Risheng Liu

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 253

Top Venues

CoRR

ICME

ACM Multimedia

IEEE Trans. Image Process.

Publications

Zhiying Jiang, Xingyuan Li, Jinyuan Liu, Xin Fan, Risheng Liu
Towards Robust Image Stitching: An Adaptive Resistance Learning against Compatible Attacks. AAAI (2024)
Sihan Xie, Peiming Li, Jiaxin Gao, Ziyu Yue, Xin Fan, Risheng Liu
Breaking the water dilemma: Transmission-guided bilevel adaptive learning for underwater imagery. Neurocomputing 596 (2024)
Zhiying Jiang, Xingyuan Li, Jinyuan Liu, Xin Fan, Risheng Liu
Towards Robust Image Stitching: An Adaptive Resistance Learning against Compatible Attacks. CoRR (2024)
Xingyuan Li, Yang Zou, Jinyuan Liu, Zhiying Jiang, Long Ma, Xin Fan, Risheng Liu
From Text to Pixels: A Context-Aware Semantic Synergy Solution for Infrared and Visible Image Fusion. CoRR (2024)
Guanyao Wu, Hongming Fu, Jinyuan Liu, Long Ma, Xin Fan, Risheng Liu
Hybrid-Supervised Dual-Search: Leveraging Automatic Learning for Loss-Free Multi-Exposure Image Fusion. AAAI (2024)
Zhiying Jiang, Shuzhou Yang, Jinyuan Liu, Xin Fan, Risheng Liu
Multiscale Synergism Ensemble Progressive and Contrastive Investigation for Image Restoration. IEEE Trans. Instrum. Meas. 73 (2024)
Xiaohan Cui, Long Ma, Tengyu Ma, Jinyuan Liu, Xin Fan, Risheng Liu
Trash to Treasure: Low-Light Object Detection via Decomposition-and-Aggregation. AAAI (2024)
Yaohua Liu, Jiaxin Gao, Xuan Liu, Xianghao Jiao, Xin Fan, Risheng Liu
Advancing Generalized Transfer Attack with Initialization Derived Bilevel Optimization and Dynamic Sequence Truncation. CoRR (2024)
Zhiying Jiang, Zengxi Zhang, Jinyuan Liu, Xin Fan, Risheng Liu
Multispectral Image Stitching via Global-Aware Quadrature Pyramid Regression. IEEE Trans. Image Process. 33 (2024)
Xinwei Xue, Tianjiao Ma, Yidong Han, Long Ma, Risheng Liu
Learning Deep Scene Curve for Fast and Robust Underwater Image Enhancement. IEEE Signal Process. Lett. 31 (2024)
Risheng Liu, Zhu Liu, Wei Yao, Shangzhi Zeng, Jin Zhang
Moreau Envelope for Nonconvex Bi-Level Optimization: A Single-loop and Hessian-free Solution Strategy. CoRR (2024)
Risheng Liu, Jiaxin Gao, Xuan Liu, Xin Fan
Learning With Constraint Learning: New Perspective, Solution Strategy and Various Applications. IEEE Trans. Pattern Anal. Mach. Intell. 46 (7) (2024)
Jinyuan Liu, Runjia Lin, Guanyao Wu, Risheng Liu, Zhongxuan Luo, Xin Fan
CoCoNet: Coupled Contrastive Learning Network with Multi-level Feature Ensemble for Multi-modality Image Fusion. Int. J. Comput. Vis. 132 (5) (2024)
Jiaxin Gao, Yaohua Liu, Ziyu Yue, Xin Fan, Risheng Liu
Collaborative brightening and amplification of low-light imagery via bi-level adversarial learning. Pattern Recognit. 154 (2024)
Guanyao Wu, Hongming Fu, Jinyuan Liu, Long Ma, Xin Fan, Risheng Liu
Hybrid-Supervised Dual-Search: Leveraging Automatic Learning for Loss-free Multi-Exposure Image Fusion. CoRR (2023)
