Measuring Social Bias in Vision-Language Models with Face-Only Counterfactuals from Real Photos

Haodong Chen, Qiang Huang, Jiaqi Zhao, Qiuping Jiang, Xiaojun Chang, Jun Yu Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL), 2026.

Cut to the Chase: Training-free Multimodal Summarization via Chain-of-Events

Xiaoxing You, Qiang Huang, Lingyu Li, Xiaojun Chang, Jun Yu IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026.

NimbusGS: Unified 3D Scene Reconstruction under Hybrid Weather

Yanying Li, Jinyang Li, Shengfeng He, Yangyang Xu, Junyu Dong, Yong Du IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026.

PromptDepth: Efficient and Promptable Geometric 3D Vision Model for Embodied Intelligence

Xianyun Wang, Jiaxu Miao, Tian Xu, Siyuan Wang, Yuehao Li, Haoyang Hu, Jun Xiao, Yonghong Tian, Jun Yu IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026.

Memory-Augmented Scene Understanding and Exploration for Open-World Aerial Object-Goal Navigation

Jiacong Zhou, Jiaxu Miao, Yourun Lin, Xianyun Wang, Jun Xiao, Jun Yu IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026.

RFOD: Random Forest-based Outlier Detection for Mixed-Type Tabular Data

Yihao Ang, Peicheng Yao, Yifan Bao, Yushuo Feng, Qiang Huang, Anthony K. H. Tung, Zhiyong Huang IEEE 42nd International Conference on Data Engineering (ICDE, Oral), 2026.

Uni-X: Mitigating Modality Conflict with a Two-End-Separated Architecture for Unified Multimodal Models

Jitai Hao, Hao Liu, Xinyan Xiao, Qiang Huang, Jun Yu Proceedings of the 14th International Conference on Learning Representations (ICLR), 2026.

CTBench: Cryptocurrency Time Series Generation Benchmark

Yihao Ang, Qiang Wang, Qiang Huang, Yifan Bao, Xinyu Xi, Anthony K. H. Tung, Chen Jin, Zhiyong Huang Proceedings of the 14th International Conference on Learning Representations (ICLR), 2026.

Knowledge Completes the Vision: A Multimodal Entity-aware Retrieval-Augmented Generation Framework for News Image Captioning

Xiaoxing You, Qiang Huang, Lingyu Li, Chi Zhang, Xiaopeng Liu, Min Zhang, Jun Yu AAAI Conference on Artificial Intelligence (AAAI, Oral), 2026.

Partially Shared Concept Bottleneck Models

Delong Zhao, Qiang Huang, Di Yan, Yiqun Sun, Jun Yu AAAI Conference on Artificial Intelligence (AAAI), 2026.

Let Your Light Shine: Foreground Portrait Matting via Deep Flash Priors

Tianyi Xiang, Yangyang Xu, Qingxuan Hu, Chenyi Zi, Nanxuan Zhao, Junle Wang, Shengfeng He Transactions on Machine Learning Research (TMLR), 2026.

Zero-Shot Video Translation via Token Warping

Haiming Zhu, Yangyang Xu, Jun Yu, Shengfeng He IEEE Transactions on Visualization and Computer Graphics (TVCG), 2026.

Invert Your Prompt: Editing-Aware Diffusion Inversion

Yangyang Xu, Wenqi Shao, Yong Du, Haiming Zhu, Yang Zhou, Jiayuan Xie, Ping Luo, Shengfeng He International Journal of Computer Vision (IJCV), 2026.

A Token is Worth over 1,000 Tokens: Efficient Knowledge Distillation through Low-Rank Clone

Jitai Hao, Qiang Huang, Hao Liu, Xinyan Xiao, Zhaochun Ren, Jun Yu Advances in Neural Information Processing Systems (NeurIPS, Spotlight), 2025.

Enhancing LLM Planning for Robotics Manipulation through Hierarchical Procedural Knowledge Graphs

Jiacong Zhou, Jiaxu Miao, Xianyun Wang, Jun Yu Advances in Neural Information Processing Systems (NeurIPS), 2025.

