Behavior-Contextualized Item Preference Network for Multi-Behavior Recommendation (Code)
Mingshi Yan, Fan Liu, Jing Sun, Fuming Sun, Zhiyong Cheng, Yahong Han
SIGIR 2024
Generalizing to Out-of-Sample Degradations via Model Reprogramming (Code)
Runhua Jiang, Yahong Han
IEEE TIP, DOI: 10.1109/TIP.2024.3378181
The Metric System and Its Completeness of Adversarial Robustness Evaluation (In Chinese, 对抗鲁棒性评估的指标体系及其完备性)
Yucheng Shi, Yahong Han
Journal of Software (软件学报)
Prompt-Driven Dynamic Object-Centric Learning for Single Domain Generalization (Code)
Deng Li, Aming Wu, Yaowei Wang, Yahong Han
CVPR 2024
Weakly-Supervised Video Anomaly Detection with Snippet Anomalous Attention (Code)
Yidan Fan, Yongxin Yu, Wenhuan Lu, Yahong Han
IEEE TCSVT, DOI: 10.1109/TCSVT.2024.3350084
Joint Correcting and Refinement for Balanced Low-Light Image Enhancement (Project Page)
Nana Yu, Hong Shi, Yahong Han
IEEE TMM, DOI: 10.1109/TMM.2023.3348333
Cascade & Allocate: A Cross-structure Adversarial Attack against Models Fusing Vision and Language
Boyuan Zhang, Yucheng Shi, Yahong Han, Qinghua Hu, Weiping Ding
Information Fusion, 104 (2024) 102179 (DOI: https://doi.org/10.1016/j.inffus.2023.102179)
Multi-Source Collaborative Gradient Discrepancy Minimization for Federated Domain Generalization (Code)
Yikang Wei, Yahong Han
AAAI 2024
OraclePoints: A Hybrid Neural Representation for Oracle Character
Runhua Jiang, Yongge Liu, Boyuan Zhang, Xu Chen, Deng Li, Yahong Han
ACM Multimedia 2023
Saliency Prototype for RGB-D and RGB-T Salient Object Detection (Project Page)
Zihao Zhang, Jie Wang, Yahong Han
ACM Multimedia 2023
Uncertainty-Aware Variate Decomposition for Self-supervised Blind Image Deblurring (Code)
Runhua Jiang, Yahong Han
ACM Multimedia 2023 (Oral)
Camouflaged Object Segmentation based on Matching-Recognition-Refinement Network
Xinyu Yan, Meijun Sun, Yahong Han, Zheng Wang
IEEE TNNLS, DOI: 10.1109/TNNLS.2023.3291595
Source-free and Black-box Domain Adaptation via Distributionally Adversarial Training (Project Page)
Yucheng Shi, Kunhong Wu, Yahong Han, Yunfeng Shao, Bingshuai Li, Fei Wu
Pattern Recognition, DOI: https://doi.org/10.1016/j.patcog.2023.109750
Reliable and Interpretable Personalized Federated Learning
Zixuan Qin, Liu Yang, Qilong Wang, Yahong Han, Qinghua Hu
CVPR 2023
Multi-source Collaborative Contrastive Learning for Decentralized Domain Adaptation (Code)
Yikang Wei, Liu Yang, Yahong Han, Qinghua Hu
IEEE TCSVT, DOI: 10.1109/TCSVT.2022.3219893
Decision-based Black-box Attack Against Vision Transformers via Patch-wise Adversarial Removal (Project Page)
Yucheng Shi, Yahong Han, Yu-an Tan, Xiaohui Kuang
NeurIPS 2022
Curiosity-Driven Salient Object Detection with Fragment Attention
Zheng Wang, Pengzhi Wang, Yahong Han, Xue Zhang, Meijun Sun, Qi Tian
IEEE TIP, DOI: 10.1109/TIP.2022.3203605
Action Keypoint Network for Efficient Video Recognition
Xu Chen, Yahong Han, Xiaohan Wang, Yifan Sun, Yi Yang
IEEE TIP, DOI: 10.1109/TIP.2022.3191461
Query-efficient Black-box Adversarial Attack with Customized Iteration and Sampling (Project Page) (Early Access)
