bao, Lingling Yao, Changsheng Xu
2019 J jnl
Robust Structural Sparse Tracking.
IEEE Trans. Pattern Anal. Mach. Intell.
Tianzhu Zhang, Changsheng Xu, Ming-Hsuan Yang
2019 J jnl
SMART: Joint Sampling and Regression for Visual Tracking.
IEEE Trans. Image Process.
Junyu Gao, Tianzhu Zhang, Changsheng Xu
2019 J jnl
Selective clustering for representative paintings selection.
Multim. Tools Appl.
Yingying Deng, Fan Tang, Weiming Dong, Fuzhang Wu, Oliver Deussen, Changsheng Xu
2019 — conf
Sentiment-Aware Multi-modal Recommendation on Tourist Attractions.
MMM (1)
Junyi Wang, Bing-Kun Bao, Changsheng Xu
2019 — conf
Time-Guided High-Order Attention Model of Longitudinal Heterogeneous Healthcare Data.
PRICAI (1)
Yi Huang, Xiaoshan Yang, Changsheng Xu
2019 J jnl
Time-Guided High-Order Attention Model of Longitudinal Heterogeneous Healthcare Data.
CoRR
Yi Huang, Xiaoshan Yang, Changsheng Xu
2019 C conf
Unpaired Images based Generator Architecture for Facial Expression Recognition.
VCIP
Xi Zhang, Feifei Zhang, Changsheng Xu
2019 J jnl
Video Highlight Detection via Region-Based Deep Ranking Model.
Int. J. Pattern Recognit. Artif. Intell.
Yifan Jiao, Tianzhu Zhang, Shucheng Huang, Bin Liu, Changsheng Xu
2018 — conf
A Standalone Demo for Quiz Game "Describe and Guess".
MIPR
Yikun Sheng, Xiaoshan Yang, Changsheng Xu
2018 A* conf
A Unified Framework for Multimodal Domain Adaptation.
ACM Multimedia
Fan Qi, Xiaoshan Yang, Changsheng Xu
2018 A* conf
A Unified Generative Adversarial Framework for Image Generation and Person Re-identification.
ACM Multimedia
Yaoyu Li, Tianzhu Zhang, Lingyu Duan, Changsheng Xu
2018 J jnl
Advances in Next-Generation Networking Technologies for Smart Healthcare.
IEEE Commun. Mag.
M. Shamim Hossain, Changsheng Xu, Ying Li, Josu Bilbao, Abdulmotaleb El Saddik
2018 A* conf
Attentive Interactive Convolutional Matching for Community Question Answering in Social Multimedia.
ACM Multimedia
Jun Hu, Shengsheng Qian, Quan Fang, Changsheng Xu
2018 — conf
Attribute-Assisted Domain Transfer from Image to Sketch.
MIPR
Yikun Sheng, Xiaoshan Yang, Xueliang Liu, Changsheng Xu
2018 A* conf
CSAN: Contextual Self-Attention Network for User Sequential Recommendation.
ACM Multimedia
Xiaowen Huang, Shengsheng Qian, Quan Fang, Jitao Sang, Changsheng Xu
2018 J jnl
Correlation Particle Filter for Visual Tracking.
IEEE Trans. Image Process.
Tianzhu Zhang, Si Liu, Changsheng Xu, Bin Liu, Ming-Hsuan Yang
2018 J jnl
Cross-Domain Collaborative Learning via Discriminative Nonparametric Bayesian Model.
IEEE Trans. Multim.
Shengsheng Qian, Tianzhu Zhang, Changsheng Xu
2018 J jnl
Deep-Structured Event Modeling for User-Generated Photos.
IEEE Trans. Multim.
Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu
2018 A conf
Entity Competition Network for Video Classification.
ICME
Kang Shi, Weiqiang Wang, Changsheng Xu
2018 A* conf
Facial Expression Recognition in the Wild: A Cycle-Consistent Adversarial Attention Transfer Approach.
ACM Multimedia
Feifei Zhang, Tianzhu Zhang, Qirong Mao, Lingyu Duan, Changsheng Xu
2018 J jnl
IEEE Access Special Section Editorial: Advances of Multisensory Services and Technologies for Healthcare in Smart Cities.
IEEE Access
M. Shamim Hossain, Changsheng Xu, Stefan Göbel, Abdulmotaleb El Saddik
2018 A* conf
Joint Pose and Expression Modeling for Facial Expression Recognition.
CVPR
Feifei Zhang, Tianzhu Zhang, Qirong Mao, Changsheng Xu
2018 A* conf
Learning Multimodal Taxonomy via Variational Deep Graph Embedding and Clustering.
ACM Multimedia
Huaiwen Zhang, Quan Fang, Shengsheng Qian, Changsheng Xu
2018 — conf
Learning semantic topics for domain-adapted textual knowledge transfer.
ICIMCS
Jie Fu, Shucheng Huang, Tianzhu Zhang, Changsheng Xu
2018 J jnl
Online Multimodal Multiexpert Learning for Social Event Tracking.
IEEE Trans. Multim.
Shengsheng Qian, Tianzhu Zhang, Changsheng Xu
2018 J jnl
P2T: Part-to-Target Tracking via Deep Regression Learning.
IEEE Trans. Image Process.
Junyu Gao, Tianzhu Zhang, Xiaoshan Yang, Changsheng Xu
2018 — conf
Representation Learning of Knowledge Graphs with Entity Attributes and Multimedia Descriptions.
BigMM
Yukun Zuo, Quan Fang, Shengsheng Qian, Xiaorui Zhang, Changsheng Xu
2018 A conf
Scene Recognition via Bi-enhanced Knowledge Space Learning.
ICS
Jin Zhang, Bing-Kun Bao, Changsheng Xu
2018 J jnl
Social Relationship Labeling Based on Multimodal Behaviors and Social Interactions.
IEEE Multim.
Xiaowen Huang, Changsheng Xu, Liancheng Xiang, Jitao Sang
2018 J jnl
Text2Video: An End-to-end Learning Framework for Expressing Text With Videos.
IEEE Trans. Multim.
Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu
2018 — conf
The Sixth Visual Object Tracking VOT2018 Challenge Results.
ECCV Workshops (1)
Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Luka Cehovin Zajc, Tomás Vojír, Goutam Bhat, Alan Lukezic, Abdelrahman Eldesokey, Gustavo Fernández, Álvaro García-Martín, Álvaro Iglesias-Arias, A. Aydin Alatan, Abel González-García, Alfredo Petrosino, Alireza Memarmoghadam, Andrea Vedaldi, Andrej Muhic, Anfeng He, Arnold W. M. Smeulders, Asanka G. Perera, Bo Li, Boyu Chen, Changick Kim, Changsheng Xu, Changzhen Xiong, Cheng Tian, Chong Luo, Chong Sun, Cong Hao, Daijin Kim, Deepak Mishra, Deming Chen, Dong Wang, Dongyoon Wee, Efstratios Gavves, Erhan Gundogdu, Erik Velasco-Salido, Fahad Shahbaz Khan, Fan Yang, Fei Zhao, Feng Li, Francesco Battistone, George De Ath, Gorthi R. K. Sai Subrahmanyam, Guilherme Sousa Bastos, Haibin Ling, Hamed Kiani Galoogahi, Hankyeol Lee, Haojie Li, Haojie Zhao, Heng Fan, Honggang Zhang, Horst Possegger, Houqiang Li, Huchuan Lu, Hui Zhi, Huiyun Li, Hyemin Lee, Hyung Jin Chang, Isabela Drummond, Jack Valmadre, Jaime Spencer Martin, Javaan Singh Chahl, Jin Young Choi, Jing Li, Jinqiao Wang, Jinqing Qi, Jinyoung Sung, Joakim Johnander, João F. Henriques, Jongwon Choi, Joost van de Weijer, Jorge Rodríguez Herranz, José M. Martínez, Josef Kittler, Junfei Zhuang, Junyu Gao, Klemen Grm, Lichao Zhang, Lijun Wang, Lingxiao Yang, Litu Rout, Liu Si, Luca Bertinetto, Lutao Chu, Manqiang Che, Mario Edoardo Maresca, Martin Danelljan, Ming-Hsuan Yang, Mohamed H. Abdelpakey, Mohamed Shehata, Myunggu Kang, Namhoon Lee, Ning Wang, Ondrej Miksik, Payman Moallem, Pablo Vicente-Moñivar, Pedro Senna, Peixia Li, Philip H. S. Torr, Priya Mariam Raju, Ruihe Qian, Qiang Wang, Qin Zhou, Qing Guo, Rafael Martin Nieto, Rama Krishna Sai Subrahmanyam Gorthi, Ran Tao, Richard Bowden, Richard M. Everson, Runling Wang, Sangdoo Yun, Seokeon Choi, Sergio Vivas, Shuai Bai, Shuangping Huang, Sihang Wu, Simon Hadfield, Siwen Wang, Stuart Golodetz, Ming Tang, Tianyang Xu, Tianzhu Zhang, Tobias Fischer, Vincenzo Santopietro, Vitomir Struc, Wei Wang, Wangmeng Zuo, Wei Feng, Wei Wu, Wei Zou, Weiming Hu, Wengang Zhou, Wenjun Zeng, Xiaofan Zhang, Xiaohe Wu, Xiao-Jun Wu, Xinmei Tian, Yan Li, Yan Lu, Yee Wei Law, Yi Wu, Yiannis Demiris, Yicai Yang, Yifan Jiao, Yuhong Li, Yunhua Zhang, Yuxuan Sun, Zheng Zhang, Zheng Zhu, Zhenhua Feng, Zhihui Wang, Zhiqun He
2018 J jnl
Understanding Dynamic Cross-OSN Associations for Cold-Start Recommendation.
IEEE Trans. Multim.
Jitao Sang, Ming Yan, Changsheng Xu
2018 A* conf
Watch, Think and Attend: End-to-End Video Classification via Dynamic Knowledge Evolution Modeling.
ACM Multimedia
Junyu Gao, Tianzhu Zhang, Changsheng Xu
2017 — conf
A Demo for Image-Based Personality Test.
MMM (2)
Huaiwen Zhang, Jiaming Zhang, Jitao Sang, Changsheng Xu
2017 B conf
A Generic Framework for Social Event Analysis.
