Long Ma - RankMe

120 papers A* 29A 6C 1Misc 8Journal 65Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Bilevel Layer-Positioning LoRA for Real Image Dehazing. CoRR Yan Zhang, Long Ma, Yuxin Feng, Zhe Huang, Fan Zhou, Zhuo Su
2026	J	`jnl`	Bridging Human Evaluation to Infrared and Visible Image Fusion. CoRR Jinyuan Liu, Xingyuan Li, Qingyun Mei, Haoyuan Xu, Zhiying Jiang, Long Ma, Risheng Liu, Xin Fan
2026	J	`jnl`	Contourlet Refinement Gate Framework for Thermal Spectrum Distribution Regularized Infrared Image Super-Resolution. Int. J. Comput. Vis. Yang Zou, Zhixin Chen, Zhipeng Zhang, Xingyuan Li, Long Ma, Jinyuan Liu, Peng Wang, Yanning Zhang
2026	J	`jnl`	Enhancing Underwater Images via Resonant Fusion. IEEE Trans. Image Process. Xinwei Xue, Zimeng Xu, Kaixin Wang, Jincheng Yuan, Jingchun Zhou, Chengpei Xu, Xiaoke Shang, Long Ma, Weimin Wang
2026	A*	`conf`	Learning 3D Occupancy from Beam Overlap in 2D Rotating mmWave Radar. AAAI Yu Du, Ruifeng Nie, Long Ma, Chengpei Xu, Yu Liu, Weimin Wang
2026	J	`jnl`	SWG-Fusion: Soft weather-guided multimodal fusion with VLM-assistance for BEV object detection under harsh weather. Pattern Recognit. Weimin Wang, Ruifeng Nie, Yingchi Liu, Long Ma, Chengpei Xu, Qi Jia, Yu Liu, Na Lei
2026	J	`jnl`	Versatile Luminosity Tuning: Relighting Illumination via Dual-Prompt Exposure Correction. Int. J. Comput. Vis. Jinyuan Liu, Gehui Li, Zhiying Jiang, Long Ma, Miao Zhang, Xin Fan, Risheng Liu
2025	J	`jnl`	ASF-Net: Robust video deraining via temporal alignment and online adaptive learning. Pattern Recognit. Xinwei Xue, Jia He, Long Ma, Xiangyu Meng, Wenlin Li, Risheng Liu
2025	J	`jnl`	Bilevel Fast Scene Adaptation for Low-Light Image Enhancement. Int. J. Comput. Vis. Long Ma, Dian Jin, Nan An, Jinyuan Liu, Xin Fan, Zhongxuan Luo, Risheng Liu
2025	A*	`conf`	Bright to Dark: Stage-wise Bilevel Knowledge Transfer for Seeing Text in the Dark. ACM Multimedia Chengpei Xu, Wenhao Zhou, Long Ma, Weimin Wang, Feng Xia, Binghao Li, Wenjie Zhang
2025	A*	`conf`	CoA: Towards Real Image Dehazing via Compression-and-Adaptation. CVPR Long Ma, Yuxin Feng, Yan Zhang, Jinyuan Liu, Weimin Wang, Guang-Yong Chen, Chengpei Xu, Zhuo Su
2025	J	`jnl`	CoA: Towards Real Image Dehazing via Compression-and-Adaptation. CoRR Long Ma, Yuxin Feng, Yan Zhang, Jinyuan Liu, Weimin Wang, Guang-Yong Chen, Chengpei Xu, Zhuo Su
2025	J	`jnl`	Crossing the Chasm: A practical architecture augmentation for low-quality object detection. Neurocomputing Xinwei Xue, Haoze Zheng, Yuechao Gao, Tengyu Ma, Long Ma, Qi Jia
2025	A*	`conf`	DCEvo: Discriminative Cross-Dimensional Evolutionary Learning for Infrared and Visible Image Fusion. CVPR Jinyuan Liu, Bowei Zhang, Qingyun Mei, Xingyuan Li, Yang Zou, Zhiying Jiang, Long Ma, Risheng Liu, Xin Fan
2025	J	`jnl`	DCEvo: Discriminative Cross-Dimensional Evolutionary Learning for Infrared and Visible Image Fusion. CoRR Jinyuan Liu, Bowei Zhang, Qingyun Mei, Xingyuan Li, Yang Zou, Zhiying Jiang, Long Ma, Risheng Liu, Xin Fan