Yucheng Shi, Yahong Han, Qinghua Hu, Yi Yang, Qi Tian
IEEE TPAMI, DOI: 10.1109/TPAMI.2022.3169802
Logic Rule Guided Attribution with Dynamic Ablation (Project Page)
Jianqiao An, Yuandu Lai, Yahong Han
AAAI 2022 (Oral)
Anomaly Detection with Prototype-Guided Discriminative Latent Embeddings (Project Page)
Yuandu Lai, Yahong Han, Yaowei Wang
IEEE ICDM 2021 (Regular Paper, acceptance rate 9.9%)
Universal-Prototype Enhancing for Few-Shot Object Detection (Project Page)
Aming Wu, Yahong Han, Linchao Zhu, Yi Yang
ICCV 2021
Vector-Decomposed Disentanglement for Domain-Invariant Object Detection (Project Page) (Preprint)
Aming Wu, Rui Liu, Yahong Han, Linchao Zhu, Yi Yang
ICCV 2021
Video-to-Image Casting: A Flatting Method for Video Analysis
Xu Chen, Chengqiang Gao, Feng Yang, Xiaohan Wang, Yi Yang, Yahong Han
ACM Multimedia 2021 (Oral)
Active and Compact Entropy Search for High-Dimensional Bayesian Optimization
Run Li, Yucheng Shi, Yahong Han, Yunfeng Shao, Meiyu Qi, Bingshuai Li
IEEE TKDE, DOI: 10.1109/TKDE.2021.3077279
Instance-Invariant Domain Adaptive Object Detection via Progressive Disentanglement (arXiv Preprint) (Project Page)
Aming Wu, Yahong Han, Linchao Zhu, Yi Yang
IEEE TPAMI, DOI: 10.1109/TPAMI.2021.3060446
Hierarchical Memory Decoder for Visual Narrating
Aming Wu, Yahong Han, Zhou Zhao, Yi Yang
IEEE TCSVT, DOI: 10.1109/TCSVT.2020.3020877
Extract and Merge: Superpixel Segmentation with Regional Attributes
Jianqiao An, Yucheng Shi, Yahong Han, Meijun Sun, Qi Tian
ECCV 2020
Bidirectional Adversarial Training for Semi-Supervised Domain Adaptation
Pin Jiang, Aming Wu, Yahong Han, Yunfeng Shao, Meiyu Qi, Bingshuai Li
IJCAI 2020
Polishing Decision-based Adversarial Noise with a Customized Sampling
Yucheng Shi, Yahong Han, Qi Tian
CVPR 2020
Adaptive Iterative Attack towards Explainable Adversarial Robustness
Yucheng Shi, Yahong Han, Quanxin Zhang, Xiaohui Kuang
Pattern Recognition
Convolutional Reconstruction-to-Sequence for Video Captioning (Project Page)
Aming Wu, Yahong Han, Yi Yang, Qinghua Hu, Fei Wu
IEEE TCSVT
Reasoning with Heterogeneous Graph Alignment for Video Question Answering (Project Page)
Pin Jiang, Yahong Han
AAAI 2020
Multi-Speaker Video Dialog with Frame-Level Temporal Localization (Project Page)
Qiang Wang, Pin Jiang, Yahong Han, Zhou Zhao
AAAI 2020
Connective Cognition Network for Directional Visual Commonsense Reasoning (Project Page)
Aming Wu, Linchao Zhu, Yahong Han, Yi Yang
NeurIPS 2019
Ranking Video Salient Object Detection
Zheng Wang, Xinyu Yan, Yahong Han, Meijun Sun
ACM Multimedia 2019
Video Interactive Captioning with Human Prompts (Project Page)
Aming Wu, Yahong Han, Yi Yang
IJCAI 2019
Curls & Whey: Boosting Black-Box Adversarial Attacks (Project Page)
Yucheng Shi, Siyu Wang, Yahong Han
CVPR 2019, (Oral)
Movie Question Answering via Textual Memory and Plot Graph
Yahong Han, Bo Wang, Richang Hong, Fei Wu
IEEE TCSVT 2019
Adaptive Sparse Confidence-Weighted Learning for Online Feature Selection
Yanbin Liu, Yan Yan, Ling Chen, Yahong Han, Yi Yang
AAAI 2019
Spotting and Aggregating Salient Regions for Video Captioning (Project Page)