ICMR
Shengsheng Qian, Tianzhu Zhang, Changsheng Xu
2017 A* conf
A Unified Personalized Video Recommendation via Dynamic Recurrent Neural Networks.
ACM Multimedia
Junyu Gao, Tianzhu Zhang, Changsheng Xu
2017 J jnl
A discriminative graph inferring framework towards weakly supervised image parsing.
Multim. Syst.
Lei Yu, Bing-Kun Bao, Changsheng Xu
2017 J jnl
Cloud-Based Multimedia Services for healthcare and other related applications.
Future Gener. Comput. Syst.
M. Shamim Hossain, Changsheng Xu, Abdel Monim Artoli, M. Manzur Murshed, Stefan Göbel
2017 J jnl
Cross-media analysis and reasoning: advances and directions.
Frontiers Inf. Technol. Electron. Eng.
Yuxin Peng, Wenwu Zhu, Yao Zhao, Changsheng Xu, Qingming Huang, Hanqing Lu, Qing-Hua Zheng, Tiejun Huang, Wen Gao
2017 J jnl
Deep Relative Tracking.
IEEE Trans. Image Process.
Junyu Gao, Tianzhu Zhang, Xiaoshan Yang, Changsheng Xu
2017 — conf
Demographic Attribute Inference from Social Multimedia Behaviors: A Cross-OSN Approach.
MMM (1)
Liancheng Xiang, Jitao Sang, Changsheng Xu
2017 J jnl
Exploiting Social-Mobile Information for Location Visualization.
ACM Trans. Intell. Syst. Technol.
Jitao Sang, Quan Fang, Changsheng Xu
2017 A* conf
Hashtag-centric Immersive Search on Social Media.
ACM Multimedia
Yuqi Gao, Jitao Sang, Tongwei Ren, Changsheng Xu
2017 J jnl
Hashtag-centric Immersive Search on Social Media.
CoRR
Yuqi Gao, Jitao Sang, Tongwei Ren, Changsheng Xu
2017 J jnl
Impact of Next-Generation Mobile Technologies on IoT-Cloud Convergence.
IEEE Commun. Mag.
M. Shamim Hossain, Changsheng Xu, Ying Li, Al-Sakib Khan Pathan, Josu Bilbao, Wenjun Zeng, Abdulmotaleb El Saddik
2017 J jnl
Learning explicit video attributes from mid-level representation for video captioning.
Comput. Vis. Image Underst.
Fudong Nian, Teng Li, Yan Wang, Xinyu Wu, Bingbing Ni, Changsheng Xu
2017 A* conf
Multi-Modal Knowledge Representation Learning via Webly-Supervised Relationships Mining.
ACM Multimedia
Fudong Nian, Bing-Kun Bao, Teng Li, Changsheng Xu
2017 A* conf
Multi-task Correlation Particle Filter for Robust Object Tracking.
CVPR
Tianzhu Zhang, Changsheng Xu, Ming-Hsuan Yang
2017 — conf
The Visual Object Tracking VOT2017 Challenge Results.
ICCV Workshops
Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Luka Cehovin Zajc, Tomas Vojir, Gustav Häger, Alan Lukezic, Abdelrahman Eldesokey, Gustavo Fernández, Álvaro García-Martín, Andrej Muhic, Alfredo Petrosino, Alireza Memarmoghadam, Andrea Vedaldi, Antoine Manzanera, Antoine Tran, A. Aydin Alatan, Bogdan Mocanu, Boyu Chen, Chang Huang, Changsheng Xu, Chong Sun, Dalong Du, David Zhang, Dawei Du, Deepak Mishra, Erhan Gundogdu, Erik Velasco-Salido, Fahad Shahbaz Khan, Francesco Battistone, Gorthi R. K. Sai Subrahmanyam, Goutam Bhat, Guan Huang, Guilherme Sousa Bastos, Guna Seetharaman, Hongliang Zhang, Houqiang Li, Huchuan Lu, Isabela Drummond, Jack Valmadre, Jae-chan Jeong, Jaeil Cho, Jae-Yeong Lee, Jana Noskova, Jianke Zhu, Jin Gao, Jingyu Liu, Ji-Wan Kim, João F. Henriques, José M. Martínez, Junfei Zhuang, Junliang Xing, Junyu Gao, Kai Chen, Kannappan Palaniappan, Karel Lebeda, Ke Gao, Kris M. Kitani, Lei Zhang, Lijun Wang, Lingxiao Yang, Longyin Wen, Luca Bertinetto, Mahdieh Poostchi, Martin Danelljan, Matthias Mueller, Mengdan Zhang, Ming-Hsuan Yang, Nianhao Xie, Ning Wang, Ondrej Miksik, Payman Moallem, Pallavi M. Venugopal, Pedro Senna, Philip H. S. Torr, Qiang Wang, Qifeng Yu, Qingming Huang, Rafael Martin Nieto, Richard Bowden, Risheng Liu, Ruxandra Tapu, Simon Hadfield, Siwei Lyu, Stuart Golodetz, Sunglok Choi, Tianzhu Zhang, Titus Zaharia, Vincenzo Santopietro, Wei Zou, Weiming Hu, Wenbing Tao, Wenbo Li, Wengang Zhou, Xianguo Yu, Xiao Bian, Yang Li, Yifan Xing, Yingruo Fan, Zheng Zhu, Zhipeng Zhang, Zhiqun He
2017 A* conf
Towards SMP Challenge: Stacking of Diverse Models for Social Image Popularity Prediction.
ACM Multimedia
Xiaowen Huang, Yuqi Gao, Quan Fang, Jitao Sang, Changsheng Xu
2017 J jnl
Understanding Deep Learning Generalization by Maximum Entropy.
CoRR
Guanhua Zheng, Jitao Sang, Changsheng Xu
2017 C conf
Video Highlight Detection via Deep Ranking Modeling.
PSIVT
Yifan Jiao, Xiaoshan Yang, Tianzhu Zhang, Shucheng Huang, Changsheng Xu
2016 J jnl
A Unified Video Recommendation by Cross-Network User Modeling.
ACM Trans. Multim. Comput. Commun. Appl.
Ming Yan, Jitao Sang, Changsheng Xu, M. Shamim Hossain
2016 A* conf
Abnormal Event Discovery in User Generated Photos.
ACM Multimedia
Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu
2016 J jnl
An incremental probabilistic model for temporal theme analysis of landmarks.
Multim. Syst.
Weiqing Min, Bing-Kun Bao, Changsheng Xu
2016 J jnl
Deep Relative Attributes.
IEEE Trans. Multim.
Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu, Shuicheng Yan, M. Shamim Hossain, Ahmed Ghoneim
2016 J jnl
Folksonomy-Based Visual Ontology Construction and Its Applications.
IEEE Trans. Multim.
Quan Fang, Changsheng Xu, Jitao Sang, M. Shamim Hossain, Ahmed Ghoneim
2016 J jnl
Modelling Temporal Information Using Discrete Fourier Transform for Video Classification.
CoRR
Haimin Zhang, Min Xu, Changsheng Xu, Ramesh C. Jain
2016 J jnl
Multi-Modal Event Topic Model for Social Event Analysis.
IEEE Trans. Multim.
Shengsheng Qian, Tianzhu Zhang, Changsheng Xu, Jie Shao
2016 A* conf
Multi-modal Multi-view Topic-opinion Mining for Social Event Analysis.
ACM Multimedia
Shengsheng Qian, Tianzhu Zhang, Changsheng Xu
2016 J jnl
Note onset detection based on sparse decomposition.
Multim. Tools Appl.
Xi Shao, Wenming Gui, Changsheng Xu
2016 J jnl
Robust Visual Tracking via Exclusive Context Modeling.
IEEE Trans. Cybern.
Tianzhu Zhang, Bernard Ghanem, Si Liu, Changsheng Xu, Narendra Ahuja
2016 J jnl
STCAPLRS: A Spatial-Temporal Context-Aware Personalized Location Recommendation System.
ACM Trans. Intell. Syst. Technol.
Quan Fang, Changsheng Xu, M. Shamim Hossain, Ghulam Muhammad
2016 J jnl
Semantic Feature Mining for Video Event Understanding.
ACM Trans. Multim. Comput. Commun. Appl.
Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu
2016 C conf
Social Multimedia Ming: From Special to General.
ISM
Jitao Sang, Changsheng Xu, Ramesh C. Jain
2016 A* conf
Structural Correlation Filter for Robust Visual Tracking.
CVPR
Si Liu, Tianzhu Zhang, Xiaochun Cao, Changsheng Xu
2016 — conf
The Visual Object Tracking VOT2016 Challenge Results.
ECCV Workshops (2)
Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Luka Cehovin, Tomás Vojír, Gustav Häger, Alan Lukezic, Gustavo Fernández, Abhinav Gupta, Alfredo Petrosino, Alireza Memarmoghadam, Álvaro García-Martín, Andrés Solís Montero, Andrea Vedaldi, Andreas Robinson, Andy Jinhua Ma, Anton Varfolomieiev, A. Aydin Alatan, Aykut Erdem, Bernard Ghanem, Bin Liu, Bohyung Han, Brais Martínez, Chang-Ming Chang, Changsheng Xu, Chong Sun, Daijin Kim, Dapeng Chen, Dawei Du, Deepak Mishra, Dit-Yan Yeung, Erhan Gundogdu, Erkut Erdem, Fahad Shahbaz Khan, Fatih Porikli, Fei Zhao, Filiz Bunyak, Francesco Battistone, Gao Zhu, Giorgio Roffo, Gorthi R. K. Sai Subrahmanyam, Guilherme Sousa Bastos, Guna Seetharaman, Henry Medeiros, Hongdong Li, Honggang Qi, Horst Bischof, Horst Possegger, Huchuan Lu, Hyemin Lee, Hyeonseob Nam, Hyung Jin Chang, Isabela Drummond, Jack Valmadre, Jae-chan Jeong, Jaeil Cho, Jae-Yeong Lee, Jianke Zhu, Jiayi Feng, Jin Gao, Jin Young Choi, Jingjing Xiao, Ji-Wan Kim, Jiyeoup Jeong, João F. Henriques, Jochen Lang, Jongwon Choi, José M. Martínez, Junliang Xing, Junyu Gao, Kannappan Palaniappan, Karel Lebeda, Ke Gao, Krystian Mikolajczyk, Lei Qin, Lijun Wang, Longyin Wen, Luca Bertinetto, Madan Kumar Rapuru, Mahdieh Poostchi, Mario Edoardo Maresca, Martin Danelljan, Matthias Mueller, Mengdan Zhang, Michael Arens, Michel F. Valstar, Ming Tang, Mooyeol Baek, Muhammad Haris Khan, Naiyan Wang, Nana Fan, Noor Al-Shakarji, Ondrej Miksik, Osman Akin, Payman Moallem, Pedro Senna, Philip H. S. Torr, Pong C. Yuen, Qingming Huang, Rafael Martin Nieto, Rengarajan Pelapur, Richard Bowden, Robert Laganière, Rustam Stolkin, Ryan Walsh, Sebastian Bernd Krah, Shengkun Li, Shengping Zhang, Shizeng Yao, Simon Hadfield, Simone Melzi, Siwei Lyu, Siyi Li, Stefan Becker, Stuart Golodetz, Sumithra Kakanuru, Sunglok Choi, Tao Hu, Thomas Mauthner, Tianzhu Zhang, Tony P. Pridmore, Vincenzo Santopietro, Weiming Hu, Wenbo Li, Wolfgang Hübner, Xiangyuan Lan, Xiaomeng Wang, Xin Li, Yang Li, Yiannis Demiris, Yifan Wang, Yuankai Qi, Zejian Yuan, Zexiong Cai, Zhan Xu, Zhenyu He, Zhizhen Chi
2016 — conf
Visual BFI: An Exploratory Study for Image-Based Personality Test.