Jinyuan Liu, Zhu Liu, Guanyao Wu, Long Ma, Risheng Liu, Wei Zhong, Zhongxuan Luo, Xin Fan
Multi-interactive Feature Learning and a Full-time Multi-modality Benchmark for Image Fusion and Segmentation. ICCV (2023)
Xiaofeng Liu, Jiaxin Gao, Ziyu Yue, Xin Fan, Risheng Liu
: Learning Noise-Free Illuminance-Interpolator for Unsupervised Low-Light Image Enhancement. CoRR (2023)
Xin Fan, Zi Li, Ziyang Li, Xiaolin Wang, Risheng Liu, Zhongxuan Luo, Hao Huang
Automated Learning for Deformable Medical Image Registration by Jointly Optimizing Network Architectures and Objective Functions. IEEE Trans. Image Process. 32 (2023)
Yaohua Liu, Jiaxin Gao, Zhu Liu, Xianghao Jiao, Xin Fan, Risheng Liu
Learn from the Past: A Proxy based Adversarial Defense Framework to Boost Robustness. CoRR (2023)
Xianghao Jiao, Yaohua Liu, Jiaxin Gao, Xinyuan Chu, Xin Fan, Risheng Liu
PEARL: Preprocessing Enhanced Adversarial Robust Learning of Image Deraining for Semantic Segmentation. ACM Multimedia (2023)
Yingchi Liu, Zhu Liu, Long Ma, Jinyuan Liu, Xin Fan, Zhongxuan Luo, Risheng Liu
Bilevel Generative Learning for Low-Light Vision. ACM Multimedia (2023)
Risheng Liu, Xuan Liu, Shangzhi Zeng, Jin Zhang, Yixuan Zhang
Hierarchical Optimization-Derived Learning. CoRR (2023)
Xiaofeng Liu, Jiaxin Gao, Yaohua Liu, Risheng Liu, Nenggan Zheng
Motion-Scenario Decoupling for Rat-Aware Video Position Prediction: Strategy and Benchmark. CoRR (2023)
Risheng Liu, Zhu Liu, Pan Mu, Xin Fan, Zhongxuan Luo
Optimization-Inspired Learning With Architecture Augmentations and Control Mechanisms for Low-Level Vision. IEEE Trans. Image Process. 32 (2023)
Yingchi Liu, Zhu Liu, Long Ma, Jinyuan Liu, Xin Fan, Zhongxuan Luo, Risheng Liu
Bilevel Generative Learning for Low-Light Vision. CoRR (2023)
Risheng Liu, Xuan Liu, Shangzhi Zeng, Jin Zhang, Yixuan Zhang
Hierarchical Optimization-Derived Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (12) (2023)
Zhu Liu, Jinyuan Liu, Guanyao Wu, Xin Fan, Risheng Liu
Embracing Compact and Robust Architectures for Multi-Exposure Image Fusion. CoRR (2023)
Di Wang, Jinyuan Liu, Risheng Liu, Xin Fan
An interactively reinforced paradigm for joint infrared-visible image fusion and saliency object detection. Inf. Fusion 98 (2023)
Long Ma, Dian Jin, Nan An, Jinyuan Liu, Xin Fan, Risheng Liu
Bilevel Fast Scene Adaptation for Low-Light Image Enhancement. CoRR (2023)
Risheng Liu, Long Ma, Tengyu Ma, Xin Fan, Zhongxuan Luo
Learning With Nested Scene Modeling and Cooperative Architecture Search for Low-Light Vision. IEEE Trans. Pattern Anal. Mach. Intell. 45 (5) (2023)
Huixin Miao, Junqi Lin, Junjie Cao, Xiaoguang He, Zhixun Su, Risheng Liu
SMPR: Single-stage multi-person pose regression. Pattern Recognit. 143 (2023)
Xiaofeng Liu, Jiaxin Gao, Yaohua Liu, Nenggan Zheng, Risheng Liu
Motion-Scenario Decoupling for Rat-Aware Video Position Prediction: Strategy and Benchmark. ICIG (2) (2023)
Jiaxin Gao, Xiaokun Liu, Risheng Liu, Xin Fan
