| 2026 | AAAI | Splats in Splats: Robust and Effective 3D Steganography Towards Gaussian Splatting. | Yijia Guo, Wenkai Huang, Yang Li, Gaolei Li, Hang Zhang, Liwen Hu, Jianhua Li, Tiejun Huang, Lei Ma |
| 2026 | AAAI | Can Protective Watermarking Safeguard the Copyright of 3D Gaussian Splatting? | Wenkai Huang, Yijia Guo, Gaolei Li, Lei Ma, Hang Zhang, Liwen Hu, Jiazheng Wang, Jianhua Li, Tiejun Huang |
| 2026 | AAAI | From Dataset to Real-world: General 3D Object Detection via Generalized Cross-domain Few-shot Learning. | Shuangzhi Li, Junlong Shen, Lei Ma, Xingyu Li |
| 2026 | AAAI | EcoDiffusion: Uncertainty-Aware Emulation of Ecosystem Processes with Conditional Diffusion for Long Sequences with Single-Step Initialization. | Ruohan Li, Zhihao Wang, Xiaowei Jia, Gengchen Mai, Lei Ma, George C. Hurtt, Quan Shen, Zhili Li, Yiqun Xie |
| 2026 | AAAI | MAGIC: Mastering Physical Adversarial Generation in Context Through Collaborative LLM Agents. | Yun Xing, Nhat Chung, Jie Zhang, Yue Cao, Ivor W. Tsang, Yang Liu, Lei Ma, Qing Guo |
| 2026 | ACL | S2ST-Omni: Hierarchical Language-Aware SpeechLLM Adaptation for Multilingual Speech-to-Speech Translation. | Yu Pan, Xiongfei Wu, Yuguang Yang, Jixun Yao, Maxime Cordy, Lei Ma, Jianjun Zhao |
| 2026 | ICDE | Krone: Hierarchical and Modular Log Anomaly Detection. | Lei Ma, Jinyang Liu, Tieying Zhang, Peter M. VanNostrand, Dennis M. Hofmann, Lei Cao, Elke A. Rundensteiner, Jianjun Chen |
| 2026 | SENSYS | EMPalm: Exfiltrating Palm Biometric Data via Electromagnetic Side-Channel. | Haowen Xu, Tianya Zhao, Xuyu Wang, Lei Ma, Jun Dai, Alexander M. Wyglinski, Xiaoyan Sun |
| 2025 | AAAI | SpikeGS: Reconstruct 3D Scene Captured by a Fast-Moving Bio-Inspired Camera. | Yijia Guo, Liwen Hu, Yuanxi Bai, Jiawei Yao, Lei Ma, Tiejun Huang |
| 2025 | AAAI | Internal Activation Revision: Safeguarding Vision Language Models Without Parameter Update. | Qing Li, Jiahui Geng, Derui Zhu, Zongxiong Chen, Kun Song, Lei Ma, Fakhri Karray |
| 2025 | AAAI | 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 |
| 2025 | ACL | Takin-VC: Expressive Zero-Shot Voice Conversion via Adaptive Hybrid Content Encoding and Enhanced Timbre Modeling. | Yuguang Yang, Yu Pan, Jixun Yao, Xiang Zhang, Jianhao Ye, Hongbin Zhou, Lei Xie, Lei Ma, Jianjun Zhao |
| 2025 | EMNLP | MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation. | Weihao Xuan, Rui Yang, Heli Qi, Qingcheng Zeng, Yunze Xiao, Aosong Feng, Dairui Liu, Yun Xing, Junjue Wang, Fan Gao, Jinghui Lu, Yuang Jiang, Huitao Li, Xin Li, Kunyu Yu, Ruihai Dong, Shangding Gu, Yuekang Li, Xiaofei Xie, Felix Juefei-Xu, Foutse Khomh, Osamu Yoshie, Qingyu Chen, Douglas Teodoro, Nan Liu, Randy Goebel, Lei Ma, Edison Marrese-Taylor, Shijian Lu, Yusuke Iwasawa, Yutaka Matsuo, Irene Li |
| 2025 | ICASSP | DUNE: Sim2Real Transfer for Depth-based Navigation in Unstructured Dynamic Indoor Environments. | Chaoyi Xu, Wen Liu, Jilong Wang, Lei Ma, Fan Yin, Zhongliang Deng |
| 2025 | ICCV | T3D: Advancing 3D Medical Vision-Language Pre-Training by Learning Multi-View Visual Consistency. | Che Liu, Cheng Ouyang, Yinda Chen, Csar Quilodrn Casas, Lei Ma, Jie Fu, Yike Guo, Anand Shah, Wenjia Bai, Rossella Arcucci |
| 2025 | ICML | MindCustomer: Multi-Context Image Generation Blended with Brain Signal. | Muzhou Yu, Shuyun Lin, Lei Ma, Bo Lei, Kaisheng Ma |