PCM (1)
Jitao Sang, Huaiwen Zhang, Changsheng Xu
2016 J jnl
Visual BFI: an Exploratory Study for Image-based Personality Test.
CoRR
Jitao Sang, Huaiwen Zhang, Changsheng Xu
2016 J jnl
基于关联规则挖掘的跨网络知识关联及协同应用 (Association Rules Mining Based Cross-network Knowledge Association and Collaborative Applications).
计算机科学
Xiaowen Huang, Ming Yan, Jitao Sang, Changsheng Xu
2015 A conf
A Probabilistic Framework for Temporal User Modeling on Microblogs.
CIKM
Jitao Sang, Dongyuan Lu, Changsheng Xu
2015 J jnl
A new discriminative coding method for image classification.
Multim. Syst.
Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu
2015 J jnl
Accumulated reconstruction error vector (AREV): a semantic representation for cross-media retrieval.
Multim. Tools Appl.
Kai Liu, Shikui Wei, Yao Zhao, Zhenfeng Zhu, Yunchao Wei, Changsheng Xu
2015 J jnl
Activity Sensor: Check-In Usage Mining for Local Recommendation.
ACM Trans. Intell. Syst. Technol.
Jitao Sang, Tao Mei, Changsheng Xu
2015 J jnl
Automatic Visual Concept Learning for Social Event Understanding.
IEEE Trans. Multim.
Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu, M. Shamim Hossain
2015 J jnl
Boosted Multifeature Learning for Cross-Domain Transfer.
ACM Trans. Multim. Comput. Commun. Appl.
Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu, Ming-Hsuan Yang
2015 A* conf
Cross-Domain Collaborative Learning in Social Multimedia.
ACM Multimedia
Shengsheng Qian, Tianzhu Zhang, Richang Hong, Changsheng Xu
2015 J jnl
Cross-Domain Feature Learning in Multimedia.
IEEE Trans. Multim.
Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu
2015 J jnl
Cross-OSN User Modeling by Homogeneous Behavior Quantification and Local Social Regularization.
IEEE Trans. Multim.
Jitao Sang, Zhengyu Deng, Dongyuan Lu, Changsheng Xu
2015 J jnl
Cross-Platform Emerging Topic Detection and Elaboration from Multimedia Streams.
ACM Trans. Multim. Comput. Commun. Appl.
Bing-Kun Bao, Changsheng Xu, Weiqing Min, Mohammod Shamim Hossain
2015 J jnl
Cross-Platform Multi-Modal Topic Modeling for Personalized Inter-Platform Recommendation.
IEEE Trans. Multim.
Weiqing Min, Bing-Kun Bao, Changsheng Xu, M. Shamim Hossain
2015 J jnl
Joint Local and Global Consistency on Interdocument and Interword Relationships for Co-Clustering.
IEEE Trans. Cybern.
Bing-Kun Bao, Weiqing Min, Teng Li, Changsheng Xu
2015 J jnl
Knowing Verb From Object: Retagging With Transfer Learning on Verb-Object Concept Images.
IEEE Trans. Multim.
Chao Sun, Bing-Kun Bao, Changsheng Xu
2015 J jnl
Latent Support Vector Machine Modeling for Sign Language Recognition with Kinect.
ACM Trans. Intell. Syst. Technol.
Chao Sun, Tianzhu Zhang, Changsheng Xu
2015 J jnl
Learning Consistent Feature Representation for Cross-Modal Multimedia Retrieval.
IEEE Trans. Multim.
Cuicui Kang, Shiming Xiang, Shengcai Liao, Changsheng Xu, Chunhong Pan
2015 J jnl
Learning Feature Hierarchies: A Layer-Wise Tag-Embedded Approach.
IEEE Trans. Multim.
Zhaoquan Yuan, Changsheng Xu, Jitao Sang, Shuicheng Yan, M. Shamim Hossain
2015 J jnl
Matching-CNN Meets KNN: Quasi-Parametric Human Parsing.
CoRR
Si Liu, Xiaodan Liang, Luoqi Liu, Xiaohui Shen, Jianchao Yang, Changsheng Xu, Liang Lin, Xiaochun Cao, Shuicheng Yan
2015 A* conf
Matching-CNN meets KNN: Quasi-parametric human parsing.
CVPR
Si Liu, Xiaodan Liang, Luoqi Liu, Xiaohui Shen, Jianchao Yang, Changsheng Xu, Liang Lin, Xiaochun Cao, Shuicheng Yan
2015 J jnl
Max-Confidence Boosting With Uncertainty for Visual Tracking.
IEEE Trans. Image Process.
Wen Guo, Liangliang Cao, Tony X. Han, Shuicheng Yan, Changsheng Xu
2015 B conf
Meta-Path based Nonnegative Matrix Factorization for clustering on multi-type relational data.
IJCNN
Yangyang Zhao, Zhengya Sun, Changsheng Xu, Hongwei Hao
2015 J jnl
Multi-object tracking via MHT with multiple information fusion in surveillance video.
Multim. Syst.
Long Ying, Tianzhu Zhang, Changsheng Xu
2015 — ed.
MultiMedia Modeling - 21st International Conference, MMM 2015, Sydney, NSW, Australia, January 5-7, 2015, Proceedings, Part I
MMM (1)
Xiangjian He, Suhuai Luo, Dacheng Tao, Changsheng Xu, Jie Yang, Muhammad Abul Hasan
2015 — ed.
MultiMedia Modeling - 21st International Conference, MMM 2015, Sydney, NSW, Australia, January 5-7, 2015, Proceedings, Part II
MMM (2)
Xiangjian He, Suhuai Luo, Dacheng Tao, Changsheng Xu, Jie Yang, Muhammad Abul Hasan
2015 — conf
On Analyzing the 'Variety' of Big Social Multimedia.
BigMM
Jitao Sang, Changsheng Xu
2015 J jnl
Relational User Attribute Inference in Social Media.
IEEE Trans. Multim.
Quan Fang, Jitao Sang, Changsheng Xu, M. Shamim Hossain
2015 — conf
Robust gender classification on unconstrained face images.
ICIMCS
Fudong Nian, Lanying Li, Teng Li, Changsheng Xu
2015 — conf
Seamlessly Integrating Effective Links with Attributes for Networked Data Classification.
PAKDD (2)
Yangyang Zhao, Zhengya Sun, Changsheng Xu, Hongwei Hao
2015 A* conf
Structural Sparse Tracking.
CVPR
Tianzhu Zhang, Si Liu, Changsheng Xu, Shuicheng Yan, Bernard Ghanem, Narendra Ahuja, Ming-Hsuan Yang
2015 J jnl
The 21st International Conference on MultiMedia Modeling.
IEEE Multim.
Xiangjian He, Suhuai Luo, Dacheng Tao, Changsheng Xu, Jie Yang
2015 B conf
Unified YouTube Video Recommendation via Cross-network Collaboration.
ICMR
Ming Yan, Jitao Sang, Changsheng Xu
2015 J jnl
Word-of-Mouth Understanding: Entity-Centric Multimodal Aspect-Opinion Mining in Social Media.
IEEE Trans. Multim.
Quan Fang, Changsheng Xu, Jitao Sang, M. Shamim Hossain, Muhammad Ghulam
2015 J jnl
YouTube Video Promotion by Cross-Network Association: @Britney to Advertise Gangnam Style.
IEEE Trans. Multim.
Ming Yan, Jitao Sang, Changsheng Xu, M. Shamim Hossain
2014 J jnl
A Unified Framework of Latent Feature Learning in Social Media.
IEEE Trans. Multim.
Zhaoquan Yuan, Jitao Sang, Changsheng Xu, Yan Liu
2014 B conf
Boosted Multi-modal Supervised Latent Dirichlet Allocation for Social Event Classification.
ICPR
Shengsheng Qian, Tianzhu Zhang, Changsheng Xu
2014 J jnl
CAMHID: Camera Motion Histogram Descriptor and Its Application to Cinematographic Shot Classification.
IEEE Trans. Circuits Syst. Video Technol.
Muhammad Abul Hasan, Min Xu, Xiangjian He, Changsheng Xu
2014 J jnl
Cross-Domain Multi-Event Tracking via CO-PMHT.
ACM Trans. Multim. Comput. Commun. Appl.
Tianzhu Zhang, Changsheng Xu
2014 J jnl
Discovering Geo-Informative Attributes for Location Recognition and Exploration.
ACM Trans. Multim. Comput. Commun. Appl.
Quan Fang, Jitao Sang, Changsheng Xu
2014 J jnl
Inductive hierarchical nonnegative graph embedding for "verb-object" image classification.
Mach. Vis. Appl.
Chao Sun, Bing-Kun Bao, Changsheng Xu
2014 A* conf
Mining Cross-network Association for YouTube Video Promotion.
