Ma, Lin

99 publications

ICLR 2026 Breaking the SFT Plateau: Multimodal Structured Reinforcement Learning for Chart-to-Code Generation Lei Chen, Xuanle Zhao, Zhixiong Zeng, Jing Huang, Liming Zheng, Yufeng Zhong, Lin Ma

ICLR 2026 OmniActor: A Generalist GUI and Embodied Agent for 2D&3D Worlds Longrong Yang, Zhixiong Zeng, Yufeng Zhong, Huang Jing, Liming Zheng, Lei Chen, Haibo Qiu, Zequn Qin, Lin Ma, Xi Li

ICLR 2026 SPECS: Decoupling Multimodal Learning via Self-Distilled Preference-Based Cold Start Kun Chen, Peng Shi, Haibo Qiu, Zhixiong Zeng, Siqi Yang, Wenji Mao, Lin Ma

ICLR 2026 Scalable Training for Vector-Quantized Networks with 100% Codebook Utilization Yifan Chang, Jie Qin, Limeng Qiao, Xiaofeng Wang, Zheng Zhu, Lin Ma, Xingang Wang

AAAI 2025 Affordances-Oriented Planning Using Foundation Models for Continuous Vision-Language Navigation Jiaqi Chen, Bingqian Lin, Xinmin Liu, Lin Ma, Xiaodan Liang, Kwan-Yee K. Wong

ICLR 2025 CO-MOT: Boosting End-to-End Transformer-Based Multi-Object Tracking via Coopetition Label Assignment and Shadow Sets Feng Yan, Weixin Luo, Yujie Zhong, Yiyang Gan, Lin Ma

ICCV 2025 DisTime: Distribution-Based Time Representation for Video Large Language Models Yingsen Zeng, Zepeng Huang, Yujie Zhong, Chengjian Feng, Jie Hu, Lin Ma, Yang Liu

NeurIPS 2025 FlexVAR: Flexible Visual Autoregressive Modeling Without Residual Prediction Siyu Jiao, Gengwei Zhang, Yinlong Qian, Jiancheng Huang, Yao Zhao, Humphrey Shi, Lin Ma, Yunchao Wei, Zequn Jie

NeurIPS 2025 GUIDED: Granular Understanding via Identification, Detection, and Discrimination for Fine-Grained Open-Vocabulary Object Detection Jiaming Li, Zhijia Liang, Weikai Chen, Lin Ma, Guanbin Li

IJCAI 2025 Learning Dynamical Coupled Operator for High-Dimensional Black-Box Partial Differential Equations Yichi Wang, Tian Huang, Dandan Huang, Zhaohai Bai, Xuan Wang, Lin Ma, Haodi Zhang

IJCAI 2025 MCF-Spouse: A Multi-Label Causal Feature Selection Method with Optimal Spouses Discovery Lin Ma, Liang Hu, Qiang Huang, Pingting Hao, Juncheng Hu

WACV 2025 MLLM-Tool: A Multimodal Large Language Model for Tool Agent Learning Chenyu Wang, Weixin Luo, Sixun Dong, Xiaohua Xuan, Zhengxin Li, Lin Ma, Shenghua Gao

ICCV 2025 RoboTron-Drive: All-in-One Large Multimodal Model for Autonomous Driving Zhijian Huang, Chengjian Feng, Feng Yan, Baihui Xiao, Zequn Jie, Yujie Zhong, Xiaodan Liang, Lin Ma

ICCV 2025 RoboTron-Mani: All-in-One Multimodal Large Model for Robotic Manipulation Feng Yan, Fanfan Liu, Yiyang Huang, Zechao Guan, Liming Zheng, Yufeng Zhong, Chengjian Feng, Lin Ma

ICCV 2025 RoboTron-Nav: A Unified Framework for Embodied Navigation Integrating Perception, Planning, and Prediction Yufeng Zhong, Chengjian Feng, Feng Yan, Fanfan Liu, Liming Zheng, Lin Ma

