| 2026 | AAAI | LidarPainter: One-Step Away from Any Lidar View to Novel Guidance. | Yuzhou Ji, Ke Ma, Hong Cai, Anchun Zhang, Lizhuang Ma, Xin Tan |
| 2026 | AAAI | Phys-Liquid: A Physics-Informed Dataset for Estimating 3D Geometry and Volume of Transparent Deformable Liquids. | Ke Ma, Yizhou Fang, Jean-Baptiste Weibel, Shuai Tan, Xinggang Wang, Yang Xiao, Yi Fang, Tian Xia |
| 2026 | ACL | SimRPD: Optimizing Recruitment Proactive Dialogue Agents through Simulator-Based Data Evaluation and Selection. | Zhiyong Cao, Dunqiang Liu, Qi Dai, Haojun Xu, Huai Yuen Khor, Hao Wang, Huan He, Yafei Liu, Ke Ma, Ruqian Shi, Sicheng Zhou, Sijia Yao |
| 2026 | ACL | Response-G1: Explicit Scene Graph Modeling for Proactive Streaming Video Understanding. | Ke Ma, Jiaqi Tang, Bin Guo, Xueting Han, Ruonan Xu, Qingfeng He, Ziheng Wang, Xu Wang, Qifeng Chen, Zhiwen Yu, Yunhao Liu |
| 2026 | FM | EUF-based Solving Dyck-Reachability with Applications to Static Analysis. | Yide Du, Zhenbang Chen, Kunlin Liu, Guofeng Zhang, Xudong Wang, Ke Ma, Wei Dong, Ji Wang |
| 2026 | HCI | An Extended TAM with Social Compensation Design for Chinese Older Adults' General Acceptance of Smart-Home Social Media. | Ke Ma, Meng Liu, Wenkui Jin, Shujun Ban |
| 2026 | WCNC | MmWave Beam Prediction with Data Augmentation. | Zihan Liu, Lebin Yao, Ke Ma, Pengyu Wang, Wenhan Dou, Zhaocheng Wang |
| 2026 | WWW | WPIS: From In-the-Wild Web Images to Physics-Aware 3D Scene Graphs for Physical Reasoning. | Ke Ma, Cong Fu, Jianing Wang, Yifei Wang, Wenyuan Li, Xinggang Wang, Meng Wang, Tian Xia |
| 2026 | VR | Optical Tag-Based Neuronavigation and Augmentation System for Non-Invasive Brain Stimulation. | Xuyi Hu, Ke Ma, Siwei Liu, Per Ola Kristensson, Stefan M. Goetz |
| 2025 | AAAI | Exploring Query Efficient Data Generation Towards Data-Free Model Stealing in Hard Label Setting. | Gaozheng Pei, Shaojie Lyu, Ke Ma, Pinci Yang, Qianqian Xu, Yingfei Sun |
| 2025 | ACL | Adapt Once, Thrive with Updates: Transferable Parameter-Efficient Fine-Tuning on Evolving Base Models. | Naibin Gu, Peng Fu, Xiyu Liu, Ke Ma, Zheng Lin, Weiping Wang |
| 2025 | CVPR | SURGEON: Memory-Adaptive Fully Test-Time Adaptation via Dynamic Activation Sparsity. | Ke Ma, Jiaqi Tang, Bin Guo, Fan Dang, Sicong Liu, Zhui Zhu, Lei Wu, Cheng Fang, Ying-Cong Chen, Zhiwen Yu, Yunhao Liu |
| 2025 | CVPR | Divide and Conquer: Heterogeneous Noise Integration for Diffusion-based Adversarial Purification. | Gaozheng Pei, Shaojie Lyu, Gong Chen, Ke Ma, Qianqian Xu, Yingfei Sun, Qingming Huang |
| 2025 | CVPR | SnapGen-V: Generating a Five-Second Video within Five Seconds on a Mobile Device. | Yushu Wu, Zhixing Zhang, Yanyu Li, Yanwu Xu, Anil Kag, Yang Sui, Huseyin Coskun, Ke Ma, Aleksei Lebedev, Ju Hu, Dimitris N. Metaxas, Yanzhi Wang, Sergey Tulyakov, Jian Ren |