| 2025 | ICONIP | FaRMamba: Frequency-Based Learning and Reconstruction Aided Mamba for Medical Segmentation. | Ze Rong, Ziyue Zhao, Zhaoxin Wang, Lei Ma |
| 2025 | Interspeech | ClapFM-EVC: High-Fidelity and Flexible Emotional Voice Conversion with Dual Control from Natural Language and Speech. | Yu Pan, Yanni Hu, Yuguang Yang, Jixun Yao, Jianhao Ye, Hongbin Zhou, Lei Ma, Jianjun Zhao |
| 2025 | ICSE | Are LLMs Correctly Integrated into Software Systems? | Yuchen Shao, Yuheng Huang, Jiawei Shen, Lei Ma, Ting Su, Chengcheng Wan |
| 2025 | ICSE | Towards Understanding the Characteristics of Code Generation Errors Made by Large Language Models. | Zhijie Wang, Zijie Zhou, Da Song, Yuheng Huang, Shengmai Chen, Lei Ma, Tianyi Zhang |
| 2025 | ISSTA | Large Language Model Supply Chain: Open Problems From the Security Perspective. | Qiang Hu, Xiaofei Xie, Sen Chen, Lili Quan, Lei Ma |
| 2025 | MICCAI | 3D Dynamic Prediction of Missing Teeth in Diverse Patterns via Centroid-Prompted Diffusion Model. | Zongrui Ji, Na Li, Peng Xue, Yi Dong, Lei Ma |
| 2025 | MICCAI | A Boundary-Aware Cold-Diffusion Model for Electron Microscopy Segmentation. | Muge Qi, Ruohua Shi, Yu Cai, Liuyuan He, Wenyao Wang, Lei Ma |
| 2025 | MICCAI | VisNet: A Human Visual System Inspired Lightweight Dual-Path Network for Medical Images DenoisingYue, HailinKuang, HulinMa, LeiLiu, JinLi, JunjianCheng, JianhongWang, Jianxin. | Hailin Yue, Hulin Kuang, Lei Ma, Jin Liu, Junjian Li, Jianhong Cheng, Jianxin Wang |
| 2025 | NAACL | Multilingual Blending: Large Language Model Safety Alignment Evaluation with Language Mixture. | Jiayang Song, Yuheng Huang, Zhehua Zhou, Lei Ma |
| 2025 | NAACL | TESTEVAL: Benchmarking Large Language Models for Test Case Generation. | Wenhan Wang, Chenyuan Yang, Zhijie Wang, Yuheng Huang, Zhaoyang Chu, Da Song, Lingming Zhang, An Ran Chen, Lei Ma |
| 2024 | ACL | CIF-Bench: A Chinese Instruction-Following Benchmark for Evaluating the Generalizability of Large Language Models. | Yizhi Li, Ge Zhang, Xingwei Qu, Jiali Li, Zhaoqun Li, Noah Wang, Hao Li, Ruibin Yuan, Yinghao Ma, Kai Zhang, Wangchunshu Zhou, Yiming Liang, Lei Zhang, Lei Ma, Jiajun Zhang, Zuowen Li, Wenhao Huang, Chenghua Lin, Jie Fu |
| 2024 | CHI | PromptCharm: Text-to-Image Generation through Multi-modal Prompting and Refinement. | Zhijie Wang, Yuheng Huang, Da Song, Lei Ma, Tianyi Zhang |
| 2024 | CVPR | 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 |
| 2024 | CVPR | Pre-trained Bidirectional Dynamic Memory Network For Long Video Question Answering. | Jinmeng Wu, Pengcheng Shu, Hanyu Hong, Lei Ma, Ying Zhu, Lei Wang |
| 2024 | CVPR | Correspondence-Free Non-Rigid Point Set Registration Using Unsupervised Clustering Analysis. | Mingyang Zhao, Jingen Jiang, Lei Ma, Shiqing Xin, Gaofeng Meng, Dong-Ming Yan |
| 2024 | ECCV | Learning to Robustly Reconstruct Dynamic Scenes from Low-Light Spike Streams. | Liwen Hu, Ziluo Ding, Mianzhi Liu, Lei Ma, Tie-Jun Huang |
| 2024 | ECCV | Domain Generalization of 3D Object Detection by Density-Resampling. | Shuangzhi Li, Lei Ma, Xingyu Li |
| 2024 | ICASSP | GEmo-CLAP: Gender-Attribute-Enhanced Contrastive Language-Audio Pretraining for Accurate Speech Emotion Recognition. | Yu Pan, Yanni Hu, Yuguang Yang, Wen Fei, Jixun Yao, Heng Lu, Lei Ma, Jianjun Zhao |
