Generalization and Hallucination of Large Vision-Language Models through a Camouflaged Lens. - Lv Tang; Peng-Tao Jiang; Zhihao Shen; Hao Zhang 063; Jinwei Chen 003; Bo Li 115 (CoRR, 2023)

Multi-Task Dense Prediction via Mixture of Low-Rank Experts. - Yuqi Yang; Peng-Tao Jiang; Qibin Hou; Hao Zhang 063; Jinwei Chen 003; Bo Li 130 (CVPR, 2024)

Revisiting Single Image Reflection Removal in the Wild. - Yurui Zhu; Xueyang Fu; Peng-Tao Jiang; Hao Zhang 063; Qibin Sun; Jinwei Chen 003; Zheng-Jun Zha; Bo Li 130 (CVPR, 2024)

SAFNet: Selective Alignment Fusion Network for Efficient HDR Imaging. - Lingtong Kong; Bo Li 115; Yike Xiong; Hao Zhang 063; Hong Gu; Jinwei Chen 003 (ECCV (26), 2024)

Mono-ViFI: A Unified Learning Framework for Self-supervised Single and Multi-frame Monocular Depth Estimation. - Jinfeng Liu; Lingtong Kong; Bo Li 115; Zerong Wang; Hong Gu; Jinwei Chen 003 (ECCV (45), 2024)

Beta-Tuned Timestep Diffusion Model. - Tianyi Zheng; Peng-Tao Jiang; Ben Wan; Hao Zhang 063; Jinwei Chen 003; Jia Wang 004; Bo Li 115 (ECCV (3), 2024)

Improving Adversarial Energy-Based Model via Diffusion Process. - Cong Geng; Tian Han 001; Peng-Tao Jiang; Hao Zhang 063; Jinwei Chen 003; Søren Hauberg; Bo Li 115 (ICML, 2024)

Chain of Visual Perception: Harnessing Multimodal Large Language Models for Zero-shot Camouflaged Object Detection. - Lv Tang; Peng-Tao Jiang; Zhihao Shen; Hao Zhang 063; Jinwei Chen 003; Bo Li 115 (ACM Multimedia, 2024)

Non-uniform Timestep Sampling: Towards Faster Diffusion Model Training. - Tianyi Zheng; Cong Geng; Peng-Tao Jiang; Ben Wan; Hao Zhang 063; Jinwei Chen 003; Jia Wang 004; Bo Li 115 (ACM Multimedia, 2024)

Empowering Segmentation Ability to Multi-modal Large Language Models. - Yuqi Yang; Peng-Tao Jiang; Jing Wang; Hao Zhang 063; Kai Zhao; Jinwei Chen 003; Bo Li 130 (CoRR, 2024)

Scalable Visual State Space Model with Fractal Scanning. - Lv Tang; Haoke Xiao; Peng-Tao Jiang; Hao Zhang 063; Jinwei Chen 003; Bo Li 115 (CoRR, 2024)

SAFNet: Selective Alignment Fusion Network for Efficient HDR Imaging. - Lingtong Kong; Bo Li 130; Yike Xiong; Hao Zhang 063; Hong Gu; Jinwei Chen 003 (CoRR, 2024)

ConsisSR: Delving Deep into Consistency in Diffusion-based Image Super-Resolution. - Junhao Gu; Peng-Tao Jiang; Hao Zhang 063; Mi Zhou; Jinwei Chen 003; Wenming Yang; Bo Li 115 (CoRR, 2024)

ClearSR: Latent Low-Resolution Image Embeddings Help Diffusion-Based Real-World Super Resolution Models See Clearer. - Yuhao Wan; Peng-Tao Jiang; Qibin Hou; Hao Zhang 063; Jinwei Chen 003; Ming-Ming Cheng; Bo Li 115 (CoRR, 2024)

CPA: Camera-pose-awareness Diffusion Transformer for Video Generation. - Yuelei Wang; Jian Zhang; Peng-Tao Jiang; Hao Zhang 063; Jinwei Chen 003; Bo Li 130 (CoRR, 2024)

Learning Adaptive Lighting via Channel-Aware Guidance. - Qirui Yang; Peng-Tao Jiang; Hao Zhang 063; Jinwei Chen 003; Bo Li 130; Huanjing Yue; Jingyu Yang 002 (CoRR, 2024)

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning. - Yuti Liu; Shice Liu; Junyuan Gao; Peng-Tao Jiang; Hao Zhang 063; Jinwei Chen 003; Bo Li 115 (CoRR, 2024)

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning. - Yuti Liu; Shice Liu; Junyuan Gao; Peng-Tao Jiang; Hao Zhang 063; Jinwei Chen 003; Bo Li 130 (AAAI, 2025)

Boosting Vision State Space Model with Fractal Scanning. - Haoke Xiao; Lv Tang; Peng-Tao Jiang; Hao Zhang 063; Jinwei Chen 003; Bo Li 130 (AAAI, 2025)

SDMATTE: Grafting Diffusion Models for Interactive Matting. - Longfei Huang; Yu Liang; Hao Zhang 063; Jinwei Chen 003; Wei Dong; Lunde Chen; Wanyu Liu; Bo Li; Peng-Tao Jiang (ICCV, 2025)

MIPI 2025 Challenge on Deblurring for Hybrid EVS Camera: Methods and Results. - Yaqi Wu; Zhihao Fan; Hirotaka Shinozaki; Frank Zhang; Xander Li; Alexis Baudron; Wenbin Feng; Shuang Zhao; Jin Han; Cheng Li; Yihui Shi; Dehua Song; et al. (ICCVW, 2025)

