XYLayoutLM: Towards Layout-Aware Multimodal Networks For Visually-Rich Document Understanding. - Zhangxuan Gu; Changhua Meng; Ke Wang 042; Jun Lan 001; Weiqiang Wang 002; Ming Gu 011; Liqing Zhang 001 (CVPR, 2022)

DiffusionInst: Diffusion Model for Instance Segmentation. - Zhangxuan Gu; Haoxing Chen; Zhuoer Xu; Jun Lan 001; Changhua Meng; Weiqiang Wang 002 (CoRR, 2022)

Automatic Segmentation of Pneumothorax in Chest Radiographs Based on a Two-Stage Deep Learning Method. - Xiyue Wang; Sen Yang 006; Jun Lan 001; Yuqi Fang; Jianhui He; Minghui Wang; Jing Zhang 051; Xiao Han 011 (IEEE Trans. Cogn. Dev. Syst., 2022)

Mobile User Interface Element Detection Via Adaptively Prompt Tuning. - Zhangxuan Gu; Zhuoer Xu; Haoxing Chen; Jun Lan 001; Changhua Meng; Weiqiang Wang 002 (CVPR, 2023)

Hierarchical Dynamic Image Harmonization. - Haoxing Chen; Zhangxuan Gu; Yaohui Li; Jun Lan 001; Changhua Meng; Weiqiang Wang 002; Huaxiong Li (ACM Multimedia, 2023)

DiffUTE: Universal Text Editing Diffusion Model. - Haoxing Chen; Zhuoer Xu; Zhangxuan Gu; Jun Lan 001; Xing Zheng; Yaohui Li; Changhua Meng; Huijia Zhu; Weiqiang Wang 002 (NeurIPS, 2023)

ControlCom: Controllable Image Composition using Diffusion Model. - Bo Zhang 075; Yuxuan Duan; Jun Lan 001; Yan Hong 001; Huijia Zhu; Weiqiang Wang 002; Li Niu 002 (CoRR, 2023)

Boosting Audio-visual Zero-shot Learning with Large Language Models. - Haoxing Chen; Yaohui Li; Yan Hong 001; Zizheng Huang; Zhuoer Xu; Zhangxuan Gu; Jun Lan 001; Huijia Zhu; Weiqiang Wang 002 (CoRR, 2023)

Supervised Contrastive Learning for Snapshot Spectral Imaging Face Anti-Spoofing. - Chuanbiao Song; Yan Hong 001; Jun Lan 001; Huijia Zhu; Weiqiang Wang 002; Jianfu Zhang 003 (CVPR Workshops, 2024)

ComFusion: Enhancing Personalized Generation by Instance-Scene Compositing and Fusion. - Yan Hong 001; Yuxuan Duan; Bo Zhang 075; Haoxing Chen; Jun Lan 001; Huijia Zhu; Weiqiang Wang 002; Jianfu Zhang 003 (ECCV (44), 2024)

COIN-Matting: Confounder Intervention for Image Matting. - Zhaohe Liao; Jiangtong Li; Jun Lan 001; Huijia Zhu; Weiqiang Wang 002; Li Niu 002; Liqing Zhang 001 (ECCV (19), 2024)

Segment Anything Model Meets Image Harmonization. - Haoxing Chen; Yaohui Li; Zhangxuan Gu; Zhuoer Xu; Jun Lan 001; Huaxiong Li (ICASSP, 2024)

DomainGallery: Few-shot Domain-driven Image Generation by Attribute-centric Finetuning. - Yuxuan Duan; Yan Hong 001; Bo Zhang 075; Jun Lan 001; Huijia Zhu; Weiqiang Wang 002; Jianfu Zhang 003; Li Niu 002; Liqing Zhang 001 (NeurIPS, 2024)

DeMamba: AI-Generated Video Detection on Million-Scale GenVideo Benchmark. - Haoxing Chen; Yan Hong 001; Zizheng Huang; Zhuoer Xu; Zhangxuan Gu; Yaohui Li; Jun Lan 001; Huijia Zhu; Jianfu Zhang 003; Weiqiang Wang 002; Huaxiong Li (CoRR, 2024)

Stochastic Layer-Wise Shuffle: A Good Practice to Improve Vision Mamba Training. - Zizheng Huang; Haoxing Chen; Jiaqi Li; Jun Lan 001; Huijia Zhu; Weiqiang Wang 002; Limin Wang 002 (CoRR, 2024)

WildFake: A Large-Scale and Hierarchical Dataset for AI-Generated Images Detection. - Yan Hong 001; Jianming Feng; Haoxing Chen; Jun Lan 001; Huijia Zhu; Weiqiang Wang 002; Jianfu Zhang 003 (AAAI, 2025)

