Multi-Scale Remote Sensing Targets Detection with Rotated Feature Pyramid. - Yinan Mao; Ziqiang Chen; Hongkun Dou; Danpei Zhao; Ziming Liu (IGARSS, 2020)

An Optical Satellite Controller Based on Diffractive Deep Neural Network. - Shaohua Liu 003; Hongkun Dou; Hongjue Li; Yue Deng 001 (CICAI (2), 2022)

Boosting Supervised Dehazing Methods via Bi-level Patch Reweighting. - Xingyu Jiang; Hongkun Dou; Chengwei Fu; Bingquan Dai; Tianrun Xu; Yue Deng 001 (ECCV (18), 2022)

Task-aware world model learning with meta weighting via bi-level optimization. - Huining Yuan 002; Hongkun Dou; Xingyu Jiang; Yue Deng 001 (NeurIPS, 2023)

DPoser: Diffusion Model as Robust 3D Human Pose Prior. - Junzhe Lu 001; Jing Lin; Hongkun Dou; Yulun Zhang 001; Yue Deng 001; Haoqian Wang (CoRR, 2023)

ScoreSeg: Leveraging Score-Based Generative Model for Self-Supervised Semantic Segmentation of Remote Sensing. - Junzhe Lu 001; Guangjun He; Hongkun Dou; Qing Gao 001; Leyuan Fang; Yue Deng 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Physics-aligned Schrödinger bridge. - Zeyu Li; Hongkun Dou; Shen Fang; Wang Han; Yue Deng; Lijun Yang (CoRR, 2024)

Hybrid Regularization Improves Diffusion-based Inverse Problem Solving. - Hongkun Dou; Zeyu Li; Jinyang Du; Lijun Yang; Wen Yao; Yue Deng (ICLR, 2025)

Value-aligned Behavior Cloning for Offline Reinforcement Learning via Bi-level Optimization. - Xingyu Jiang; Ning Gao; Xiuhui Zhang; Hongkun Dou; Yue Deng 001 (ICLR, 2025)

Physics-aligned field reconstruction with diffusion bridge. - Zeyu Li; Hongkun Dou; Shen Fang; Wang Han; Yue Deng; Lijun Yang (ICLR, 2025)

Image-to-Image Bayesian Flow Networks With Structurally Informative Priors. - Hongkun Dou; Jinyang Du; Xingyu Jiang; Hongjue Li; Wen Yao; Yue Deng 001 (IEEE Trans. Image Process., 2025)

SEGSID: A Semantic-Guided Framework for Sonar Image Despeckling. - Shaohua Liu 003; Junzhe Lu 001; Hongkun Dou; Jiajun Li; Yue Deng 001 (IEEE Trans. Image Process., 2025)

Image Restoration via Multi-domain Learning. - Xingyu Jiang; Ning Gao; Xiuhui Zhang; Hongkun Dou; Shaowen Fu; Xiaoqing Zhong; Hongjue Li; Yue Deng 001 (CoRR, 2025)

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 001 (CoRR, 2025)

Score-Based Neural Processes. - Hongkun Dou; Junzhe Lu 001; Zeyu Li; Xiaoqing Zhong; Wen Yao; Lijun Yang; Yue Deng 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

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 001; Hongjue Li (CoRR, 2025)

DPoser-X: Diffusion Model as Robust 3D Whole-body Human Pose Prior. - Junzhe Lu 001; Jing Lin; Hongkun Dou; Ailing Zeng; Yue Deng 001; Xian Liu; Zhongang Cai; Lei Yang; Yulun Zhang 001; Haoqian Wang; Ziwei Liu 002 (CoRR, 2025)

High-Dimensional Hyperparameter Optimization via Adjoint Differentiation. - Hongkun Dou; Hongjue Li; Jinyang Du; Leyuan Fang; Qing Gao 001; Yue Deng 001; Wen Yao (IEEE Trans. Artif. Intell., 2025)