2025	A*	`conf`	DEAL: Data-Efficient Adversarial Learning for High-Quality Infrared Imaging. CVPR Zhu Liu, Zijun Wang, Jinyuan Liu, Fanqi Meng, Long Ma, Risheng Liu
2025	J	`jnl`	DEAL: Data-Efficient Adversarial Learning for High-Quality Infrared Imaging. CoRR Zhu Liu, Zijun Wang, Jinyuan Liu, Fanqi Meng, Long Ma, Risheng Liu
2025	A*	`conf`	Degradation-Aware One-Step Diffusion Model for Content-Sensitive Super-Resolution in the Dark. ACM Multimedia Tengyu Ma, Jiafa Ruan, Yuetong Wang, Guangchao Han, Zhu Liu, Long Ma, Risheng Liu
2025	A*	`conf`	DifIISR: A Diffusion Model with Gradient Guidance for Infrared Image Super-Resolution. CVPR Xingyuan Li, Zirui Wang, Yang Zou, Zhixin Chen, Jun Ma, Zhiying Jiang, Long Ma, Jinyuan Liu
2025	J	`jnl`	DifIISR: A Diffusion Model with Gradient Guidance for Infrared Image Super-Resolution. CoRR Xingyuan Li, Zirui Wang, Yang Zou, Zhixin Chen, Jun Ma, Zhiying Jiang, Long Ma, Jinyuan Liu
2025	J	`jnl`	Enhancing Infrared Vision: Progressive Prompt Fusion Network and Benchmark. CoRR Jinyuan Liu, Zihang Chen, Zhu Liu, Zhiying Jiang, Long Ma, Xin Fan, Risheng Liu
2025	J	`jnl`	HUPE: Heuristic Underwater Perceptual Enhancement with Semantic Collaborative Learning. Int. J. Comput. Vis. Zengxi Zhang, Zhiying Jiang, Long Ma, Jinyuan Liu, Xin Fan, Risheng Liu
2025	J	`jnl`	Infrared and Visible Image Fusion: From Data Compatibility to Task Adaption. CoRR Jinyuan Liu, Guanyao Wu, Zhu Liu, Di Wang, Zhiying Jiang, Long Ma, Wei Zhong, Xin Fan, Risheng Liu
2025	J	`jnl`	Infrared and Visible Image Fusion: From Data Compatibility to Task Adaption. IEEE Trans. Pattern Anal. Mach. Intell. Jinyuan Liu, Guanyao Wu, Zhu Liu, Di Wang, Zhiying Jiang, Long Ma, Wei Zhong, Xin Fan, Risheng Liu
2025	A*	`conf`	Inter-Task Weaving in Image Enhancement: From a New Unified Architecture to a Better Meta-Representation Learning. ACM Multimedia Nan An, Siqi Xu, Long Ma, Zhu Liu, Guangchao Han, Tengyu Ma, Risheng Liu
2025	J	`jnl`	Learning With Self-Calibrator for Fast and Robust Low-Light Image Enhancement. IEEE Trans. Pattern Anal. Mach. Intell. Long Ma, Tengyu Ma, Chengpei Xu, Jinyuan Liu, Xin Fan, Zhongxuan Luo, Risheng Liu
2025	A*	`conf`	Rethinking Reconstruction and Denoising in the Dark: New Perspective, General Architecture and Beyond. CVPR Tengyu Ma, Long Ma, Ziye Li, Yuetong Wang, Jinyuan Liu, Chengpei Xu, Risheng Liu
2025	J	`jnl`	Striving for Faster and Better: A One-Layer Architecture With Auto Re-Parameterization for Low-Light Image Enhancement. IEEE Trans. Circuits Syst. Video Technol. Nan An, Long Ma, Guangchao Han, Xin Fan, Risheng Liu
2025	J	`jnl`	Striving for Faster and Better: A One-Layer Architecture with Auto Re-parameterization for Low-Light Image Enhancement. CoRR Nan An, Long Ma, Guangchao Han, Xin Fan, Risheng Liu
2025	A*	`conf`	TextMEF: Text-guided Prompt Learning for Multi-exposure Image Fusion. IJCAI Jinyuan Liu, Qianjun Huang, Guanyao Wu, Di Wang, Zhiying Jiang, Long Ma, Risheng Liu, Xin Fan
2025	A*	`conf`	Toward a Training-Free Plug-and-Play Refinement Framework for Infrared and Visible Image Registration and Fusion. ACM Multimedia Yating Liu, Yang Zou, Xingyuan Li, Xingyue Zhu, Kaiqi Han, Zhiying Jiang, Long Ma, Jinyuan Liu