Learning adaptive hyper-guidance via proxy-based bilevel optimization for image enhancement. Vis. Comput. 39 (4) (2023)
Yuhui Wu, Zhu Liu, Jinyuan Liu, Xin Fan, Risheng Liu
Breaking Free From Fusion Rule: A Fully Semantic-Driven Infrared and Visible Image Fusion. IEEE Signal Process. Lett. 30 (2023)
Yanqi Ma, Ziyu Yue, Youwei Wang, Risheng Liu, Zhixun Su, Junjie Cao
LAPRNet: Lightweight Airborne Particle Removal Network for LiDAR Point Clouds. PSIVT (2023)
Jinyuan Liu, Zhiying Jiang, Guanyao Wu, Risheng Liu, Xin Fan
A unified image fusion framework with flexible bilevel paradigm integration. Vis. Comput. 39 (10) (2023)
Jiaxin Gao, Ziyu Yue, Yaohua Liu, Sihan Xie, Xin Fan, Risheng Liu
Diving into Darkness: A Dual-Modulated Framework for High-Fidelity Super-Resolution in Ultra-Dark Environments. CoRR (2023)
Risheng Liu, Yaohua Liu, Wei Yao, Shangzhi Zeng, Jin Zhang
Averaged Method of Multipliers for Bi-Level Optimization without Lower-Level Strong Convexity. ICML (2023)
Gehui Li, Jinyuan Liu, Long Ma, Zhiying Jiang, Xin Fan, Risheng Liu
Fearless Luminance Adaptation: A Macro-Micro-Hierarchical Transformer for Exposure Correction. ACM Multimedia (2023)
Zhu Liu, Zihang Chen, Jinyuan Liu, Long Ma, Xin Fan, Risheng Liu
Enhancing Infrared Small Target Detection Robustness with Bi-Level Adversarial Framework. CoRR (2023)
Zengxi Zhang, Zhiying Jiang, Jinyuan Liu, Xin Fan, Risheng Liu
WaterFlow: Heuristic Normalizing Flow for Underwater Image Enhancement and Beyond. ACM Multimedia (2023)
Jinyuan Liu, Guanyao Wu, Junsheng Luan, Zhiying Jiang, Risheng Liu, Xin Fan
HoLoCo: Holistic and local contrastive learning network for multi-exposure image fusion. Inf. Fusion 95 (2023)
Zhu Liu, Jinyuan Liu, Guanyao Wu, Long Ma, Xin Fan, Risheng Liu
Bi-level Dynamic Learning for Jointly Multi-modality Image Fusion and Beyond. CoRR (2023)
Risheng Liu, Jiaxin Gao, Xuan Liu, Xin Fan
Learning with Constraint Learning: New Perspective, Solution Strategy and Various Applications. CoRR (2023)
Zhiying Jiang, Risheng Liu, Shuzhou Yang, Zengxi Zhang, Xin Fan
Contrastive Learning Based Recursive Dynamic Multi-Scale Network for Image Deraining. CoRR (2023)
Di Wang, Jinyuan Liu, Long Ma, Risheng Liu, Xin Fan
Improving Misaligned Multi-modality Image Fusion with One-stage Progressive Dense Registration. CoRR (2023)
Jinyuan Liu, Zhu Liu, Guanyao Wu, Long Ma, Risheng Liu, Wei Zhong, Zhongxuan Luo, Xin Fan
Multi-interactive Feature Learning and a Full-time Multi-modality Benchmark for Image Fusion and Segmentation. CoRR (2023)
Risheng Liu, Yaohua Liu, Wei Yao, Shangzhi Zeng, Jin Zhang
Averaged Method of Multipliers for Bi-Level Optimization without Lower-Level Strong Convexity. CoRR (2023)
Zhu Liu, Jinyuan Liu, Guanyao Wu, Long Ma, Xin Fan, Risheng Liu
Bi-level Dynamic Learning for Jointly Multi-modality Image Fusion and Beyond. IJCAI (2023)
Risheng Liu, Pan Mu, Xiaoming Yuan, Shangzhi Zeng, Jin Zhang