| 2024 | ICLR | 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 |
| 2024 | ICLR | Neuron Activation Coverage: Rethinking Out-of-distribution Detection and Generalization. | Yibing Liu, Chris Xing Tian, Haoliang Li, Lei Ma, Shiqi Wang |
| 2024 | IGARSS | Generative Adversarial Network-Based Jitter Distortion Correction for High Resolution Spaceborne Images. | Hao Wang, Ying Zhu, Lei Wang, Lei Ma, Jinmeng Wu, Ting Li |
| 2024 | IGARSS | TCEIGNet: Time-Correlated and Edge Information-Guided Network for Short-Term Building Change Detection. | Lu Zhao, Ling Wan, Lei Ma |
| 2024 | INDIN | Integration of MPC and ADRC for Anti-Jackknifing in Articulated Heavy Vehicles. | He Ma, Yang Tian, Fanyu Meng, Lei Ma, Guilin Wen |
| 2024 | INDIN | Parameter Optimization and Energy Management for a Dual-Motor Powertrain in Battery Electric Heavy Trucks. | Yusen Miao, Yang Tian, Yahui Zhang, Lei Ma |
| 2024 | ICRA | ISR-LLM: Iterative Self-Refined Large Language Model for Long-Horizon Sequential Task Planning. | Zhehua Zhou, Jiayang Song, Kunpeng Yao, Zhan Shu, Lei Ma |
| 2024 | ICSE | Technical Briefing on Deep Neural Network Repair. | Paolo Arcaini, Fuyuki Ishikawa, Lei Ma, Yuta Maezawa, Nobukazu Yoshioka, Fuyuan Zhang |
| 2024 | ICSE | MultiTest: Physical-Aware Object Insertion for Testing Multi-sensor Fusion Perception Systems. | Xinyu Gao, Zhijie Wang, Yang Feng, Lei Ma, Zhenyu Chen, Baowen Xu |
| 2024 | ICSE | Towards Building AI-CPS with NVIDIA Isaac Sim: An Industrial Benchmark and Case Study for Robotics Manipulation. | Zhehua Zhou, Jiayang Song, Xuan Xie, Zhan Shu, Lei Ma, Dikai Liu, Jianxiong Yin, Simon See |
| 2024 | MICCAI | ShapeMamba-EM: Fine-Tuning Foundation Model with Local Shape Descriptors and Mamba Blocks for 3D EM Image Segmentation. | Ruohua Shi, Qiufan Pang, Lei Ma, Lingyu Duan, Tie-Jun Huang, Tingting Jiang |
| 2024 | MMM | Learning Collaborative Reinforcement Attention for 3D Face Reconstruction and Dense Alignment. | Zhengwei Yang, Yange Wang, Lei Ma, Xiangzheng Li |
| 2024 | NAACL | PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics. | Derui Zhu, Dingfan Chen, Qing Li, Zongxiong Chen, Lei Ma, Jens Grossklags, Mario Fritz |
| 2024 | SiggraphA | Correlation-aware Encoder-Decoder with Adapters for SVBRDF Acquisition. | Di Luo, Hanxiao Sun, Lei Ma, Jian Yang, Beibei Wang |
| 2023 | AAAI | DeepGemini: Verifying Dependency Fairness for Deep Neural Network. | Xuan Xie, Fuyuan Zhang, Xinwen Hu, Lei Ma |
| 2023 | ACNS | A Framework for TLS Implementation Vulnerability Testing in 5G. | Yong Wang, Rui Wang, Xin Liu, Donglan Liu, Hao Zhang, Lei Ma, Fangzhe Zhang, Lili Sun, Zhenghao Li |
| 2023 | CHI | DeepLens: Interactive Out-of-distribution Data Detection in NLP Models. | Da Song, Zhijie Wang, Yuheng Huang, Lei Ma, Tianyi Zhang |
| 2023 | CHI | DeepSeer: Interactive RNN Explanation and Debugging via State Abstraction. | Zhijie Wang, Yuheng Huang, Da Song, Lei Ma, Tianyi Zhang |
| 2023 | CVPR | Evading DeepFake Detectors via Adversarial Statistical Consistency. | Yang Hou, Qing Guo, Yihao Huang, Xiaofei Xie, Lei Ma, Jianjun Zhao |
| 2023 | ICASSP | Hybridformer: Improving Squeezeformer with Hybrid Attention and NSR Mechanism. | Yuguang Yang, Yu Pan, Jingjing Yin, Jiangyu Han, Lei Ma, Heng Lu |