2024	J	`jnl`	Advancing Real-World Image Dehazing: Perspective, Modules, and Training. IEEE Trans. Pattern Anal. Mach. Intell. Yuxin Feng, Long Ma, Xiaozhe Meng, Fan Zhou, Risheng Liu, Zhuo Su
2024	J	`jnl`	Bridging the Gap Between Haze Scenarios: A Unified Image Dehazing Model. IEEE Trans. Circuits Syst. Video Technol. Yuxin Feng, Zhuo Su, Long Ma, Xin Li, Risheng Liu, Fan Zhou
2024	J	`jnl`	Contourlet Refinement Gate Framework for Thermal Spectrum Distribution Regularized Infrared Image Super-Resolution. CoRR Yang Zou, Zhixin Chen, Zhipeng Zhang, Xingyuan Li, Long Ma, Jinyuan Liu, Peng Wang, Yanning Zhang
2024	—	`conf`	Contourlet Residual for Prompt Learning Enhanced Infrared Image Super-Resolution. ECCV (3) Xingyuan Li, Jinyuan Liu, Zhixin Chen, Yang Zou, Long Ma, Xin Fan, Risheng Liu
2024	J	`jnl`	From Text to Pixels: A Context-Aware Semantic Synergy Solution for Infrared and Visible Image Fusion. CoRR Xingyuan Li, Yang Zou, Jinyuan Liu, Zhiying Jiang, Long Ma, Xin Fan, Risheng Liu
2024	J	`jnl`	HUPE: Heuristic Underwater Perceptual Enhancement with Semantic Collaborative Learning. CoRR Zengxi Zhang, Zhiying Jiang, Long Ma, Jinyuan Liu, Xin Fan, Risheng Liu
2024	A*	`conf`	Hybrid-Supervised Dual-Search: Leveraging Automatic Learning for Loss-Free Multi-Exposure Image Fusion. AAAI Guanyao Wu, Hongming Fu, Jinyuan Liu, Long Ma, Xin Fan, Risheng Liu
2024	J	`jnl`	Improving Misaligned Multi-Modality Image Fusion With One-Stage Progressive Dense Registration. IEEE Trans. Circuits Syst. Video Technol. Di Wang, Jinyuan Liu, Long Ma, Risheng Liu, Xin Fan
2024	J	`jnl`	Learning Deep Scene Curve for Fast and Robust Underwater Image Enhancement. IEEE Signal Process. Lett. Xinwei Xue, Tianjiao Ma, Yidong Han, Long Ma, Risheng Liu
2024	A*	`conf`	Seeing Text in the Dark: Algorithm and Benchmark. ACM Multimedia Chengpei Xu, Hao Fu, Long Ma, Wenjing Jia, Chengqi Zhang, Feng Xia, Xiaoyu Ai, Binghao Li, Wenjie Zhang
2024	J	`jnl`	Seeing Text in the Dark: Algorithm and Benchmark. CoRR Chengpei Xu, Hao Fu, Long Ma, Wenjing Jia, Chengqi Zhang, Feng Xia, Xiaoyu Ai, Binghao Li, Wenjie Zhang
2024	A*	`conf`	Trash to Treasure: Low-Light Object Detection via Decomposition-and-Aggregation. AAAI Xiaohan Cui, Long Ma, Tengyu Ma, Jinyuan Liu, Xin Fan, Risheng Liu
2024	A*	`conf`	Where Elegance Meets Precision: Towards a Compact, Automatic, and Flexible Framework for Multi-modality Image Fusion and Applications. IJCAI Jinyuan Liu, Guanyao Wu, Zhu Liu, Long Ma, Risheng Liu, Xin Fan
2023	J	`jnl`	ASF-Net: Robust Video Deraining via Temporal Alignment and Online Adaptive Learning. CoRR Xinwei Xue, Jia He, Long Ma, Xiangyu Meng, Wenlin Li, Risheng Liu
2023	J	`jnl`	AdvMono3D: Advanced Monocular 3D Object Detection with Depth-Aware Robust Adversarial Training. CoRR Xingyuan Li, Jinyuan Liu, Long Ma, Xin Fan, Risheng Liu
2023	A*	`conf`	Bi-level Dynamic Learning for Jointly Multi-modality Image Fusion and Beyond. IJCAI Zhu Liu, Jinyuan Liu, Guanyao Wu, Long Ma, Xin Fan, Risheng Liu