A General Descent Aggregation Framework for Gradient-Based Bi-Level Optimization. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Risheng Liu, Xuan Liu, Shangzhi Zeng, Jin Zhang, Yixuan Zhang
Value-Function-Based Sequential Minimization for Bi-Level Optimization. IEEE Trans. Pattern Anal. Mach. Intell. 45 (12) (2023)
Di Wang, Jinyuan Liu, Risheng Liu, Xin Fan
An Interactively Reinforced Paradigm for Joint Infrared-Visible Image Fusion and Saliency Object Detection. CoRR (2023)
Zengxi Zhang, Zhiying Jiang, Jinyuan Liu, Xin Fan, Risheng Liu
WaterFlow: Heuristic Normalizing Flow for Underwater Image Enhancement and Beyond. CoRR (2023)
Wanqi Yuan, Chenping Fu, Risheng Liu, Xin Fan
SSoB: searching a scene-oriented architecture for underwater object detection. Vis. Comput. 39 (11) (2023)
Xinwei Xue, Jia He, Long Ma, Xiangyu Meng, Wenlin Li, Risheng Liu
ASF-Net: Robust Video Deraining via Temporal Alignment and Online Adaptive Learning. CoRR (2023)
Xingyuan Li, Jinyuan Liu, Long Ma, Xin Fan, Risheng Liu
AdvMono3D: Advanced Monocular 3D Object Detection with Depth-Aware Robust Adversarial Training. CoRR (2023)
Zengxi Zhang, Zhiying Jiang, Zeru Shi, Jinyuan Liu, Risheng Liu
Dual Adversarial Resilience for Collaborating Robust Underwater Image Enhancement and Perception. CoRR (2023)
Zhu Liu, Jinyuan Liu, Benzhuang Zhang, Long Ma, Xin Fan, Risheng Liu
PAIF: Perception-Aware Infrared-Visible Image Fusion for Attack-Tolerant Semantic Segmentation. ACM Multimedia (2023)
Zhiying Jiang, Zengxi Zhang, Yiyao Yu, Risheng Liu
Publisher Correction: Bilevel modeling investigated generative adversarial framework for image restoration. Vis. Comput. 39 (12) (2023)
Long Ma, Risheng Liu, Yiyang Wang, Xin Fan, Zhongxuan Luo
Low-Light Image Enhancement via Self-Reinforced Retinex Projection Model. IEEE Trans. Multim. 25 (2023)
Chenping Fu, Wanqi Yuan, Jiewen Xiao, Risheng Liu, Xin Fan
Joint Perceptual Learning for Enhancement and Object Detection in Underwater Scenarios. CoRR (2023)
Chenping Fu, Xin Fan, Jiewen Xiao, Wanqi Yuan, Risheng Liu, Zhongxuan Luo
Learning Heavily-Degraded Prior for Underwater Object Detection. CoRR (2023)
Gehui Li, Jinyuan Liu, Long Ma, Zhiying Jiang, Xin Fan, Risheng Liu
Fearless Luminance Adaptation: A Macro-Micro-Hierarchical Transformer for Exposure Correction. CoRR (2023)
Zhiying Jiang, Zengxi Zhang, Jinyuan Liu, Xin Fan, Risheng Liu
Modality-Invariant Representation for Infrared and Visible Image Registration. CoRR (2023)
Zhu Liu, Jinyuan Liu, Benzhuang Zhang, Long Ma, Xin Fan, Risheng Liu
PAIF: Perception-Aware Infrared-Visible Image Fusion for Attack-Tolerant Semantic Segmentation. CoRR (2023)
Hao Fu, Long Ma, Jinyuan Liu, Xin Fan, Risheng Liu
Exploring a Distillation with Embedded Prompts for Object Detection in Adverse Environments. PRCV (10) (2023)
Zhiying Jiang, Zengxi Zhang, Jinyuan Liu, Xin Fan, Risheng Liu
Multi-Spectral Image Stitching via Spatial Graph Reasoning. ACM Multimedia (2023)