ACM Multimedia
Ming Yan, Jitao Sang, Changsheng Xu
2014 J jnl
Mobile Landmark Search with 3D Models.
IEEE Trans. Multim.
Weiqing Min, Changsheng Xu, Min Xu, Xian Xiao, Bing-Kun Bao
2014 — conf
Multi-Modal Supervised Latent Dirichlet Allocation for Event Classification in Social Media.
ICIMCS
Shengsheng Qian, Tianzhu Zhang, Changsheng Xu
2014 J jnl
Multimodal Spatio-Temporal Theme Modeling for Landmark Analysis.
IEEE Multim.
Weiqing Min, Bing-Kun Bao, Changsheng Xu
2014 A* conf
Partial Occlusion Handling for Visual Tracking via Robust Part Matching.
CVPR
Tianzhu Zhang, Kui Jia, Changsheng Xu, Yi Ma, Narendra Ahuja
2014 J jnl
Preface: Internet multimedia computing and service.
Multim. Tools Appl.
Shuqiang Jiang, Changsheng Xu, Yong Rui, Alberto Del Bimbo, Hongxun Yao
2014 B conf
Scene and viewpoint based visual summarization for landmarks.
ICIP
Weiqing Min, Bing-Kun Bao, Changsheng Xu
2014 J jnl
Snap & Play: Auto-Generated Personalized Find-the-Difference Game.
ACM Trans. Intell. Syst. Technol.
Si Liu, Qiang Chen, Shuicheng Yan, Changsheng Xu, Hanqing Lu
2014 J jnl
Social Event Classification via Boosted Multimodal Supervised Latent Dirichlet Allocation.
ACM Trans. Multim. Comput. Commun. Appl.
Shengsheng Qian, Tianzhu Zhang, Changsheng Xu, M. Shamim Hossain
2014 A* conf
Social multimedia computing.
ACM Multimedia
Peng Cui, Lexing Xie, Jitao Sang, Changsheng Xu
2014 J jnl
Topic-Sensitive Influencer Mining in Interest-Based Social Media Networks via Hypergraph Learning.
IEEE Trans. Multim.
Quan Fang, Jitao Sang, Changsheng Xu, Yong Rui
2014 J jnl
Twitter is Faster: Personalized Time-Aware Video Recommendation from Twitter to YouTube.
ACM Trans. Multim. Comput. Commun. Appl.
Zhengyu Deng, Ming Yan, Jitao Sang, Changsheng Xu
2013 J jnl
Cross-Space Affinity Learning with Its Application to Movie Recommendation.
IEEE Trans. Knowl. Data Eng.
Jinhui Tang, Guo-Jun Qi, Liyan Zhang, Changsheng Xu
2013 J jnl
Discriminative Exemplar Coding for Sign Language Recognition With Kinect.
IEEE Trans. Cybern.
Chao Sun, Tianzhu Zhang, Bing-Kun Bao, Changsheng Xu, Tao Mei
2013 J jnl
Enhancing news organization for convenient retrieval and browsing.
ACM Trans. Multim. Comput. Commun. Appl.
Zechao Li, Jing Liu, Meng Wang, Changsheng Xu, Hanqing Lu
2013 A conf
Friend transfer: Cold-start friend recommendation with cross-platform transfer learning of social knowledge.
ICME
Ming Yan, Jitao Sang, Tao Mei, Changsheng Xu
2013 A* conf
GIANT: geo-informative attributes for location recognition and exploration.
ACM Multimedia
Quan Fang, Jitao Sang, Changsheng Xu
2013 J jnl
General Subspace Learning With Corrupted Training Data Via Graph Embedding.
IEEE Trans. Image Process.
Bing-Kun Bao, Guangcan Liu, Richang Hong, Shuicheng Yan, Changsheng Xu
2013 — conf
Graph-Guided Fusion Penalty Based Sparse Coding for Image Classification.
PCM
Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu, Min Xu
2013 J jnl
Guest editorial: selected papers from ICIMCS 2011.
Multim. Syst.
Chong-Wah Ngo, Changsheng Xu, Xiao Wu, Abdulmotaleb El Saddik
2013 J jnl
Hierarchical affective content analysis in arousal and valence dimensions.
Signal Process.
Min Xu, Changsheng Xu, Xiangjian He, Jesse S. Jin, Suhuai Luo, Yong Rui
2013 J jnl
Interaction Design for Mobile Visual Search.
IEEE Trans. Multim.
Jitao Sang, Tao Mei, Ying-Qing Xu, Chen Zhao, Changsheng Xu, Shipeng Li
2013 B conf
Label localization by appearance guided graph inferring.
ICIP
Lei Yu, Jing Liu, Changsheng Xu
2013 A conf
Label localization with weakly spatial constrained graph propagation.
ICME
Lei Yu, Jing Liu, Changsheng Xu, Xi Zhou
2013 — conf
Landmark History Visualization.
MMM (2)
Weiqing Min, Bing-Kun Bao, Changsheng Xu
2013 A* conf
Latent feature learning in social media network.
ACM Multimedia
Zhaoquan Yuan, Jitao Sang, Yan Liu, Changsheng Xu
2013 B conf
Latent support vector machine for sign language recognition with Kinect.
ICIP
Chao Sun, Tianzhu Zhang, Bing-Kun Bao, Changsheng Xu
2013 — conf
Locality discriminative coding for image classification.
ICIMCS
Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu
2013 A* conf
Low-Rank Sparse Coding for Image Classification.
ICCV
Tianzhu Zhang, Bernard Ghanem, Si Liu, Changsheng Xu, Narendra Ahuja
2013 J jnl
M
Pattern Recognit.
Tianzhu Zhang, Si Liu, Changsheng Xu, Hanqing Lu
2013 J jnl
MLRank: Multi-correlation Learning to Rank for image annotation.
Pattern Recognit.
Zechao Li, Jing Liu, Changsheng Xu, Hanqing Lu
2013 J jnl
Mining Semantic Context Information for Intelligent Video Surveillance of Traffic Scenes.
IEEE Trans. Ind. Informatics
Tianzhu Zhang, Si Liu, Changsheng Xu, Hanqing Lu
2013 — conf
Multi-cue Based Multi-target Tracking with Boosted MHT.
PCM
Long Ying, Tianzhu Zhang, Shengsheng Qian, Changsheng Xu
2013 — conf
Object Tracking by Occlusion Detection via Structured Sparse Learning.
CVPR Workshops
Tianzhu Zhang, Bernard Ghanem, Changsheng Xu, Narendra Ahuja
2013 — conf
Paint the City Colorfully: Location Visualization from Multiple Themes.
MMM (1)
Quan Fang, Jitao Sang, Changsheng Xu, Ke Lu
2013 A conf
Personalized video recommendation based on cross-platform user modeling.
ICME
Zhengyu Deng, Jitao Sang, Changsheng Xu
2013 J jnl
Script-to-Movie: A Computational Framework for Story Movie Composition.
IEEE Trans. Multim.
Chao Liang, Changsheng Xu, Jian Cheng, Weiqing Min, Hanqing Lu
2013 J jnl
Self-taught dimensionality reduction on the high-dimensional small-sized data.
Pattern Recognit.
Xiaofeng Zhu, Zi Huang, Yang Yang, Heng Tao Shen, Changsheng Xu, Jiebo Luo
2013 B conf
Social event detection with robust high-order co-clustering.
ICMR
Bing-Kun Bao, Weiqing Min, Ke Lu, Changsheng Xu
2013 J jnl
Social influence analysis and application on multimedia sharing websites.
ACM Trans. Multim. Comput. Commun. Appl.
Jitao Sang, Changsheng Xu
2013 J jnl
Spectral Hashing With Semantically Consistent Graph for Image Indexing.
IEEE Trans. Multim.
Peng Li, Meng Wang, Jian Cheng, Changsheng Xu, Hanqing Lu
2013 A conf
Tag-aware image classification via Nested Deep Belief nets.
ICME
Zhaoquan Yuan, Jitao Sang, Changsheng Xu
2013 — conf
User-Oriented Social Analysis across Social Media Sites.
ICIAP Workshops
Ming Yan, Zhengyu Deng, Jitao Sang, Changsheng Xu
2013 — conf
Verb-Object Concepts Image Classification via Hierarchical Nonnegative Graph Embedding.
MMM (1)
Chao Sun, Bing-Kun Bao, Changsheng Xu
2013 J jnl
Web-Scale Near-Duplicate Search: Techniques and Applications.
IEEE Multim.
Chong-Wah Ngo, Changsheng Xu, Wessel Kraaij, Abdulmotaleb El Saddik
2012 J jnl
@ICT: attention-based virtual content insertion.
Multim. Syst.
Huiying Liu, Qingming Huang, Changsheng Xu, Shuqiang Jiang
2012 J jnl
A Generic Framework for Video Annotation via Semi-Supervised Learning.
IEEE Trans. Multim.
Tianzhu Zhang, Changsheng Xu, Guangyu Zhu, Si Liu, Hanqing Lu
2012 — conf
Chat with illustration: a chat system with visual aids.
ICIMCS
Yu Jiang, Jing Liu, Zechao Li, Changsheng Xu, Hanqing Lu
2012 J jnl
Dimensionality reduction by Mixed Kernel Canonical Correlation Analysis.
Pattern Recognit.
Xiaofeng Zhu, Zi Huang, Heng Tao Shen, Jian Cheng, Changsheng Xu
2012 J jnl
Enhanced 3-D Modeling for Landmark Image Classification.
IEEE Trans. Multim.
Xian Xiao, Changsheng Xu, Jinqiao Wang, Min Xu
2012 — conf
Extended MHT algorithm for multiple object tracking.
ICIMCS
Long Ying, Changsheng Xu, Wen Guo
2012 J jnl
Faceted Subtopic Retrieval: Exploiting the Topic Hierarchy via a Multi-modal Framework.
J. Multim.
Jitao Sang, Changsheng Xu
2012 A* conf
Hi, magic closet, tell me what to wear!
ACM Multimedia
Si Liu, Jiashi Feng, Zheng Song, Tianzhu Zhang, Hanqing Lu, Changsheng Xu, Shuicheng Yan
2012 J jnl
Inductive Robust Principal Component Analysis.
IEEE Trans. Image Process.
