Frequency Decomposition-Driven Network for JPEG Artifacts Removal. - Ke Cao 001; Xuanhua He; Keyu Yan; Tao Hu 027; Rui Li 027; Chengjun Xie; Jie Zhang 033 (ICME, 2024)

Pan-Mamba: Effective pan-sharpening with State Space Model. - Xuanhua He; Ke Cao 001; Keyu Yan; Rui Li 027; Chengjun Xie; Jie Zhang 033; Man Zhou 003 (CoRR, 2024)

ID-Animator: Zero-Shot Identity-Preserving Human Video Generation. - Xuanhua He; Quande Liu; Shengju Qian; Xin Wang; Tao Hu 027; Ke Cao 001; Keyu Yan; Man Zhou 003; Jie Zhang 033 (CoRR, 2024)

Training-Free Large Model Priors for Multiple-in-One Image Restoration. - Xuanhua He; Lang Li; Yingying Wang 005; Hui Zheng 003; Ke Cao 001; Keyu Yan; Rui Li 027; Chengjun Xie; Jie Zhang 033; Man Zhou 003 (CoRR, 2024)

Shuffle Mamba: State Space Models with Random Shuffle for Multi-Modal Image Fusion. - Ke Cao 001; Xuanhua He; Tao Hu 027; Chengjun Xie; Jie Zhang 033; Man Zhou 003; Danfeng Hong (CoRR, 2024)

Spatially-Adaptive Large-Kernel Network for Efficient Image Super-Resolution. - Xuanhua He; Ke Cao 001; Tao Hu 027; Jie Zhang 033; Rui Li 027 (IEEE Signal Process. Lett., 2024)

Pan-Sharpening With Wavelet-Enhanced High-Frequency Information. - Jie Zhang 033; Xuanhua He; Keyu Yan; Ke Cao 001; Rui Li 027; Chengjun Xie; Man Zhou 003; Danfeng Hong (IEEE Trans. Geosci. Remote. Sens., 2024)

Lay2Story: Extending Diffusion Transformers for Layout-Togglable Story Generation. - Ao Ma 005; Jiasong Feng; Ke Cao 001; Jing Wang 021; Yun Wang 053; Quanwei Zhang; Zhanjie Zhang (ICCV, 2025)

FancyVideo: Towards Dynamic and Consistent Video Generation via Cross-frame Textual Guidance. - Jiasong Feng; Ao Ma 005; Jing Wang 021; Ke Cao 001; Zhanjie Zhang (IJCAI, 2025)

kMetha-Mamba: K-means clustering mamba for methane plumes segmentation. - Yuquan Liu; Hailiang Shi; Ke Cao 001; Shichao Wu; Hanhan Ye; Xianhua Wang; Erchang Sun; Yunfei Han; Wei Xiong (Int. J. Appl. Earth Obs. Geoinformation, 2025)

Pan-Mamba: Effective pan-sharpening with state space model. - Xuanhua He; Ke Cao 001; Jie Zhang 033; Keyu Yan; Yingying Wang 005; Rui Li 027; Chengjun Xie; Danfeng Hong; Man Zhou 003 (Inf. Fusion, 2025)

PanDiT: A Few-Step Diffusion Transformer for High-Fidelity and Efficient Pansharpening. - Jiabin Fang; Ke Cao 001; Xuanhua He; Jie Zhang 033; Man Zhou 003; Liu Liu 012 (IEEE Trans. Geosci. Remote. Sens., 2025)

Pan-Sharpening via Causal-Aware Feature Distribution Calibration. - Xueheng Li; Tao Hu 027; Ke Cao 001; Jie Zhang 033; Chengjun Xie; Man Zhou 003; Danfeng Hong (IEEE Trans. Geosci. Remote. Sens., 2025)

Exploring Text-Guided Information Fusion Through Chain-of-Reasoning for Pansharpening. - Xueheng Li; Xuanhua He; Ke Cao 001; Jie Zhang 033; Chengjun Xie; Man Zhou 003; Danfeng Hong; Bo Huang 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

RelaCtrl: Relevance-Guided Efficient Control for Diffusion Transformers. - Ke Cao 001; Jing Wang 021; Ao Ma 005; Jiasong Feng; Zhanjie Zhang; Xuanhua He; Shanyuan Liu; Bo Cheng 016; Dawei Leng; Yuhui Yin; Jie Zhang 033 (CoRR, 2025)

Frequency Decoupled Domain-Irrelevant Feature Learning for Pan-Sharpening. - Jie Zhang 033; Ke Cao 001; Keyu Yan; Yunlong Lin; Xuanhua He; Yingying Wang 005; Rui Li 027; Chengjun Xie; Jun Zhang 034; Man Zhou 003 (IEEE Trans. Circuits Syst. Video Technol., 2025)