ICCV 2025 RoboTron-Sim: Improving Real-World Driving via Simulated Hard-Case Baihui Xiao, Chengjian Feng, Zhijian Huang, Feng Yan, Yujie Zhong, Lin Ma

IJCAI 2025 SSPNet: Leveraging Robust Medication Recommendation with History and Knowledge Haodi Zhang, Jiawei Wen, Jiahong Li, Yuanfeng Song, Liang-Jie Zhang, Lin Ma

ICML 2025 TimeStacker: A Novel Framework with Multilevel Observation for Capturing Nonstationary Patterns in Time Series Forecasting Qinglong Liu, Cong Xu, Wenhao Jiang, Kaixuan Wang, Lin Ma, Haifeng Li

NeurIPS 2025 Towards Better & Faster Autoregressive Image Generation: From the Perspective of Entropy Xiaoxiao Ma, Feng Zhao, Pengyang Ling, Haibo Qiu, Zhixiang Wei, Hu Yu, Jie Huang, Zhixiong Zeng, Lin Ma

CVPR 2025 Towards Efficient Foundation Model for Zero-Shot Amodal Segmentation Zhaochen Liu, Limeng Qiao, Xiangxiang Chu, Lin Ma, Tingting Jiang

CVPRW 2025 UniToken: Harmonizing Multimodal Understanding and Generation Through Unified Visual Encoding Yang Jiao, Haibo Qiu, Zequn Jie, Shaoxiang Chen, Jingjing Chen, Lin Ma, Yu-Gang Jiang

NeurIPS 2025 VITRIX-CLIPIN: Enhancing Fine-Grained Visual Understanding in CLIP via Instruction-Editing Data and Long Captions Ziteng Wang, Siqi Yang, Limeng Qiao, Lin Ma

NeurIPS 2025 VITRIX-UniViTAR: Unified Vision Transformer with Native Resolution Limeng Qiao, Yiyang Gan, Bairui Wang, Jie Qin, Shuang Xu, Siqi Yang, Lin Ma

ECCV 2024 3D Weakly Supervised Semantic Segmentation with 2D Vision-Language Guidance Xiaoxu Xu, Yitian Yuan, Jinlong Li, Qiudan Zhang, Zequn Jie, Lin Ma, Hao Tang, Nicu Sebe, Xu Wang

CVPR 2024 AlignSAM: Aligning Segment Anything Model to Open Context via Reinforcement Learning Duojun Huang, Xinyu Xiong, Jie Ma, Jichang Li, Zequn Jie, Lin Ma, Guanbin Li

ICLR 2024 Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference Cost Yuan Gao, Weizhong Zhang, Wenhan Luo, Lin Ma, Jin-Gang Yu, Gui-Song Xia, Jiayi Ma

AAAI 2024 ColNeRF: Collaboration for Generalizable Sparse Input Neural Radiance Field Zhangkai Ni, Peiqi Yang, Wenhan Yang, Hanli Wang, Lin Ma, Sam Kwong

NeurIPS 2024 EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals Guagnyu Wang, Wenchao Liu, Yuhong He, Cong Xu, Lin Ma, Haifeng Li

CVPR 2024 InstaGen: Enhancing Object Detection by Training on Synthetic Dataset Chengjian Feng, Yujie Zhong, Zequn Jie, Weidi Xie, Lin Ma

AAAI 2024 Instance-Aware Multi-Camera 3D Object Detection with Structural Priors Mining and Self-Boosting Learning Yang Jiao, Zequn Jie, Shaoxiang Chen, Lechao Cheng, Jingjing Chen, Lin Ma, Yu-Gang Jiang

NeurIPS 2024 LESS: Label-Efficient and Single-Stage Referring 3D Segmentation Xuexun Liu, Xiaoxu Xu, Jinlong Li, Qiudan Zhang, Xu Wang, Nicu Sebe, Lin Ma