2023	J	`jnl`	Bi-level Dynamic Learning for Jointly Multi-modality Image Fusion and Beyond. CoRR Zhu Liu, Jinyuan Liu, Guanyao Wu, Long Ma, Xin Fan, Risheng Liu
2023	J	`jnl`	Bilevel Fast Scene Adaptation for Low-Light Image Enhancement. CoRR Long Ma, Dian Jin, Nan An, Jinyuan Liu, Xin Fan, Risheng Liu
2023	A*	`conf`	Bilevel Generative Learning for Low-Light Vision. ACM Multimedia Yingchi Liu, Zhu Liu, Long Ma, Jinyuan Liu, Xin Fan, Zhongxuan Luo, Risheng Liu
2023	J	`jnl`	Bilevel Generative Learning for Low-Light Vision. CoRR Yingchi Liu, Zhu Liu, Long Ma, Jinyuan Liu, Xin Fan, Zhongxuan Luo, Risheng Liu
2023	J	`jnl`	Enhancing Infrared Small Target Detection Robustness with Bi-Level Adversarial Framework. CoRR Zhu Liu, Zihang Chen, Jinyuan Liu, Long Ma, Xin Fan, Risheng Liu
2023	—	`conf`	Exploring a Distillation with Embedded Prompts for Object Detection in Adverse Environments. PRCV (10) Hao Fu, Long Ma, Jinyuan Liu, Xin Fan, Risheng Liu
2023	A*	`conf`	Fearless Luminance Adaptation: A Macro-Micro-Hierarchical Transformer for Exposure Correction. ACM Multimedia Gehui Li, Jinyuan Liu, Long Ma, Zhiying Jiang, Xin Fan, Risheng Liu
2023	J	`jnl`	Fearless Luminance Adaptation: A Macro-Micro-Hierarchical Transformer for Exposure Correction. CoRR Gehui Li, Jinyuan Liu, Long Ma, Zhiying Jiang, Xin Fan, Risheng Liu
2023	J	`jnl`	Hybrid-Supervised Dual-Search: Leveraging Automatic Learning for Loss-free Multi-Exposure Image Fusion. CoRR Guanyao Wu, Hongming Fu, Jinyuan Liu, Long Ma, Xin Fan, Risheng Liu
2023	J	`jnl`	Improving Misaligned Multi-modality Image Fusion with One-stage Progressive Dense Registration. CoRR Di Wang, Jinyuan Liu, Long Ma, Risheng Liu, Xin Fan
2023	J	`jnl`	Investigating intrinsic degradation factors by multi-branch aggregation for real-world underwater image enhancement. Pattern Recognit. Xinwei Xue, Zexuan Li, Long Ma, Qi Jia, Risheng Liu, Xin Fan
2023	J	`jnl`	Learning With Nested Scene Modeling and Cooperative Architecture Search for Low-Light Vision. IEEE Trans. Pattern Anal. Mach. Intell. Risheng Liu, Long Ma, Tengyu Ma, Xin Fan, Zhongxuan Luo
2023	J	`jnl`	Low-Light Image Enhancement via Self-Reinforced Retinex Projection Model. IEEE Trans. Multim. Long Ma, Risheng Liu, Yiyang Wang, Xin Fan, Zhongxuan Luo
2023	J	`jnl`	MonoTDP: Twin Depth Perception for Monocular 3D Object Detection in Adverse Scenes. CoRR Xingyuan Li, Jinyuan Liu, Yixin Lei, Long Ma, Xin Fan, Risheng Liu
2023	A*	`conf`	Multi-interactive Feature Learning and a Full-time Multi-modality Benchmark for Image Fusion and Segmentation. ICCV Jinyuan Liu, Zhu Liu, Guanyao Wu, Long Ma, Risheng Liu, Wei Zhong, Zhongxuan Luo, Xin Fan
2023	J	`jnl`	Multi-interactive Feature Learning and a Full-time Multi-modality Benchmark for Image Fusion and Segmentation. CoRR Jinyuan Liu, Zhu Liu, Guanyao Wu, Long Ma, Risheng Liu, Wei Zhong, Zhongxuan Luo, Xin Fan
2023	A*	`conf`	PAIF: Perception-Aware Infrared-Visible Image Fusion for Attack-Tolerant Semantic Segmentation. ACM Multimedia Zhu Liu, Jinyuan Liu, Benzhuang Zhang, Long Ma, Xin Fan, Risheng Liu