Efficient Transfer Learning for Video-language Foundation Models. - Haoxing Chen; Zizheng Huang; Yan Hong 001; Yanshuo Wang; Zhongcai Lyu; Zhuoer Xu; Jun Lan 001; Zhangxuan Gu (CVPR, 2025)

NTIRE 2025 challenge on Text to Image Generation Model Quality Assessment. - Shuhao Han; Haotian Fan; Fangyuan Kong; Wenjie Liao; Chunle Guo; Chongyi Li; Radu Timofte; Liang Li; Tao Li; Junhui Cui; Yunqiu Wang; Yang Tai; et al. (CVPR Workshops, 2025)

VQualA 2025 Challenge on Image Super-Resolution Generated Content Quality Assessment: Methods and Results. - Yixiao Li; Xin Li 082; Chris Wei Zhou; Shuo Xing; Hadi Amirpour; Xiaoshuai Hao; Guanghui Yue 001; Baoquan Zhao; Weide Liu; Xiaoyuan Yang 003; Zhengzhong Tu; Xinyu Li; et al. (ICCVW, 2025)

Hybrid Vision Transformer and Convolutional Neural Network for Super-Resolution Image Quality Assessment. - Xinyu Li; Chuanbiao Song; Chenqi Zhang; Jun Lan 001; Huijia Zhu; Weiqiang Wang 002; Xiaoyan Sun (ICCVW, 2025)

UniAttackData+: Unified Physical-Digital Attack Detection+ Challenge. - Hui Ma 018; Ajian Liu 001; Yongze Li; Chuanbiao Song; Xiao Guo; Changtao Miao; Wanyi Zhuang; Junze Zheng; Shunxin Chen; Yan Hong 001; Jiabao Guo; Jiankang Deng; et al. (ICCVW, 2025)

Stochastic Layer-Wise Shuffle for Improving Vision Mamba Training. - Zizheng Huang; Haoxing Chen; Jiaqi Li; Jun Lan 001; Huijia Zhu; Weiqiang Wang 002; Limin Wang 002 (ICML, 2025)

Towards Explainable Fake Image Detection with Multi-Modal Large Language Models. - Yikun Ji; Yan Hong 001; Jiahui Zhan; Haoxing Chen; Jun Lan 001; Huijia Zhu; Weiqiang Wang 002; Liqing Zhang 001; Jianfu Zhang 003 (ACM Multimedia, 2025)

InterAnimate: Taming Region-Aware Diffusion Model for Realistic Human Interaction Animation. - Yukang Lin; Yan Hong 001; Zunnan Xu; Xindi Li; Chao Xu; Chuanbiao Song; Ronghui Li; Haoxing Chen; Jun Lan 001; Huijia Zhu; Weiqiang Wang 002; Jianfu Zhang 003; et al. (ACM Multimedia, 2025)

COCO-Inpaint: A Benchmark for Image Inpainting Detection and Manipulation Localization. - Haozhen Yan; Yan Hong 001; Jiahui Zhan; Yikun Ji; Jun Lan 001; Huijia Zhu; Weiqiang Wang 002; Jianfu Zhang 003 (CoRR, 2025)

Robustness in AI-Generated Detection: Enhancing Resistance to Adversarial Attacks. - Haoxuan Sun; Yan Hong 001; Jiahui Zhan; Haoxing Chen; Jun Lan 001; Huijia Zhu; Weiqiang Wang 002; Liqing Zhang 001; Jianfu Zhang 003 (CoRR, 2025)

Benchmarking Unified Face Attack Detection via Hierarchical Prompt Tuning. - Ajian Liu 001; Haocheng Yuan; Xiao Guo; Hui Ma 018; Wanyi Zhuang; Changtao Miao; Yan Hong 001; Chuanbiao Song; Jun Lan 001; Qi Chu 001; Tao Gong; Yanyan Liang 001; et al. (CoRR, 2025)

NTIRE 2025 challenge on Text to Image Generation Model Quality Assessment. - Shuhao Han; Haotian Fan; Fangyuan Kong; Wenjie Liao; Chunle Guo; Chongyi Li; Radu Timofte; Liang Li; Tao Li; Junhui Cui; Yunqiu Wang; Yang Tai; et al. (CoRR, 2025)

DS-VTON: High-Quality Virtual Try-on via Disentangled Dual-Scale Generation. - Xianbing Sun; Yan Hong 001; Jiahui Zhan; Jun Lan 001; Huijia Zhu; Weiqiang Wang 002; Liqing Zhang 001; Jianfu Zhang 003 (CoRR, 2025)