Zhiying Jiang, Zengxi Zhang, Jinyuan Liu, Xin Fan, Risheng Liu
Multi-Spectral Image Stitching via Spatial Graph Reasoning. CoRR (2023)
Xingyuan Li, Jingyuan Liu, Yixin Lei, Long Ma, Xin Fan, Risheng Liu
MonoTDP: Twin Depth Perception for Monocular 3D Object Detection in Adverse Scenes. CoRR (2023)
Xinwei Xue, Zexuan Li, Long Ma, Qi Jia, Risheng Liu, Xin Fan
Investigating intrinsic degradation factors by multi-branch aggregation for real-world underwater image enhancement. Pattern Recognit. 133 (2023)
Chenping Fu, Xin Fan, Jiewen Xiao, Wanqi Yuan, Risheng Liu, Zhongxuan Luo
Learning Heavily-Degraded Prior for Underwater Object Detection. IEEE Trans. Circuits Syst. Video Technol. 33 (11) (2023)
Zhiying Jiang, Zengxi Zhang, Yiyao Yu, Risheng Liu
Bilevel modeling investigated generative adversarial framework for image restoration. Vis. Comput. 39 (11) (2023)
Yifei Huang, Chenhui Li, Risheng Liu, Tianyi Liang, Changbo Wang
Enhancing Visual Understanding by Removing Dithering with Global and Self-Conditioned Transformation. VINCI (2023)
Risheng Liu, Zhu Liu, Jinyuan Liu, Xin Fan, Zhongxuan Luo
A Task-guided, Implicitly-searched and Meta-initialized Deep Model for Image Fusion. CoRR (2023)
Xiaohan Cui, Long Ma, Tengyu Ma, Jinyuan Liu, Xin Fan, Risheng Liu
Trash to Treasure: Low-Light Object Detection via Decomposition-and-Aggregation. CoRR (2023)
Chenping Fu, Risheng Liu, Xin Fan, Puyang Chen, Hao Fu, Wanqi Yuan, Ming Zhu, Zhongxuan Luo
Rethinking general underwater object detection: Datasets, challenges, and solutions. Neurocomputing 517 (2023)
Xianghao Jiao, Yaohua Liu, Jiaxin Gao, Xinyuan Chu, Risheng Liu, Xin Fan
PEARL: Preprocessing Enhanced Adversarial Robust Learning of Image Deraining for Semantic Segmentation. CoRR (2023)
Zhanbo Huang, Jinyuan Liu, Xin Fan, Risheng Liu, Wei Zhong, Zhongxuan Luo
ReCoNet: Recurrent Correction Network for Fast and Efficient Multi-modality Image Fusion. ECCV (18) (2022)
Yuhui Wu, Zhu Liu, Jinyuan Liu, Xin Fan, Risheng Liu
Breaking Free from Fusion Rule: A Fully Semantic-driven Infrared and Visible Image Fusion. CoRR (2022)
Jinyuan Liu, Yuhui Wu, Guanyao Wu, Risheng Liu, Xin Fan
Learn to Search a Lightweight Architecture for Target-Aware Infrared and Visible Image Fusion. IEEE Signal Process. Lett. 29 (2022)
Jinyuan Liu, Jingjie Shang, Risheng Liu, Xin Fan
Attention-Guided Global-Local Adversarial Learning for Detail-Preserving Multi-Exposure Image Fusion. IEEE Trans. Circuits Syst. Video Technol. 32 (8) (2022)
Di Wang, Long Ma, Risheng Liu, Xin Fan
Semantic-aware Texture-Structure Feature Collaboration for Underwater Image Enhancement. ICRA (2022)
Xinwei Xue, Jia He, Long Ma, Yi Wang, Xin Fan, Risheng Liu
Best of Both Worlds: See and Understand Clearly in the Dark. ACM Multimedia (2022)
Risheng Liu, Jiaxin Gao, Xuan Liu, Xin Fan
Revisiting GANs by Best-Response Constraint: Perspective, Methodology, and Application. CoRR (2022)
