Yue Deng

79 papers A* 11A 4B 1Misc 1Journal 56Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Local 2-Order Mutual Information Metric Approach for Service Community Detection in Complex Service Networks.
IEEE Trans. Artif. Intell.
Kexin Zhang, Qing Gao, Jinhu Lü, Maciej Ogorzalek, Yue Deng
2026 A* conf
Bi-Spectrum Distillation: Addressing Spectral Mismatch in ANN-SNN Knowledge Transfer.
AAAI
Yuxuan Zhang, Yuhang Sun, Wen Yao, Yue Deng, Hongjue Li
2026 A* conf
Constrained Particle Seeking: Solving Diffusion Inverse Problems with Just Forward Passes.
AAAI
Hongkun Dou, Zike Chen, Zeyu Li, Hongjue Li, Lijun Yang, Yue Deng
2026 J jnl
Constrained Particle Seeking: Solving Diffusion Inverse Problems with Just Forward Passes.
CoRR
Hongkun Dou, Zike Chen, Zeyu Li, Hongjue Li, Lijun Yang, Yue Deng
2026 J jnl
Global Modeling Matters: A Fast, Lightweight, and Effective Baseline for Efficient Image Restoration.
IEEE Trans. Image Process.
Xingyu Jiang, Ning Gao, Hongkun Dou, Xiuhui Zhang, Xiaoqing Zhong, Yue Deng, Hongjue Li
2026 J jnl
MTRAG: Multi-Target Referring and Grounding via Hybrid Semantic-Spatial Integration.
IEEE Trans. Image Process.
Yili Ren, Jinyang Du, Xi Liu, Qianxiao Su, Yue Deng, Hongjue Li
2026 A* conf
Pseudo-Spiking Neurons: A Noise-Based Training Framework for Heterogeneous-Latency Spiking Neural Networks.
AAAI
Yuxuan Zhang, Yuhang Sun, Hongjue Li, Yue Deng, Wen Yao
2026 J jnl
RF-Agent: Automated Reward Function Design via Language Agent Tree Search.
CoRR
Ning Gao, Xiuhui Zhang, Xingyu Jiang, Mukang You, Mohan Zhang, Yue Deng
2026 J jnl
You Only Look One Step: Accelerating Backpropagation in Diffusion Sampling With Gradient Shortcuts.
IEEE Trans. Pattern Anal. Mach. Intell.
Hongkun Dou, Zeyu Li, Xingyu Jiang, Hongjue Li, Lijun Yang, Wen Yao, Yue Deng
2025 J jnl
A Quantum Multimodal Neural Network Model for Sentiment Analysis on Quantum Circuits.
IEEE Trans. Artif. Intell.
Jin Zheng, Qing Gao, Daoyi Dong, Jinhu Lü, Yue Deng
2025 J jnl
A Quantum Spatial Graph Convolutional Neural Network Model on Quantum Circuits.
IEEE Trans. Neural Networks Learn. Syst.
Jin Zheng, Qing Gao, Maciej Ogorzalek, Jinhu Lü, Yue Deng
2025 J jnl
DPoser-X: Diffusion Model as Robust 3D Whole-body Human Pose Prior.
CoRR
Junzhe Lu, Jing Lin, Hongkun Dou, Ailing Zeng, Yue Deng, Xian Liu, Zhongang Cai, Lei Yang, Yulun Zhang, Haoqian Wang, Ziwei Liu
2025 J jnl
Global Modeling Matters: A Fast, Lightweight and Effective Baseline for Efficient Image Restoration.
CoRR
Xingyu Jiang, Ning Gao, Hongkun Dou, Xiuhui Zhang, Xiaoqing Zhong, Yue Deng, Hongjue Li
2025 J jnl
High-Dimensional Hyperparameter Optimization via Adjoint Differentiation.
IEEE Trans. Artif. Intell.
Hongkun Dou, Hongjue Li, Jinyang Du, Leyuan Fang, Qing Gao, Yue Deng, Wen Yao
2025 A* conf
Hybrid Regularization Improves Diffusion-based Inverse Problem Solving.
ICLR
Hongkun Dou, Zeyu Li, Jinyang Du, Lijun Yang, Wen Yao, Yue Deng
2025 J jnl
Image Restoration via Multi-domain Learning.
CoRR
Xingyu Jiang, Ning Gao, Xiuhui Zhang, Hongkun Dou, Shaowen Fu, Xiaoqing Zhong, Hongjue Li, Yue Deng
2025 J jnl
Image-to-Image Bayesian Flow Networks With Structurally Informative Priors.
IEEE Trans. Image Process.
Hongkun Dou, Jinyang Du, Xingyu Jiang, Hongjue Li, Wen Yao, Yue Deng
2025 A* conf
Physics-aligned field reconstruction with diffusion bridge.