Bing-Kun Bao, Guangcan Liu, Changsheng Xu, Shuicheng Yan
2012 J jnl
Intelligent multimedia interactivity.
Pattern Recognit. Lett.
Ling Shao, Qi Tian, Alberto Del Bimbo, Changsheng Xu
2012 — conf
Kinect-based visual communication system.
ICIMCS
Chao Sun, Bing-Kun Bao, Changsheng Xu, Tao Mei
2012 J jnl
Learn to Personalized Image Search From the Photo Sharing Websites.
IEEE Trans. Multim.
Jitao Sang, Changsheng Xu, Dongyuan Lu
2012 A* conf
Multimedia news digger on emerging topics from social streams.
ACM Multimedia
Bing-Kun Bao, Weiqing Min, Jitao Sang, Changsheng Xu
2012 B conf
Ordinal preserving projection: a novel dimensionality reduction method for image ranking.
ICMR
Changsheng Li, Jing Liu, Yan Liu, Changsheng Xu, Qingshan Liu, Hanqing Lu
2012 — conf
Personalized Celebrity Video Search Based on Cross-Space Mining.
PCM
Zhengyu Deng, Jitao Sang, Changsheng Xu
2012 — conf
Probabilistic sequential POIs recommendation via check-in data.
SIGSPATIAL/GIS
Jitao Sang, Tao Mei, Jian-Tao Sun, Changsheng Xu, Shipeng Li
2012 A* conf
Right buddy makes the difference: an early exploration of social relation analysis in multimedia applications.
ACM Multimedia
Jitao Sang, Changsheng Xu
2012 J jnl
Robust Face-Name Graph Matching for Movie Character Identification.
IEEE Trans. Multim.
Jitao Sang, Changsheng Xu
2012 A conf
Saliency Aware Locality-preserving Coding for Image Classification.
ICME
Quan Fang, Jitao Sang, Changsheng Xu
2012 J jnl
Societally connected multimedia across cultures.
J. Zhejiang Univ. Sci. C
Zhongfei Zhang, Zhengyou Zhang, Ramesh C. Jain, Yueting Zhuang, Noshir S. Contractor, Alexander G. Hauptmann, Alejandro Jaimes, Wanqing Li, Alexander C. Loui, Tao Mei, Nicu Sebe, Yonghong Tian, Vincent S. Tseng, Qing Wang, Changsheng Xu, Huimin Yu, Shiwen Yu
2012 J jnl
Special Section on Object and Event Classification in Large-Scale Video Collections.
IEEE Trans. Multim.
Changsheng Xu, Alan Hanjalic, Shuicheng Yan, Qingshan Liu, Alan F. Smeaton
2012 A* conf
Street-to-shop: Cross-scenario clothing retrieval via parts alignment and auxiliary set.
CVPR
Si Liu, Zheng Song, Guangcan Liu, Changsheng Xu, Hanqing Lu, Shuicheng Yan
2012 A* conf
Street-to-shop: cross-scenario clothing retrieval via parts alignment and auxiliary set.
ACM Multimedia
Si Liu, Zheng Song, Meng Wang, Changsheng Xu, Hanqing Lu, Shuicheng Yan
2012 J jnl
User-Aware Image Tag Refinement via Ternary Semantic Analysis.
IEEE Trans. Multim.
Jitao Sang, Changsheng Xu, Jing Liu
2012 J jnl
Weakly Supervised Graph Propagation Towards Collective Image Parsing.
IEEE Trans. Multim.
Si Liu, Shuicheng Yan, Tianzhu Zhang, Changsheng Xu, Jing Liu, Hanqing Lu
2012 — conf
What Happened Near Big Ben: Event-Driven Landmark Mining from Flickr.
PCM
Weiqing Min, Bing-Kun Bao, Changsheng Xu
2011 — conf
A Visualized Communication System Using Cross-Media Semantic Association.
MMM (2)
Xinming Zhang, Yang Liu, Chao Liang, Changsheng Xu
2011 J jnl
Audio-visual large-scale video copy detection.
Int. J. Comput. Math.
Yang Liu, Changsheng Xu, Hanqing Lu
2011 J jnl
Boosted Exemplar Learning for Action Recognition and Annotation.
IEEE Trans. Circuits Syst. Video Technol.
Tianzhu Zhang, Jing Liu, Si Liu, Changsheng Xu, Hanqing Lu
2011 J jnl
Boosted multi-class semi-supervised learning for human action recognition.
Pattern Recognit.
Tianzhu Zhang, Si Liu, Changsheng Xu, Hanqing Lu
2011 J jnl
Boosting part-sense multi-feature learners toward effective object detection.
Comput. Vis. Image Underst.
Shi Chen, Jinqiao Wang, Yi Ouyang, Bo Wang, Changsheng Xu, Hanqing Lu
2011 J jnl
Browse by chunks: Topic mining and organizing on web-scale social media.
ACM Trans. Multim. Comput. Commun. Appl.
Jitao Sang, Changsheng Xu
2011 B conf
Copy detection towards semantic mining for video retrieval.
ICIP
Shikui Wei, Yao Zhao, Changsheng Xu, Dong Xu
2011 B conf
Descriptive local feature groups for image classification.
ICIP
Lei Yu, Jing Liu, Changsheng Xu
2011 A* conf
Exploiting user information for image tag refinement.
ACM Multimedia
Jitao Sang, Jing Liu, Changsheng Xu
2011 J jnl
Frame Fusion for Video Copy Detection.
IEEE Trans. Circuits Syst. Video Technol.
Shikui Wei, Yao Zhao, Ce Zhu, Changsheng Xu, Zhenfeng Zhu
2011 — conf
Generative Group Activity Analysis with Quaternion Descriptor.
MMM (2)
Guangyu Zhu, Shuicheng Yan, Tony X. Han, Changsheng Xu
2011 — ed.
ICIMCS 2011, The Third International Conference on Internet Multimedia Computing and Service, Chengdu, China, August 5-7, 2011
ICIMCS
Changsheng Xu, Ralf Steinmetz, Abdulmotaleb El Saddik, Chong-Wah Ngo, Xiao Wu
2011 A* conf
Image classification by non-negative sparse coding, low-rank and sparse decomposition.
CVPR
Chunjie Zhang, Jing Liu, Qi Tian, Changsheng Xu, Hanqing Lu, Songde Ma
2011 — conf
Landmark recognition and retrieval: from 2D to 3D.
J-HGBU@MM
Xian Xiao, Changsheng Xu, Jinqiao Wang, Min Xu
2011 A* conf
Learning "verb-object" concepts for semantic image annotation.
ACM Multimedia
Xinming Zhang, Zheng-Jun Zha, Changsheng Xu
2011 A* conf
News contextualization with geographic and visual information.
ACM Multimedia
Zechao Li, Meng Wang, Jing Liu, Changsheng Xu, Hanqing Lu
2011 B conf
One step beyond bags of features: Visual categorization using components.
ICIP
Jing Liu, Chunjie Zhang, Qi Tian, Changsheng Xu, Hanqing Lu, Songde Ma
2011 A conf
Robust movie character identification and the sensitivity analysis.
ICME
Jitao Sang, Chao Liang, Changsheng Xu, Jian Cheng
2011 A* conf
Size Adaptive Selection of Most Informative Features.
AAAI
Si Liu, Hairong Liu, Longin Jan Latecki, Shuicheng Yan, Changsheng Xu, Hanqing Lu
2011 A* conf
Snap & play: auto-generate personalized find-the-difference mobile game.
ACM Multimedia
Si Liu, Qiang Chen, Jian Dong, Shuicheng Yan, Changsheng Xu, Hanqing Lu
2011 A* conf
TVParser: An automatic TV video parsing method.
CVPR
Chao Liang, Changsheng Xu, Jian Cheng, Hanqing Lu
2011 B conf
Using context saliency for movie shot classification.
ICIP
Min Xu, Jinqiao Wang, Muhammad Abul Hasan, Xiangjian He, Changsheng Xu, Hanqing Lu, Jesse S. Jin
2010 B conf
A close-up detection method for movies.
ICIP
Huiying Liu, Min Xu, Qingming Huang, Jesse S. Jin, Shuqiang Jiang, Changsheng Xu
2010 A* conf
A generic framework for event detection in various video domains.
ACM Multimedia
Tianzhu Zhang, Changsheng Xu, Guangyu Zhu, Si Liu, Hanqing Lu
2010 — conf
Adaptive local hyperplanes for MTV affective analysis.
ICIMCS
Min Xu, Ling Chen, Xiangjian He, Changsheng Xu, Jesse S. Jin
2010 J jnl
Building topographic subspace model with transfer learning for sparse representation.
Neurocomputing
Yang Liu, Jian Cheng, Changsheng Xu, Hanqing Lu
2010 A* conf
Character-based movie summarization.
ACM Multimedia
Jitao Sang, Changsheng Xu
2010 — conf
Coherent bag-of audio words model for efficient large-scale video copy detection.
CIVR
Yang Liu, Wanlei Zhao, Chong-Wah Ngo, Changsheng Xu, Hanqing Lu
2010 J jnl
Cross-media retrieval: state-of-the-art and open issues.
Int. J. Multim. Intell. Secur.
Jing Liu, Changsheng Xu, Hanqing Lu
2010 — conf
Discovering Phrase-Level Lexicon for Image Annotation.
PCM (1)
Lei Yu, Jing Liu, Changsheng Xu
2010 A conf
Event based news video people classification and ranking using multimodality features.
ICME
Chunxi Liu, Qingming Huang, Shuqiang Jiang, Changsheng Xu
2010 B conf
Extended CBIR via Learning Semantics of Query Image.
MMM
Chuanghua Gui, Jing Liu, Changsheng Xu, Hanqing Lu
2010 B conf
Extracting Key Sub-trajectory Features for Supervised Tactic Detection in Sports Video.
ICPR
Yi Zhang, Changsheng Xu, Hanqing Lu
2010 A* conf
Fast feature selection and training for AdaBoost-based concept detection with large scale datasets.
ACM Multimedia
Shi Chen, Jinqiao Wang, Yang Liu, Changsheng Xu, Hanqing Lu
2010 — conf
Feature selection under learning to rank model for multimedia retrieve.
