Xiaoshan Yang

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 82

Top Topics

Storage Utilization

Knowledge Driven

Domain Adaptation

Contextual Knowledge

Top Venues

IEEE Trans. Multim.

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)
Yuyang Wanyan, Xiaoshan Yang, Weiming Dong, Changsheng Xu
A Comprehensive Review of Few-shot Action Recognition. CoRR (2024)
Yifan Xu, Xiaoshan Yang, Yaguang Song, Changsheng Xu
Libra: Building Decoupled Vision System on Large Language Models. CoRR (2024)
Xudong Yao, Xiaoshan Yang
Self-supervised spatial-temporal feature enhancement for one-shot video object detection. Neurocomputing 600 (2024)
Linhui Xiao, Xiaoshan Yang, Fang Peng, Ming Yan, Yaowei Wang, Changsheng Xu
CLIP-VG: Self-Paced Curriculum Adapting of CLIP for Visual Grounding. IEEE Trans. Multim. 26 (2024)
Linhui Xiao, Xiaoshan Yang, Fang Peng, Yaowei Wang, Changsheng Xu
HiVG: Hierarchical Multimodal Fine-grained Modulation for Visual Grounding. CoRR (2024)
Xiaoshan Yang, Yan Jiang, Xiaowei Chen, Fu Jia
ICT-empowered rural e-commerce development in China: an adaptive structuration perspective. Int. J. Technol. Manag. 95 (1/2) (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)
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)
Xiaoshan Yang, Baochen Xiong, Yi Huang, Changsheng Xu
Cross-Modal Federated Human Activity Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 46 (8) (2024)
Han Jiang, Xiaoshan Yang, Chaofan Chen, Changsheng Xu
Fine-grained Primitive Representation Learning for Compositional Zero-shot Classification. ICME (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)
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)
Jianghai Wang, Menghao Hu, Yaguang Song, Xiaoshan Yang
Health-Oriented Multimodal Food Question Answering. MMM (1) (2023)
Mingxuan Luo, Xiaoshan Yang
Postpartum pelvic organ prolapse assessment via adversarial feature complementation in heterogeneous data. Neural Comput. Appl. 35 (19) (2023)
Menghao Hu, Mingxuan Luo, Menghua Huang, Wenhua Meng, Baochen Xiong, Xiaoshan Yang, Jitao Sang
Towards a multimodal human activity dataset for healthcare. Multim. Syst. 29 (1) (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)
Yifan Xu, Mengdan Zhang, Chaoyou Fu, Peixian Chen, Xiaoshan Yang, Ke Li, Changsheng Xu
Multi-modal Queried Object Detection in the Wild. 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)
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)
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)
Yiming Li, Xiaoshan Yang, Changsheng Xu
Iterative Learning with Extra and Inner Knowledge for Long-tail Dynamic Scene Graph Generation. ACM Multimedia (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)
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)
Yifan Xu, Mengdan Zhang, Xiaoshan Yang, Changsheng Xu
Exploring Multi-Modal Contextual Knowledge for Open-Vocabulary Object Detection. CoRR (2023)
Yuyang Wanyan, Xiaoshan Yang, Chaofan Chen, Changsheng Xu
Active Exploration of Multimodal Complementarity for Few-Shot Action Recognition. CVPR (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)
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)
Xinhong Ma, Xiaoshan Yang, Junyu Gao, Changsheng Xu
The Model May Fit You: User-Generalized Cross-Modal Retrieval. 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)
Jiabo Ye, Junfeng Tian, Ming Yan, Xiaoshan Yang, Xuwu Wang, Ji Zhang, Liang He, Xin Lin
Shifting More Attention to Visual Backbone: Query-modulated Refinement Networks for End-to-End Visual Grounding. CVPR (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)
Yiming Li, Xiaoshan Yang, Changsheng Xu
Dynamic Scene Graph Generation via Anticipatory Pre-training. CVPR (2022)
Yi Huang, Xiaoshan Yang, Ji Zhang, Changsheng Xu
Relative Alignment Network for Source-Free Multimodal Video Domain Adaptation. ACM Multimedia (2022)
Xiaoshan Yang, Baochen Xiong, Yi Huang, Changsheng Xu
Cross-Modal Federated Human Activity Recognition via Modality-Agnostic and Modality-Specific Representation Learning. AAAI (2022)