| 2025 | DCC | Entropy-Adapter-Based Deep Image Compression for User-Generated Content with Knowledge Distillation. | Ke Ma, Yaojun Wu, Chaoyi Lin, Zhipin Deng, Xiaoyan Sun |
| 2025 | GLOBECOM | Knowledge-Guided Attention-Inspired Learning for Task Offloading in Vehicle Edge Computing. | Ke Ma, Junfei Xie |
| 2025 | ICASSP | BrainChat: Interactive Semantic Information Decoding from fMRI Using Large-Scale Vision-Language Pretrained Models. | Wanqiu Huang, Ke Ma, Tingyu Xie, Hongwei Wang |
| 2025 | ICCV | Deep Learning-Based Rail Surface Condition Evaluation. | Shilin Hu, Ke Ma, Sagnik Das, Dichang Zhang, Dimitris Samaras |
| 2025 | ICML | Diffusion-based Adversarial Purification from the Perspective of the Frequency Domain. | Gaozheng Pei, Ke Ma, Yingfei Sun, Qianqian Xu, Qingming Huang |
| 2025 | ICML | Cannot See the Forest for the Trees: Invoking Heuristics and Biases to Elicit Irrational Choices of LLMs. | Haoming Yang, Ke Ma, Xiaojun Jia, Yingfei Sun, Qianqian Xu, Qingming Huang |
| 2025 | IJCNN | Reconstructing Human Vision from fMRI with Multiscale Encoding and Perceptual Specificity. | Wanqiu Huang, Ke Ma, Tingyu Xie, Hongwei Wang |
| 2025 | ICRA | Real-World Automated Vehicle Longitudinal Stability Analysis: Controller Design and Field Test. | Ke Ma, Yuqin Zhang, Hang Zhou, Zhaohui Liang, Xiaopeng Li |
| 2025 | IJCNN | SEP: Self-Rewarded Entity-Level Preference for Open Named Entity Recognition. | Qi Li, Jiayi Xie, Jiabei He, Jian Zhang, Tingyu Xie, Ke Ma, Hongwei Wang |
| 2025 | ICRA | A Visual Servo System for Robotic on-Orbit Servicing Based on 3D Perception of Non-Cooperative Satellite. | Panpan Zhao, Li Jin, Yeheng Chen, Jiachen Li, Xiuqiang Song, Wenxuan Chen, Nan Li, Wenjuan Du, Ke Ma, Xiaokun Wang, Yuehua Li, Xiangxu Meng, Xueying Qin |
| 2024 | CSCWD | Noise-Robust Neural Network For Wind Turbine Gearbox Fault Diagnosis. | Zixuan Wang, Ke Ma, Hongwei Wang |
| 2024 | ECCV | Towards Dual Transparent Liquid Level Estimation in Biomedical Lab: Dataset, Methods and Practices. | Xiayu Wang, Ke Ma, Ruiyun Zhong, Xinggang Wang, Yi Fang, Yang Xiao, Tian Xia |
| 2024 | HCI | Constructing a Multi-dimensional Social Compensation Design Scale for Older People Within the Framework of Social Media for Smart Homes. | Ke Ma, Meng Gao, Renke He |
| 2024 | PCS | Wavelet-like Transform with Subbands Fusion in Decoupled Structure for Deep Image Compression. | Ke Ma, Yaojun Wu, Zhaobin Zhang, Semih Esenlik, Xiaoyan Sun, Kai Zhang, Li Zhang |
| 2024 | SENSYS | AdaShadow: Responsive Test-time Model Adaptation in Non-stationary Mobile Environments. | Cheng Fang, Sicong Liu, Zimu Zhou, Bin Guo, Jiaqi Tang, Ke Ma, Zhiwen Yu |
| 2023 | GLOBECOM | Improving the Performance of R17 Type-II Codebook with Deep Learning. | Ke Ma, Yiliang Sang, Yang Ming, Jin Lian, Chang Tian, Zhaocheng Wang |
