Changsheng Xu

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 374

Top Venues

CoRR

IEEE Trans. Multim.

ACM Multimedia

ACM Trans. Multim. Comput. Commun. Appl.

Publications

Fang Peng, Xiaoshan Yang, Linhui Xiao, Yaowei Wang, Changsheng Xu
SgVA-CLIP: Semantic-Guided Visual Adapting of Vision-Language Models for Few-Shot Image Classification. IEEE Trans. Multim. 26 (2024)
Bowen Yuan, Yefei Sheng, Bing-Kun Bao, Yi-Ping Phoebe Chen, Changsheng Xu
Semantic Distance Adversarial Learning for Text-to-Image Synthesis. IEEE Trans. Multim. 26 (2024)
Sifei Li, Weiming Dong, Yuxin Zhang, Fan Tang, Chongyang Ma, Oliver Deussen, Tong-Yee Lee, Changsheng Xu
Dance-to-Music Generation with Encoder-based Textual Inversion of Diffusion Models. CoRR (2024)
Yufan Hu, Junyu Gao, Changsheng Xu
Learning Multi-Expert Distribution Calibration for Long-Tailed Video Classification. IEEE Trans. Multim. 26 (2024)
Yukun Zuo, Hantao Yao, Liansheng Zhuang, Changsheng Xu
Hierarchical Augmentation and Distillation for Class Incremental Audio-Visual Video Recognition. CoRR (2024)
Chenlin Zhao, Jiabo Ye, Yaguang Song, Ming Yan, Xiaoshan Yang, Changsheng Xu
Part-Aware Prompt Tuning for Weakly Supervised Referring Expression Grounding. MMM (3) (2024)
Shangxi Wu, Jitao Sang, Kaiyan Xu, Guanhua Zheng, Changsheng Xu
Adaptive Adversarial Logits Pairing. ACM Trans. Multim. Comput. Commun. Appl. 20 (2) (2024)
Yukun Zuo, Hantao Yao, Lu Yu, Liansheng Zhuang, Changsheng Xu
Hierarchical Prompts for Rehearsal-free Continual Learning. CoRR (2024)
Sisi You, Hantao Yao, Bing-Kun Bao, Changsheng Xu
Multi-object Tracking with Spatial-Temporal Tracklet Association. ACM Trans. Multim. Comput. Commun. Appl. 20 (5) (2024)
Yaguang Song, Xiaoshan Yang, Yaowei Wang, Changsheng Xu
Recovering Generalization via Pre-Training-Like Knowledge Distillation for Out-of-Distribution Visual Question Answering. IEEE Trans. Multim. 26 (2024)
Wen Guo, Wuzhou Quan, Junyu Gao, Tianzhu Zhang, Changsheng Xu
Feature Disentanglement Network: Multi-Object Tracking Needs More Differentiated Features. ACM Trans. Multim. Comput. Commun. Appl. 20 (3) (2024)
Nisha Huang, Weiming Dong, Yuxin Zhang, Fan Tang, Ronghui Li, Chongyang Ma, Xiu Li, Changsheng Xu
CreativeSynth: Creative Blending and Synthesis of Visual Arts based on Multimodal Diffusion. CoRR (2024)
Sisi You, Yukun Zuo, Hantao Yao, Changsheng Xu
Incremental Audio-Visual Fusion for Person Recognition in Earthquake Scene. ACM Trans. Multim. Comput. Commun. Appl. 20 (2) (2024)
Hantao Yao, Rui Zhang, Changsheng Xu
Visual-Language Prompt Tuning with Knowledge-guided Context Optimization. CoRR (2023)
Jiaming Zhang, Jitao Sang, Qi Yi, Changsheng Xu
Introducing Foundation Models as Surrogate Models: Advancing Towards More Practical Adversarial Attacks. CoRR (2023)
Han Jiang, Xiaoshan Yang, Chaofan Chen, Changsheng Xu
Fine-grained Primitive Representation Learning for Compositional Zero-shot Classification. ICME (2023)
Quan Fang, Xiaowei Zhang, Jun Hu, Xian Wu, Changsheng Xu
Contrastive Multi-Modal Knowledge Graph Representation Learning. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Yifan Xu, Mengdan Zhang, Chaoyou Fu, Peixian Chen, Xiaoshan Yang, Ke Li, Changsheng Xu
Multi-modal Queried Object Detection in the Wild. NeurIPS (2023)
Kaixiang Yang, Junyu Gao, Yangbo Feng, Changsheng Xu