| 2023 | ICLR | Neural Episodic Control with State Abstraction. | Zhuo Li, Derui Zhu, Yujing Hu, Xiaofei Xie, Lei Ma, Yan Zheng, Yan Song, Yingfeng Chen, Jianjun Zhao |
| 2023 | ICSE | Aries: Efficient Testing of Deep Neural Networks via Labeling-Free Accuracy Estimation. | Qiang Hu, Yuejun Guo, Xiaofei Xie, Maxime Cordy, Mike Papadakis, Lei Ma, Yves Le Traon |
| 2023 | ICSE | CodeS: Towards Code Model Generalization Under Distribution Shift. | Qiang Hu, Yuejun Guo, Xiaofei Xie, Maxime Cordy, Mike Papadakis, Lei Ma, Yves Le Traon |
| 2023 | ICSE | Widget Detection-based Testing for Industrial Mobile Games. | Xiongfei Wu, Jiaming Ye, Ke Chen, Xiaofei Xie, Yujing Hu, Ruochen Huang, Lei Ma, Jianjun Zhao |
| 2023 | ICSE | GameRTS: A Regression Testing Framework for Video Games. | Jiongchi Yu, Yuechen Wu, Xiaofei Xie, Wei Le, Lei Ma, Yingfeng Chen, Jingyu Hu, Fan Zhang |
| 2023 | ISSRE | When Simulator Meets Natural Deviation: A Study on Deviations in Simulation-based ADS Testing. | Renzhi Wang, Zhijie Wang, Yuheng Huang, Lei Ma |
| 2023 | KDD | One-shot Joint Extraction, Registration and Segmentation of Neuroimaging Data. | Yao Su, Zhentian Qian, Lei Ma, Lifang He, Xiangnan Kong |
| 2023 | MICCAI | PET-Diffusion: Unsupervised PET Enhancement Based on the Latent Diffusion Model. | Caiwen Jiang, Yongsheng Pan, Mianxin Liu, Lei Ma, Xiao Zhang, Jiameng Liu, Xiaosong Xiong, Dinggang Shen |
| 2023 | MMM | Unsupervised Encoder-Decoder Model for Anomaly Prediction Task. | Jinmeng Wu, Pengcheng Shu, Hanyu Hong, Xingxun Li, Lei Ma, Yaozong Zhang, Ying Zhu, Lei Wang |
| 2022 | AAIM | On-line Single Machine Scheduling with Release Dates and Submodular Rejection Penalties. | Xiaofei Liu, Yaoyu Zhu, Weidong Li, Lei Ma |
| 2022 | CVPR | Optical Flow Estimation for Spiking Camera. | Liwen Hu, Rui Zhao, Ziluo Ding, Lei Ma, Boxin Shi, Ruiqin Xiong, Tiejun Huang |
| 2022 | ICASSP | Modeling The Detection Capability Of High-Speed Spiking Cameras. | Junwei Zhao, Zhaofei Yu, Lei Ma, Ziluo Ding, Shiliang Zhang, Yonghong Tian, Tiejun Huang |
| 2022 | ICSE | When Cyber-Physical Systems Meet AI: A Benchmark, an Evaluation, and a Way Forward. | Jiayang Song, Deyun Lyu, Zhenya Zhang, Zhijie Wang, Tianyi Zhang, Lei Ma |
| 2022 | ISCAS | SpikingSIM: A Bio-Inspired Spiking Simulator. | Junwei Zhao, Shiliang Zhang, Lei Ma, Zhaofei Yu, Tiejun Huang |
| 2022 | ISSRE | Message from the RAIS 2022 Chairs. | Yan-Fu Li, Yinxing Xue, Lei Ma, Shengjian Guo, Guozhu Meng |
| 2022 | ISSRE | An Empirical Analysis of Compatibility Issues for Industrial Mobile Games (Practical Experience Report). | Zihe Song, Yingfeng Chen, Lei Ma, Shangjie Lu, Honglei Lin, Changjie Fan, Wei Yang |
| 2022 | MICCAI | Curvature-Enhanced Implicit Function Network for High-quality Tooth Model Generation from CBCT Images. | Yu Fang, Zhiming Cui, Lei Ma, Lanzhuju Mei, Bojun Zhang, Yue Zhao, Zhihao Jiang, Yiqiang Zhan, Yongsheng Pan, Min Zhu, Dinggang Shen |
| 2022 | MICCAI | Multi-scale and Focal Region Based Deep Learning Network for Fine Brain Parcellation. | Yuyan Ge, Zhenyu Tang, Lei Ma, Caiwen Jiang, Feng Shi, Shaoyi Du, Dinggang Shen |
