Ma, Lei

36 publications

NeurIPS 2025 CarbonGlobe: A Global-Scale, Multi-Decade Dataset and Benchmark for Carbon Forecasting in Forest Ecosystems Zhihao Wang, Lei Ma, George Hurtt, Xiaowei Jia, Yanhua Li, Ruohan Li, Zhili Li, Shuo Xu, Yiqun Xie

AAAI 2025 CodeHalu: Investigating Code Hallucinations in LLMs via Execution-Based Verification Yuchen Tian, Weixiang Yan, Qian Yang, Xuandong Zhao, Qian Chen, Wen Wang, Ziyang Luo, Lei Ma, Dawn Song

NeurIPS 2025 DETree: DEtecting Human-AI Collaborative Texts via Tree-Structured Hierarchical Representation Learning Yongxin He, Shan Zhang, Yixuan Cao, Lei Ma, Ping Luo

NeurIPS 2025 DepthVanish: Optimizing Adversarial Interval Structures for Stereo-Depth-Invisible Patches Yun Xing, Yue Cao, Nhat Chung, Jie Zhang, Ivor Tsang, Ming-Ming Cheng, Yang Liu, Lei Ma, Qing Guo

ICLRW 2025 I-SHEEP: Self-Alignment of LLM from Scratch Through an Iterative Self-Enhancement Paradigm Yiming Liang, Xingwei Qu, Tianyu Zheng, Jiawei Guo, Xeron Du, Zhenzhu Yang, Jiaheng Liu, Chenghua Lin, Ge Zhang, Lei Ma, Stephen Huang, Jiajun Zhang

TMLR 2025 Improving Adversarial Training for Two-Player Competitive Games via Episodic Reward Engineering Siyuan Chen, Fuyuan Zhang, Zhuo Li, Xiongfei Wu, Jianlang Chen, Pengzhan Zhao, Lei Ma, Jianjun Zhao

AAAI 2025 Internal Activation Revision: Safeguarding Vision Language Models Without Parameter Update Qing Li, Jiahui Geng, Derui Zhu, Zongxiong Chen, Kun Song, Lei Ma, Fakhri Karray

ICML 2025 MindCustomer: Multi-Context Image Generation Blended with Brain Signal Muzhou Yu, Shuyun Lin, Lei Ma, Bo Lei, Kaisheng Ma

AAAI 2025 SpikeGS: Reconstruct 3D Scene Captured by a Fast-Moving Bio-Inspired Camera Yijia Guo, Liwen Hu, Yuanxi Bai, Jiawei Yao, Lei Ma, Tiejun Huang

NeurIPS 2025 TreeFinder: A US-Scale Benchmark Dataset for Individual Tree Mortality Monitoring Using High-Resolution Aerial Imagery Zhihao Wang, Cooper Li, Ruichen Wang, Lei Ma, George Hurtt, Xiaowei Jia, Gengchen Mai, Zhili Li, Yiqun Xie

CVPR 2024 Correspondence-Free Non-Rigid Point Set Registration Using Unsupervised Clustering Analysis Mingyang Zhao, Jingen Jiang, Lei Ma, Shiqing Xin, Gaofeng Meng, Dong-Ming Yan

CVPRW 2024 DSTCFuse: A Method Based on Dual-Cycled Cross-Awareness of Structure Tensor for Semantic Segmentation via Infrared and Visible Image Fusion Xuan Li, Rongfu Chen, Jie Wang, Lei Ma, Li Cheng, Haiwen Yuan

ECCV 2024 Domain Generalization of 3D Object Detection by Density-Resampling Shuangzhi Li, Lei Ma, Xingyu Li

ICLR 2024 LRR: Language-Driven Resamplable Continuous Representation Against Adversarial Tracking Attacks Jianlang Chen, Xuhong Ren, Qing Guo, Felix Juefei-Xu, Di Lin, Wei Feng, Lei Ma, Jianjun Zhao

NeurIPS 2024 Learning from Pattern Completion: Self-Supervised Controllable Generation Zhiqiang Chen, Guofan Fan, Jinying Gao, Lei Ma, Bo Lei, Tiejun Huang, Shan Yu

ECCV 2024 Learning to Robustly Reconstruct Dynamic Scenes from Low-Light Spike Streams Liwen Hu, Ziluo Ding, Mianzhi Liu, Lei Ma, Tiejun Huang

ICLR 2024 Neuron Activation Coverage: Rethinking Out-of-Distribution Detection and Generalization Yibing Liu, Chris XING Tian, Haoliang Li, Lei Ma, Shiqi Wang

CVPRW 2024 Pre-Trained Bidirectional Dynamic Memory Network for Long Video Question Answering Jinmeng Wu, Pengcheng Shu, Hanyu Hong, Lei Ma, Ying Zhu, Lei Wang