2023	J	`jnl`	PAIF: Perception-Aware Infrared-Visible Image Fusion for Attack-Tolerant Semantic Segmentation. CoRR Zhu Liu, Jinyuan Liu, Benzhuang Zhang, Long Ma, Xin Fan, Risheng Liu
2023	J	`jnl`	Trash to Treasure: Low-Light Object Detection via Decomposition-and-Aggregation. CoRR Xiaohan Cui, Long Ma, Tengyu Ma, Jinyuan Liu, Xin Fan, Risheng Liu
2022	J	`jnl`	Adjacent Slice Feature Guided 2.5D Network for Pulmonary Nodule Segmentation. CoRR Xinwei Xue, Gaoyu Wang, Long Ma, Qi Jia, Yi Wang
2022	A*	`conf`	Best of Both Worlds: See and Understand Clearly in the Dark. ACM Multimedia Xinwei Xue, Jia He, Long Ma, Yi Wang, Xin Fan, Risheng Liu
2022	A*	`conf`	Hierarchical Bilevel Learning with Architecture and Loss Search for Hadamard-based Image Restoration. IJCAI Guijing Zhu, Long Ma, Xin Fan, Risheng Liu
2022	J	`jnl`	Learning Deep Context-Sensitive Decomposition for Low-Light Image Enhancement. IEEE Trans. Neural Networks Learn. Syst. Long Ma, Risheng Liu, Jiaao Zhang, Xin Fan, Zhongxuan Luo
2022	Misc	`conf`	Learning to Fuse Heterogeneous Features for Low-Light Image Enhancement. ICASSP Zhenyu Tang, Long Ma, Xiaoke Shang, Xin Fan
2022	A*	`conf`	PIA: Parallel Architecture with Illumination Allocator for Joint Enhancement and Detection in Low-Light. ACM Multimedia Tengyu Ma, Long Ma, Xin Fan, Zhongxuan Luo, Risheng Liu
2022	J	`jnl`	Practical Exposure Correction: Great Truths Are Always Simple. CoRR Long Ma, Tianjiao Ma, Xinwei Xue, Xin Fan, Zhongxuan Luo, Risheng Liu
2022	A*	`conf`	Semantic-aware Texture-Structure Feature Collaboration for Underwater Image Enhancement. ICRA Di Wang, Long Ma, Risheng Liu, Xin Fan
2022	J	`jnl`	Semantic-aware Texture-Structure Feature Collaboration for Underwater Image Enhancement. CoRR Di Wang, Long Ma, Risheng Liu, Xin Fan
2022	J	`jnl`	Task-Oriented Convex Bilevel Optimization With Latent Feasibility. IEEE Trans. Image Process. Risheng Liu, Long Ma, Xiaoming Yuan, Shangzhi Zeng, Jin Zhang
2022	A*	`conf`	Toward Fast, Flexible, and Robust Low-Light Image Enhancement. CVPR Long Ma, Tengyu Ma, Risheng Liu, Xin Fan, Zhongxuan Luo
2022	J	`jnl`	Toward Fast, Flexible, and Robust Low-Light Image Enhancement. CoRR Long Ma, Tengyu Ma, Risheng Liu, Xin Fan, Zhongxuan Luo
2022	J	`jnl`	Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation. IEEE Trans. Neural Networks Learn. Syst. Risheng Liu, Long Ma, Yuxi Zhang, Xin Fan, Zhongxuan Luo
2022	—	`conf`	Video Deraining via Temporal Discrepancy Learning. PRCV (4) Yirui Fan, Long Ma, Risheng Liu
2021	J	`jnl`	A convergent framework with learnable feasibility for Hadamard-based image recovery. Comput. Vis. Image Underst. Yiyang Wang, Long Ma, Risheng Liu
2021	—	`conf`	Attention Guided Retinex Architecture Search for Robust Low-light Image Enhancement. CICAI Xiaoke Shang, Jingjie Shang, Long Ma, Shaomin Zhang, Nai Ding
2021	A*	`conf`	Bridging the Gap between Low-Light Scenes: Bilevel Learning for Fast Adaptation. ACM Multimedia Dian Jin, Long Ma, Risheng Liu, Xin Fan