NeurIPS 2024 Lumen: Unleashing Versatile Vision-Centric Capabilities of Large Multimodal Models Yang Jiao, Shaoxiang Chen, Zequn Jie, Jingjing Chen, Lin Ma, Yu-Gang Jiang

ECCV 2024 Making Large Language Models Better Planners with Reasoning-Decision Alignment Zhijian Huang, Tao Tang, Shaoxiang Chen, Sihao Lin, Zequn Jie, Lin Ma, Guangrun Wang, Xiaodan Liang

CVPR 2024 Misalignment-Robust Frequency Distribution Loss for Image Transformation Zhangkai Ni, Juncheng Wu, Zian Wang, Wenhan Yang, Hanli Wang, Lin Ma

NeurIPS 2024 Splatter a Video: Video Gaussian Representation for Versatile Processing Yang-Tian Sun, Yi-Hua Huang, Lin Ma, Xiaoyang Lyu, Yan-Pei Cao, Xiaojuan Qi

ECCV 2024 UniMD: Towards Unifying Moment Retrieval and Temporal Action Detection Yingsen Zeng, Yujie Zhong, Chengjian Feng, Lin Ma

CVPR 2023 Adaptive Sparse Pairwise Loss for Object Re-Identification Xiao Zhou, Yujie Zhong, Zhen Cheng, Fan Liang, Lin Ma

CVPR 2023 AeDet: Azimuth-Invariant Multi-View 3D Object Detection Chengjian Feng, Zequn Jie, Yujie Zhong, Xiangxiang Chu, Lin Ma

AAAI 2023 Curriculum Multi-Negative Augmentation for Debiased Video Grounding Xiaohan Lan, Yitian Yuan, Hong Chen, Xin Wang, Zequn Jie, Lin Ma, Zhi Wang, Wenwu Zhu

ICCV 2023 E2E-LOAD: End-to-End Long-Form Online Action Detection Shuqiang Cao, Weixin Luo, Bairui Wang, Wei Zhang, Lin Ma

CVPR 2023 MSMDFusion: Fusing LiDAR and Camera at Multiple Scales with Multi-Depth Seeds for 3D Object Detection Yang Jiao, Zequn Jie, Shaoxiang Chen, Jingjing Chen, Lin Ma, Yu-Gang Jiang

CVPRW 2023 Multi View Action Recognition for Distracted Driver Behavior Localization Wei Zhou, Yinlong Qian, Zequn Jie, Lin Ma

ICCV 2023 Open-Vocabulary Semantic Segmentation with Decoupled One-Pass Network Cong Han, Yujie Zhong, Dengjie Li, Kai Han, Lin Ma

NeurIPS 2023 Punctuation-Level Attack: Single-Shot and Single Punctuation Can Fool Text Models Wenqiang Wang, Chongyang Du, Tao Wang, Kaihao Zhang, Wenhan Luo, Lin Ma, Wei Liu, Xiaochun Cao

ICCV 2023 Tri-MipRF: Tri-Mip Representation for Efficient Anti-Aliasing Neural Radiance Fields Wenbo Hu, Yuling Wang, Lin Ma, Bangbang Yang, Lin Gao, Xiao Liu, Yuewen Ma

CVPR 2023 TriDet: Temporal Action Detection with Relative Boundary Modeling Dingfeng Shi, Yujie Zhong, Qiong Cao, Lin Ma, Jia Li, Dacheng Tao

NeurIPS 2022 Expansion and Shrinkage of Localization for Weakly-Supervised Semantic Segmentation Jinlong Li, Zequn Jie, Xu Wang, Xiaolin Wei, Lin Ma

AAAI 2022 Explore Inter-Contrast Between Videos via Composition for Weakly Supervised Temporal Sentence Grounding Jiaming Chen, Weixin Luo, Wei Zhang, Lin Ma

ECCV 2022 MORE: Multi-Order RElation Mining for Dense Captioning in 3D Scenes Yang Jiao, Shaoxiang Chen, Zequn Jie, Jingjing Chen, Lin Ma, Yu-Gang Jiang

