Hongkun Dou

According to our database, Hongkun Dou authored at least 21 papers between 2020 and 2026.

Collaborative distances:

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

2026

Toward a Unified Framework for Consistency Generative Modeling.

Hongkun Dou, Junzhe Lu, Jinyang Du, Chengwei Fu, Wen Yao, Hongjue Li, Yue Deng

IEEE Trans. Artif. Intell., May, 2026

You Only Look One Step: Accelerating Backpropagation in Diffusion Sampling With Gradient Shortcuts.

Hongkun Dou, Zeyu Li, Xingyu Jiang, Hongjue Li, Lijun Yang, Wen Yao, Yue Deng

IEEE Trans. Pattern Anal. Mach. Intell., May, 2026

Global Modeling Matters: A Fast, Lightweight, and Effective Baseline for Efficient Image Restoration.

Xingyu Jiang, Ning Gao, Hongkun Dou, Xiuhui Zhang, Xiaoqing Zhong, Yue Deng, Hongjue Li

IEEE Trans. Image Process., 2026

Constrained Particle Seeking: Solving Diffusion Inverse Problems with Just Forward Passes.

Hongkun Dou, Zike Chen, Zeyu Li, Hongjue Li, Lijun Yang, Yue Deng

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

High-Dimensional Hyperparameter Optimization via Adjoint Differentiation.

Hongkun Dou, Hongjue Li, Jinyang Du, Leyuan Fang, Qing Gao, Yue Deng, Wen Yao

IEEE Trans. Artif. Intell., August, 2025

Score-Based Neural Processes.

Hongkun Dou, Junzhe Lu, Zeyu Li, Xiaoqing Zhong, Wen Yao, Lijun Yang, Yue Deng

IEEE Trans. Neural Networks Learn. Syst., June, 2025

Image Restoration via Multi-domain Learning.

Xingyu Jiang, Ning Gao, Xiuhui Zhang, Hongkun Dou, Shaowen Fu, Xiaoqing Zhong, Hongjue Li, Yue Deng

CoRR, May, 2025

SEGSID: A Semantic-Guided Framework for Sonar Image Despeckling.

Shaohua Liu, Junzhe Lu, Hongkun Dou, Jiajun Li, Yue Deng

IEEE Trans. Image Process., 2025

Image-to-Image Bayesian Flow Networks With Structurally Informative Priors.

Hongkun Dou, Jinyang Du, Xingyu Jiang, Hongjue Li, Wen Yao, Yue Deng

IEEE Trans. Image Process., 2025

Spatiotemporal Degradation-Aware 3D Gaussian Splatting for Realistic Underwater Scene Reconstruction.

Shaohua Liu, Ning Gao, Zuoya Gu, Hongkun Dou, Yue Deng, Hongjue Li

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

Physics-aligned field reconstruction with diffusion bridge.

Zeyu Li, Hongkun Dou, Shen Fang, Wang Han, Yue Deng, Lijun Yang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Value-aligned Behavior Cloning for Offline Reinforcement Learning via Bi-level Optimization.

Xingyu Jiang, Ning Gao, Xiuhui Zhang, Hongkun Dou, Yue Deng

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Hybrid Regularization Improves Diffusion-based Inverse Problem Solving.

Hongkun Dou, Zeyu Li, Jinyang Du, Lijun Yang, Wen Yao, Yue Deng

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

DPoser-X: Diffusion Model as Robust 3D Whole-Body Human Pose Prior.

Junzhe Lu, Jing Lin, Hongkun Dou, Ailing Zeng, Yue Deng, Xian Liu, Zhongang Cai, Lei Yang, Yulun Zhang, Haoqian Wang, Ziwei Liu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

2024

Physics-aligned Schrödinger bridge.

Zeyu Li, Hongkun Dou, Shen Fang, Wang Han, Yue Deng, Lijun Yang

CoRR, 2024

2023

ScoreSeg: Leveraging Score-Based Generative Model for Self-Supervised Semantic Segmentation of Remote Sensing.

Junzhe Lu, Guangjun He, Hongkun Dou, Qing Gao, Leyuan Fang, Yue Deng

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

DPoser: Diffusion Model as Robust 3D Human Pose Prior.

Junzhe Lu, Jing Lin, Hongkun Dou, Yulun Zhang, Yue Deng, Haoqian Wang

CoRR, 2023

Task-aware world model learning with meta weighting via bi-level optimization.

Huining Yuan, Hongkun Dou, Xingyu Jiang, Yue Deng

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Boosting Supervised Dehazing Methods via Bi-level Patch Reweighting.

Xingyu Jiang, Hongkun Dou, Chengwei Fu, Bingquan Dai, Tianrun Xu, Yue Deng

Proceedings of the Computer Vision - ECCV 2022, 2022

An Optical Satellite Controller Based on Diffractive Deep Neural Network.

Shaohua Liu, Hongkun Dou, Hongjue Li, Yue Deng

Proceedings of the Artificial Intelligence - Second CAAI International Conference, 2022

2020

Multi-Scale Remote Sensing Targets Detection with Rotated Feature Pyramid.

Yinan Mao, Ziqiang Chen, Hongkun Dou, Danpei Zhao, Ziming Liu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020