| 2022 | MICCAI | Deep-Learning Based T | Yuning Gu, Yongsheng Pan, Zhenghan Fang, Jingyang Zhang, Peng Xue, Mianxin Liu, Yuran Zhu, Lei Ma, Charlie Androjna, Xin Yu, Dinggang Shen |
| 2022 | MICCAI | Learning Towards Synchronous Network Memorizability and Generalizability for Continual Segmentation Across Multiple Sites. | Jingyang Zhang, Peng Xue, Ran Gu, Yuning Gu, Mianxin Liu, Yongsheng Pan, Zhiming Cui, Jiawei Huang, Lei Ma, Dinggang Shen |
| 2022 | MICCAI | Progressive Deep Segmentation of Coronary Artery via Hierarchical Topology Learning. | Xiao Zhang, Jingyang Zhang, Lei Ma, Peng Xue, Yan Hu, Dijia Wu, Yiqiang Zhan, Jun Feng, Dinggang Shen |
| 2022 | MMSP | Towards Analyzing the Robustness of Deep Light-weight Image Super Resolution Networks under Distribution Shift. | Alireza Esmaeilzehi, Lei Ma, M. Omair Ahmad |
| 2022 | SIGMOD | Gloria: Graph-based Sharing Optimizer for Event Trend Aggregation. | Lei Ma, Chuan Lei, Olga Poppe, Elke A. Rundensteiner |
| 2021 | AAAI | 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 |
| 2021 | AAAI | Decision-Guided Weighted Automata Extraction from Recurrent Neural Networks. | Xiyue Zhang, Xiaoning Du, Xiaofei Xie, Lei Ma, Yang Liu, Meng Sun |
| 2021 | BMVC | Robust Ellipsoid-specific Fitting via Expectation Maximization. | Mingyang Zhao, Xiaohong Jia, Lei Ma, Xinlin Qiu, Xin Jiang, Dong-Ming Yan |
| 2021 | CAV | Effective Hybrid System Falsification Using Monte Carlo Tree Search Guided by QB-Robustness. | Zhenya Zhang, Deyun Lyu, Paolo Arcaini, Lei Ma, Ichiro Hasuo, Jianjun Zhao |
| 2021 | CGI | A Deep Learning Method for 2D Image Stippling. | Zhongmin Xue, Beibei Wang, Lei Ma |
| 2021 | ICCV | Learning to Adversarially Blur Visual Object Tracking. | Qing Guo, Ziyi Cheng, Felix Juefei-Xu, Lei Ma, Xiaofei Xie, Yang Liu, Jianjun Zhao |
| 2021 | ICIG | A Densely Connected Neural Network Based on SSD for Multiscale SAR Ship Detection. | Jialong Guo, Ling Wan, Lei Ma, Zongli Jiang |
| 2021 | ICML | RNNRepair: Automatic RNN Repair via Model-based Analysis. | Xiaofei Xie, Wenbo Guo, Lei Ma, Wei Le, Jian Wang, Lingjun Zhou, Yang Liu, Xinyu Xing |
| 2021 | IGARSS | Slow Feature Analysis Based on Convolutional Neural Network for SAR Image Change Detection. | Ling Wan, Lei Ma, Jialong Guo, Mingliang Liu, Dongpan Yao |
| 2021 | ICRA | Waypoints updating based on Adam and ILC for path learning in physical human-robot interaction. | Jingkang Xia, Chenjian Song, Deqing Huang, Xueyan Xing, Lei Ma, Yanan Li |
| 2021 | ICSE | Automatic Web Testing Using Curiosity-Driven Reinforcement Learning. | Yan Zheng, Yi Liu, Xiaofei Xie, Yepang Liu, Lei Ma, Jianye Hao, Yang Liu |
| 2021 | ICST | A Search-Based Testing Framework for Deep Neural Networks of Source Code Embedding. | Maryam Vahdat Pour, Zhuo Li, Lei Ma, Hadi Hemmati |
| 2021 | IGARSS | A Spatial-Temporal-Channel Attention Unet++ for High Resolution Remote Sensing Image Change Detection. | Mingliang Liu, Jinjie Huang, Lei Ma, Ling Wan, Jialong Guo, Dongpan Yao |
| 2021 | ISSRE | An Empirical Study on Common Bugs in Deep Learning Compilers. | Xiaoting Du, Zheng Zheng, Lei Ma, Jianjun Zhao |
| 2021 | ISSRE | Issue Categorization and Analysis of an Open-Source Driving Assistant System. | Shuncheng Tang, Zhenya Zhang, Jia Tang, Lei Ma, Yinxing Xue |
