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Viewing Publication 1 - 18 from 18

2026

Toward a Unified Framework for Consistency Generative ModelingHongkun Dou, Junzhe Lu 0001, Jinyang Du, Chengwei Fu, Wen Yao 0001, Hongjue Li, Yue Deng 0001. tai, 7(5):2761-2773, May 2026. [doi]

You Only Look One Step: Accelerating Backpropagation in Diffusion Sampling With Gradient ShortcutsHongkun Dou, ZeYu Li, Xingyu Jiang, Hongjue Li, Lijun Yang, Wen Yao 0001, Yue Deng 0001. pami, 48(5):5050-5067, May 2026. [doi]

Constrained Particle Seeking: Solving Diffusion Inverse Problems with Just Forward PassesHongkun Dou, Zike Chen, ZeYu Li, Hongjue Li, Lijun Yang, Yue Deng 0001. AAAI 2026: 20870-20878 [doi]

Global Modeling Matters: A Fast, Lightweight, and Effective Baseline for Efficient Image RestorationXingyu Jiang, Ning Gao 0004, Hongkun Dou, Xiuhui Zhang, Xiaoqing Zhong, Yue Deng 0001, Hongjue Li. TIP, 35:2740-2754, 2026. [doi]

2025

DPoser-X: Diffusion Model as Robust 3D Whole-Body Human Pose PriorJunzhe Lu 0001, Jing Lin, Hongkun Dou, Ailing Zeng, Yue Deng 0001, Xian Liu, Zhongang Cai, Lei Yang 0059, Yulun Zhang 0001, Haoqian Wang, Ziwei Liu 0002. iccv 2025: 9988-9997 [doi]

Spatiotemporal Degradation-Aware 3D Gaussian Splatting for Realistic Underwater Scene ReconstructionShaohua Liu 0003, Ning Gao 0004, Zuoya Gu, Hongkun Dou, Yue Deng 0001, Hongjue Li. mm 2025: 141-150 [doi]

Image-to-Image Bayesian Flow Networks With Structurally Informative PriorsHongkun Dou, Jinyang Du, Xingyu Jiang, Hongjue Li, Wen Yao, Yue Deng 0001. TIP, 34:4968-4982, 2025. [doi]

High-Dimensional Hyperparameter Optimization via Adjoint DifferentiationHongkun Dou, Hongjue Li, Jinyang Du, Leyuan Fang, Qing Gao 0001, Yue Deng 0001, Wen Yao. tai, 6(8):2148-2162, August 2025. [doi]

Score-Based Neural ProcessesHongkun Dou, Junzhe Lu 0001, ZeYu Li, Xiaoqing Zhong, Wen Yao, Lijun Yang, Yue Deng 0001. tnn, 36(6):11589-11601, June 2025. [doi]

Hybrid Regularization Improves Diffusion-based Inverse Problem SolvingHongkun Dou, ZeYu Li, Jinyang Du, Lijun Yang, Wen Yao, Yue Deng. iclr 2025: [doi]

Value-aligned Behavior Cloning for Offline Reinforcement Learning via Bi-level OptimizationXingyu Jiang, Ning Gao, Xiuhui Zhang, Hongkun Dou, Yue Deng 0001. iclr 2025: [doi]

Physics-aligned field reconstruction with diffusion bridgeZeYu Li, Hongkun Dou, Shen Fang, Wang Han, Yue Deng, Lijun Yang. iclr 2025: [doi]

SEGSID: A Semantic-Guided Framework for Sonar Image DespecklingShaohua Liu, Junzhe Lu 0001, Hongkun Dou, Jiajun Li, Yue Deng 0001. TIP, 34:652-666, 2025. [doi]

2023

ScoreSeg: Leveraging Score-Based Generative Model for Self-Supervised Semantic Segmentation of Remote SensingJunzhe Lu, Guangjun He, Hongkun Dou, Qing Gao 0001, Leyuan Fang, Yue Deng 0001. staeors, 16:8818-8833, 2023. [doi]

Task-aware world model learning with meta weighting via bi-level optimizationHuining Yuan, Hongkun Dou, Xingyu Jiang, Yue Deng 0001. nips 2023: [doi]

2022

Boosting Supervised Dehazing Methods via Bi-level Patch ReweightingXingyu Jiang, Hongkun Dou, Chengwei Fu, Bingquan Dai, Tianrun Xu, Yue Deng. eccv 2022: 57-73 [doi]

An Optical Satellite Controller Based on Diffractive Deep Neural NetworkShaohua Liu, Hongkun Dou, Hongjue Li, Yue Deng 0001. cicai 2022: 46-58 [doi]

2020

Multi-Scale Remote Sensing Targets Detection with Rotated Feature PyramidYinan Mao, Ziqiang Chen, Hongkun Dou, Danpei Zhao, Ziming Liu. igarss 2020: 2463-2466 [doi]

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