ICIMCS
Changsheng Li, Ling Shao, Changsheng Xu, Hanqing Lu
2010 — conf
Hausdorff matching based SVD-covariance descriptor for object tracking.
ICIMCS
Wen Guo, Changsheng Xu, Songde Ma, Songqiao Huang
2010 — conf
Human action recognition via multi-view learning.
ICIMCS
Tianzhu Zhang, Si Liu, Changsheng Xu, Hanqing Lu
2010 — conf
Image Classification Using Spatial Pyramid Coding and Visual Word Reweighting.
ACCV (3)
Chunjie Zhang, Jing Liu, Jinqiao Wang, Qi Tian, Changsheng Xu, Hanqing Lu, Songde Ma
2010 J jnl
Introduction to the best papers of ACM multimedia 2009.
ACM Trans. Multim. Comput. Commun. Appl.
Changsheng Xu, Eckehard G. Steinbach, Abdulmotaleb El Saddik, Michelle X. Zhou
2010 A* conf
Landmark image classification using 3D point clouds.
ACM Multimedia
Xian Xiao, Changsheng Xu, Jinqiao Wang
2010 J jnl
Personalized Sports Video Customization Using Content and Context Analysis.
Int. J. Digit. Multim. Broadcast.
Chao Liang, Changsheng Xu, Hanqing Lu
2010 B conf
Personalized Sports Video Customization for Mobile Devices.
MMM
Chao Liang, Yu Jiang, Jian Cheng, Changsheng Xu, Xiaowei Luo, Jinqiao Wang, Yu Fu, Hanqing Lu, Jian Ma
2010 A* conf
The third eye: mining the visual cognition across multi-language communities.
ACM Multimedia
Chunxi Liu, Qingming Huang, Shuqiang Jiang, Changsheng Xu
2010 — conf
Using Scripts for Affective Content Retrieval.
PCM (2)
Min Xu, Xiangjian He, Jesse S. Jin, Yu Peng, Changsheng Xu, Wen Guo
2010 A conf
Video based 3D reconstruction using spatio-temporal attention analysis.
ICME
Xian Xiao, Changsheng Xu, Yong Rui
2010 — conf
Visual Attention Based Motion Object Detection and Trajectory Tracking.
PCM (2)
Wen Guo, Changsheng Xu, Songde Ma, Min Xu
2010 B conf
Visual attention based small object segmentation in natual images.
ICIP
Wen Guo, Changsheng Xu, Songde Ma, Min Xu
2009 — conf
A Hierarchical Semantics-Matching Approach for Sports Video Annotation.
PCM
Chao Liang, Yi Zhang, Changsheng Xu, Jinqiao Wang, Hanqing Lu
2009 — conf
A Novel Role-Based Movie Scene Segmentation Method.
PCM
Chao Liang, Yifan Zhang, Jian Cheng, Changsheng Xu, Hanqing Lu
2009 B conf
Advertise gently - in-image advertising with low intrusiveness.
ICIP
Huiying Liu, Xuekan Qiu, Qingming Huang, Shuqiang Jiang, Changsheng Xu
2009 J jnl
Character Identification in Feature-Length Films Using Global Face-Name Matching.
IEEE Trans. Multim.
Yifan Zhang, Changsheng Xu, Hanqing Lu, Yueh-Min Huang
2009 A conf
Context saliency based image summarization.
ICME
Liang Shi, Jinqiao Wang, Lei Xu, Hanqing Lu, Changsheng Xu
2009 J jnl
Effective Annotation and Search for Video Blogs with Integration of Context and Content Analysis.
IEEE Trans. Multim.
Xiaoyu Zhang, Changsheng Xu, Jian Cheng, Hanqing Lu, Songde Ma
2009 J jnl
Event Tactic Analysis Based on Broadcast Sports Video.
IEEE Trans. Multim.
Guangyu Zhu, Changsheng Xu, Qingming Huang, Yong Rui, Shuqiang Jiang, Wen Gao, Hongxun Yao
2009 A conf
Multi-view multi-label active learning for image classification.
ICME
Xiaoyu Zhang, Jian Cheng, Changsheng Xu, Hanqing Lu, Songde Ma
2009 A conf
Naming faces in films using hypergraph matching.
ICME
Yifan Zhang, Changsheng Xu, Jian Cheng, Hanqing Lu
2009 J jnl
Personalized retrieval of sports video based on multi-modal analysis and user preference acquisition.
Multim. Tools Appl.
Yifan Zhang, Changsheng Xu, Xiaoyu Zhang, Hanqing Lu
2009 A* ed.
Proceedings of the 17th International Conference on Multimedia 2009, Vancouver, British Columbia, Canada, October 19-24, 2009
ACM Multimedia
Wen Gao, Yong Rui, Alan Hanjalic, Changsheng Xu, Eckehard G. Steinbach, Abdulmotaleb El Saddik, Michelle X. Zhou
2009 — ed.
Proceedings of the first ACM international workshop on Multimedia technologies for distance learning, MTDL@MM 2009, Beijing, China, October 23, 2009
MTDL@MM
Timothy K. Shih, Changsheng Xu, Rynson W. H. Lau, Yueh-Min Huang
2009 J jnl
Sports Video Analysis: Semantics Extraction, Editorial Content Creation and Adaptation.
J. Multim.
Changsheng Xu, Jian Cheng, Yi Zhang, Yifan Zhang, Hanqing Lu
2009 — ed.
The First International Conference on Internet Multimedia Computing and Service, ICIMCS '09, Kunming, Yunnan, YT, China, November 23-25, 2009
ICIMCS
Shipeng Li, Hanqing Lu, Dan Xu, Alberto Del Bimbo, Qi Tian, Changsheng Xu
2009 A conf
Web image retrieval via learning semantics of query image.
ICME
Chuanghua Gui, Jing Liu, Changsheng Xu, Hanqing Lu
2008 J jnl
A Novel Framework for Semantic Annotation and Personalized Retrieval of Sports Video.
IEEE Trans. Multim.
Changsheng Xu, Jinjun Wang, Hanqing Lu, Yifan Zhang
2008 A* conf
A generic virtual content insertion system based on visual attention analysis.
ACM Multimedia
Huiying Liu, Shuqiang Jiang, Qingming Huang, Changsheng Xu
2008 — ed.
Advances in Multimedia Information Processing - PCM 2008, 9th Pacific Rim Conference on Multimedia, Tainan, Taiwan, December 9-13, 2008. Proceedings
PCM
Yueh-Min Huang, Changsheng Xu, Kuo-Sheng Cheng, Jar-Ferr Yang, M. N. S. Swamy, Shipeng Li, Jen-Wen Ding
2008 J jnl
Audio keywords generation for sports video analysis.
ACM Trans. Multim. Comput. Commun. Appl.
Min Xu, Changsheng Xu, Lingyu Duan, Jesse S. Jin, Suhuai Luo
2008 A conf
Automatic character identification in feature-length films.
ICME
Yifan Zhang, Changsheng Xu, Hanqing Lu
2008 J jnl
Automatic composition of broadcast sports video.
Multim. Syst.
Jinjun Wang, Changsheng Xu, Engsiong Chng, Hanqing Lu, Qi Tian
2008 A conf
Automatic semantic annotation for video blogs.
ICME
Xiaoyu Zhang, Changsheng Xu, Jian Cheng, Hanqing Lu, Songde Ma
2008 B conf
Collaborate ball and player trajectory extraction in broadcast soccer video.
ICPR
Yi Zhang, Hanqing Lu, Changsheng Xu
2008 — conf
Event tactic analysis based on player and ball trajectory in broadcast video.
CIVR
Guangyu Zhu, Changsheng Xu, Yi Zhang, Qingming Huang, Hanqing Lu
2008 A conf
Lower attentive region detection for virtual content insertion in broadcast video.
ICME
Huiying Liu, Shuqiang Jiang, Qingming Huang, Changsheng Xu
2008 A conf
Personalization of media and its attention service applications.
ICME
Ling-Yu Duan, Changsheng Xu
2008 J jnl
Using Webcast Text for Semantic Event Detection in Broadcast Sports Video.
IEEE Trans. Multim.
Changsheng Xu, Yifan Zhang, Guangyu Zhu, Yong Rui, Hanqing Lu, Qingming Huang
2007 A conf
A Real-Time Score Detection and Recognition Approach for Broadcast Basketball Video.
ICME
Guangyi Miao, Guangyu Zhu, Shuqiang Jiang, Qingming Huang, Changsheng Xu, Wen Gao
2007 — conf
Automatic TV Logo Detection, Tracking and Removal in Broadcast Video.
MMM (2)
Jinqiao Wang, Qingshan Liu, Lingyu Duan, Hanqing Lu, Changsheng Xu
2007 J jnl
Content-adaptive digital music watermarking based on music structure analysis.
ACM Trans. Multim. Comput. Commun. Appl.
Changsheng Xu, Namunu Chinthaka Maddage, Xi Shao, Qi Tian
2007 J jnl
Generation of Personalized Music Sports Video Using Multimodal Cues.
IEEE Trans. Multim.
Jinjun Wang, Engsiong Chng, Changsheng Xu, Hanqing Lu, Qi Tian
2007 J jnl
Human Behavior Analysis for Highlight Ranking in Broadcast Racket Sports Video.
IEEE Trans. Multim.
Guangyu Zhu, Qingming Huang, Changsheng Xu, Liyuan Xing, Wen Gao, Hongxun Yao
2007 — conf
Outlier Detection from Pooled Data for Image Retrieval System Evaluation.
ICASSP (1)
Wei Xiong, S. H. Ong, Joo-Hwee Lim, Qi Tian, Changsheng Xu, Ning Zhang, Kelvin Weng Chiong Foong
2007 — conf
Personalized retrieval of sports video.
Multimedia Information Retrieval
Yifan Zhang, Xiaoyu Zhang, Changsheng Xu, Hanqing Lu
2007 A* conf
Region-based visual attention analysis with its application in image browsing on small displays.
ACM Multimedia
Huiying Liu, Shuqiang Jiang, Qingming Huang, Changsheng Xu, Wen Gao
2007 A conf
Semantic Analysis and Personalization for Mobile Media Applications.
ICME
Changsheng Xu, Qi Tian
2007 A conf
Semantic Event Extraction from Basketball Games using Multi-Modal Analysis.