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs. - Yikun Ji; Hong Yan; Jun Lan 001; Huijia Zhu; Weiqiang Wang 002; Qi Fan; Liqing Zhang 001; Jianfu Zhang 003 (CoRR, 2025)

EMIT: Enhancing MLLMs for Industrial Anomaly Detection via Difficulty-Aware GRPO. - Wei Guan; Jun Lan 001; Jian Cao; Hao Tan; Huijia Zhu; Weiqiang Wang 002 (CoRR, 2025)

Veritas: Generalizable Deepfake Detection via Pattern-Aware Reasoning. - Hao Tan; Jun Lan 001; Zichang Tan; Ajian Liu 001; Chuanbiao Song; Senyuan Shi; Huijia Zhu; Weiqiang Wang 002; Jun Wan 001; Zhen Lei 001 (CoRR, 2025)

GAMMA: Generalizable Alignment via Multi-task and Manipulation-Augmented Training for AI-Generated Image Detection. - Haozhen Yan; Yan Hong 001; Suning Lang; Jiahui Zhan; Yikun Ji; Yujie Gao 001; Jun Lan 001; Huijia Zhu; Weiqiang Wang 002; Jianfu Zhang 003 (CoRR, 2025)

Zoom-In to Sort AI-Generated Images Out. - Yikun Ji; Yan Hong 001; Bowen Deng; Jun Lan 001; Huijia Zhu; Weiqiang Wang 002; Liqing Zhang 001; Jianfu Zhang 003 (CoRR, 2025)

Conditional Prototype Rectification Prompt Learning. - Haoxing Chen; Yaohui Li; Zizheng Huang; Yan Hong 001; Zhuoer Xu; Zhangxuan Gu; Jun Lan 001; Huijia Zhu; Weiqiang Wang 002 (IEEE Trans. Circuits Syst. Video Technol., 2025)

RAMA: Retrieval-Augmented Multi-Agent Framework for Misinformation Detection in Multimodal Fact-Checking. - Shuo Yang 011; Zijian Yu; Zhenzhe Ying; Yuqin Dai; Guoqing Wang; Jun Lan 001; Jinfeng Xu 003; Jinze Li 001; Edith C. H. Ngai (WWW (Companion Volume), 2026)

Generalizable and Adaptive Continual Learning Framework for AI-Generated Image Detection. - Hanyi Wang; Jun Lan 001; Yaoyu Kang; Huijia Zhu; Weiqiang Wang 002; Zhuosheng Zhang 001; Shilin Wang (IEEE Trans. Multim., 2026)

VTONGuard: Automatic Detection and Authentication of AI-Generated Virtual Try-On Content. - Shengyi Wu; Yan Hong 001; Shengyao Chen; Zheng Wang; Xianbing Sun; Jiahui Zhan; Jun Lan 001; Jianfu Zhang 003 (CoRR, 2026)

Adaptive and Balanced Re-initialization for Long-timescale Continual Test-time Domain Adaptation. - Yanshuo Wang; Jinguang Tong; Jun Lan 001; Weiqiang Wang 002; Huijia Zhu; Haoxing Chen; Xuesong Li; Jie Hong (CoRR, 2026)

VideoVeritas: AI-Generated Video Detection via Perception Pretext Reinforcement Learning. - Hao Tan; Jun Lan 001; Senyuan Shi; Zichang Tan; Zijian Yu; Huijia Zhu; Weiqiang Wang 002; Jun Wan 001; Zhen Lei 001 (CoRR, 2026)

Zooming without Zooming: Region-to-Image Distillation for Fine-Grained Multimodal Perception. - Lai Wei 005; Liangbo He; Jun Lan 001; Lingzhong Dong; Yutong Cai; Siyuan Li; Huijia Zhu; Weiqiang Wang 002; Linghe Kong; Yue Wang 039; Zhuosheng Zhang 001; Weiran Huang 001 (CoRR, 2026)

NTIRE 2026 Challenge on Robust AI-Generated Image Detection in the Wild. - Aleksandr Gushchin; Khaled Abud; Ekaterina Shumitskaya; Artem Filippov; Georgii Bychkov; Sergey Lavrushkin; Mikhail Erofeev; Anastasia Antsiferova; Changsheng Chen; Shunquan Tan; Radu Timofte; Dmitriy S. Vatolin; et al. (CoRR, 2026)

Causal Probing for Internal Visual Representations in Multimodal Large Language Models. - Zehao Deng; Tianjie Ju; Zheng Wu; Liangbo He; Jun Lan 001; Huijia Zhu; Weiqiang Wang 002; Zhuosheng Zhang 001 (CoRR, 2026)