Leveraging Attribute Knowledge for Open-set Action Recognition. ICME (2023)
Ming Tao, Bing-Kun Bao, Hao Tang, Changsheng Xu
GALIP: Generative Adversarial CLIPs for Text-to-Image Synthesis. CVPR (2023)
Chengcheng Ma, Xingjia Pan, Qixiang Ye, Fan Tang, Weiming Dong, Changsheng Xu
CrossRectify: Leveraging disagreement for semi-supervised object detection. Pattern Recognit. 137 (2023)
Huaiwen Zhang, Yang Yang, Fan Qi, Shengsheng Qian, Changsheng Xu
Debiased Video-Text Retrieval via Soft Positive Sample Calibration. IEEE Trans. Circuits Syst. Video Technol. 33 (9) (2023)
Mengyuan Chen, Junyu Gao, Changsheng Xu
Uncertainty-Aware Dual-Evidential Learning for Weakly-Supervised Temporal Action Localization. IEEE Trans. Pattern Anal. Mach. Intell. 45 (12) (2023)
Xuan Ma, Xiaoshan Yang, Changsheng Xu
Multi-Source Knowledge Reasoning Graph Network for Multi-Modal Commonsense Inference. ACM Trans. Multim. Comput. Commun. Appl. 19 (4) (2023)
Xi Zhang, Feifei Zhang, Changsheng Xu
VQACL: A Novel Visual Question Answering Continual Learning Setting. CVPR (2023)
Junyu Gao, Mengyuan Chen, Changsheng Xu
Vectorized Evidential Learning for Weakly-Supervised Temporal Action Localization. IEEE Trans. Pattern Anal. Mach. Intell. 45 (12) (2023)
Huaiwen Zhang, Yang Yang, Fan Qi, Shengsheng Qian, Changsheng Xu
C2MR: Continual Cross-Modal Retrieval for Streaming Multi-modal Data. ACM Multimedia (2023)
Jie Fu, Junyu Gao, Changsheng Xu
Semantic and Temporal Contextual Correlation Learning for Weakly-Supervised Temporal Action Localization. IEEE Trans. Pattern Anal. Mach. Intell. 45 (10) (2023)
Chengcheng Ma, Yang Liu, Jiankang Deng, Lingxi Xie, Weiming Dong, Changsheng Xu
Understanding and Mitigating Overfitting in Prompt Tuning for Vision-Language Models. IEEE Trans. Circuits Syst. Video Technol. 33 (9) (2023)
Junyu Gao, Xinhong Ma, Changsheng Xu
Learning Transferable Conceptual Prototypes for Interpretable Unsupervised Domain Adaptation. CoRR (2023)
Yukun Zuo, Hantao Yao, Liansheng Zhuang, Changsheng Xu
Dual Structural Knowledge Interaction for Domain Adaptation. IEEE Trans. Multim. 25 (2023)
Xuan Yao, Junyu Gao, Mengyuan Chen, Changsheng Xu
Video Entailment via Reaching a Structure-Aware Cross-modal Consensus. ACM Multimedia (2023)
Desheng Cai, Shengsheng Qian, Quan Fang, Jun Hu, Wenkui Ding, Changsheng Xu
Heterogeneous Graph Contrastive Learning Network for Personalized Micro-Video Recommendation. IEEE Trans. Multim. 25 (2023)
Sisi You, Hantao Yao, Bing-Kun Bao, Changsheng Xu
UTM: A Unified Multiple Object Tracking Model with Identity-Aware Feature Enhancement. CVPR (2023)
Jiaming Zhang, Xingjun Ma, Qi Yi, Jitao Sang, Yu-Gang Jiang, Yaowei Wang, Changsheng Xu
Unlearnable Clusters: Towards Label-Agnostic Unlearnable Examples. CVPR (2023)
Chaofan Chen, Xiaoshan Yang, Jinpeng Zhang, Bo Dong, Changsheng Xu
Category Knowledge-Guided Parameter Calibration for Few-Shot Object Detection. IEEE Trans. Image Process. 32 (2023)
Shengsheng Qian, Dizhan Xue, Quan Fang, Changsheng Xu
Integrating Multi-Label Contrastive Learning With Dual Adversarial Graph Neural Networks for Cross-Modal Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. 45 (4) (2023)
Yifan Xu, Mengdan Zhang, Chaoyou Fu, Peixian Chen, Xiaoshan Yang, Ke Li, Changsheng Xu
Multi-modal Queried Object Detection in the Wild. CoRR (2023)
Xi Zhang, Feifei Zhang, Changsheng Xu