ICLR
Zeyu Li, Hongkun Dou, Shen Fang, Wang Han, Yue Deng, Lijun Yang
2025 J jnl
SEGSID: A Semantic-Guided Framework for Sonar Image Despeckling.
IEEE Trans. Image Process.
Shaohua Liu, Junzhe Lu, Hongkun Dou, Jiajun Li, Yue Deng
2025 J jnl
Score-Based Neural Processes.
IEEE Trans. Neural Networks Learn. Syst.
Hongkun Dou, Junzhe Lu, Zeyu Li, Xiaoqing Zhong, Wen Yao, Lijun Yang, Yue Deng
2025 A* conf
Spatiotemporal Degradation-Aware 3D Gaussian Splatting for Realistic Underwater Scene Reconstruction.
ACM Multimedia
Shaohua Liu, Ning Gao, Zuoya Gu, Hongkun Dou, Yue Deng, Hongjue Li
2025 A* conf
Value-aligned Behavior Cloning for Offline Reinforcement Learning via Bi-level Optimization.
ICLR
Xingyu Jiang, Ning Gao, Xiuhui Zhang, Hongkun Dou, Yue Deng
2025 J jnl
You Only Look One Step: Accelerating Backpropagation in Diffusion Sampling with Gradient Shortcuts.
CoRR
Hongkun Dou, Zeyu Li, Xingyu Jiang, Hongjue Li, Lijun Yang, Wen Yao, Yue Deng
2024 J jnl
A Subgraph-Based Hierarchical Q-Learning Approach to Optimal Resource Scheduling for Complex Industrial Networks.
IEEE Trans. Circuits Syst. I Regul. Pap.
Kexin Zhang, Qing Gao, Jinhu Lu, Maciej Ogorzalek, Yue Deng
2024 J jnl
Aquatic-GS: A Hybrid 3D Representation for Underwater Scenes.
CoRR
Shaohua Liu, Junzhe Lu, Zuoya Gu, Jiajun Li, Yue Deng
2024 — conf
Efficient Frequency-Domain Image Deraining with Contrastive Regularization.
ECCV (41)
Ning Gao, Xingyu Jiang, Xiuhui Zhang, Yue Deng
2024 J jnl
Learning spatiotemporal dynamics with a pretrained generative model.
Nat. Mac. Intell.
Zeyu Li, Wang Han, Yue Zhang, Qingfei Fu, Jingxuan Li, Lizi Qin, Ruoyu Dong, Hao Sun, Yue Deng, Lijun Yang
2024 J jnl
Physics-aligned Schrödinger bridge.
CoRR
Zeyu Li, Hongkun Dou, Shen Fang, Wang Han, Yue Deng, Lijun Yang
2024 J jnl
SPADIX: A Highly Efficient Accelerator for Solving 3-D Partial Differential Equations.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Jiajun Li, Yue Deng
2024 J jnl
Vision-Only-Based Control of Approaching Disabled Satellites via Deep Learning.
IEEE Trans. Aerosp. Electron. Syst.
Peiyun Li, Yunfeng Dong, Hongjue Li, Yue Deng, Yingjia Liew
2024 — conf
When Fast Fourier Transform Meets Transformer for Image Restoration.
ECCV (45)
Xingyu Jiang, Xiuhui Zhang, Ning Gao, Yue Deng
2023 J jnl
DPoser: Diffusion Model as Robust 3D Human Pose Prior.
CoRR
Junzhe Lu, Jing Lin, Hongkun Dou, Yulun Zhang, Yue Deng, Haoqian Wang
2023 J jnl
Dif-Fusion: Toward High Color Fidelity in Infrared and Visible Image Fusion With Diffusion Models.
IEEE Trans. Image Process.
Jun Yue, Leyuan Fang, Shaobo Xia, Yue Deng, Jiayi Ma
2023 J jnl
Dif-Fusion: Towards High Color Fidelity in Infrared and Visible Image Fusion with Diffusion Models.
CoRR
Jun Yue, Leyuan Fang, Shaobo Xia, Yue Deng, Jiayi Ma
2023 J jnl
Efficient Layer Compression Without Pruning.
IEEE Trans. Image Process.
Jie Wu, Dingshun Zhu, Leyuan Fang, Yue Deng, Zhun Zhong
2023 J jnl
Hyperspectral Image Instance Segmentation Using Spectral-Spatial Feature Pyramid Network.
IEEE Trans. Geosci. Remote. Sens.