Multi-Task Dense Predictions via Unleashing the Power of Diffusion. - Yuqi Yang; Peng-Tao Jiang; Qibin Hou; Hao Zhang 063; Jinwei Chen 003; Bo Li (ICLR, 2025)

High-Precision Dichotomous Image Segmentation via Probing Diffusion Capacity. - Qian Yu 015; Peng-Tao Jiang; Hao Zhang 063; Jinwei Chen 003; Bo Li 115; Lihe Zhang; Huchuan Lu (ICLR, 2025)

Learning Adaptive Lighting via Channel-Aware Guidance. - Qirui Yang; Peng-Tao Jiang; Hao Zhang 063; Jinwei Chen 003; Bo Li 026; Huanjing Yue; Jingyu Yang 002 (ICML, 2025)

AuthFace: Towards Authentic Blind Face Restoration with Face-oriented Generative Diffusion Prior. - Guoqiang Liang 003; Qingnan Fan; Bingtao Fu; Jinwei Chen 003; Hong Gu; Lin Wang 025 (ACM Multimedia, 2025)

Enhancing Visual Grounding for GUI Agents via Self-Evolutionary Reinforcement Learning. - Xinbin Yuan; Jian Zhang; Kaixin Li; Zhuoxuan Cai; Lujian Yao; Jie Chen; Enguang Wang; Qibin Hou; Jinwei Chen 003; Peng-Tao Jiang; Bo Li 026 (CoRR, 2025)

Photography Perspective Composition: Towards Aesthetic Perspective Recommendation. - Lujian Yao; Siming Zheng; Xinbin Yuan; Zhuoxuan Cai; Pu Wu; Jinwei Chen 003; Bo Li 026; Peng-Tao Jiang (CoRR, 2025)

MagicTryOn: Harnessing Diffusion Transformer for Garment-Preserving Video Virtual Try-on. - Guangyuan Li; Siming Zheng; Hao Zhang 063; Jinwei Chen 003; Junsheng Luan; Binkai Ou; Lei Zhao 011; Bo Li 130; Peng-Tao Jiang (CoRR, 2025)

Any-to-Bokeh: One-Step Video Bokeh via Multi-Plane Image Guided Diffusion. - Yang Yang 002; Siming Zheng; Jinwei Chen 003; Boxi Wu; Xiaofei He 001; Deng Cai 001; Bo Li 026; Peng-Tao Jiang (CoRR, 2025)

HyperMotion: DiT-Based Pose-Guided Human Image Animation of Complex Motions. - Shuolin Xu; Siming Zheng; Ziyi Wang; HC Yu; Jinwei Chen 003; Huaqi Zhang; Bo Li; Peng-Tao Jiang (CoRR, 2025)

RED: Robust Event-Guided Motion Deblurring with Modality-Specific Disentangled Representation. - Yihong Leng; Siming Zheng; Jinwei Chen 003; Bo Li 026; Jiaojiao Li; Peng-Tao Jiang (CoRR, 2025)

MagicWorld: Interactive Geometry-driven Video World Exploration. - Guangyuan Li; Siming Zheng; Shuolin Xu; Jinwei Chen 003; Bo Li 130; Xiaobin Hu; Lei Zhao 011; Peng-Tao Jiang (CoRR, 2025)

Bidirectional Noise Injection: Enhancing Diffusion Models via Coordinated Input-Output Perturbation. - Tianyi Zheng; Jiayang Gao; Peng-Tao Jiang; Fengxiang Yang; Ben Wan; Hao Zhang 063; Jinwei Chen 003; Jia Wang 004; Bo Li 130 (AAAI, 2026)

Revisiting Lightweight Low-Light Image Enhancement: From a YUV Color Space Perspective. - Hailong Yan; Shice Liu; Xiangtao Zhang; Lujian Yao; Fengxiang Yang; Jinwei Chen 003; Bo Li 115 (CoRR, 2026)

Bidirectional Beta-Tuned Diffusion Model. - Tianyi Zheng; Jiayang Zou; Peng-Tao Jiang; Hao Zhang 063; Jinwei Chen 003; Jia Wang 004; Bo Li 115 (IEEE Trans. Pattern Anal. Mach. Intell., 2026)

FlowConsist: Make Your Flow Consistent with Real Trajectory. - Tianyi Zhang; Chengcheng Liu; Jinwei Chen 003; Chun-Le Guo; Chongyi Li; Ming-Ming Cheng; Bo Li; Peng-Tao Jiang (CoRR, 2026)

C2FG: Control Classifier-Free Guidance via Score Discrepancy Analysis. - Jiayang Gao; Tianyi Zheng; Jiayang Zou; Fengxiang Yang; Shice Liu; Luyao Fan; Zheyu Zhang; Hao Zhang 063; Jinwei Chen 003; Peng-Tao Jiang; Bo Li 115; Jia Wang 004 (CoRR, 2026)

Anchor Forcing: Anchor Memory and Tri-Region RoPE for Interactive Streaming Video Diffusion. - Yang Yang 002; Tianyi Zhang; Wei Huang; Jinwei Chen 003; Boxi Wu; Xiaofei He 001; Deng Cai 001; Bo Li 026; Peng-Tao Jiang (CoRR, 2026)

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing. - Ying Zeng; Miaosen Luo; Guangyuan Li; Yang Yang 002; Ruiyang Fan; Linxiao Shi; Qirui Yang; Jian Zhang; Chengcheng Liu; Siming Zheng; Jinwei Chen 003; Bo Li 026; et al. (CoRR, 2026)