Xuanhua He

According to our database, Xuanhua He authored at least 49 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

GenEvolve: Self-Evolving Image Generation Agents via Tool-Orchestrated Visual Experience Distillation.

Sixiang Chen, Zhaohu Xing, Tian Ye, Xinyu Geng, Yunlong Lin, Jianyu Lai, Xuanhua He, Fuxiang Zhai, Jialin Gao, Lei Zhu

CoRR, May, 2026

Distilling Textual Priors From LLM to Efficient Image Fusion.

Ran Zhang, Xuanhua He, Ke Cao, Liu Liu, Li Zhang, Man Zhou, Jie Zhang, Dan Guo, Meng Wang

IEEE Trans. Circuits Syst. Video Technol., April, 2026

Multigrain-aware Semantic Prototype Scanning and Tri-Token Prompt Learning Embraced High-Order RWKV for Pan-Sharpening.

Junfeng Li, Wenyang Zhou, Xueheng Li, Xuanhua He, Jianhou Gan, Wenqi Ren

CoRR, April, 2026

InsEdit: Towards Instruction-based Visual Editing via Data-Efficient Video Diffusion Models Adaptation.

Zhefan Rao, Bin Zou, Haoxuan Che, Xuanhua He, Chong Hou Choi, Yanheng Li, Rui Liu, Qifeng Chen

CoRR, April, 2026

Manifold-Aware Exploration for Reinforcement Learning in Video Generation.

Mingzhe Zheng, Weijie Kong, Yue Wu, Dengyang Jiang, Yue Ma, Xuanhua He, Bin Lin, Kaixiong Gong, Zhao Zhong, Liefeng Bo, Qifeng Chen, Harry Yang

CoRR, March, 2026

InnoAds-Composer: Efficient Condition Composition for E-Commerce Poster Generation.

Yuxin Qin, Ke Cao, Haowei Liu, Ao Ma, Fengheng Li, Honghe Zhu, Zheng Zhang, Run Ling, Wei Feng, Xuanhua He, Zhanjie Zhang, Zhen Guo, Haoyi Bian, Jingjing Lv, Junjie Shen, Ching Law

CoRR, March, 2026

WildActor: Unconstrained Identity-Preserving Video Generation.

Qin Guo, Tianyu Yang, Xuanhua He, Fei Shen, Yong Zhang, Zhuoliang Kang, Xiaoming Wei, Dan Xu

CoRR, March, 2026

Cross-Scale Pansharpening via ScaleFormer and the PanScale Benchmark.

Ke Cao, Xuanhua He, Xueheng Li, Lingting Zhu, Yingying Wang, Ao Ma, Zhanjie Zhang, Man Zhou, Chengjun Xie, Jie Zhang

CoRR, March, 2026

SvfEye: A Semantic-Visual Fusion Framework with Multi-Scale Visual Context for Multimodal Reasoning.

Yuxiang Shen, Hailong Huang, Zhenkun Gao, Xueheng Li, Man Zhou, Chengjun Xie, Haoxuan Che, Xuanhua He, Jie Zhang

CoRR, March, 2026

Hybrid Fusion: One-Minute Efficient Training for Zero-Shot Cross-Domain Image Fusion.

Ran Zhang, Xuanhua He, Liu Liu

CoRR, February, 2026

Infinite-World: Scaling Interactive World Models to 1000-Frame Horizons via Pose-Free Hierarchical Memory.

Ruiqi Wu, Xuanhua He, Cheng Meng, Tianyu Yang, Yong Zhang, Zhuoliang Kang, Xunliang Cai, Xiaoming Wei, Chunle Guo, Chongyi Li, Ming-Ming Cheng

CoRR, February, 2026

Random shuffle high-order RWKV for pan-sharpening.

Man Zhou, Xueheng Li, Xuanhua He, Min Zhao, Yuan Qi, Danfeng Hong, Bo Huang

Inf. Fusion, 2026

Self-supervised Multiplex Consensus Mamba for General Image Fusion.

Yingying Wang, Rongjin Zhuang, Hui Zheng, Xuanhua He, Ke Cao, Xiaotong Tu, Xinghao Ding

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

MMMamba: A Versatile Cross-Modal in Context Fusion Framework for Pan-Sharpening and Zero-Shot Image Enhancement.