ICME
Yifan Zhang, Changsheng Xu, Yong Rui, Jinqiao Wang, Hanqing Lu
2007 A conf
The Demo: A Real-Time Score Detection and Recognition Approach in Broadcast Basketball Sports Video.
ICME
Guangyi Miao, Guangyu Zhu, Shuqiang Jiang, Qingming Huang, Changsheng Xu, Wen Gao
2007 A* conf
Trajectory based event tactics analysis in broadcast sports video.
ACM Multimedia
Guangyu Zhu, Qingming Huang, Changsheng Xu, Yong Rui, Shuqiang Jiang, Wen Gao, Hongxun Yao
2006 — conf
A Matlab-Based Simulation of System Stability In Frequency-Field Analysis.
ICICIC (1)
Zhigang Xu, Changsheng Xu
2006 — conf
A Mid-Level Scene Change Representation Via Audiovisual Alignment.
ICASSP (2)
Jinqiao Wang, Lingyu Duan, Hanqing Lu, Jesse S. Jin, Changsheng Xu
2006 — conf
Action Recognition in Broadcast Tennis Video Using Optical Flow and Support Vector Machine.
ECCV Workshop on HCI
Guangyu Zhu, Changsheng Xu, Wen Gao, Qingming Huang
2006 — conf
Action Recognition in Broadcast Tennis Video.
ICPR (1)
Guangyu Zhu, Changsheng Xu, Qingming Huang, Wen Gao
2006 A conf
An Automatic Classification System Applied in Medical Images.
ICME
Bo Qiu, Changsheng Xu, Qi Tian
2006 A conf
Automatic Content Placement in Sports Highlights.
ICME
Kongwah Wan, Changsheng Xu
2006 A conf
Automatic Multi-Player Detection and Tracking in Broadcast Sports Video using Support Vector Machine and Particle Filter.
ICME
Guangyu Zhu, Changsheng Xu, Qingming Huang, Wen Gao
2006 — conf
Automatic Sports Video Genre Classification using Pseudo-2D-HMM.
ICPR (4)
Jinjun Wang, Changsheng Xu, Engsiong Chng
2006 J jnl
Automatic summarization of music videos.
ACM Trans. Multim. Comput. Commun. Appl.
Xi Shao, Changsheng Xu, Namunu Chinthaka Maddage, Qi Tian, Mohan S. Kankanhalli, Jesse S. Jin
2006 — conf
Efficient Relevance Feedback Using Semi-supervised Kernel-specified K-means Clustering.
ICPR (3)
Bo Qiu, Changsheng Xu, Qi Tian
2006 A conf
Fully and Semi-Automatic Music Sports Video Composition.
ICME
Jinjun Wang, Engsiong Chng, Changsheng Xu
2006 A conf
Identify Sports Video Shots with "Happy" or "Sad" Emotions.
ICME
Jinjun Wang, Engsiong Chng, Changsheng Xu, Hanqing Lu, Xiaofeng Tong
2006 A* conf
Live sports event detection based on broadcast video and web-casting text.
ACM Multimedia
Changsheng Xu, Jinjun Wang, Kongwah Wan, Yiqun Li, Lingyu Duan
2006 — conf
Local Motion Analysis and Its Application in Video based Swimming Style Recognition.
ICPR (2)
Xiaofeng Tong, Ling-Yu Duan, Changsheng Xu, Qi Tian, Hanqing Lu
2006 J jnl
Nonparametric motion characterization for robust classification of camera motion patterns.
IEEE Trans. Multim.
Ling-Yu Duan, Jesse S. Jin, Qi Tian, Changsheng Xu
2006 A* conf
Player action recognition in broadcast tennis video with applications to semantic analysis of sports game.
ACM Multimedia
Guangyu Zhu, Changsheng Xu, Qingming Huang, Wen Gao, Liyuan Xing
2006 A conf
Predominant Vocal Pitch Detection in Polyphonic Music.
ICME
Xi Shao, Changsheng Xu, Mohan S. Kankanhalli
2006 — conf
Reliable Video Clock Time Recognition.
ICPR (4)
Yiqun Li, Changsheng Xu, Kongwah Wan, Xin Yan, Xinguo Yu
2006 A* conf
Segmentation, categorization, and identification of commercial clips from TV streams using multimodal analysis.
ACM Multimedia
Ling-Yu Duan, Jinqiao Wang, Yantao Zheng, Jesse S. Jin, Hanqing Lu, Changsheng Xu
2006 — conf
Stripe: Image Feature Based on a New Grid Method and Its Application in ImageCLEF.
AIRS
Bo Qiu, Daniel Racoceanu, Changsheng Xu, Qi Tian
2006 J jnl
Trajectory-Based Ball Detection and Tracking in Broadcast Soccer Video.
IEEE Trans. Multim.
Xinguo Yu, Hon Wai Leong, Changsheng Xu, Qi Tian
2006 — conf
Two-stage SVM for Medical Image Annotation.
CLEF (Working Notes)
Bo Qiu, Changsheng Xu, Qi Tian
2006 — conf
Video Clock Time Reconition Based on Temporal Periodic Pattern Change of the Digit Characters.
ICASSP (2)
Yiqun Li, Kongwah Wan, Xin Yan, Xinguo Yu, Changsheng Xu
2005 A conf
A Mid-level Visual Concept Generation Framework for Sports Analysis.
ICME
Xiaofeng Tong, Lingyu Duan, Hanqing Lu, Changsheng Xu, Qi Tian, Jesse S. Jin
2005 J jnl
A unified framework for semantic shot classification in sports video.
IEEE Trans. Multim.
Ling-Yu Duan, Min Xu, Qi Tian, Changsheng Xu, Jesse S. Jin
2005 — conf
A unified framework for semantic shot representation of sports video.
Multimedia Information Retrieval
Xiaofeng Tong, Qingshan Liu, Lingyu Duan, Hanqing Lu, Changsheng Xu, Qi Tian
2005 A* conf
Automatic generation of personalized music sports video.
ACM Multimedia
Jinjun Wang, Changsheng Xu, Chng Eng Siong, Ling-Yu Duan, Kongwah Wan, Qi Tian
2005 A conf
Automatic mobile sports highlights.
ICME
Kongwah Wan, Xin Yan, Changsheng Xu
2005 J jnl
Automatic music classification and summarization.
IEEE Trans. Speech Audio Process.
Changsheng Xu, Namunu Chinthaka Maddage, Xi Shao
2005 — conf
Automatic music summarization based on music structure analysis.
ICASSP (2)
Xi Shao, Namunu C. Maddage, Changsheng Xu, Mohan S. Kankanhalli
2005 A* conf
Automatic music video summarization based on audio-visual-text analysis and alignment.
SIGIR
Changsheng Xu, Xi Shao, Namunu Chinthaka Maddage, Mohan S. Kankanhalli
2005 — conf
Combining Multilevel Visual Features for Medical Image Retrieval in ImageCLEFmed 2005.
CLEF (Working Notes)
Wei Xiong, Bo Qiu, Qi Tian, Changsheng Xu, S. H. Ong, Kelvin Weng Chiong Foong
2005 — conf
Combining Visual Features for Medical Image Retrieval and Annotation.
CLEF
Wei Xiong, Bo Qiu, Qi Tian, Changsheng Xu, S. H. Ong, Kelvin W. C. Foong
2005 — conf
Content-based medical image retrieval using dynamically optimized regional features.
ICIP (3)
Wei Xiong, Bo Qiu, Qi Tian, Changsheng Xu, Sim Heng Ong, Kelvin W. C. Foong
2005 A* conf
MultiPRE: a novel framework with multiple parallel retrieval engines for content-based image retrieval.
ACM Multimedia
Wei Xiong, Bo Qiu, Qi Tian, Changsheng Xu, S. H. Ong, Kelvin W. C. Foong, Jean-Pierre Chevallet
2005 — conf
Peg-free Human Hand Shape Analysis and Recognition.
ICASSP (2)
Wei Xiong, Changsheng Xu, Sim Heng Ong
2005 A conf
Periodicity Detection of Local Motion.
ICME
Xiaofeng Tong, Lingyu Duan, Changsheng Xu, Qi Tian, Hanqing Lu, Jinjun Wang, Jesse S. Jin
2005 A* conf
Real time advertisement insertion in baseball video based on advertisement effect.
ACM Multimedia
Yiqun Li, Kongwah Wan, Xin Yan, Changsheng Xu
2005 A conf
Replay Scene Classification in Soccer Video Using Web Broadcast Text.
ICME
Jinhui Dai, Ling-Yu Duan, Xiaofeng Tong, Changsheng Xu, Qi Tian, Hanqing Lu, Jesse S. Jin
2005 — conf
Report on the Annotation Task in ImageCLEFmed 2005.
CLEF (Working Notes)
Bo Qiu, Wei Xiong, Qi Tian, Changsheng Xu
2005 — conf
Shot-Level Camera Motion Estimation Based on a Parametric Model.
TRECVID
Ling-Yu Duan, Jinqiao Wang, Yantao Zheng, Changsheng Xu, Qi Tian, Jesse S. Jin, Hanqing Lu
2005 — conf
Soccer replay detection using scene transition structure analysis.
ICASSP (2)
Jinjun Wang, Engsiong Chng, Changsheng Xu
2004 B conf
A new approch to automatic music video summarization.
ICIP
Xi Shao, Changsheng Xu, Mohan S. Kankanhalli
2004 A conf
A robust Hough-based algorithm for partial ellipse detection in broadcast soccer video.
ICME
Xinguo Yu, Hon Wai Leong, Changsheng Xu, Qi Tian
2004 A* conf
A robust and accumulator-free ellipse hough transform.
ACM Multimedia
Xinguo Yu, Hon Wai Leong, Changsheng Xu, Qi Tian
2004 — conf
Archiving Tennis Video Clips Based on Tactics Information.
PCM (2)
Jenny R. Wang, Nandan Parameswaran, Xinguo Yu, Changsheng Xu, Qi Tian
2004 A* conf
Audio keyword generation for sports video analysis.
ACM Multimedia
Min Xu, Ling-Yu Duan, Liang-Tien Chia, Changsheng Xu
2004 — conf
Automatic Sports Highlights Extraction with Content Augmentation.
PCM (2)
Kongwah Wan, Jinjun Wang, Changsheng Xu, Qi Tian
2004 — conf
Automatic music summarization in compressed domain.