DiffusionMat: Alpha Matting as Deterministic Sequential Refinement Learning

Yangyang Xu, Shengfeng He, Wenqi Shao, Yong Du, Kwan-Yee K. Wong, Yu Qiao, Jun Yu, Ping Luo ACM MultiMedia (ACM MM, Oral), 2025.

Cross-Subject Mind Decoding from Inaccurate Representations

Yangyang Xu, Bangzhen Liu, Wenqi Shao, Yong Du, Shengfeng He, Tingting Zhu IEEE/CVF International Conference on Computer Vision (ICCV), 2025.

Stable Score Distillation

Haiming Zhu, Yangyang Xu, Chenshu Xu, Tingrui Shen, Wenxi Liu, Yong Du, Jun Yu, Shengfeng He IEEE/CVF International Conference on Computer Vision (ICCV), 2025.

OmniVTON: Training-Free Universal Virtual Try-On

Zhaotong Yang, Yuhui Li, Shengfeng He, Xinzhe Li, Yangyang Xu, Junyu Dong,Yong Du IEEE/CVF International Conference on Computer Vision (ICCV), 2025.

Adversarial temporal sentence grounding by learning from external data

Tingting Han, Kai Wang, Jun Yu, Sicheng Zhao, Jianping Fan Pattern Recognition, 2025.

PRISM: A Framework for Producing Interpretable Political Bias Embeddings with Political-Aware Cross-Encoder

Yiqun Sun, Qiang Huang, Anthony K. H. Tung, Jun Yu. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL, Oral), 2025.

Don't Reinvent the Wheel: Efficient Instruction-Following Text Embedding based on Guided Space Transformation

Yingchaojie Feng, Yiqun Sun, Yandong Sun, Minfeng Zhu, Qiang Huang, Anthony K. H. Tung, Wei Chen. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL, Oral), 2025.

Implicit Bias Injection Attacks against Text-to-Image Diffusion Models

Huayang Huang, Xiangye Jin, Jiaxu Miao, Yu Wu IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation

Yuan Gan, Jiaxu Miao, Yunze Wang, Yi Yang IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 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.

A General Framework for Producing Interpretable Semantic Text Embeddings

Yiqun Sun, Qiang Huang, Yixuan Tang, Anthony K. H. Tung, Jun Yu Proceedings of the 13th International Conference on Learning Representations (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. Proceedings of the 13th International Conference on Learning Representations (ICLR), 2025.

Deep Kernel Relative Test for Machine-generated Text Detection

Yiliao Song, Zhenqiao Yuan, Shuhai Zhang, Zhen Fang, Jun Yu, Feng Liu. Proceedings of the 13th International Conference on Learning Representations (ICLR), 2025.

Imp: Highly Capable Large Multimodal Models for Mobile Devices

Zhenwei Shao, Zhou Yu, Jun Yu, Xuecheng Ouyang, Lihao Zheng, Zhenbiao Gai, Mingyang Wang, Zhenzhong Kuang, Jiajun Ding IEEE Transactions on Multimedia (TMM), 2025.

Multi-Scale Group Agent Attention-Based Graph Convolutional Decoding Networks for 2D Medical Image Segmentation

Zhichao Wang, Lin Guo, Shuchang Zhao, Shiqing Zhang, Xiaoming Zhao, Jiangxiong Fang, Guoyu Wang, Hongsheng Lu, Jun Yu, Qi Tian IEEE Journal of Biomedical and Health Informatics (JBHI), 2025.

Action-Driven Semantic Representation and Aggregation for Video Captioning

Tingting Han, Yaochen Xu, Jun Yu, Zhou Yu, Sicheng Zhao IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2025.

Fine-grained Adaptive Visual Prompt for Generative Medical Visual Question Answering

Ting Yu, Zixuan Tong, Jun Yu, Ke Zhang. AAAI Conference on Artificial Intelligence (AAAI), 2025.

Occlusion-Insensitive Talking Head Video Generation via Facelet Compensation

Yuhui Deng, Yuqin Lu, Yangyang Xu, Yongwei Nie, Shengfeng He. AAAI Conference on Artificial Intelligence (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 Conference on Artificial Intelligence (AAAI), 2025.

Image Regeneration: Evaluating Text-to-Image Model via Generating Identical Image with Multimodal Large Language Models

Chutian Meng, Fan Ma, Jiaxu Miao, Chi Zhang, Yi Yang, Yueting Zhuang AAAI Conference on Artificial Intelligence (AAAI), 2025.