2021	A	`conf`	Collaborative Reflectance-And-Illumination Learning For High-Efficient Low-Light Image Enhancement. ICME Guijing Zhu, Long Ma, Risheng Liu, Xin Fan, Zhongxuan Luo
2021	—	`conf`	Deep Multi-Illumination Fusion for Low-Light Image Enhancement. PRCV (3) Wei Zhong, Jie Lin, Long Ma, Risheng Liu, Xin Fan
2021	Misc	`conf`	GTA-Net: Gradual Temporal Aggregation Network for Fast Video Deraining. ICASSP Xinwei Xue, Xiangyu Meng, Long Ma, Risheng Liu, Xin Fan
2021	J	`jnl`	Joint Luminance and Chrominance Learning for Underwater Image Enhancement. IEEE Signal Process. Lett. Xinwei Xue, Zhenhua Hao, Long Ma, Yi Wang, Risheng Liu
2021	—	`conf`	Latency-Constrained Spatial-Temporal Aggregated Architecture Search for Video Deraining. PRCV (3) Zhu Liu, Long Ma, Risheng Liu, Xin Fan, Zhongxuan Luo, Yuduo Zhang
2021	J	`jnl`	Learning Deep Context-Sensitive Decomposition for Low-Light Image Enhancement. CoRR Long Ma, Risheng Liu, Jiaao Zhang, Xin Fan, Zhongxuan Luo
2021	J	`jnl`	Learning Hadamard-Product-Propagation for Image Dehazing and Beyond. IEEE Trans. Circuits Syst. Video Technol. Risheng Liu, Shiqi Li, Jinyuan Liu, Long Ma, Xin Fan, Zhongxuan Luo
2021	—	`conf`	Learning Multi-scale Underexposure Image Correction. CICAI Wei Zhong, Xiaodong Zhang, Long Ma, Risheng Liu, Xin Fan, Zhongxuan Luo
2021	J	`jnl`	Learning to Discover a Unified Architecture for Low-Level Vision. IEEE Signal Process. Lett. Zhu Liu, Long Ma, Risheng Liu, Xin Fan
2021	J	`jnl`	Learning with Nested Scene Modeling and Cooperative Architecture Search for Low-Light Vision. CoRR Risheng Liu, Long Ma, Tengyu Ma, Xin Fan, Zhongxuan Luo
2021	Misc	`conf`	NASA: A Noise-Adaptive and Structure-Aware Learning Framework for Image Deblurring. ICASSP Xiaokun Liu, Long Ma, Risheng Liu, Wei Zhong, Xin Fan, Zhongxuan Luo
2021	C	`conf`	Physics-inspired Learning for Structure-Aware Texture-Sensitive Underwater Image Enhancement. ACML Xinwei Xue, Zexuan Li, Long Ma, Risheng Liu, Xin Fan
2021	A*	`conf`	Retinex-Inspired Unrolling With Cooperative Prior Architecture Search for Low-Light Image Enhancement. CVPR Risheng Liu, Long Ma, Jiaao Zhang, Xin Fan, Zhongxuan Luo
2021	A	`conf`	Searching Frame-Recurrent Attentive Deformable Network for Real-Time Video Deraining. ICME Xinwei Xue, Xiangyu Meng, Long Ma, Yi Wang, Risheng Liu, Xin Fan
2021	—	`conf`	Semantic-Driven Context Aggregation Network for Underwater Image Enhancement. PRCV (3) Dongxiang Shi, Long Ma, Risheng Liu, Xin Fan, Zhongxuan Luo
2021	A	`conf`	Spatial-Temporal Integration Network with Self-Guidance for Robust Video Deraining. ICME Xiaokun Liu, Risheng Liu, Long Ma, Xin Fan, Zhongxuan Luo
2021	A	`conf`	Star-Net: Spatial-Temporal Attention Residual Network for Video Deraining. ICME Wei Zhong, Xuefeng Zhang, Long Ma, Risheng Liu, Xin Fan, Zhongxuan Luo
2021	Misc	`conf`	Temporal Rain Decomposition with Spatial Structure Guidance for Video Deraining. ICASSP Xinwei Xue, Ying Ding, Long Ma, Yi Wang, Risheng Liu, Xin Fan