Reducing Vision-Answer Biases for Multiple-Choice VQA. IEEE Trans. Image Process. 32 (2023)
Yuxin Zhang, Fan Tang, Weiming Dong, Haibin Huang, Chongyang Ma, Tong-Yee Lee, Changsheng Xu
A Unified Arbitrary Style Transfer Framework via Adaptive Contrastive Learning. CoRR (2023)
Huaiwen Zhang, Yang Yang, Fan Qi, Shengsheng Qian, Changsheng Xu
Robust Video-Text Retrieval Via Noisy Pair Calibration. IEEE Trans. Multim. 25 (2023)
Hantao Yao, Lu Yu, Jifei Luo, Changsheng Xu
Camera-Incremental Object Re-Identification with Identity Knowledge Evolution. CoRR (2023)
Qinghao Ye, Haiyang Xu, Ming Yan, Chenlin Zhao, Junyang Wang, Xiaoshan Yang, Ji Zhang, Fei Huang, Jitao Sang, Changsheng Xu
mPLUG-Octopus: The Versatile Assistant Empowered by A Modularized End-to-End Multimodal LLM. ACM Multimedia (2023)
Yiming Li, Xiaoshan Yang, Xuhui Huang, Zhe Ma, Changsheng Xu
Zero-Shot Predicate Prediction for Scene Graph Parsing. IEEE Trans. Multim. 25 (2023)
Dizhan Xue, Shengsheng Qian, Changsheng Xu
Variational Causal Inference Network for Explanatory Visual Question Answering. ICCV (2023)
Yifan Jiao, Hantao Yao, Changsheng Xu
Dual Instance-Consistent Network for Cross-Domain Object Detection. IEEE Trans. Pattern Anal. Mach. Intell. 45 (6) (2023)
Ziyue Wu, Junyu Gao, Changsheng Xu
Weakly-supervised Video Scene Graph Generation via Unbiased Cross-modal Learning. ACM Multimedia (2023)
Shengsheng Qian, Hong Chen, Dizhan Xue, Quan Fang, Changsheng Xu
Open-World Social Event Classification. WWW (2023)
Wu-Qin Liu, Minxuan Lin, Haibin Huang, Chongyang Ma, Yu Song, Weiming Dong, Changsheng Xu
Emotion-Aware Music Driven Movie Montage. J. Comput. Sci. Technol. 38 (3) (2023)
Hantao Yao, Rui Zhang, Changsheng Xu
Visual-Language Prompt Tuning with Knowledge-Guided Context Optimization. CVPR (2023)
Yuxin Zhang, Fan Tang, Nisha Huang, Haibin Huang, Chongyang Ma, Weiming Dong, Changsheng Xu
MotionCrafter: One-Shot Motion Customization of Diffusion Models. CoRR (2023)
Dong Chen, Xingjia Pan, Fan Tang, Weiming Dong, Changsheng Xu
Net: Structure-Preserved Attention Activated Network for Weakly Supervised Object Localization. IEEE Trans. Image Process. 32 (2023)
Nisha Huang, Fan Tang, Weiming Dong, Tong-Yee Lee, Changsheng Xu
Region-Aware Diffusion for Zero-shot Text-driven Image Editing. CoRR (2023)
Yuxin Zhang, Nisha Huang, Fan Tang, Haibin Huang, Chongyang Ma, Weiming Dong, Changsheng Xu
Inversion-based Style Transfer with Diffusion Models. CVPR (2023)
Hantao Yao, Rui Zhang, Changsheng Xu
TCP: Textual-based Class-aware Prompt tuning for Visual-Language Model. CoRR (2023)
Baochen Xiong, Xiaoshan Yang, Yaguang Song, Yaowei Wang, Changsheng Xu
Client-Adaptive Cross-Model Reconstruction Network for Modality-Incomplete Multimodal Federated Learning. ACM Multimedia (2023)
Yu Song, Fan Tang, Weiming Dong, Feiyue Huang, Tong-Yee Lee, Changsheng Xu
Balance-Aware Grid Collage for Small Image Collections. IEEE Trans. Vis. Comput. Graph. 29 (2) (2023)
Yaguang Song, Xiaoshan Yang, Changsheng Xu
Self-supervised Calorie-aware Heterogeneous Graph Networks for Food Recommendation. ACM Trans. Multim. Comput. Commun. Appl. 19 (1s) (2023)
Ming Tao, Bing-Kun Bao, Hao Tang, Changsheng Xu
GALIP: Generative Adversarial CLIPs for Text-to-Image Synthesis. CoRR (2023)
Yiming Li, Xiaoshan Yang, Changsheng Xu
Iterative Learning with Extra and Inner Knowledge for Long-tail Dynamic Scene Graph Generation. ACM Multimedia (2023)