ICASSP (4)
Xi Shao, Changsheng Xu, Ye Wang, Mohan S. Kankanhalli
2004 A* conf
Automatic replay generation for soccer video broadcasting.
ACM Multimedia
Jinjun Wang, Changsheng Xu, Chng Eng Siong, Kongwah Wan, Qi Tian
2004 A conf
Automatically summarize musical audio using adaptive clustering.
ICME
Changsheng Xu, Xi Shao, Namunu Chinthaka Maddage, Mohan S. Kankanhalli, Qi Tian
2004 A* conf
Content-based music structure analysis with applications to music semantics understanding.
ACM Multimedia
Namunu Chinthaka Maddage, Changsheng Xu, Mohan S. Kankanhalli, Xi Shao
2004 — conf
Efficient Multimodal Features for Automatic Soccer Highlight Generation.
ICPR (3)
Kongwah Wan, Changsheng Xu
2004 B conf
Event detection based on non-broadcast sports video.
ICIP
Jinjun Wang, Changsheng Xu, Chng Eng Siong, Xinguo Yu, Qi Tian
2004 — conf
Fast and Robust Short Video Clip Search for Copy Detection.
PCM (2)
Junsong Yuan, Ling-Yu Duan, Qi Tian, Surendra Ranganath, Changsheng Xu
2004 — conf
Fast and robust short video clip search using an index structure.
Multimedia Information Retrieval
Junsong Yuan, Ling-Yu Duan, Qi Tian, Changsheng Xu
2004 A* conf
Fast and robust video clip search using index structure.
ACM Multimedia
Ling-Yu Duan, Junsong Yuan, Qi Tian, Changsheng Xu
2004 B conf
Goal detection in soccer video using audio/visual keywords.
ICIP
Yu-Lin Kang, Joo-Hwee Lim, Mohan S. Kankanhalli, Changsheng Xu, Qi Tian
2004 — conf
HMM-Based Audio Keyword Generation.
PCM (3)
Min Xu, Ling-Yu Duan, Jianfei Cai, Liang-Tien Chia, Changsheng Xu, Qi Tian
2004 — conf
Implanting Virtual Advertisement into Broadcast Soccer Video.
PCM (2)
Changsheng Xu, Kongwah Wan, Son Hai Bui, Qi Tian
2004 B conf
Mean shift based nonparametric motion characterization.
ICIP
Ling-Yu Duan, Min Xu, Qi Tian, Changsheng Xu
2004 — conf
Mean shift based video segment representation and applications to replay detection.
ICASSP (5)
Ling-Yu Duan, Min Xu, Qi Tian, Changsheng Xu
2004 A* conf
Nonparametric motion model with applications to camera motion pattern classification.
ACM Multimedia
Ling-Yu Duan, Min Xu, Qi Tian, Changsheng Xu
2004 A* conf
Nonparametric motion model.
ACM Multimedia
Ling-Yu Duan, Min Xu, Qi Tian, Changsheng Xu
2004 A conf
Robust soccer highlight generation with a novel dominant-speech feature extractor.
ICME
Kongwah Wan, Changsheng Xu
2004 — conf
Semantic Region Detection in Acoustic Music Signals.
PCM (2)
Namunu Chinthaka Maddage, Changsheng Xu, Arun Shenoy, Ye Wang
2004 — conf
Singer Identification Based on Vocal and Instrumental Models.
ICPR (2)
Namunu Chinthaka Maddage, Changsheng Xu, Ye Wang
2004 A conf
Singing voice detection using twice-iterated composite Fourier transform.
ICME
Namunu Chinthaka Maddage, Kongwah Wan, Changsheng Xu, Ye Wang
2004 A conf
Sports highlight detection from keyword sequences using HMM.
ICME
Jinjun Wang, Changsheng Xu, Chng Eng Siong, Qi Tian
2004 A conf
Unsupervised classification of music genre using hidden Markov model.
ICME
Xi Shao, Changsheng Xu, Mohan S. Kankanhalli
2004 — conf
Visual Keywords Labeling in Soccer Video.
ICPR (3)
Yu-Lin Kang, Joo-Hwee Lim, Qi Tian, Mohan S. Kankanhalli, Changsheng Xu
2003 A conf
A ball tracking framework for broadcast soccer video.
ICME
Xinguo Yu, Changsheng Xu, Qi Tian, Hon Wai Leong
2003 — conf
A fusion scheme of visual and auditory modalities for event detection in sports video.
ICASSP (3)
Min Xu, Ling-Yu Duan, Changsheng Xu, Qi Tian
2003 A conf
A fusion scheme of visual and auditory modalities for event detection in sports video.
ICME
Min Xu, Ling-Yu Duan, Changsheng Xu, Qi Tian
2003 A* conf
A mid-level representation framework for semantic sports video analysis.
ACM Multimedia
Ling-Yu Duan, Min Xu, Tat-Seng Chua, Qi Tian, Changsheng Xu
2003 — conf
An SVM-based classification approach to musical audio.
ISMIR
Namunu Chinthaka Maddage, Changsheng Xu, Ye Wang
2003 — conf
Automatically generating summaries for musical video.
ICIP (2)
Xi Shao, Changsheng Xu, Mohan S. Kankanhalli
2003 A conf
Creating audio keywords for event detection in soccer video.
ICME
Min Xu, Namunu C. Maddage, Changsheng Xu, Mohan S. Kankanhalli, Qi Tian
2003 C conf
Fault-induced attack on semi-fragile image authentication schemes.
VCIP
Yongdong Wu, Changsheng Xu
2003 — conf
Musical genre classification using support vector machines.
ICASSP (5)
Changsheng Xu, Namunu C. Maddage, Xi Shao, Fang Cao, Qi Tian
2003 A* conf
Nonparametric color characterization using mean shift.
ACM Multimedia
Ling-Yu Duan, Min Xu, Qi Tian, Changsheng Xu
2003 — conf
Real-time camera field-view tracking in soccer video.
ICASSP (3)
Kongwah Wan, Joo-Hwee Lim, Changsheng Xu, Xinguo Yu
2003 A* conf
Real-time goal-mouth detection in MPEG soccer video.
ACM Multimedia
Kongwah Wan, Xin Yan, Xinguo Yu, Changsheng Xu
2003 A* conf
Robust goal-mouth detection for virtual content insertion.
ACM Multimedia
Kongwah Wan, Xin Yan, Xinguo Yu, Changsheng Xu
2003 A conf
The security flaws in some authentication watermarking schemes.
ICME
Yongdong Wu, Feng Bao, Changsheng Xu
2003 A* conf
Trajectory-based ball detection and tracking with applications to semantic analysis of broadcast soccer video.
ACM Multimedia
Xinguo Yu, Changsheng Xu, Hon Wai Leong, Qi Tian, Qing Tang, Kongwah Wan
2002 — conf
Automatic music summarization based on temporal, spectral and cepstral features.
ICME (1)
Changsheng Xu, Yongwei Zhu, Qi Tian
2002 — conf
Counterfeiting Attack on a Lossless Authentication Watermarking Scheme.
VIP
Yongdong Wu, Changsheng Xu, Feng Bao
2002 Misc conf
Efficient Object-Based Stream Authentication.
INDOCRYPT
Yongdong Wu, Di Ma, Changsheng Xu
2002 — conf
Image Mosaics Based on Homogenous Coordinates.
VIP
Xi Shao, Changsheng Xu, Joo-Hwee Lim
2002 J jnl
Robust and efficient content-based digital audio watermarking.
Multim. Syst.
Changsheng Xu, David Dagan Feng
2002 — conf
Statistical Analysis of Musical Instruments.
IEEE Pacific Rim Conference on Multimedia
Namunu Chinthaka Maddage, Changsheng Xu, Chin-Hui Lee, Mohan S. Kankanhalli, Qi Tian
2002 — conf
Support Vector Machine Learning for Music Discrimination.
IEEE Pacific Rim Conference on Multimedia
Changsheng Xu, Namunu Chinthaka Maddage, Qi Tian
2001 A conf
A Robust And Fast Watermarking Scheme For Compressed Audio.
ICME
Changsheng Xu, Yongwei Zhu, David Dagan Feng
2001 — conf
Content Protection and Usage Control for Digital Music.
WEDELMUSIC
Changsheng Xu, Yongwei Zhu, David Dagan Feng
2001 — conf
Content-based Retrieval for Digital Audio and Music.
IMSA
Changsheng Xu, David Dagan Feng, Yongwei Zhu
2001 — conf
Copyright Protection for WAV-Table Synthesis Audio Using Digital Watermarking.
IEEE Pacific Rim Conference on Multimedia
Changsheng Xu, David Dagan Feng, Yongwei Zhu
2001 A* conf
Digital audio watermarking based-on multiple-bit hopping and human auditory system.
ACM Multimedia
Changsheng Xu, Yongwei Zhu, David Dagan Feng
2001 A conf
Melody Curve Processing For Music Retrieval.
ICME
Yongwei Zhu, Changsheng Xu, Mohan S. Kankanhalli
2001 — conf
Pitch Tracking and Melody Slope Matching for Song Retrieval.
IEEE Pacific Rim Conference on Multimedia
Yongwei Zhu, Mohan S. Kankanhalli, Changsheng Xu
2001 — conf
Web-based Image Authentication Using Invisible Fragile Watermark.
VIP
Yusuk Lim, Changsheng Xu, David Dagan Feng
2001 — conf
Web-based Protection and Secure Distribution for Digital Music.
IMSA
Changsheng Xu, David Dagan Feng
2000 — conf
Audio registration and its application in digital watermarking.
Security and Watermarking of Multimedia Contents
Changsheng Xu, Jiankang Wu, Qibin Sun
2000 — conf
Content-Based Watermarking for Compressed Audio.
RIAO
Changsheng Xu, Jiankang Wu
1999 — conf
A Visual Processing system for Facial Prediction.
VISUAL
Changsheng Xu, Jian-Kang Wu, Songde Ma
1999 — conf
A robust digital audio watermarking technique.
ISSPA
Changsheng Xu, Jiankang Wu, Qibin Sun
1999 — conf
Digital audio watermarking and its application in multimedia database.
ISSPA
Changsheng Xu, Jiankang Wu, Qibin Sun