A General Framework for Producing Interpretable Semantic Text Embeddings

Yiqun Sun, Qiang Huang, Yixuan Tang, Anthony K. H. Tung, Jun Yu. ICLR 2025

OmniKV: Dynamic Context Selection for Efficient Long-Context LLMs

Jitai Hao, Yuke Zhu, Tian Wang, Jun Yu, Xin Xin, Bo Zheng, Zhaochun Ren, Sheng Guo. ICLR 2025

Deep Kernel Relative Test for Machine-generated Text Detection

Yiliao Song, Zhenqiao Yuan, Shuhai Zhang, Zhen Fang, Jun Yu, Feng Liu. ICLR 2025

RIGID: Recurrent GAN Inversion and Editing of Real Face Videos and Beyond

Yangyang Xu, Shengfeng He, Kwan-Yee K. Wong, Ping Luo. IJCV 2025

Text-guided multimodal depression detection via cross-modal feature reconstruction and decomposition

Ziqiang Chen, Dandan Wang, Liangliang Lou, Shiqing Zhang, Xiaoming Zhao, Shuqiang Jiang, Jun Yu, Jun Xiao. Information Fusion 2025

Occlusion-Insensitive Talking Head Video Generation via Facelet Compensation

Yuhui Deng, Yuqin Lu, Yangyang Xu, Yongwei Nie, Shengfeng He. AAAI 2025

PersonaMagic: Stage-Regulated High-Fidelity Face Customization with Tandem Equilibrium

Xinzhe Li, Jiahui Zhan, Shengfeng He, Yangyang Xu, Junyu Dong, Huaidong Zhang, Yong Du. AAAI 2025

Learnability Matters: Active Learning for Video Captioning

Yiqian Zhang, Buyu Liu, Jun Bao, Qiang Huang, Min Zhang, Jun Yu. NeurIPS 2024

MVPbev: Multi-view Perspective Image Generation from BEV with Test-time Controllability and Generalizability

Buyu Liu, Kai Wang, Yansong Liu, Jun Bao, Tingting Han, Jun Yu. ACM MM 2024

Latent Representation Reorganization for Face Privacy Protection

Zhenzhong Kuang, Jianan Lu, Chenhui Hong, Haobin Huang, Suguo Zhu, Xiaowei Zhao, Jun Yu, Jianping Fan. ACM MM 2024

Latent Semantic Consensus for Deterministic Geometric Model Fitting

Guobao Xiao, Jun Yu, Jiayi Ma, Deng-Ping Fan, Ling Shao. TPAMI 2024

TSGAssist: An Interactive Assistant Harnessing LLMs and RAG for Time Series Generation Recommendations and Benchmarking

Yihao Ang, Yifan Bao, Qiang Huang, Anthony K. H. Tung, Zhiyong Huang. VLDB 2024

DiversiNews: Enriching News Consumption with Relevant yet Diverse News Articles Retrieval

Yiqun Sun, Qiang Huang, Yanhao Wang, Anthony K. H. Tung. VLDB 2024

From Zero to Hero: Detecting Leaked Data through Synthetic Data Injection and Model Querying

Biao Wu, Qiang Huang, Anthony K. H. Tung. VLDB 2024

TSGBench: Time Series Generation Benchmark

Yihao Ang, Qiang Huang, Anthony K. H. Tung, Zhiyong Huang. VLDB 2024

Semi-supervised RGB-D Hand Gesture Recognition via Mutual Learning of Self-supervised Models

Jian Zhang, Kaihao He, Ting Yu, Jun Yu, Zhenming Yuan. ACM TOMM 2024

Approximate Kernel Density Estimation under Metric-based Local Differential Privacy

Yi Zhou, Yanhao Wang, Long Teng, Qiang Huang, Cen Chen. UAI 2024

Learning to Discover Knowledge: A Weakly-Supervised Partial Domain Adaptation Approach

Mengcheng Lan, Min Meng, Jun Yu, Jigang Wu. TIP 2024

GLOW: Global Layout Aware Attacks on Object Detection

Jun Bao, Buyu Liu, Kui Ren, Jun Yu. CVPR 2024

LidaRF: Delving into Lidar for Neural Radiance Field on Street Scenes

Shanlin Sun, Bingbing Zhuang, Ziyu Jiang, Buyu Liu, Xiaohui Xie, Manmohan Chandraker. CVPR 2024

Facial identity anonymization via intrinsic and extrinsic attention distraction

Zhenzhong Kuang, Xiaochen Yang, Yingjie Shen, Chao Hu, Jun Yu. CVPR 2024

Recurrent appearance flow for occlusion-free virtual try-on

Xiaoling Gu, Junkai Zhu, Yongkang Wong, Zizhao Wu, Jun Yu, Jianping Fan, Mohan Kankanhalli. ACM TOMM 2024

Effective Video Summarization by Extracting Parameter-Free Motion Attention

Tingting Han, Quan Zhou, Jun Yu, Zhou Yu, Jianhui Zhang, Sicheng Zhao. ACM TOMM 2024

DSIS-DPR:Structured Instance Segmentation and Diffusion Prior Refinement for Dental Anatomy Learning

Xianyun Wang, Linhong Wang, Zhenchen Yang, Jiacong Zhou, Yuchen Zheng, Feng Chen, Richang Hong, Jun Yu, Fan Yang. TMM 2024

Regularly Truncated M-Estimators for Learning With Noisy Labels

Xiaobo Xia, Pengqian Lu, Chen Gong, Bo Han, Jun Yu, Jun Yu, Tongliang Liu. TPAMI 2024

DreamAnime: Learning Style-Identity Textual Disentanglement for Anime and Beyond

Chenshu Xu, Yangyang Xu, Huaidong Zhang, Xuemiao Xu, Shengfeng He. TVCG 2024

EADS: An Early Anomaly Detection System for Sensor-based Multivariate Time Series

Yihao Ang, Qiang Huang, Anthony K. H. Tung, Zhiyong Huang. ICDE 2024

Multi-Granularity Contrastive Cross-Modal Collaborative Generation for End-to-End Long-Term Video Question Answering

Ting Yu, Kunhao Fu, Jian Zhang, Qingming Huang, Jun Yu. TIP 2024

Multi-domain deep learning from a multi-view perspective for cross-border e-commerce search

Yiqian Zhang, Yinfu Feng, Wen-Ji Zhou, Yunan Ye, Min Tan, Rong Xiao, Haihong Tang, Jiajun Ding, Jun Yu. AAAI 2024

BCLNet: Bilateral Consensus Learning for Two-View Correspondence Pruning

Xiangyang Miao, Guobao Xiao, Shiping Wang, Jun Yu. AAAI 2024

Graph Context Transformation Learning for Progressive Correspondence Pruning

Junwen Guo, Guobao Xiao, Shiping Wang, Jun Yu. AAAI 2024

Multi-Task Paired Masking With Alignment Modeling for Medical Vision-Language Pre-Training

Ke Zhang, Yan Yang, Jun Yu, Hanliang Jiang, Jianping Fan, Qingming Huang, Weidong Han. TMM 2024