ECCV 2022 PromptDet: Towards Open-Vocabulary Detection Using Uncurated Images Chengjian Feng, Yujie Zhong, Zequn Jie, Xiangxiang Chu, Haibing Ren, Xiaolin Wei, Weidi Xie, Lin Ma

ECCV 2022 ReAct: Temporal Action Detection with Relational Queries Dingfeng Shi, Yujie Zhong, Qiong Cao, Jing Zhang, Lin Ma, Jia Li, Dacheng Tao

AAAI 2022 Visual Consensus Modeling for Video-Text Retrieval Shuqiang Cao, Bairui Wang, Wei Zhang, Lin Ma

CVPR 2021 Relation-Aware Instance Refinement for Weakly Supervised Visual Grounding Yongfei Liu, Bo Wan, Lin Ma, Xuming He

AAAI 2021 Similarity Reasoning and Filtration for Image-Text Matching Haiwen Diao, Ying Zhang, Lin Ma, Huchuan Lu

ECCV 2020 Beyond Monocular Deraining: Stereo Image Deraining via Semantic Understanding Kaihao Zhang, Wenhan Luo, Wenqi Ren, Jingwen Wang Fang Zhao, Lin Ma, Hongdong Li

ECCV 2020 Consensus-Aware Visual-Semantic Embedding for Image-Text Matching Haoran Wang, Ying Zhang, Zhong Ji, Yanwei Pang, Lin Ma

ECCV 2020 Context-Gated Convolution Xudong Lin, Lin Ma, Wei Liu, Shih-Fu Chang

CVPR 2020 Cops-Ref: A New Dataset and Task on Compositional Referring Expression Comprehension Zhenfang Chen, Peng Wang, Lin Ma, Kwan-Yee K. Wong, Qi Wu

CVPR 2020 Deblurring by Realistic Blurring Kaihao Zhang, Wenhan Luo, Yiran Zhong, Lin Ma, Bjorn Stenger, Wei Liu, Hongdong Li

AAAI 2020 Feature Deformation Meta-Networks in Image Captioning of Novel Objects Tingjia Cao, Ke Han, Xiaomei Wang, Lin Ma, Yanwei Fu, Yu-Gang Jiang, Xiangyang Xue

CVPR 2020 Fine-Grained Image-to-Image Transformation Towards Visual Recognition Wei Xiong, Yutong He, Yixuan Zhang, Wenhan Luo, Lin Ma, Jiebo Luo

AAAI 2020 Recurrent Nested Model for Sequence Generation Wenhao Jiang, Lin Ma, Wei Lu

AAAI 2020 Temporally Grounding Language Queries in Videos by Contextual Boundary-Aware Prediction Jingwen Wang, Lin Ma, Wenhao Jiang

ICCV 2019 Controllable Video Captioning with POS Sequence Guidance Based on Gated Fusion Network Bairui Wang, Lin Ma, Wei Zhang, Wenhao Jiang, Jingwen Wang, Wei Liu

AAAI 2019 Cousin Network Guided Sketch Recognition via Latent Attribute Warehouse Kaihao Zhang, Wenhan Luo, Lin Ma, Hongdong Li

NeurIPS 2019 Exploiting Local and Global Structure for Point Cloud Semantic Segmentation with Contextual Point Representations Xu Wang, Jingming He, Lin Ma

IJCAI 2019 Hallucinating Optical Flow Features for Video Classification Yongyi Tang, Lin Ma, Lianqiang Zhou

AAAI 2019 Hierarchical Photo-Scene Encoder for Album Storytelling Bairui Wang, Lin Ma, Wei Zhang, Wenhao Jiang, Feng Zhang

CVPR 2019 Image Deformation Meta-Networks for One-Shot Learning Zitian Chen, Yanwei Fu, Yu-Xiong Wang, Lin Ma, Wei Liu, Martial Hebert