Yi Huang, Xiaoshan Yang, Junyun Gao, Changsheng Xu
Holographic Feature Learning of Egocentric-Exocentric Videos for Multi-Domain Action Recognition. IEEE Trans. Multim. 24 (2022)
Baochen Xiong, Xiaoshan Yang, Fan Qi, Changsheng Xu
A unified framework for multi-modal federated learning. Neurocomputing 480 (2022)
Jiabo Ye, Junfeng Tian, Ming Yan, Xiaoshan Yang, Xuwu Wang, Ji Zhang, Liang He, Xin Lin
Shifting More Attention to Visual Backbone: Query-modulated Refinement Networks for End-to-End Visual Grounding. CoRR (2022)
Chaofan Chen, Xiaoshan Yang, Ming Yan, Changsheng Xu
Attribute-guided Dynamic Routing Graph Network for Transductive Few-shot Learning. ACM Multimedia (2022)
Junyu Gao, Xiaoshan Yang, Yingying Zhang, Changsheng Xu
Unsupervised Video Summarization via Relation-Aware Assignment Learning. IEEE Trans. Multim. 23 (2021)
Yi Huang, Xiaoshan Yang, Changsheng Xu
Multimodal Global Relation Knowledge Distillation for Egocentric Action Anticipation. ACM Multimedia (2021)
Chaofan Chen, Xiaoshan Yang, Changsheng Xu, Xuhui Huang, Zhe Ma
ECKPN: Explicit Class Knowledge Propagation Network for Transductive Few-Shot Learning. CVPR (2021)
Jie Chen, Qixiang Ye, Xiaoshan Yang, S. Kevin Zhou, Xiaopeng Hong, Li Zhang
Few-shot Learning for Multi-Modality Tasks. ACM Multimedia (2021)
Chaofan Chen, Xiaoshan Yang, Changsheng Xu, Xuhui Huang, Zhe Ma
ECKPN: Explicit Class Knowledge Propagation Network for Transductive Few-shot Learning. CoRR (2021)
Jinxing Pan, Xiaoshan Yang, Yi Huang, Changsheng Xu
Few-shot Egocentric Multimodal Activity Recognition. MMAsia (2021)
Fan Qi, Xiaoshan Yang, Changsheng Xu
Zero-shot Video Emotion Recognition via Multimodal Protagonist-aware Transformer Network. ACM Multimedia (2021)
Fan Qi, Xiaoshan Yang, Changsheng Xu
Emotion Knowledge Driven Video Highlight Detection. IEEE Trans. Multim. 23 (2021)
Xuan Ma, Xiaoshan Yang, Junyu Gao, Changsheng Xu
Health Status Prediction with Local-Global Heterogeneous Behavior Graph. CoRR (2021)
Xuan Ma, Xiaoshan Yang, Junyu Gao, Changsheng Xu
Health Status Prediction with Local-Global Heterogeneous Behavior Graph. ACM Trans. Multim. Comput. Commun. Appl. 17 (4) (2021)
Wei Wang, Junyu Gao, Xiaoshan Yang, Changsheng Xu
Learning Coarse-to-Fine Graph Neural Networks for Video-Text Retrieval. IEEE Trans. Multim. 23 (2021)
Yi Huang, Xiaoshan Yang, Junyu Gao, Jitao Sang, Changsheng Xu
Knowledge-driven Egocentric Multimodal Activity Recognition. ACM Trans. Multim. Comput. Commun. Appl. 16 (4) (2021)
Jinfeng Wei, Yunxin Wang, Mengli Guo, Pei Lv, Xiaoshan Yang, Mingliang Xu
Dynamic Hypergraph Convolutional Networks for Skeleton-Based Action Recognition. CoRR (2021)
Xuecheng Ning, Xiaoshan Yang, Changsheng Xu
Multi-hop Interactive Cross-Modal Retrieval. MMM (2) (2020)
Cuirong Long, Xiaoshan Yang, Changsheng Xu
Cross-domain personalized image captioning. Multim. Tools Appl. 79 (45-46) (2020)
Yiming Li, Xiaoshan Yang, Changsheng Xu
Structured Neural Motifs: Scene Graph Parsing via Enhanced Context. MMM (2) (2020)
Shan Zhang, Xiaoshan Yang, Yanxia Liu, Changsheng Xu
Asymmetric multi-stage CNNs for small-scale pedestrian detection. Neurocomputing 409 (2020)
Peng Jia, Ruiyu Ning, Ruiqi Sun, Xiaoshan Yang, Dongmei Cai
Data-driven Image Restoration with Option-driven Learning for Big and Small Astronomical Image Datasets. CoRR (2020)
Yingying Zhang, Junyu Gao, Xiaoshan Yang, Chang Liu, Yan Li, Changsheng Xu
Find Objects and Focus on Highlights: Mining Object Semantics for Video Highlight Detection via Graph Neural Networks. AAAI (2020)
Fan Qi, Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu
Discriminative multimodal embedding for event classification. Neurocomputing 395 (2020)
Wenhua Meng, Shan Zhang, Xudong Yao, Xiaoshan Yang, Changsheng Xu, Xiaowen Huang
Biomedia ACM MM Grand Challenge 2019: Using Data Enhancement to Solve Sample Unbalance. ACM Multimedia (2019)
Yi Huang, Xiaoshan Yang, Changsheng Xu
Time-Guided High-Order Attention Model of Longitudinal Heterogeneous Healthcare Data. PRICAI (1) (2019)