Consistency Conditioned Memory Augmented Dynamic Diagnosis Model for Medical Visual Question Answering

Ting Yu, Binhui Ge, Shuhui Wang, Yan Yang, Qingming Huang, Jun Yu IEEE Journal of Biomedical and Health Informatics (JBHI), 2025.

Prompting Video-Language Foundation Models With Domain-Specific Fine-Grained Heuristics for Video Question Answering

Ting Yu, Kunhao Fu, Shuhui Wang, Qingming Huang, Jun Yu IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2025.

CoDi: Contrastive Disentanglement Generative Adversarial Networks for Zero-Shot Sketch-Based 3D Shape Retrieval

Min Meng, Wenhang Chen, Jigang Liu, Jun Yu, Jigang Wu IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2025.

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

Yangyang Xu, Shengfeng He, Kwan-Yee K. Wong, Ping Luo International Journal of Computer Vision (IJCV), 2025.

Learnability Matters: Active Learning for Video Captioning

Yiqian Zhang, Buyu Liu, Jun Bao, Qiang Huang, Min Zhang, Jun Yu. Advances in Neural Information Processing Systems (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 MultiMedia (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 MultiMedia (ACM MM), 2024.

Latent Semantic Consensus for Deterministic Geometric Model Fitting

Guobao Xiao, Jun Yu, Jiayi Ma, Deng-Ping Fan, Ling Shao. IEEE Transactions on Pattern Analysis and Machine Intelligence (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. Proceedings of the VLDB Endowment (VLDB), 2024.

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

Yiqun Sun, Qiang Huang, Yanhao Wang, Anthony K. H. Tung. Proceedings of the VLDB Endowment (VLDB), 2024.

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

Biao Wu, Qiang Huang, Anthony K. H. Tung. Proceedings of the VLDB Endowment (VLDB), 2024.

TSGBench: Time Series Generation Benchmark

Yihao Ang, Qiang Huang, Anthony K. H. Tung, Zhiyong Huang. Proceedings of the VLDB Endowment (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 Transactions on Multimedia Computing, Communications, and Applications (ACM TOMM), 2024.

Approximate Kernel Density Estimation under Metric-based Local Differential Privacy

Yi Zhou, Yanhao Wang, Long Teng, Qiang Huang, Cen Chen. Conference on Uncertainty in Artificial Intelligence (UAI), 2024.

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

Mengcheng Lan, Min Meng, Jun Yu, Jigang Wu. IEEE Transactions on Image Processing (TIP), 2024.

GLOW: Global Layout Aware Attacks on Object Detection

Jun Bao, Buyu Liu, Kui Ren, Jun Yu. IEEE/CVF Conference on Computer Vision and Pattern Recognition (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. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.

Facial identity anonymization via intrinsic and extrinsic attention distraction

Zhenzhong Kuang, Xiaochen Yang, Yingjie Shen, Chao Hu, Jun Yu. IEEE/CVF Conference on Computer Vision and Pattern Recognition (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 Transactions on Multimedia Computing, Communications, and Applications (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 Transactions on Multimedia Computing, Communications, and Applications (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. IEEE Transactions on Multimedia (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. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024.

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

Chenshu Xu, Yangyang Xu, Huaidong Zhang, Xuemiao Xu, Shengfeng He. IEEE Transactions on Visualization and Computer Graphics (TVCG), 2024.

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

Yihao Ang, Qiang Huang, Anthony K. H. Tung, Zhiyong Huang. IEEE 40th International Conference on Data Engineering (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. IEEE Transactions on Image Processing (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 Conference on Artificial Intelligence (AAAI), 2024.

BCLNet: Bilateral Consensus Learning for Two-View Correspondence Pruning

Xiangyang Miao, Guobao Xiao, Shiping Wang, Jun Yu. AAAI Conference on Artificial Intelligence (AAAI), 2024.

Graph Context Transformation Learning for Progressive Correspondence Pruning

Junwen Guo, Guobao Xiao, Shiping Wang, Jun Yu. AAAI Conference on Artificial Intelligence (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. IEEE Transactions on Multimedia (TMM), 2024.