| 2021 | MICCAI | SkullEngine: A Multi-stage CNN Framework for Collaborative CBCT Image Segmentation and Landmark Detection. | Qin Liu, Han Deng, Chunfeng Lian, Xiaoyang Chen, Deqiang Xiao, Lei Ma, Xu Chen, Tianshu Kuang, Jaime Gateno, Pew-Thian Yap, James J. Xia |
| 2021 | MICCAI | Skull Segmentation from CBCT Images via Voxel-Based Rendering. | Qin Liu, Chunfeng Lian, Deqiang Xiao, Lei Ma, Hannah H. Deng, Xu Chen, Dinggang Shen, Pew-Thian Yap, James J. Xia |
| 2021 | MICCAI | Deep Simulation of Facial Appearance Changes Following Craniomaxillofacial Bony Movements in Orthognathic Surgical Planning. | Lei Ma, Daeseung Kim, Chunfeng Lian, Deqiang Xiao, Tianshu Kuang, Qin Liu, Yankun Lang, Hannah H. Deng, Jaime Gateno, Ye Wu, Erkun Yang, Michael A. K. Liebschner, James J. Xia, Pew-Thian Yap |
| 2021 | MICCAI | A Self-supervised Deep Framework for Reference Bony Shape Estimation in Orthognathic Surgical Planning. | Deqiang Xiao, Hannah H. Deng, Tianshu Kuang, Lei Ma, Qin Liu, Xu Chen, Chunfeng Lian, Yankun Lang, Daeseung Kim, Jaime Gateno, Steve Guo-Fang Shen, Dinggang Shen, Pew-Thian Yap, James J. Xia |
| 2021 | SIGMOD | To Share, or not to Share Online Event Trend Aggregation Over Bursty Event Streams. | Olga Poppe, Chuan Lei, Lei Ma, Allison Rozet, Elke A. Rundensteiner |
| 2020 | AAAI | Stealthy and Efficient Adversarial Attacks against Deep Reinforcement Learning. | Jianwen Sun, Tianwei Zhang, Xiaofei Xie, Lei Ma, Yan Zheng, Kangjie Chen, Yang Liu |
| 2020 | AAAI | Generating Adversarial Examples for Holding Robustness of Source Code Processing Models. | Huangzhao Zhang, Zhuo Li, Ge Li, Lei Ma, Yang Liu, Zhi Jin |
| 2020 | ECCV | 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 |
| 2020 | ICARCV | CT images segmentation method of rectal tumor based on modified U-net. | Biao Zheng, Chenxiao Cai, Lei Ma |
| 2020 | IJCAI | 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 |
| 2020 | ICSE | Towards characterizing adversarial defects of deep learning software from the lens of uncertainty. | Xiyue Zhang, Xiaofei Xie, Lei Ma, Xiaoning Du, Qiang Hu, Yang Liu, Jianjun Zhao, Meng Sun |
| 2020 | WCNC | Glioma Segmentation Strategies in 5G Teleradiology. | Xiangchuan Gao, Lei Ma, Jin Jin, Junmin Li, Zhenxia Ma, Yunkai Zhai, Xingwang Li |
| 2020 | WCNC | Characterization for High-Speed Railway Channel enabling Smart Rail Mobility at 22.6 GHz. | Lei Ma, Ke Guan, Dong Yan, Danping He, Bo Ai, Junhyeong Kim, Hee-Sang Chung |
| 2019 | HAI | Desired Agent Embodiment in Various Smart House Tasks. | Lei Ma, Daisuke Sakamoto, Tetsuo Ono |
| 2019 | ICECCS | MobiDroid: A Performance-Sensitive Malware Detection System on Mobile Platform. | Ruitao Feng, Sen Chen, Xiaofei Xie, Lei Ma, Guozhu Meng, Yang Liu, Shang-Wei Lin |
| 2019 | ICECCS | Safe Inputs Approximation for Black-Box Systems. | Bai Xue, Yang Liu, Lei Ma, Xiyue Zhang, Meng Sun, Xiaofei Xie |
| 2019 | ICFEM | Secure Deep Learning Engineering: A Road Towards Quality Assurance of Intelligent Systems. | Yang Liu, Lei Ma, Jianjun Zhao |
| 2019 | IJCAI | DiffChaser: Detecting Disagreements for Deep Neural Networks. | Xiaofei Xie, Lei Ma, Haijun Wang, Yuekang Li, Yang Liu, Xiaohong Li |
| 2019 | ICSE | Vultron: catching vulnerable smart contracts once and for all. | Haijun Wang, Yi Li, Shang-Wei Lin, Lei Ma, Yang Liu |