WISA: World Simulator Assistant for Physics-Aware Text-to-Video Generation. - Jing Wang 021; Ao Ma 005; Ke Cao 001; Jun Zheng; Zhanjie Zhang; Jiasong Feng; Shanyuan Liu; Yuhang Ma; Bo Cheng 016; Dawei Leng; Yuhui Yin; Xiaodan Liang (CoRR, 2025)

U-StyDiT: Ultra-high Quality Artistic Style Transfer Using Diffusion Transformers. - Zhanjie Zhang; Ao Ma 005; Ke Cao 001; Jing Wang 021; Shanyuan Liu; Yuhang Ma; Bo Cheng 016; Dawei Leng; Yuhui Yin (CoRR, 2025)

Distilling Textual Priors from LLM to Efficient Image Fusion. - Ran Zhang; Xuanhua He; Ke Cao 001; Liu Liu 012; Li Zhang 104; Man Zhou 003; Jie Zhang 033 (CoRR, 2025)

Rethinking Pan-sharpening: Principled Design, Unified Training, and a Universal Loss Surpass Brute-Force Scaling. - Ran Zhang; Xuanhua He; Li Xueheng; Ke Cao 001; Liu Liu 012; Wenbo Xu; Jiabin Fang; Yang Qize; Jie Zhang 033 (CoRR, 2025)

Active Intelligence in Video Avatars via Closed-loop World Modeling. - Xuanhua He; Tianyu Yang 003; Ke Cao 001; Ruiqi Wu; Cheng Meng; Yong Zhang 034; Zhuoliang Kang; Xiaoming Wei; Qifeng Chen 001 (CoRR, 2025)

RelaCtrl: Relevance-Guided Efficient Control for Diffusion Transformers. - Ke Cao 001; Jing Wang 021; Ao Ma 005; Jiasong Feng; Xuanhua He; Run Ling; Haowei Liu; Jian Lu; Wei Feng; Haozhe Wang 002; Hongjuan Pei; Yihua Shao; et al. (AAAI, 2026)

MoFu: Scale-Aware Modulation and Fourier Fusion for Multi-Subject Video Generation. - Run Ling; Ke Cao 001; Jian Lu; Ao Ma 005; Haowei Liu; Runze He; Changwei Wang 001; Rongtao Xu; Yihua Shao; Zhanjie Zhang; Peng Wu; Guibing Guo; et al. (AAAI, 2026)

Self-supervised Multiplex Consensus Mamba for General Image Fusion. - Yingying Wang 005; Rongjin Zhuang; Hui Zheng 003; Xuanhua He; Ke Cao 001; Xiaotong Tu; Xinghao Ding (AAAI, 2026)

Cross-Scale Pansharpening via ScaleFormer and the PanScale Benchmark. - Ke Cao 001; Xuanhua He; Xueheng Li; Lingting Zhu; Yingying Wang 005; Ao Ma 005; Zhanjie Zhang; Man Zhou 003; Chengjun Xie; Jie Zhang 033 (CoRR, 2026)

InnoAds-Composer: Efficient Condition Composition for E-Commerce Poster Generation. - Yuxin Qin; Ke Cao 001; Haowei Liu; Ao Ma 005; Fengheng Li; Honghe Zhu; Zheng Zhang; Run Ling; Wei Feng; Xuanhua He; Zhanjie Zhang; Zhen Guo; et al. (CoRR, 2026)

FedCVU: Federated Learning for Cross-View Video Understanding. - Shenghan Zhang; Run Ling; Ke Cao 001; Ao Ma 005; Zhanjie Zhang (CoRR, 2026)

PestVL-Net: Enabling Multimodal Pest Learning via Fine-grained Vision-Language Interaction. - Xueheng Li; Tao Hu 027; Ke Cao 001; Runsheng Qi; Huixin Zhang; Rui Li 027; Jie Zhang 033; Chengjun Xie (CoRR, 2026)

Distilling Textual Priors From LLM to Efficient Image Fusion. - Ran Zhang; Xuanhua He; Ke Cao 001; Liu Liu 012; Li Zhang 104; Man Zhou 003; Jie Zhang 033; Dan Guo 001; Meng Wang 001 (IEEE Trans. Circuits Syst. Video Technol., 2026)

Pest-Thinker: Learning to Think and Reason like Entomologists via Reinforcement Learning. - Xueheng Li; Yu Wang; Tao Hu 027; Ji Huang; Ke Cao 001; Qize Yang; Rui Li 027; Jie Zhang 033; Chengjun Xie (CoRR, 2026)