Yuxin Zhang, Fan Tang, Weiming Dong, Haibin Huang, Chongyang Ma, Tong-Yee Lee, Changsheng Xu
A Unified Arbitrary Style Transfer Framework via Adaptive Contrastive Learning. ACM Trans. Graph. 42 (5) (2023)
Wei Wang, Junyu Gao, Xiaoshan Yang, Changsheng Xu
Many Hands Make Light Work: Transferring Knowledge From Auxiliary Tasks for Video-Text Retrieval. IEEE Trans. Multim. 25 (2023)
Mengqi Yuan, Bing-Kun Bao, Zhiyi Tan, Changsheng Xu
Adaptive Text Denoising Network for Image Caption Editing. ACM Trans. Multim. Comput. Commun. Appl. 19 (1s) (2023)
Linhui Xiao, Xiaoshan Yang, Fang Peng, Ming Yan, Yaowei Wang, Changsheng Xu
CLIP-VG: Self-paced Curriculum Adapting of CLIP via Exploiting Pseudo-Language Labels for Visual Grounding. CoRR (2023)
Chengcheng Ma, Ismail Elezi, Jiankang Deng, Weiming Dong, Changsheng Xu
Three Heads Are Better Than One: Complementary Experts for Long-Tailed Semi-supervised Learning. CoRR (2023)
Yingying Zhang, Xian Wu, Quan Fang, Shengsheng Qian, Changsheng Xu
Knowledge-Enhanced Attributed Multi-Task Learning for Medicine Recommendation. ACM Trans. Inf. Syst. 41 (1) (2023)
Yifan Xu, Mengdan Zhang, Xiaoshan Yang, Changsheng Xu
Exploring Multi-Modal Contextual Knowledge for Open-Vocabulary Object Detection. CoRR (2023)
Yangbo Feng, Junyu Gao, Changsheng Xu
Learning Dual-Routing Capsule Graph Neural Network for Few-Shot Video Classification. IEEE Trans. Multim. 25 (2023)
Junyu Gao, Mengyuan Chen, Changsheng Xu
Collecting Cross-Modal Presence-Absence Evidence for Weakly-Supervised Audio- Visual Event Perception. CVPR (2023)
Junyu Gao, Xuan Yao, Changsheng Xu
Test-time Adaptive Vision-and-Language Navigation. CoRR (2023)
Yuyang Wanyan, Xiaoshan Yang, Chaofan Chen, Changsheng Xu
Active Exploration of Multimodal Complementarity for Few-Shot Action Recognition. CVPR (2023)
Wei Wang, Junyu Gao, Changsheng Xu
Weakly-Supervised Video Object Grounding via Learning Uni-Modal Associations. IEEE Trans. Multim. 25 (2023)
Zixin Zhang, Fan Qi, Shuai Li, Changsheng Xu
AffectFAL: Federated Active Affective Computing with Non-IID Data. ACM Multimedia (2023)
Yuxin Zhang, Weiming Dong, Fan Tang, Nisha Huang, Haibin Huang, Chongyang Ma, Tong-Yee Lee, Oliver Deussen, Changsheng Xu
ProSpect: Expanded Conditioning for the Personalization of Attribute-aware Image Generation. CoRR (2023)
Yuxin Zhang, Weiming Dong, Fan Tang, Nisha Huang, Haibin Huang, Chongyang Ma, Tong-Yee Lee, Oliver Deussen, Changsheng Xu
ProSpect: Prompt Spectrum for Attribute-Aware Personalization of Diffusion Models. ACM Trans. Graph. 42 (6) (2023)
Yufan Hu, Junyu Gao, Changsheng Xu
Learning Scene-Aware Spatio-Temporal GNNs for Few-Shot Early Action Prediction. IEEE Trans. Multim. 25 (2023)
Shengsheng Qian, Yifei Wang, Dizhan Xue, Shengjie Zhang, Huaiwen Zhang, Changsheng Xu
Erasing Self-Supervised Learning Backdoor by Cluster Activation Masking. CoRR (2023)
Jiaming Zhang, Xingjun Ma, Qi Yi, Jitao Sang, Yugang Jiang, Yaowei Wang, Changsheng Xu
Unlearnable Clusters: Towards Label-agnostic Unlearnable Examples. CoRR (2023)
Wei Wang, Junyu Gao, Changsheng Xu
Weakly-Supervised Video Object Grounding via Causal Intervention. IEEE Trans. Pattern Anal. Mach. Intell. 45 (3) (2023)
Yangbo Feng, Junyu Gao, Shicai Yang, Changsheng Xu
Spatial-Temporal Exclusive Capsule Network for Open Set Action Recognition. IEEE Trans. Multim. 25 (2023)