| 2023 | HCI | Research on Influencing Factors of Elderly User Experience of Smart Home Social Software Based on Grounded Theory. | Ke Ma, Meng Gao, Francesco Ermanno Guida, Renke He |
| 2023 | IECON | Digital Twin-Enabled Decision-Making Framework for Multi-UAV Mission Planning: A Multiagent Deep Reinforcement Learning Perspective. | Longyan Tan, Xingshuo Hai, Ke Ma, Dongming Fan, Huaxin Qiu, Qiang Feng |
| 2023 | MICCAI | Prompt-MIL: Boosting Multi-instance Learning Schemes via Task-Specific Prompt Tuning. | Jingwei Zhang, Saarthak Kapse, Ke Ma, Prateek Prasanna, Joel H. Saltz, Maria Vakalopoulou, Dimitris Samaras |
| 2023 | MICCAI | SAM-Path: A Segment Anything Model for Semantic Segmentation in Digital Pathology. | Jingwei Zhang, Ke Ma, Saarthak Kapse, Joel H. Saltz, Maria Vakalopoulou, Prateek Prasanna, Dimitris Samaras |
| 2023 | VTC | Efficient Power Allocation in Coded MIMO Systems. | Haochen Wu, Ke Ma, Yang Ming, Ziyuan Sha, Zhaocheng Wang |
| 2022 | APSEC | Optimal Refinement-based Array Constraint Solving for Symbolic Execution. | Meixi Liu, Ziqi Shuai, Luyao Liu, Kelin Ma, Ke Ma |
| 2022 | CSCWD | A Profiling and Query Platform for Research Management Based on Knowledge Graph. | Ke Ma, Bo Qin, Hongwei Wang |
| 2022 | CSCWD | Knowledge Mining Based Collaborative Framework for Manufacturing Value Chains. | Bo Qin, Jian Zhang, Ke Ma, Peng Peng, Hongwei Wang |
| 2022 | CVPR | LAS-AT: Adversarial Training with Learnable Attack Strategy. | Xiaojun Jia, Yong Zhang, Baoyuan Wu, Ke Ma, Jue Wang, Xiaochun Cao |
| 2022 | ECCV | Learning an Isometric Surface Parameterization for Texture Unwrapping. | Sagnik Das, Ke Ma, Zhixin Shu, Dimitris Samaras |
| 2022 | ECCV | Prior-Guided Adversarial Initialization for Fast Adversarial Training. | Xiaojun Jia, Yong Zhang, Xingxing Wei, Baoyuan Wu, Ke Ma, Jue Wang, Xiaochun Cao |
| 2022 | GLOBECOM | Deep Learning Assisted Adaptive mmWave Beam Tracking: A Sum-Probability Oriented Methodology. | Ke Ma, Haoming Zou, Chen Sun, Zhaocheng Wang |
| 2022 | IJCAI | Quaternion Ordinal Embedding. | Wenzheng Hou, Qianqian Xu, Ke Ma, Qianxiu Hao, Qingming Huang |
| 2022 | MICCAI | Predicting the Visual Attention of Pathologists Evaluating Whole Slide Images of Cancer. | Souradeep Chakraborty, Rajarsi Gupta, Ke Ma, Darshana Govind, Pinaki Sarder, Won-Tak Choi, Waqas Mahmud, Eric Yee, Felicia Allard, Beatrice Knudsen, Gregory J. Zelinsky, Joel H. Saltz, Dimitris Samaras |
| 2022 | MICCAI | Gigapixel Whole-Slide Images Classification Using Locally Supervised Learning. | Jingwei Zhang, Xin Zhang, Ke Ma, Rajarsi Gupta, Joel H. Saltz, Maria Vakalopoulou, Dimitris Samaras |
| 2022 | SIGGRAPH | Learning From Documents in the Wild to Improve Document Unwarping. | Ke Ma, Sagnik Das, Zhixin Shu, Dimitris Samaras |
| 2022 | UIC | Weather-oriented Domain Generalization of Semantic Segmentation for Autonomous Driving. | Cheng Fang, Bin Guo, Sicong Liu, Ke Ma, Zhiwen Yu |