Huiyun Wang, Youjiang Xu, Yahong Han
ACM Multimedia 2018
Explore Multi-Step Reasoning in Video Question Answering (Project Page)
Xiaomeng Song, Yucheng Shi, Xin Chen, Yahong Han
ACM Multimedia 2018
Sequential Video VLAD: Training the Aggregation Locally and Temporally (code)
Youjiang Xu, Yahong Han, Richang Hong, Qi Tian
IEEE Transactions on Image Processing (IEEE T-IP)
Semi-Supervised Regression with Optimized Rank for Matrix Data Classification
Jianguang Zhang, Jianmin Jiang, Yahong Han
IEEE Transactions on Cybernetics (IEEE T-CYB)
Multi-modal Circulant Fusion for Video-to-Language and Backward (code)
Aming Wu, Yahong Han
2018 International Joint Conferences on Artificial Intelligence (IJCAI 2018)
Schmidt: Image Augmentation for Black-Box Adversarial Attack
Yucheng Shi, Yahong Han
IEEE ICME 2018 (Oral Paper)
Universal Perturbation Generation for Black-box Attack Using Evolutionary Algorithms
Siyu Wang, Yucheng Shi, Yahong Han
ICPR 2018
Movie Question Answering: Remembering the Textual Cues for Layered Visual Contents(code)
Winner of the MovieQA and The Large Scale Movie Description Challenge (LSMDC) @ ICCV 2017
Bo Wang, Youjiang Xu, Yahong Han, Richang Hong
AAAI 2018
Catching the Temporal Regions-of-Interest for Video Captioning (Project Page)
Ziwei Yang, Yahong Han, Zheng Wang
ACM Multimedia 2017 (Oral Paper and Best Paper Presentation)
Multirate Multimodal Video Captioning
The Runner-up of the 2nd MSR Video to Language Challenge
Ziwei Yang, Youjiang Xu, Huiyun Wang, Bo Wang, Yahong Han
ACM Multimedia 2017 (ACM MM 2017 Grand Challenge Honorable Mention Award)
Distribution Sensitive Product Quantization
Linhao Li, Qinghua Hu, Yahong Han, Xin Li
IEEE Transactions on Circuits and Systems for Video Technology (IEEE T-CSVT)
Top Attention in Line with Time: A Light-weight Strategy (code)
Youjiang Xu, Shichao Zhao, Yahong Han, Qinghua Hu, Fei Wu
IEEE ICME 2017 (Among Top 3% of the main program paper submissions)
Pooling the Convolutional Layers in Deep ConvNets for Video Action Recognition
Shichao Zhao, Yanbin Liu, Yahong Han, Richang Hong, Qinghua Hu, Qi Tian
IEEE Transactions on Circuits and Systems for Video Technology (IEEE T-CSVT)
Semi-supervised Online Multi-kernel Similarity Learning for Image Retrieval
Jianqing Liang, Qinghua Hu, Wenwu Wang, Yahong Han
IEEE Transactions on Multimedia (IEEE T-MM)
Semi-Supervised Image-to-Video Adaptation for Video Action Recognition
Jianguang Zhang, Yahong Han, Jinhui Tang, Qinghua Hu, Jianmin Jiang
IEEE Transactions on Cybernetics (IEEE T-CYB), 2017, 47(4): 960-973
Compact and Discriminative Descriptor Inference using Multi-Cues
Yahong Han, Yi Yang, Fei Wu, Richang Hong
IEEE Transactions on Image Processing (IEEE T-IP),VOL. 24, NO. 12, pp.5114-5126, 2015
Semi-Supervised Feature Selection via Spline Regression for Video Semantic Recognition (code)
Yahong Han, Yi Yang, Yan Yan, Zhigang Ma, Nicu Sebe, Xiaofang Zhou
IEEE Transactions on Neural Networks and Learning Systems (IEEE T-NNLS), VOL. 26, NO. 2, pp.252-264, 2015
Summarization-based Video Caption via Deep Neural Networks
Guang Li, Shubo Ma, Yahong Han
ACM Multimedia 2015 (ACM MM 2015)