CVPR 2019 Learning Joint Gait Representation via Quintuplet Loss Minimization Kaihao Zhang, Wenhan Luo, Lin Ma, Wei Liu, Hongdong Li

ICCV 2019 Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis Wen Liu, Zhixin Piao, Jie Min, Wenhan Luo, Lin Ma, Shenghua Gao

AAAI 2019 Localizing Natural Language in Videos Jingyuan Chen, Lin Ma, Xinpeng Chen, Zequn Jie, Jiebo Luo

CVPR 2019 Multi-Granularity Generator for Temporal Action Proposal Yuan Liu, Lin Ma, Yifeng Zhang, Wei Liu, Shih-Fu Chang

IJCAI 2019 Position Focused Attention Network for Image-Text Matching Yaxiong Wang, Hao Yang, Xueming Qian, Lin Ma, Jing Lu, Biao Li, Xin Fan

NeurIPS 2019 Semantic Conditioned Dynamic Modulation for Temporal Sentence Grounding in Videos Yitian Yuan, Lin Ma, Jingwen Wang, Wei Liu, Wenwu Zhu

CVPR 2019 Spatio-Temporal Video Re-Localization by Warp LSTM Yang Feng, Lin Ma, Wei Liu, Jiebo Luo

CVPR 2019 Unsupervised Image Captioning Yang Feng, Lin Ma, Wei Liu, Jiebo Luo

CVPR 2018 Bidirectional Attentive Fusion with Context Gating for Dense Video Captioning Jingwen Wang, Wenhao Jiang, Lin Ma, Wei Liu, Yong Xu

NeurIPS 2018 Deep Non-Blind Deconvolution via Generalized Low-Rank Approximation Wenqi Ren, Jiawei Zhang, Lin Ma, Jinshan Pan, Xiaochun Cao, Wangmeng Zuo, Wei Liu, Ming-Hsuan Yang

CVPR 2018 Gated Fusion Network for Single Image Dehazing Wenqi Ren, Lin Ma, Jiawei Zhang, Jinshan Pan, Xiaochun Cao, Wei Liu, Ming-Hsuan Yang

IJCAI 2018 Image-Level to Pixel-Wise Labeling: From Theory to Practice Tiezhu Sun, Wei Zhang, Zhijie Wang, Lin Ma, Zequn Jie

CVPR 2018 Learning to Generate Time-Lapse Videos Using Multi-Stage Dynamic Generative Adversarial Networks Wei Xiong, Wenhan Luo, Lin Ma, Wei Liu, Jiebo Luo

AAAI 2018 Learning to Guide Decoding for Image Captioning Wenhao Jiang, Lin Ma, Xinpeng Chen, Hanwang Zhang, Wei Liu

IJCAI 2018 Long-Term Human Motion Prediction by Modeling Motion Context and Enhancing Motion Dynamics Yongyi Tang, Lin Ma, Wei Liu, Wei-Shi Zheng

ECCV 2018 Neural Stereoscopic Image Style Transfer Xinyu Gong, Haozhi Huang, Lin Ma, Fumin Shen, Wei Liu, Tong Zhang

ECCVW 2018 Non-Local NetVLAD Encoding for Video Classification Yongyi Tang, Xing Zhang, Jingwen Wang, Shaoxiang Chen, Lin Ma, Yu-Gang Jiang

NeurIPS 2018 Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning Xing Yan, Weizhong Zhang, Lin Ma, Wei Liu, Qi Wu

CVPR 2018 Reconstruction Network for Video Captioning Bairui Wang, Lin Ma, Wei Zhang, Wei Liu

ECCV 2018 Recurrent Fusion Network for Image Captioning Wenhao Jiang, Lin Ma, Yu-Gang Jiang, Wei Liu, Tong Zhang

CVPR 2018 Regularizing RNNs for Caption Generation by Reconstructing the past with the Present Xinpeng Chen, Lin Ma, Wenhao Jiang, Jian Yao, Wei Liu