Shangxi Wu, Qiuyang He, Fangzhao Wu, Jitao Sang, Yaowei Wang, Changsheng Xu
Backdoor for Debias: Mitigating Model Bias with Backdoor Attack-based Artificial Bias. CoRR (2023)
Hao Liu, Xiaoshan Yang, Changsheng Xu
Counterfactual Scenario-relevant Knowledge-enriched Multi-modal Emotion Reasoning. ACM Trans. Multim. Comput. Commun. Appl. 19 (5s) (2023)
Desheng Cai, Shengsheng Qian, Quan Fang, Jun Hu, Changsheng Xu
User Cold-Start Recommendation via Inductive Heterogeneous Graph Neural Network. ACM Trans. Inf. Syst. 41 (3) (2023)
Yuyang Wanyan, Xiaoshan Yang, Xuan Ma, Changsheng Xu
Dual Scene Graph Convolutional Network for Motivation Prediction. ACM Trans. Multim. Comput. Commun. Appl. 19 (3s) (2023)
Pei Lv, Jianqi Fan, Xixi Nie, Weiming Dong, Xiaoheng Jiang, Bing Zhou, Mingliang Xu, Changsheng Xu
User-Guided Personalized Image Aesthetic Assessment Based on Deep Reinforcement Learning. IEEE Trans. Multim. 25 (2023)
Shideng Lin, Fan Tang, Weiming Dong, Xingjia Pan, Changsheng Xu
SMNet: Synchronous Multi-Scale Low Light Enhancement Network With Local and Global Concern. IEEE Trans. Multim. 25 (2023)
Dizhan Xue, Shengsheng Qian, Zuyi Zhou, Changsheng Xu
A Survey on Interpretable Cross-modal Reasoning. CoRR (2023)
Mengyuan Chen, Junyu Gao, Changsheng Xu
Cascade Evidential Learning for Open-world Weakly-supervised Temporal Action Localization. CVPR (2023)
Jie Fu, Junyu Gao, Changsheng Xu
Multimodal Imbalance-Aware Gradient Modulation for Weakly-supervised Audio-Visual Video Parsing. CoRR (2023)
Xinhong Ma, Xiaoshan Yang, Junyu Gao, Changsheng Xu
The Model May Fit You: User-Generalized Cross-Modal Retrieval. IEEE Trans. Multim. 24 (2022)
Yukun Zuo, Hantao Yao, Liansheng Zhuang, Changsheng Xu
Seek Common Ground While Reserving Differences: A Model-Agnostic Module for Noisy Domain Adaptation. IEEE Trans. Multim. 24 (2022)
Fang Peng, Xiaoshan Yang, Changsheng Xu
SgVA-CLIP: Semantic-guided Visual Adapting of Vision-Language Models for Few-shot Image Classification. CoRR (2022)
Xi Zhang, Feifei Zhang, Changsheng Xu
Explicit Cross-Modal Representation Learning for Visual Commonsense Reasoning. IEEE Trans. Multim. 24 (2022)
Changsheng Xu, Zhenlong Xu, Yifan He, Shuigeng Zhou, Jihong Guan
Multi-Modal Learning with Text Merging for TEXTVQA. ICASSP (2022)
Xiaowei Zhang, Quan Fang, Jun Hu, Shengsheng Qian, Changsheng Xu
TCKGE: Transformers with contrastive learning for knowledge graph embedding. Int. J. Multim. Inf. Retr. 11 (4) (2022)
Yu Song, Fan Tang, Weiming Dong, Changsheng Xu
Non-dominated sorting based multi-page photo collage. Comput. Vis. Media 8 (2) (2022)
Yaguang Song, Junyu Gao, Xiaoshan Yang, Changsheng Xu
Learning Hierarchical Video Graph Networks for One-Stop Video Delivery. ACM Trans. Multim. Comput. Commun. Appl. 18 (1) (2022)
Jinfeng Li, Weifeng Liu, Yicong Zhou, Jun Yu, Dapeng Tao, Changsheng Xu
Domain-invariant Graph for Adaptive Semi-supervised Domain Adaptation. ACM Trans. Multim. Comput. Commun. Appl. 18 (3) (2022)
Hantao Yao, Shaobo Min, Yongdong Zhang, Changsheng Xu
Attribute-Induced Bias Eliminating for Transductive Zero-Shot Learning. IEEE Trans. Multim. 24 (2022)
Ziyue Wu, Junyu Gao, Shucheng Huang, Changsheng Xu
Learning Commonsense-aware Moment-Text Alignment for Fast Video Temporal Grounding. CoRR (2022)

Changsheng Xu.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Changsheng Xu