Leyuan Fang, Yifan Jiang, Yinglong Yan, Jun Yue, Yue Deng
2023 J jnl
ScoreSeg: Leveraging Score-Based Generative Model for Self-Supervised Semantic Segmentation of Remote Sensing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Junzhe Lu, Guangjun He, Hongkun Dou, Qing Gao, Leyuan Fang, Yue Deng
2023 A* conf
Task-aware world model learning with meta weighting via bi-level optimization.
NeurIPS
Huining Yuan, Hongkun Dou, Xingyu Jiang, Yue Deng
2023 J jnl
Toward the Vectorization of Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Leyuan Fang, Yinglong Yan, Jun Yue, Yue Deng
2022 — conf
An Optical Satellite Controller Based on Diffractive Deep Neural Network.
CICAI (2)
Shaohua Liu, Hongkun Dou, Hongjue Li, Yue Deng
2022 — conf
Boosting Supervised Dehazing Methods via Bi-level Patch Reweighting.
ECCV (18)
Xingyu Jiang, Hongkun Dou, Chengwei Fu, Bingquan Dai, Tianrun Xu, Yue Deng
2022 J jnl
Deep Kernel-Based Optimal Control Prediction in Aerospace Missions.
IEEE Trans. Aerosp. Electron. Syst.
Hongjue Li, Wen Yao, Yunfeng Dong, Qing Gao, Yue Deng
2021 J jnl
An Integral Sliding-Mode Parallel Control Approach for General Nonlinear Systems via Piecewise Affine Linear Models.
CoRR
Chunyang Zhang, Qing Gao, Yue Deng, Jianbin Qiu
2021 J jnl
Gated Value Network for Multilabel Classification.
IEEE Trans. Neural Networks Learn. Syst.
Yimin Hou, Sen Wan, Feng Bao, Zhiquan Ren, Yunfeng Dong, Qionghai Dai, Yue Deng
2021 J jnl
Human-in-the-Loop Low-Shot Learning.
IEEE Trans. Neural Networks Learn. Syst.
Sen Wan, Yimin Hou, Feng Bao, Zhiquan Ren, Yunfeng Dong, Qionghai Dai, Yue Deng
2021 J jnl
Spacecraft Relative Trajectory Planning Based on Meta-Learning.
IEEE Trans. Aerosp. Electron. Syst.
Hongjue Li, Qing Gao, Yunfeng Dong, Yue Deng
2020 J jnl
A New Concept of Multiple Neural Networks Structure Using Convex Combination.
IEEE Trans. Neural Networks Learn. Syst.
Yu Wang, Yue Deng, Yilin Shen, Hongxia Jin
2020 J jnl
Cooperative Deep Reinforcement Learning for Large-Scale Traffic Grid Signal Control.
IEEE Trans. Cybern.
Tian Tan, Feng Bao, Yue Deng, Alex Jin, Qionghai Dai, Jie Wang
2020 J jnl
Explaining the Genetic Causality for Complex Phenotype via Deep Association Kernel Learning.
Patterns
Feng Bao, Yue Deng, Mulong Du, Zhiquan Ren, Sen Wan, Kenny Ye Liang, Shaohua Liu, Bo Wang, Junyi Xin, Feng Chen, David C. Christiani, Meilin Wang, Qionghai Dai
2020 J jnl
Learning Deep Landmarks for Imbalanced Classification.
IEEE Trans. Neural Networks Learn. Syst.
Feng Bao, Yue Deng, Youyong Kong, Zhiquan Ren, Jin-Li Suo, Qionghai Dai
2019 A conf
A New Concept of Convex based Multiple Neural Networks Structure.
AAMAS
Yu Wang, Yue Deng, Yilin Shen, Hongxia Jin
2019 Misc conf
Adversarial Multi-label Prediction for Spoken and Visual Signal Tagging.
ICASSP
Yue Deng, KaWai Chen, Yilin Shen, Hongxia Jin
2019 A* conf
Learning Assistance from an Adversarial Critic for Multi-Outputs Prediction.
IJCAI
Yue Deng, Yilin Shen, Hongxia Jin
2018 J jnl
ACID: Association Correction for Imbalanced Data in GWAS.
IEEE ACM Trans. Comput. Biol. Bioinform.
Feng Bao, Yue Deng, Qionghai Dai
2018 A* conf
Adversarial Active Learning for Sequences Labeling and Generation.
IJCAI
Yue Deng, KaWai Chen, Yilin Shen, Hongxia Jin
2018 A conf
Interactive recommendation via deep neural memory augmented contextual bandits.
RecSys
Yilin Shen, Yue Deng, Avik Ray, Hongxia Jin
2018 J jnl
Probabilistic natural mapping of gene-level tests for genome-wide association studies.
Briefings Bioinform.
