Pyramid Dual Domain Injection Network for Pan-sharpening. - Xuanhua He; Keyu Yan; Rui Li 027; Chengjun Xie; Jie Zhang 033; Man Zhou (ICCV, 2023)

Multiscale Dual-Domain Guidance Network for Pan-Sharpening. - Xuanhua He; Keyu Yan; Jie Zhang 033; Rui Li 027; Chengjun Xie; Man Zhou; Danfeng Hong (IEEE Trans. Geosci. Remote. Sens., 2023)

Enhancing RAW-to-sRGB with Decoupled Style Structure in Fourier Domain. - Xuanhua He; Tao Hu; Guoli Wang 004; Zejin Wang; Run Wang; Qian Zhang 009; Keyu Yan; Ziyi Chen; Rui Li 027; Chengjun Xie; Jie Zhang 033; Man Zhou (AAAI, 2024)

Frequency-Adaptive Pan-Sharpening with Mixture of Experts. - Xuanhua He; Keyu Yan; Rui Li 027; Chengjun Xie; Jie Zhang 033; Man Zhou (AAAI, 2024)

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

Enhancing RAW-to-sRGB with Decoupled Style Structure in Fourier Domain. - Xuanhua He; Tao Hu; Guoli Wang 004; Zejin Wang; Run Wang; Qian Zhang 009; Keyu Yan; Ziyi Chen; Rui Li 027; Chenjun Xie; Jie Zhang 033; Man Zhou (CoRR, 2024)

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

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

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

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

Cross-Modality Interaction Network for Pan-Sharpening. - Yingying Wang 005; Xuanhua He; Yuhang Dong; Yunlong Lin; Yue Huang 001; Xinghao Ding (IEEE Trans. Geosci. Remote. Sens., 2024)

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

GameGen-X: Interactive Open-world Game Video Generation. - Haoxuan Che; Xuanhua He; Quande Liu; Cheng Jin 003; Hao Chen 011 (ICLR, 2025)

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

High-Order State Space Model for Multi-Modal Accelerated MRI Reconstruction. - Bei Tang; Xuanhua He; Si Wang; Yuhan Zhan; Gang Yang (IEEE Signal Process. Lett., 2025)

Learning Diffusion High-Quality Priors for Pan-Sharpening: A Two-Stage Approach With Time-Aware Adapter Fine-Tuning. - Yingying Wang 005; Yunlong Lin; Xuanhua He; Hui Zheng 003; Keyu Yan; Linyu Fan; Yue Huang 001; Xinghao Ding (IEEE Trans. Geosci. Remote. Sens., 2025)

Toward Generalizable Pansharpening: Conditional Flow-Based Learning Guided by Implicit High-Frequency Priors. - Yingying Wang 005; Hui Zheng 003; Feifei Li; Yunlong Lin; Linyu Fan; Xuanhua He; Yue Huang 001; Xinghao Ding (IEEE Trans. Geosci. Remote. Sens., 2025)

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

Probing Synergistic High-Order Interaction for Multi-Modal Image Fusion. - Man Zhou; Naishan Zheng; Xuanhua He; Danfeng Hong; Jocelyn Chanussot (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

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

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

FullDiT2: Efficient In-Context Conditioning for Video Diffusion Transformers. - Xuanhua He; Quande Liu; Zixuan Ye; Weicai Ye; Qiulin Wang; Xintao Wang 002; Qifeng Chen; Pengfei Wan 001; Di Zhang; Kun Gai (CoRR, 2025)

UNIC: Unified In-Context Video Editing. - Zixuan Ye; Xuanhua He; Quande Liu; Qiulin Wang; Xintao Wang 002; Pengfei Wan 001; Di Zhang; Kun Gai; Qifeng Chen; Wenhan Luo (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; Liu Liu 012; Wenbo Xu; Fang Jiabin; Yang Qize; Jie Zhang 033 (CoRR, 2025)

Controllable Video Generation: A Survey. - Yue Ma; Kunyu Feng; Zhongyuan Hu; Xinyu Wang; Yucheng Wang; Mingzhe Zheng; Xuanhua He; Chenyang Zhu 007; Hongyu Liu; Yingqing He; Zeyu Wang; Zhifeng Li 001; et al. (CoRR, 2025)