NeurIPS 2024 PrivAuditor: Benchmarking Data Protection Vulnerabilities in LLM Adaptation Techniques Derui Zhu, Dingfan Chen, Xiongfei Wu, Jiahui Geng, Zhuo Li, Jens Grossklags, Lei Ma

NeurIPS 2024 Retrospective for the Dynamic Sensorium Competition for Predicting Large-Scale Mouse Primary Visual Cortex Activity from Videos Polina Turishcheva, Paul G. Fahey, Michaela Vystrčilová, Laura Hansel, Rachel Froebe, Kayla Ponder, Yongrong Qiu, Konstantin F. Willeke, Mohammad Bashiri, Ruslan Baikulov, Yu Zhu, Lei Ma, Shan Yu, Tiejun Huang, Bryan M. Li, Wolf De Wulf, Nina Kudryashova, Matthias H. Hennig, Nathalie L. Rochefort, Arno Onken, Eric Wang, Zhiwei Ding, Andreas S. Tolias, Fabian H. Sinz, Alexander S. Ecker

AAAI 2023 DeepGemini: Verifying Dependency Fairness for Deep Neural Network Xuan Xie, Fuyuan Zhang, Xinwen Hu, Lei Ma

CVPR 2023 Evading DeepFake Detectors via Adversarial Statistical Consistency Yang Hou, Qing Guo, Yihao Huang, Xiaofei Xie, Lei Ma, Jianjun Zhao

NeurIPS 2023 Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias Zhongwei Wan, Che Liu, Mi Zhang, Jie Fu, Benyou Wang, Sibo Cheng, Lei Ma, César Quilodrán-Casas, Rossella Arcucci

ICLR 2023 Neural Episodic Control with State Abstraction Zhuo Li, Derui Zhu, Yujing Hu, Xiaofei Xie, Lei Ma, Yan Zheng, Yan Song, Yingfeng Chen, Jianjun Zhao

NeurIPS 2023 Unsupervised Optical Flow Estimation with Dynamic Timing Representation for Spike Camera Lujie Xia, Ziluo Ding, Rui Zhao, Jiyuan Zhang, Lei Ma, Zhaofei Yu, Tiejun Huang, Ruiqin Xiong

CVPR 2022 Optical Flow Estimation for Spiking Camera Liwen Hu, Rui Zhao, Ziluo Ding, Lei Ma, Boxin Shi, Ruiqin Xiong, Tiejun Huang

AAAI 2021 Decision-Guided Weighted Automata Extraction from Recurrent Neural Networks Xiyue Zhang, Xiaoning Du, Xiaofei Xie, Lei Ma, Yang Liu, Meng Sun

AAAI 2021 EfficientDeRain: Learning Pixel-Wise Dilation Filtering for High-Efficiency Single-Image Deraining Qing Guo, Jingyang Sun, Felix Juefei-Xu, Lei Ma, Xiaofei Xie, Wei Feng, Yang Liu, Jianjun Zhao

ICCV 2021 Learning to Adversarially Blur Visual Object Tracking Qing Guo, Ziyi Cheng, Felix Juefei-Xu, Lei Ma, Xiaofei Xie, Yang Liu, Jianjun Zhao

ICML 2021 RNNRepair: Automatic RNN Repair via Model-Based Analysis Xiaofei Xie, Wenbo Guo, Lei Ma, Wei Le, Jian Wang, Lingjun Zhou, Yang Liu, Xinyu Xing

IJCAI 2020 FakeSpotter: A Simple yet Robust Baseline for Spotting AI-Synthesized Fake Faces Run Wang, Felix Juefei-Xu, Lei Ma, Xiaofei Xie, Yihao Huang, Jian Wang, Yang Liu

AAAI 2020 Generating Adversarial Examples for Holding Robustness of Source Code Processing Models Huangzhao Zhang, Zhuo Li, Ge Li, Lei Ma, Yang Liu, Zhi Jin

ECCV 2020 SPARK: Spatial-Aware Online Incremental Attack Against Visual Tracking Qing Guo, Xiaofei Xie, Felix Juefei-Xu, Lei Ma, Zhongguo Li, Wanli Xue, Wei Feng, Yang Liu

AAAI 2020 Stealthy and Efficient Adversarial Attacks Against Deep Reinforcement Learning Jianwen Sun, Tianwei Zhang, Xiaofei Xie, Lei Ma, Yan Zheng, Kangjie Chen, Yang Liu

NeurIPS 2020 Watch Out! Motion Is Blurring the Vision of Your Deep Neural Networks Qing Guo, Felix Juefei-Xu, Xiaofei Xie, Lei Ma, Jian Wang, Bing Yu, Wei Feng, Yang Liu

IJCAI 2019 DiffChaser: Detecting Disagreements for Deep Neural Networks Xiaofei Xie, Lei Ma, Haijun Wang, Yuekang Li, Yang Liu, Xiaohong Li