Feng Bao, Yue Deng, Mulong Du, Zhiquan Ren, Qingzhao Zhang, Yanyu Zhao, Jin-Li Suo, Zhengdong Zhang, Meilin Wang, Qionghai Dai
2018 A conf
Training Recurrent Neural Network through Moment Matching for NLP Applications.
INTERSPEECH
Yue Deng, Yilin Shen, KaWai Chen, Hongxia Jin
2017 J jnl
A Hierarchical Fused Fuzzy Deep Neural Network for Data Classification.
IEEE Trans. Fuzzy Syst.
Yue Deng, Zhiquan Ren, Youyong Kong, Feng Bao, Qionghai Dai
2017 J jnl
Deep Direct Reinforcement Learning for Financial Signal Representation and Trading.
IEEE Trans. Neural Networks Learn. Syst.
Yue Deng, Feng Bao, Youyong Kong, Zhiquan Ren, Qionghai Dai
2017 J jnl
Discriminant Kernel Assignment for Image Coding.
IEEE Trans. Cybern.
Yue Deng, Yanyu Zhao, Zhiquan Ren, Youyong Kong, Feng Bao, Qionghai Dai
2017 A* conf
Disguise Adversarial Networks for Click-through Rate Prediction.
IJCAI
Yue Deng, Yilin Shen, Hongxia Jin
2016 J jnl
Deep and Structured Robust Information Theoretic Learning for Image Analysis.
IEEE Trans. Image Process.
Yue Deng, Feng Bao, XueSong Deng, Ruiping Wang, Youyong Kong, Qionghai Dai
2016 J jnl
Directed Adaptive Graphical Lasso for causality inference.
Neurocomputing
Zhiquan Ren, Yang Yang, Feng Bao, Yue Deng, Qionghai Dai
2016 J jnl
Local visual feature fusion via maximum margin multimodal deep neural network.
Neurocomputing
Zhiquan Ren, Yue Deng, Qionghai Dai
2015 J jnl
Discriminative Clustering and Feature Selection for Brain MRI Segmentation.
IEEE Signal Process. Lett.
Youyong Kong, Yue Deng, Qionghai Dai
2015 — —
High-dimensional and low-quality visual information processing: from structured sensing and understanding.
Yue Deng
2015 J jnl
Sparse Coding-Inspired Optimal Trading System for HFT Industry.
IEEE Trans. Ind. Informatics
Yue Deng, Youyong Kong, Feng Bao, Qionghai Dai
2014 J jnl
Joint Non-Gaussian Denoising and Superresolving of Raw High Frame Rate Videos.
IEEE Trans. Image Process.
Jin-Li Suo, Yue Deng, Liheng Bian, Qionghai Dai
2014 J jnl
Visual Words Assignment Via Information-Theoretic Manifold Embedding.
IEEE Trans. Cybern.
Yue Deng, Yipeng Li, Yanjun Qian, Xiangyang Ji, Qionghai Dai
2013 — ch.
An Overview of Computational Sparse Models and Their Applications in Artificial Intelligence.
Artificial Intelligence, Evolutionary Computing and Metaheuristics
Yue Deng, Qionghai Dai, Zengke Zhang
2013 J jnl
Free-Viewpoint Video of Human Actors Using Multiple Handheld Kinects.
IEEE Trans. Cybern.
Genzhi Ye, Yebin Liu, Yue Deng, Nils Hasler, Xiangyang Ji, Qionghai Dai, Christian Theobalt
2013 J jnl
Low-Rank Structure Learning via Nonconvex Heuristic Recovery.
IEEE Trans. Neural Networks Learn. Syst.
Yue Deng, Qionghai Dai, Risheng Liu, Zengke Zhang, Sanqing Hu
2012 J jnl
Commute time guided transformation for feature extraction.
Comput. Vis. Image Underst.
Yue Deng, Qionghai Dai, Ruiping Wang, Zengke Zhang
2012 J jnl
Noisy Depth Maps Fusion for Multiview Stereo Via Matrix Completion.
IEEE J. Sel. Top. Signal Process.
Yue Deng, Yebin Liu, Qionghai Dai, Zengke Zhang, Yao Wang
2012 A conf
Visual words assignment on a graph via minimal mutual information loss.
BMVC
Yanjun Qian, Yue Deng, Qionghai Dai, Yipeng Li, Guihua Er
2011 J jnl
Graph Laplace for Occluded Face Completion and Recognition.
IEEE Trans. Image Process.
Yue Deng, Qionghai Dai, Zengke Zhang
2010 J jnl
Sparsity tracking for low rank matrix recovery from noise
CoRR
Yue Deng, Qionghai Dai, Zengke Zhang
2009 B conf
Partially occluded face completion and recognition.
ICIP
Yue Deng, Dong Li, Xudong Xie, Kin-Man Lam, Qionghai Dai