Yingying Wang, Xuanhua He, Chen Wu, Jialing Huang, Suiyun Zhang, Rui Liu, Xinghao Ding, Haoxuan Che

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

ContextFlow: Training-Free Video Object Editing via Adaptive Context Enrichment.

Yiyang Chen, Xuanhua He, Xiujun Ma, Jack Ma

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

RelaCtrl: Relevance-Guided Efficient Control for Diffusion Transformers.

Ke Cao, Jing Wang, Ao Ma, Jiasong Feng, Xuanhua He, Run Ling, Haowei Liu, Jian Lu, Wei Feng, Haozhe Wang, Hongjuan Pei, Yihua Shao, Zhanjie Zhang, Jie Zhang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Active Intelligence in Video Avatars via Closed-loop World Modeling.

Xuanhua He, Tianyu Yang, Ke Cao, Ruiqi Wu, Cheng Meng, Yong Zhang, Zhuoliang Kang, Xiaoming Wei, Qifeng Chen

CoRR, December, 2025

Toward Resolution Mismatching: Modality-Aware Feature-Aligned Network for Pan-Sharpening.

Man Zhou, Xuanhua He, Danfeng Hong

IEEE Trans. Pattern Anal. Mach. Intell., November, 2025

ContextFlow: Training-Free Video Object Editing via Adaptive Context Enrichment.

Yiyang Chen, Xuanhua He, Xiujun Ma, Yue Ma

CoRR, September, 2025

Controllable Video Generation: A Survey.

Yue Ma, Kunyu Feng, Zhongyuan Hu, Xinyu Wang, Yucheng Wang, Mingzhe Zheng, Xuanhua He, Chenyang Zhu, Hongyu Liu, Yingqing He, Zeyu Wang, Zhifeng Li, Xiu Li, Wei Liu, Dan Xu, Linfeng Zhang, Qifeng Chen

CoRR, July, 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, Wenbo Xu, Jiabin Fang, Yang Qize, Jie Zhang

CoRR, July, 2025

UNIC: Unified In-Context Video Editing.

Zixuan Ye, Xuanhua He, Quande Liu, Qiulin Wang, Xintao Wang, Pengfei Wan, Di Zhang, Kun Gai, Qifeng Chen, Wenhan Luo

CoRR, June, 2025

FullDiT2: Efficient In-Context Conditioning for Video Diffusion Transformers.

Xuanhua He, Quande Liu, Zixuan Ye, Weicai Ye, Qiulin Wang, Xintao Wang, Qifeng Chen, Pengfei Wan, Di Zhang, Kun Gai

CoRR, June, 2025

Distilling Textual Priors from LLM to Efficient Image Fusion.

Ran Zhang, Xuanhua He, Ke Cao, Liu Liu, Li Zhang, Man Zhou, Jie Zhang

CoRR, April, 2025

Frequency Decoupled Domain-Irrelevant Feature Learning for Pan-Sharpening.

Jie Zhang, Ke Cao, Keyu Yan, Yunlong Lin, Xuanhua He, Yingying Wang, Rui Li, Chengjun Xie, Jun Zhang, Man Zhou

IEEE Trans. Circuits Syst. Video Technol., February, 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., February, 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, Dawei Leng, Yuhui Yin, Jie Zhang

CoRR, February, 2025

Toward Generalizable Pansharpening: Conditional Flow-Based Learning Guided by Implicit High-Frequency Priors.

Yingying Wang, Hui Zheng, Feifei Li, Yunlong Lin, Linyu Fan, Xuanhua He, Yue Huang, Xinghao Ding

IEEE Trans. Geosci. Remote. Sens., 2025

Learning Diffusion High-Quality Priors for Pan-Sharpening: A Two-Stage Approach With Time-Aware Adapter Fine-Tuning.

Yingying Wang, Yunlong Lin, Xuanhua He, Hui Zheng, Keyu Yan, Linyu Fan, Yue Huang, Xinghao Ding

IEEE Trans. Geosci. Remote. Sens., 2025

Exploring Text-Guided Information Fusion Through Chain-of-Reasoning for Pansharpening.

Xueheng Li, Xuanhua He, Ke Cao, Jie Zhang, Chengjun Xie, Man Zhou, Danfeng Hong, Bo Huang

IEEE Trans. Geosci. Remote. Sens., 2025

PanDiT: A Few-Step Diffusion Transformer for High-Fidelity and Efficient Pansharpening.