Tingting Xie, Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu, Ioannis Patras
Exploring Feature Representation and Training Strategies in Temporal Action Localization. ICIP (2019)
Tingting Xie, Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu, Ioannis Patras
Exploring Feature Representation and Training strategies in Temporal Action Localization. CoRR (2019)
Xiaoshan Yang, Changsheng Xu
Image Captioning by Asking Questions. ACM Trans. Multim. Comput. Commun. Appl. 15 (2s) (2019)
Weiming Zhang, Yi Huang, Wanting Yu, Xiaoshan Yang, Wei Wang, Jitao Sang
Multimodal Attribute and Feature Embedding for Activity Recognition. MMAsia (2019)
Yi Huang, Xiaoshan Yang, Changsheng Xu
Time-Guided High-Order Attention Model of Longitudinal Heterogeneous Healthcare Data. CoRR (2019)
Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu
Deep-Structured Event Modeling for User-Generated Photos. IEEE Trans. Multim. 20 (8) (2018)
Qicong Zhang, Ligu Zhu, Xiaoshan Yang
A New Incentive Policy for Improving Data Service in P2P Networks. Wirel. Pers. Commun. 103 (1) (2018)
Yikun Sheng, Xiaoshan Yang, Xueliang Liu, Changsheng Xu
Attribute-Assisted Domain Transfer from Image to Sketch. MIPR (2018)
Fan Qi, Xiaoshan Yang, Changsheng Xu
A Unified Framework for Multimodal Domain Adaptation. ACM Multimedia (2018)
Yifan Jiao, Zhetao Li, Shucheng Huang, Xiaoshan Yang, Bin Liu, Tianzhu Zhang
Three-Dimensional Attention-Based Deep Ranking Model for Video Highlight Detection. IEEE Trans. Multim. 20 (10) (2018)
Yikun Sheng, Xiaoshan Yang, Changsheng Xu
A Standalone Demo for Quiz Game "Describe and Guess". MIPR (2018)
Junyu Gao, Tianzhu Zhang, Xiaoshan Yang, Changsheng Xu
P2T: Part-to-Target Tracking via Deep Regression Learning. IEEE Trans. Image Process. 27 (6) (2018)
Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu
Text2Video: An End-to-end Learning Framework for Expressing Text With Videos. IEEE Trans. Multim. 20 (9) (2018)
Junyu Gao, Tianzhu Zhang, Xiaoshan Yang, Changsheng Xu
Deep Relative Tracking. IEEE Trans. Image Process. 26 (4) (2017)
Yifan Jiao, Xiaoshan Yang, Tianzhu Zhang, Shucheng Huang, Changsheng Xu
Video Highlight Detection via Deep Ranking Modeling. PSIVT (2017)
Xiaoshan Yang, Ligu Zhu, Qicong Zhang
Research on endurance evaluation for NAND flash-based solid state drive. ICIS (2017)
Xiaoshan Yang, Ligu Zhu, Qicong Zhang, Dongyu Feng
Research on Evaluation Method of Big Data Storage Utilization. ACIT/CSII/BCD (2017)
Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu
Abnormal Event Discovery in User Generated Photos. ACM Multimedia (2016)
Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu, Shuicheng Yan, M. Shamim Hossain, Ahmed Ghoneim
Deep Relative Attributes. IEEE Trans. Multim. 18 (9) (2016)
Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu
Semantic Feature Mining for Video Event Understanding. ACM Trans. Multim. Comput. Commun. Appl. 12 (4) (2016)
Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu, M. Shamim Hossain
Automatic Visual Concept Learning for Social Event Understanding. IEEE Trans. Multim. 17 (3) (2015)
Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu, Ming-Hsuan Yang
Boosted Multifeature Learning for Cross-Domain Transfer. ACM Trans. Multim. Comput. Commun. Appl. 11 (3) (2015)
Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu
A new discriminative coding method for image classification. Multim. Syst. 21 (2) (2015)
Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu
Cross-Domain Feature Learning in Multimedia. IEEE Trans. Multim. 17 (1) (2015)
Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu
Locality discriminative coding for image classification. ICIMCS (2013)
Jianbing Shen, Xiaoshan Yang, Xuelong Li, Yunde Jia
Intrinsic Image Decomposition Using Optimization and User Scribbles. IEEE Trans. Cybern. 43 (2) (2013)
Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu, Min Xu
Graph-Guided Fusion Penalty Based Sparse Coding for Image Classification. PCM (2013)
Jianbing Shen, Xiaoshan Yang, Yunde Jia, Xuelong Li
Intrinsic images using optimization. CVPR (2011)