| 2019 | ISSRE | An Empirical Study of Common Challenges in Developing Deep Learning Applications. | Tianyi Zhang, Cuiyun Gao, Lei Ma, Michael R. Lyu, Miryung Kim |
| 2019 | ISSTA | DeepHunter: a coverage-guided fuzz testing framework for deep neural networks. | Xiaofei Xie, Lei Ma, Felix Juefei-Xu, Minhui Xue, Hongxu Chen, Yang Liu, Jianjun Zhao, Bo Li, Jianxiong Yin, Simon See |
| 2019 | SIGGRAPH | Real-time structure aware color stippling. | Lei Ma, Hong Deng, Beibei Wang, Yanyun Chen, Tamy Boubekeur |
| 2018 | APSEC | DeepGraph: A PyCharm Tool for Visualizing and Understanding Deep Learning Models. | Qiang Hu, Lei Ma, Jianjun Zhao |
| 2018 | CCS | Practical Fault Attack on Deep Neural Networks. | Jakub Breier, Xiaolu Hou, Dirmanto Jap, Lei Ma, Shivam Bhasin, Yang Liu |
| 2018 | IGARSS | Joint Feature Network for Bridge Segmentation in Remote Sensing Images. | Jian Cai, Lei Ma, Feimo Li, Yiping Yang |
| 2018 | IGARSS | Multi-Discriminator Generative Adversarial Network for High Resolution Gray-Scale Satellite Image Colorization. | Feimo Li, Lei Ma, Jian Cai |
| 2018 | ISSRE | DeepMutation: Mutation Testing of Deep Learning Systems. | Lei Ma, Fuyuan Zhang, Jiyuan Sun, Minhui Xue, Bo Li, Felix Juefei-Xu, Chao Xie, Li Li, Yang Liu, Jianjun Zhao, Yadong Wang |
| 2018 | MSR | Characterising deprecated Android APIs. | Li Li, Jun Gao, Tegawend F. Bissyand, Lei Ma, Xin Xia, Jacques Klein |
| 2018 | VCIP | Multi-task Learning for Deep Semantic Hashing. | Lei Ma, Hongliang Li, Qingbo Wu, Chao Shang, King Ngi Ngan |
| 2017 | COMPSAC | Collaborative Computation Offloading in Heterogeneous Asynchronous Cloud Environment. | Lei Ma, Bing Yu, Hiroyuki Sato, Yadong Wang |
| 2017 | ICST | Model-Based API Testing of Apache ZooKeeper. | Cyrille Artho, Quentin Gros, Guillaume Rousset, Kazuaki Banzai, Lei Ma, Takashi Kitamura, Masami Hagiya, Yoshinori Tanabe, Mitsuharu Yamamoto |
| 2017 | SiggraphA | Structure-guided texturing with embedded randomness. | Yinling Qian, Yanyun Chen, Hanqiu Sun, Jian Shi, Lei Ma |
| 2016 | IECON | Backstepping trajectory tracking control of electro-hydraulic actuators of lower limb load exoskeleton. | Yong Yang, Duo Zhao, Lei Ma, Qiao Zhu, Deqing Huang |
| 2016 | SMC | A kind of mouse behavior authentication method on dynamic soft keyboard. | Lei Ma, ChunGang Yan, Peihai Zhao, Mimi Wang |
| 2016 | RV | Runtime Monitoring for Concurrent Systems. | Yoriyuki Yamagata, Cyrille Artho, Masami Hagiya, Jun Inoue, Lei Ma, Yoshinori Tanabe, Mitsuharu Yamamoto |
| 2015 | BMVC | Multi-task Gaussian Process Regression-based Image Super Resolution. | Xinwei Jiang, Jie Yang, Lei Ma, Yiping Yang |
| 2015 | ICSE | GRT at the SBST 2015 Tool Competition. | Lei Ma, Cyrille Artho, Cheng Zhang, Hiroyuki Sato, Masami Hagiya, Yoshinori Tanabe, Mitsuharu Yamamoto |
| 2015 | ICSE | An Empirical Study on Effects of Code Visibility on Code Coverage of Software Testing. | Lei Ma, Cheng Zhang, Bing Yu, Hiroyuki Sato |
| 2015 | IGARSS | Shadow removal in remote sensing images using features sample matting. | Lei Ma, Bitao Jiang, Xinwei Jiang, Ye Tian |
| 2014 | GPCE | Efficient testing of software product lines via centralization (short paper). | Lei Ma, Cyrille Artho, Cheng Zhang, Hiroyuki Sato |
| 2014 | ICIP | Cluster constraint based sparse NMF for hyperspectral imagery unmixing. | Xinwei Jiang, Lei Ma, Yiping Yang |