Jiabin Fang, Ke Cao, Xuanhua He, Jie Zhang, Man Zhou, Liu Liu

IEEE Trans. Geosci. Remote. Sens., 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

Pan-Mamba: Effective pan-sharpening with state space model.

Xuanhua He, Ke Cao, Jie Zhang, Keyu Yan, Yingying Wang, Rui Li, Chengjun Xie, Danfeng Hong, Man Zhou

Inf. Fusion, 2025

WKV-sharing embraced random shuffle RWKV high-order modeling for pan-sharpening.

Man Zhou, Xuanhua He, Danfeng Hong, Bo Huang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Freq-RWKV: Granularity-Aware Spatial-Frequency Synergy via Dual-Domain Recurrent Scanning for Pan-sharpening.

Xueheng Li, Xuanhua He, Tao Hu, Jie Zhang, Man Zhou, Chengjun Xie, Yingying Wang, Bo Huang

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

GameGen-X: Interactive Open-world Game Video Generation.

Haoxuan Che, Xuanhua He, Quande Liu, Cheng Jin, Hao Chen

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Pan-Sharpening With Wavelet-Enhanced High-Frequency Information.

Jie Zhang, Xuanhua He, Keyu Yan, Ke Cao, Rui Li, Chengjun Xie, Man Zhou, Danfeng Hong

IEEE Trans. Geosci. Remote. Sens., 2024

Cross-Modality Interaction Network for Pan-Sharpening.

Yingying Wang, Xuanhua He, Yuhang Dong, Yunlong Lin, Yue Huang, Xinghao Ding

IEEE Trans. Geosci. Remote. Sens., 2024

Spatially-Adaptive Large-Kernel Network for Efficient Image Super-Resolution.

Xuanhua He, Ke Cao, Tao Hu, Jie Zhang, Rui Li

IEEE Signal Process. Lett., 2024

Shuffle Mamba: State Space Models with Random Shuffle for Multi-Modal Image Fusion.

Ke Cao, Xuanhua He, Tao Hu, Chengjun Xie, Jie Zhang, Man Zhou, Danfeng Hong

CoRR, 2024

Training-Free Large Model Priors for Multiple-in-One Image Restoration.

Xuanhua He, Lang Li, Yingying Wang, Hui Zheng, Ke Cao, Keyu Yan, Rui Li, Chengjun Xie, Jie Zhang, 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

CoRR, 2024

Pan-Mamba: Effective pan-sharpening with State Space Model.

Xuanhua He, Ke Cao, Keyu Yan, Rui Li, Chengjun Xie, Jie Zhang, Man Zhou

CoRR, 2024

Enhancing RAW-to-sRGB with Decoupled Style Structure in Fourier Domain.

Xuanhua He, Tao Hu, Guoli Wang, Zejin Wang, Run Wang, Qian Zhang, Keyu Yan, Ziyi Chen, Rui Li, Chenjun Xie, Jie Zhang, Man Zhou

CoRR, 2024

Frequency Decomposition-Driven Network for JPEG Artifacts Removal.

Ke Cao, Xuanhua He, Keyu Yan, Tao Hu, Rui Li, Chengjun Xie, Jie Zhang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Frequency-Adaptive Pan-Sharpening with Mixture of Experts.

Xuanhua He, Keyu Yan, Rui Li, Chengjun Xie, Jie Zhang, Man Zhou

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Enhancing RAW-to-sRGB with Decoupled Style Structure in Fourier Domain.

Xuanhua He, Tao Hu, Guoli Wang, Zejin Wang, Run Wang, Qian Zhang, Keyu Yan, Ziyi Chen, Rui Li, Chengjun Xie, Jie Zhang, Man Zhou

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Multiscale Dual-Domain Guidance Network for Pan-Sharpening.

Xuanhua He, Keyu Yan, Jie Zhang, Rui Li, Chengjun Xie, Man Zhou, Danfeng Hong

IEEE Trans. Geosci. Remote. Sens., 2023

Pyramid Dual Domain Injection Network for Pan-sharpening.

Xuanhua He, Keyu Yan, Rui Li, Chengjun Xie, Jie Zhang, Man Zhou

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023