2021	A	`conf`	Video Deraining Via Temporal Aggregation-and-Guidance. ICME Long Ma, Risheng Liu, Xuefeng Zhang, Wei Zhong, Xin Fan
2020	J	`jnl`	Joint Over and Under Exposures Correction by Aggregated Retinex Propagation for Image Enhancement. IEEE Signal Process. Lett. Long Ma, Dian Jin, Risheng Liu, Xin Fan, Zhongxuan Luo
2020	—	`conf`	Learning Multi-scale Retinex with Residual Network for Low-Light Image Enhancement. PRCV (1) Long Ma, Jie Lin, Jingjie Shang, Wei Zhong, Xin Fan, Zhongxuan Luo, Risheng Liu
2020	Misc	`conf`	Principle-Inspired Multi-Scale Aggregation Network for Extremely Low-Light Image Enhancement. ICASSP Jiaao Zhang, Risheng Liu, Long Ma, Wei Zhong, Xin Fan, Zhongxuan Luo
2020	J	`jnl`	Retinex-inspired Unrolling with Cooperative Prior Architecture Search for Low-light Image Enhancement. CoRR Risheng Liu, Long Ma, Jiaao Zhang, Xin Fan, Zhongxuan Luo
2020	Misc	`conf`	Sequential Deep Unrolling With Flow Priors For Robust Video Deraining. ICASSP Xinwei Xue, Ying Ding, Pan Mu, Long Ma, Risheng Liu, Xin Fan
2019	J	`jnl`	Bilevel Integrative Optimization for Ill-posed Inverse Problems. CoRR Risheng Liu, Long Ma, Xiaoming Yuan, Shangzhi Zeng, Jin Zhang
2019	J	`jnl`	Deep Proximal Unrolling: Algorithmic Framework, Convergence Analysis and Applications. IEEE Trans. Image Process. Risheng Liu, Shichao Cheng, Long Ma, Xin Fan, Zhongxuan Luo
2019	A	`conf`	Enhanced Residual Dense Intrinsic Network for Intrinsic Image Decomposition. ICME Risheng Liu, Cheng Yang, Long Ma, Miao Zhang, Xin Fan, Zhongxuan Luo
2019	J	`jnl`	Learning Converged Propagations With Deep Prior Ensemble for Image Enhancement. IEEE Trans. Image Process. Risheng Liu, Long Ma, Yiyang Wang, Lei Zhang
2019	A*	`conf`	Task Embedded Coordinate Update: A Realizable Framework for Multivariate Non-Convex Optimization. AAAI Yiyang Wang, Risheng Liu, Long Ma, Xiaoliang Song
2019	J	`jnl`	Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation. CoRR Risheng Liu, Long Ma, Yuxi Zhang, Xin Fan, Zhongxuan Luo
2018	A*	`conf`	A Bridging Framework for Model Optimization and Deep Propagation. NeurIPS Risheng Liu, Shichao Cheng, Xiaokun Liu, Long Ma, Xin Fan, Zhongxuan Luo
2018	Misc	`conf`	Deep Layer Prior Optimization for Single Image Rain Streaks Removal. ICASSP Risheng Liu, Zhiying Jiang, Long Ma, Xin Fan, Haojie Li, Zhongxuan Luo
2018	J	`jnl`	Learning Converged Propagations with Deep Prior Ensemble for Image Enhancement. CoRR Risheng Liu, Long Ma, Yiyang Wang, Lei Zhang
2018	—	`conf`	Prior-guided deep residual propagation for non-blind image deconvolution. ICIMCS Long Ma, Zhiying Jiang, Risheng Liu, Xin Fan
2018	Misc	`conf`	Robust Haze Removal Via Joint Deep Transmission and Scene Propagation. ICASSP Risheng Liu, Shiqi Li, Long Ma, Xin Fan, Haojie Li, Zhongxuan Luo
2018	J	`jnl`	Task Embedded Coordinate Update: A Realizable Framework for Multivariate Non-convex Optimization. CoRR Yiyang Wang, Risheng Liu, Long Ma, Xiaoliang Song
2018	—	`conf`	Unrolled Optimization with Deep Priors for Intrinsic Image Decomposition. BigMM Cheng Yang, Risheng Liu, Long Ma, Xin Fan, Haojie Li, Miao Zhang