Ma, Long

31 publications

ICML 2025 Behavior-Agnostic Task Inference for Robust Offline In-Context Reinforcement Learning Long Ma, Fangwei Zhong, Yizhou Wang

CVPR 2025 CoA: Towards Real Image Dehazing via Compression-and-Adaptation Long Ma, Yuxin Feng, Yan Zhang, Jinyuan Liu, Weimin Wang, Guang-Yong Chen, Chengpei Xu, Zhuo Su

CVPR 2025 DCEvo: Discriminative Cross-Dimensional Evolutionary Learning for Infrared and Visible Image Fusion Jinyuan Liu, Bowei Zhang, Qingyun Mei, Xingyuan Li, Yang Zou, Zhiying Jiang, Long Ma, Risheng Liu, Xin Fan

CVPR 2025 DEAL: Data-Efficient Adversarial Learning for High-Quality Infrared Imaging Zhu Liu, Zijun Wang, Jinyuan Liu, Fanqi Meng, Long Ma, Risheng Liu

CVPR 2025 DifIISR: A Diffusion Model with Gradient Guidance for Infrared Image Super-Resolution Xingyuan Li, Zirui Wang, Yang Zou, Zhixin Chen, Jun Ma, Zhiying Jiang, Long Ma, Jinyuan Liu

AAAI 2025 EchoDiffusion: Waveform Conditioned Diffusion Models for Echo-Based Depth Estimation Wenjie Zhang, Jun Yin, Long Ma, Peng Yu, Xiaoheng Jiang, Zhen Tian, Mingliang Xu

NeurIPS 2025 Enhancing Infrared Vision: Progressive Prompt Fusion Network and Benchmark Jinyuan Liu, Zihang Chen, Zhu Liu, Zhiying Jiang, Long Ma, Xin Fan, Risheng Liu

ICML 2025 Freeze-Omni: A Smart and Low Latency Speech-to-Speech Dialogue Model with Frozen LLM Xiong Wang, Yangze Li, Chaoyou Fu, Yike Zhang, Yunhang Shen, Lei Xie, Ke Li, Xing Sun, Long Ma

NeurIPS 2025 From Specificity to Generality: Revisiting Generalizable Artifacts in Detecting Face Deepfakes Long Ma, Zhiyuan Yan, Jin Xu, Yize Chen, Qinglang Guo, Zhen Bi, Yong Liao, Hui Lin

CVPR 2025 PCDreamer: Point Cloud Completion Through Multi-View Diffusion Priors Guangshun Wei, Yuan Feng, Long Ma, Chen Wang, Yuanfeng Zhou, Changjian Li

NeurIPS 2025 Reinforced Context Order Recovery for Adaptive Reasoning and Planning Long Ma, Fangwei Zhong, Yizhou Wang

CVPR 2025 Rethinking Reconstruction and Denoising in the Dark: New Perspective, General Architecture and Beyond Tengyu Ma, Long Ma, Ziye Li, Yuetong Wang, Jinyuan Liu, Chengpei Xu, Risheng Liu

ICLR 2025 Simulating Human-like Daily Activities with Desire-Driven Autonomy Yiding Wang, Yuxuan Chen, Fangwei Zhong, Long Ma, Yizhou Wang

NeurIPS 2025 Social World Model-Augmented Mechanism Design Policy Learning Xiaoyuan Zhang, Yizhe Huang, Chengdong Ma, Zhixun Chen, Long Ma, Yali Du, Song-Chun Zhu, Yaodong Yang, Xue Feng

IJCAI 2025 TextMEF: Text-Guided Prompt Learning for Multi-Exposure Image Fusion Jinyuan Liu, Qianjun Huang, Guanyao Wu, Di Wang, Zhiying Jiang, Long Ma, Risheng Liu, Xin Fan

NeurIPS 2025 VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction Chaoyou Fu, Haojia Lin, Xiong Wang, YiFan Zhang, Yunhang Shen, Xiaoyu Liu, Haoyu Cao, Zuwei Long, Heting Gao, Ke Li, Long Ma, Xiawu Zheng, Rongrong Ji, Xing Sun, Caifeng Shan, Ran He

ECCV 2024 3D-GOI: 3D GAN Omni-Inversion for Multifaceted and Multi-Object Editing Haoran Li, Long Ma, Haolin Shi, Yanbin Hao, Yong Liao, Lechao Cheng, Peng Yuan Zhou

ECCV 2024 Contourlet Residual for Prompt Learning Enhanced Infrared Image Super-Resolution Xingyuan Li, Jinyuan Liu, Zhixin Chen, Yang Zou, Long Ma, Xin Fan, Risheng Liu

ICML 2024 Fast Peer Adaptation with Context-Aware Exploration Long Ma, Yuanfei Wang, Fangwei Zhong, Song-Chun Zhu, Yizhou Wang

AAAI 2024 Hybrid-Supervised Dual-Search: Leveraging Automatic Learning for Loss-Free Multi-Exposure Image Fusion Guanyao Wu, Hongming Fu, Jinyuan Liu, Long Ma, Xin Fan, Risheng Liu

AAAI 2024 Trash to Treasure: Low-Light Object Detection via Decomposition-and-Aggregation Xiaohan Cui, Long Ma, Tengyu Ma, Jinyuan Liu, Xin Fan, Risheng Liu

IJCAI 2024 Where Elegance Meets Precision: Towards a Compact, Automatic, and Flexible Framework for Multi-Modality Image Fusion and Applications Jinyuan Liu, Guanyao Wu, Zhu Liu, Long Ma, Risheng Liu, Xin Fan

IJCAI 2023 Bi-Level Dynamic Learning for Jointly Multi-Modality Image Fusion and Beyond Zhu Liu, Jinyuan Liu, Guanyao Wu, Long Ma, Xin Fan, Risheng Liu

ICCV 2023 Multi-Interactive Feature Learning and a Full-Time Multi-Modality Benchmark for Image Fusion and Segmentation Jinyuan Liu, Zhu Liu, Guanyao Wu, Long Ma, Risheng Liu, Wei Zhong, Zhongxuan Luo, Xin Fan

IJCAI 2022 Hierarchical Bilevel Learning with Architecture and Loss Search for Hadamard-Based Image Restoration Guijing Zhu, Long Ma, Xin Fan, Risheng Liu

CVPR 2022 Toward Fast, Flexible, and Robust Low-Light Image Enhancement Long Ma, Tengyu Ma, Risheng Liu, Xin Fan, Zhongxuan Luo

ACML 2021 Physics-Inspired Learning for Structure-Aware Texture-Sensitive Underwater Image Enhancement Xinwei Xue, Zexuan Li, Long Ma, Risheng Liu, Xin Fan

CVPR 2021 Retinex-Inspired Unrolling with Cooperative Prior Architecture Search for Low-Light Image Enhancement Risheng Liu, Long Ma, Jiaao Zhang, Xin Fan, Zhongxuan Luo

AAAI 2019 Task Embedded Coordinate Update: A Realizable Framework for Multivariate Non-Convex Optimization Yiyang Wang, Risheng Liu, Long Ma, Xiaoliang Song

NeurIPS 2018 A Bridging Framework for Model Optimization and Deep Propagation Risheng Liu, Shichao Cheng, Xiaokun Liu, Long Ma, Xin Fan, Zhongxuan Luo

CVPR 2012 Sparse Representation for Face Recognition Based on Discriminative Low-Rank Dictionary Learning Long Ma, Chunheng Wang, Baihua Xiao, Wen Zhou