Tensor Rank Selection for Multimedia Analysis
Jianguang Zhang, Yahong Han*, Jianmin Jiang
Journal of Visual Communication and Image Representation, 30: 376-392 (2015)
Inferring Painting Style with Multi-task Dictionary Learning
Gaowen Liu, Yan Yan, Elisa Ricci, Yi Yang, Yahong Han, Nicu Sebe
International Joint Conferences on Artificial Intelligence 2015 (IJCAI 2015)
Discriminative multi-view feature selection and fusion
Yanbin Liu, Binbing Liao, Yahong Han
IEEE ICME 2015 (Oral Paper and Among Top 15% of All Accpeted Papers)
Describing Images with Hierarchical Concepts and Object Class Localization
Yahong Han, Guang Li
ACM ICMR 2015 (Full Paper)
Output Feature Augmented Lasso
Changqing Zhang, Yahong Han, Xiaojie Guo, Xiaochun Cao
IEEE International Conference on Data Mining 2014 (ICDM 2014), Accepted as Regular (Oral) Paper, Acceptance Rate 9.7%
Augmenting Image Descriptions Using Structured Prediction Output
Yahong Han, Xingxing Wei, Xiaochun Cao, Yi Yang, Xiaofang Zhou
IEEE Transactions on Multimedia (IEEE T-MM), VOL.16, NO.6, pp.1665-1676, 2014
What Can We Learn about Motion Videos from Still Images?
Jianguang Zhang, Yahong Han, Jinhui Tang, Qinghua Hu, Jianmin Jiang
ACM Multimedia 2014 (ACM MM 2014)
Attribute Prediction with Long-Range Interactions via Path Coding
Zhuhao Wang, Fei Wu, Yahong Han, Jiebo Luo, Qi Tian, Yueting Zhuang
ICIP 2014
Video Segmentation via Adaptive Higher-Order CRF with Windowed Dynamics
Xiaonan Song, Yahong Han, Jianmin Jiang, A. Hilton
2014 ACM International Conference on Internet Multimedia Computing and Service (ICIMCS 2014, Best Student Paper Award)
Feature Selection with Spatial Path Coding for Multimedia Analysis
Yahong Han, Jingjing Chen, Xiaochun Cao, Congfu Xu, Haoquan Shen
Information Sciences, 281 (2014) 523–535
Image Attribute Adaptation (code)
Yahong Han, Yi Yang, Zhigang Ma, Haoquan Shen, Nicu Sebe, Xiaofang Zhou
IEEE Transactions on Multimedia (IEEE T-MM), VOL.16, NO.4, pp.1115-1126, 2014
Discovering Discriminative Graphlets for Aerial Image Category Recognition
Luming Zhang, Yahong Han, Yi Yang, Mingli Song, Shuicheng Yan, Qi Tian
IEEE Transactions on Image Processing (IEEE T-IP), VOL.22, NO.12, pp.5071-5084, 2013
Object Coding on the Semantic Graph for Scene Classification
Jingjing Chen, Yahong Han, Xiaochun Cao, Qi Tian
ACM Multimedia 2013 (ACM MM 2013)
Visual Saliency Detection based on Photographic Composition
Jingjing Chen, Yahong Han, Handong Zhao, Xiaochun Cao
2013 ACM International Conference on Internet Multimedia Computing and Service (ICIMCS 2013, Best Paper Honorable Mention)
Discriminative Multi-Task Feature Selection
Yahong Han, Jianguang Zhang, Zhongwen Xu, Shoou-I Yu
Twenty-Fourth AAAI Conference on Artificial Intelligence, LBP Track, (AAAI 2013)
Co-Regularized Ensemble for Feature Selection
Yahong Han, Yi Yang, Xiaofang Zhou
International Joint Conferences on Artificial Intelligence 2013 (IJCAI 2013)
Robust Tensor Clustering with Non-Greedy Maximization
Xiaochun Cao, Xingxing Wei, Yahong Han, Yi Yang, Donghai Lin
International Joint Conferences on Artificial Intelligence 2013 (IJCAI 2013)