ICML 2018 Safe Element Screening for Submodular Function Minimization Weizhong Zhang, Bin Hong, Lin Ma, Wei Liu, Tong Zhang

ECCV 2018 Unsupervised Image-to-Image Translation with Stacked Cycle-Consistent Adversarial Networks Minjun Li, Haozhi Huang, Lin Ma, Wei Liu, Tong Zhang, Yugang Jiang

ECCV 2018 Video Re-Localization Yang Feng, Lin Ma, Wei Liu, Tong Zhang, Jiebo Luo

ECCVW 2018 VisDrone-DET2018: The Vision Meets Drone Object Detection in Image Challenge Results Pengfei Zhu, Longyin Wen, Dawei Du, Xiao Bian, Haibin Ling, Qinghua Hu, Qinqin Nie, Hao Cheng, Chenfeng Liu, Xiaoyu Liu, Wenya Ma, Haotian Wu, Lianjie Wang, Arne Schumann, Chase Brown, Qian Chen, Chengzheng Li, Dongdong Li, Emmanouil Michail, Fan Zhang, Feng Ni, Feng Zhu, Guanghui Wang, Haipeng Zhang, Han Deng, Hao Liu, Haoran Wang, Heqian Qiu, Honggang Qi, Honghui Shi, Hongliang Li, Hongyu Xu, Hu Lin, Ioannis Kompatsiaris, Jian Cheng, Jianqiang Wang, Jianxiu Yang, Jingkai Zhou, Juanping Zhao, K. J. Joseph, Kaiwen Duan, Karthik Suresh, Bo Ke, Ke Wang, Konstantinos Avgerinakis, Lars Wilko Sommer, Lei Zhang, Li Yang, Lin Cheng, Lin Ma, Liyu Lu, Lu Ding, Minyu Huang, Naveen Kumar Vedurupaka, Nehal Mamgain, Nitin Bansal, Oliver Acatay, Panagiotis Giannakeris, Qian Wang, Qijie Zhao, Qingming Huang, Qiong Liu, Qishang Cheng, Qiuchen Sun, Robert Laganière, Sheng Jiang, Shengjin Wang, Shubo Wei, Siwei Wang, Stefanos Vrochidis, Sujuan Wang, Tiaojio Lee, Usman Sajid, Vineeth N. Balasubramanian, Wei Li, Wei Zhang, Weikun Wu, Wenchi Ma, Wenrui He, Wenzhe Yang, Xiaoyu Chen, Xin Sun, Xinbin Luo, Xintao Lian, Xiufang Li, Yangliu Kuai, Yali Li, Yi Luo, Yifan Zhang, Yiling Liu, Ying Li, Yong Wang, Yongtao Wang, Yuanwei Wu, Yue Fan, Yunchao Wei, Yuqin Zhang, Zexin Wang, Zhangyang Wang, Zhaoyue Xia, Zhen Cui, Zhenwei He, Zhipeng Deng, Zhiyao Guo, Zichen Song

CVPR 2017 Real-Time Neural Style Transfer for Videos Haozhi Huang, Hao Wang, Wenhan Luo, Lin Ma, Wenhao Jiang, Xiaolong Zhu, Zhifeng Li, Wei Liu

AAAI 2016 Learning to Answer Questions from Image Using Convolutional Neural Network Lin Ma, Zhengdong Lu, Hang Li

ICCV 2015 Local Subspace Collaborative Tracking Lin Ma, Xiaoqin Zhang, Weiming Hu, Junliang Xing, Jiwen Lu, Jie Zhou

ICCV 2015 Multimodal Convolutional Neural Networks for Matching Image and Sentence Lin Ma, Zhengdong Lu, Lifeng Shang, Hang Li

ICCV 2015 Multiple Feature Fusion via Weighted Entropy for Visual Tracking Lin Ma, Jiwen Lu, Jianjiang Feng, Jie Zhou