Jun Wen, Junsong Yuan, Qian Zheng, Risheng Liu, Zhefeng Gong, Nenggan Zheng
Hierarchical domain adaptation with local feature patterns. Pattern Recognit. 124 (2022)
Risheng Liu, Jiaxin Gao, Jin Zhang, Deyu Meng, Zhouchen Lin
Investigating Bi-Level Optimization for Learning and Vision From a Unified Perspective: A Survey and Beyond. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Zhiying Jiang, Zhuoxiao Li, Shuzhou Yang, Xin Fan, Risheng Liu
Target Oriented Perceptual Adversarial Fusion Network for Underwater Image Enhancement. IEEE Trans. Circuits Syst. Video Technol. 32 (10) (2022)
Jinyuan Liu, Xin Fan, Ji Jiang, Risheng Liu, Zhongxuan Luo
Learning a Deep Multi-Scale Feature Ensemble and an Edge-Attention Guidance for Image Fusion. IEEE Trans. Circuits Syst. Video Technol. 32 (1) (2022)
Tengyu Ma, Long Ma, Xin Fan, Zhongxuan Luo, Risheng Liu
PIA: Parallel Architecture with Illumination Allocator for Joint Enhancement and Detection in Low-Light. ACM Multimedia (2022)
Di Wang, Jinyuan Liu, Xin Fan, Risheng Liu
Unsupervised Misaligned Infrared and Visible Image Fusion via Cross-Modality Image Generation and Registration. IJCAI (2022)
Risheng Liu, Xuan Liu, Wei Yao, Shangzhi Zeng, Jin Zhang
Towards Extremely Fast Bilevel Optimization with Self-governed Convergence Guarantees. CoRR (2022)
Risheng Liu, Long Ma, Xiaoming Yuan, Shangzhi Zeng, Jin Zhang
Task-Oriented Convex Bilevel Optimization With Latent Feasibility. IEEE Trans. Image Process. 31 (2022)
Runjia Lin, Jinyuan Liu, Risheng Liu, Xin Fan
Global structure-guided learning framework for underwater image enhancement. Vis. Comput. 38 (12) (2022)
Jinyuan Liu, Xin Fan, Zhanbo Huang, Guanyao Wu, Risheng Liu, Wei Zhong, Zhongxuan Luo
Target-aware Dual Adversarial Learning and a Multi-scenario Multi-Modality Benchmark to Fuse Infrared and Visible for Object Detection. CVPR (2022)
Long Ma, Tengyu Ma, Risheng Liu, Xin Fan, Zhongxuan Luo
Toward Fast, Flexible, and Robust Low-Light Image Enhancement. CVPR (2022)
Risheng Liu, Zhiying Jiang, Shuzhou Yang, Xin Fan
Twin Adversarial Contrastive Learning for Underwater Image Enhancement and Beyond. IEEE Trans. Image Process. 31 (2022)
Long Ma, Tianjiao Ma, Xinwei Xue, Xin Fan, Zhongxuan Luo, Risheng Liu
Practical Exposure Correction: Great Truths Are Always Simple. CoRR (2022)
Zhiying Jiang, Zengxi Zhang, Xin Fan, Risheng Liu
Towards All Weather and Unobstructed Multi-Spectral Image Stitching: Algorithm and Benchmark. ACM Multimedia (2022)
Long Ma, Risheng Liu, Jiaao Zhang, Xin Fan, Zhongxuan Luo
Learning Deep Context-Sensitive Decomposition for Low-Light Image Enhancement. IEEE Trans. Neural Networks Learn. Syst. 33 (10) (2022)
Risheng Liu, Xuan Liu, Shangzhi Zeng, Jin Zhang, Yixuan Zhang
Optimization-Derived Learning with Essential Convergence Analysis of Training and Hyper-training. ICML (2022)

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Publication Activity (10 Years)

Top Topics

Top Venues

Risheng Liu