Unified Dictionary Learning and Region Tagging with Hierarchical Sparse Representation
Xiaochun Cao, Xingxing Wei, Yahong Han*, Yi Yang, NicuSebe, Alexander Hauptmann
Computer Vision and Image Understanding (CVIU), 117 (2013) 934–946
Image Classification with Manifold Learning for Out-of-Sample Data
Yahong Han, Zhongwen Xu, Zhigang Ma, Zi Huang
Signal Processing, 93 (8): 2169–2177, 2013
Correlated Attribute Transfer with Multi-task Graph-Guided Fusion
Yahong Han, Fei Wu, Xinyan Lu, Qi Tian, Yueting Zhuang, Jiebo Luo
ACM Multimedia 2012 (ACM MM 2012). (Full Paper)
Graph-Guided Sparse Reconstruction for Region Tagging
Yahong Han, Fei Wu, Qi Tian, Yueting Zhuang
2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2012)
Sparse Unsupervised Dimensionality Reduction for Multiple View Data
Yahong Han, Fei Wu, Dacheng Tao, Jian Shao, Yueting Zhuang, Jianmin Jiang
IEEE Transactions on Circuits and Systems for Video Technology (IEEE T-CSVT), VOL.22, NO.10, pp.1485-1496, 2012.
Image Annotation by Input-Output Structural Grouping Sparsity
Yahong Han, Fei Wu, Qi Tian, Yueting Zhuang
IEEE Transactions on Image Processing (IEEE T-IP), VOL.21, NO.6, pp.3066-3079, 2012
The Heterogeneous Feature Selection with Structural Sparsity for Multimedia Annotation and Hashing: A Survey
Fei Wu, Yahong Han, Xiang Liu, Jian Shao, Zhongfei Zhang, Yueting Zhuang
International Journal of Multimedia Information Retrieval. Invited Paper, (2012)1: 3–15
The Extensions of Spectral Hashing and Their Stability
Chuanfei Ouyang, Yahong Han, Yueting Zhuang, Fei Wu, Jun Xiao
2011 Asian Conference on Design and Digital Engineering (ACDDE 2011)
Stable Multi-label Boosting for Image Annotation with Structural Feature Selection
Yueting Zhuang, Yahong Han*, Fei Wu, Jiacheng Yang
SCIENCE CHINA: Information Sciences VOL.54, NO.12, pp.2508-2521,2011
Multi-label Transfer learning with Sparse Representation
Yahong Han, Fei Wu, Yueting Zhuang, Xiaofei He
IEEE Transactions on Circuits and Systems for Video Technology (IEEE T-CSVT), VOL.20, NO.8, pp.1110-1121, 2010
Multi-task Sparse Discriminant Analysis (MtSDA) with Overlapping Categories
Yahong Han, Fei Wu, Jinzhu Jia, Yueting Zhuang, Bin Yu
In Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2010)
Oral Paper of Main Technical Track, pp.469-474, 2010.(pdf)
Multiple Hypergraph Ranking for Video Concept Detection
Yahong Han, Jian Shao, Fei Wu, Baogang Wei
Journal of Zhejiang University-SCIENCE C (Computers & Electronics), 2010 VOL.11, NO.7, pp.525-537, 2010
Multiple Hypergraph Clustering of Web Images by Mining Word2Image Correlations
Fei Wu, Yahong Han*, Yueting Zhuang
Journal of Computer Science and Technology, VOL.25, NO.4, pp.750-760, 2010
Clustering Web Images by Correlation Mining of Image-Text
Fei Wu, Yahong Han, Yueting Zhuang, Jian Shao
Journal of Software (in Chinese), VOL.21, NO.7, pp.1561−1575, 2010
Multi-label Image Annotation by Structural Grouping Sparsity
Yahong Han, Fei Wu, Yueting Zhuang
Chapter in the Springer Book ‘Social Media Modeling and Computing’, 2011
Book Co-Editors: Steven Hoi, Jiebo Luo, Susanne Boll, Dong Xu, Rong Jin, Irwin King