| 2014 | ICRA | 3D path planning of a laser manipulation robotic system for tooth preparing. | Lei Ma, Dangxiao Wang, Yuru Zhang, Lei Wang, Pei-jun Lv, Yuchun Sun |
| 2014 | IGARSS | Hyperspectral data recovery with the gradient field of coincident panchromatic imagery. | Lei Ma, Bitao Jiang, Xinwei Jiang |
| 2014 | SAC | Project centralization based on graph coloring. | Lei Ma, Cyrille Artho, Hiroyuki Sato |
| 2013 | COMPSAC | Analyzing Distributed Java Applications by Automatic Centralization. | Lei Ma, Cyrille Artho, Hiroyuki Sato |
| 2013 | ICIG | Edge Grouping with a Novel Shape Model for Object Detection. | Lei Ma, Bitao Jiang |
| 2013 | Interact | Pebbles: User-Configurable Device Network for Robot Navigation. | Kentaro Ishii, Haipeng Mi, Lei Ma, Natsuda Laokulrat, Masahiko Inami, Takeo Igarashi |
| 2013 | IROS | Preliminary experiments of a miniature robotic system for tooth ablation using ultra-short pulsed lasers. | Lei Wang, Dangxiao Wang, Lei Ma, Yuru Zhang, Fusong Yuan, Yuchun Sun, Pei-jun Lv |
| 2012 | APWEB | A Study of the Single Point Mutation Loci in the Hepatitis B Virus Sequences via Optimal Risk and Preventive Sets with Weights. | Qi Zhang, Junpeng Zhang, Jianmei Gao, Jianfeng He, Xinmin Yan, Lei Ma, Xianwen Zhang, Jiuyong Li |
| 2012 | UIST | Pebbles: an interactive configuration tool for indoor robot navigation. | Haipeng Mi, Kentaro Ishii, Lei Ma, Natsuda Laokulrat, Masahiko Inami, Takeo Igarashi |
| 2010 | IGARSS | Apply semi-supervised support vector regression for remote sensing water quality retrieving. | Xili Wang, Lei Ma, Xilin Wang |
| 2010 | SIGGRAPH | Multi-interfaces based refractive rendering. | Lei Ma, Shuangjiu Xiao, Xubo Yang |
| 2009 | ICDAR | A Study of Feature Design for Online Handwritten Chinese Character Recognition Based on Continuous-Density Hidden Markov Models. | Lei Ma, Qiang Huo, Yu Shi |
| 2008 | ICASSP | Prefix tree based auto-completion for convenient bi-modal chinese character input. | Peng Liu, Lei Ma, Frank K. Soong |
| 2008 | ICASSP | Modified givens rotations and their application to matrix inversion. | Lei Ma, Kevin Dickson, John McAllister, John V. McCanny |
| 2008 | ICPR | Radical based fine trajectory HMMs of online handwritten characters. | Peng Liu, Lei Ma, Frank K. Soong |
| 2008 | Interspeech | A real-time text to audio-visual speech synthesis system. | Lijuan Wang, Xiaojun Qian, Lei Ma, Yao Qian, Yining Chen, Frank K. Soong |
| 2007 | ICDAR | A MSD-HMM Approach to Pen Trajectory Modeling for Online Handwriting Recognition. | Lei Ma, Frank K. Soong, Peng Liu, Yi-Jian Wu |
| 2007 | IROS | Modeling and prediction of lung tumor motion for robotic assisted radiotherapy. | Lei Ma, Christian Herrmann, Klaus Schilling |
| 2005 | LCN | CPWCT: Making P2P Home Network Secure Virtual Multimedia Device. | Yu Chen Zhou, Lei Ma, Julian A. Cerruti, Lin Ma |
| 2003 | ICIP | Bi-directional gradient labeling and registration for gray-scale image segmentation. | Lei Ma, Xiao-Ping (Steven) Zhang, Jennie Si, Glen P. Abousleman |
| 2002 | CSCWD | The United Use of Multiple Information Sources Based on CSCW. | Lei Ma, Hantao Song |
| 2001 | CSCWD | Cooperative Work Mechanism in UUHDB System Based on MAS. | Lei Ma, Mingye Liu, Hantao Song |