| 2021 | AAAI | What to Select: Pursuing Consistent Motion Segmentation from Multiple Geometric Models. | Yangbangyan Jiang, Qianqian Xu, Ke Ma, Zhiyong Yang, Xiaochun Cao, Qingming Huang |
| 2021 | CVPR | A Joint Spatial and Magnification Based Attention Framework for Large Scale Histopathology Classification. | Jingwei Zhang, Ke Ma, John S. Van Arnam, Rajarsi Gupta, Joel H. Saltz, Maria Vakalopoulou, Dimitris Samaras |
| 2021 | HCI | Research on Information Visualization Design for Public Health Security Emergencies. | Wenkui Jin, Xurong Shan, Ke Ma |
| 2021 | IPEC | Enterprise Financial Risk Management and Control. | Junhong He, Ke Ma |
| 2021 | SIGMOD | VeriDB: An SGX-based Verifiable Database. | Wenchao Zhou, Yifan Cai, Yanqing Peng, Sheng Wang, Ke Ma, Feifei Li |
| 2021 | SEKE | Optimal Conjunctive Normal Form Encoding for Symbolic Execution. | Weiyu Pan, Ziqi Shuai, Ke Ma, Luyao Liu |
| 2020 | BMVC | Intrinsic Decomposition of Document Images In-the-Wild. | Sagnik Das, Hassan A. Sial, Ke Ma, Ramn Baldrich, Mara Vanrell, Dimitris Samaras |
| 2020 | BMVC | Attribute-Guided Image Generation from Layout. | Ke Ma, Bo Zhao, Leonid Sigal |
| 2020 | VTC | Deep Learning Assisted Beam Prediction Using Out-of-Band Information. | Ke Ma, Peiyao Zhao, Zhaocheng Wang |
| 2019 | AAAI | Robust Ordinal Embedding from Contaminated Relative Comparisons. | Ke Ma, Qianqian Xu, Xiaochun Cao |
| 2019 | AAAI | Less but Better: Generalization Enhancement of Ordinal Embedding via Distributional Margin. | Ke Ma, Qianqian Xu, Zhiyong Yang, Xiaochun Cao |
| 2019 | HCI | A New Paradigm of Addressing the Complexity of Entrepreneurial Community Design Leveraging Augmented Reality. | Ke Ma, Yixiang Zhang, Jing Cao |
| 2019 | ICCV | DewarpNet: Single-Image Document Unwarping With Stacked 3D and 2D Regression Networks. | Sagnik Das, Ke Ma, Zhixin Shu, Dimitris Samaras, Roy Shilkrot |
| 2019 | IWCMC | Three-Dimensional Visible Light Positioning Using Regression Neural Network. | Peixi Liu, Tianqi Mao, Ke Ma, Jiaxuan Chen, Zhaocheng Wang |
| 2018 | AAAI | Stochastic Non-Convex Ordinal Embedding With Stabilized Barzilai-Borwein Step Size. | Ke Ma, Jinshan Zeng, Jiechao Xiong, Qianqian Xu, Xiaochun Cao, Wei Liu, Yuan Yao |
| 2018 | AISTATS | Finding Global Optima in Nonconvex Stochastic Semidefinite Optimization with Variance Reduction. | Jinshan Zeng, Ke Ma, Yuan Yao |
| 2018 | CVPR | DocUNet: Document Image Unwarping via a Stacked U-Net. | Ke Ma, Zhixin Shu, Xue Bai, Jue Wang, Dimitris Samaras |
| 2017 | BMVC | Large-scale Continual Road Inspection: Visual Infrastructure Assessment in the Wild. | Ke Ma, Minh Hoai, Dimitris Samaras |
| 2017 | ICRA | Robot mapping and localisation in metal water pipes using hydrophone induced vibration and map alignment by dynamic time warping. | Ke Ma, Michele M. Schirru, Ali Hassan Zahraee, Rob Dwyer-Joyce, Joby B. Boxall, Tony J. Dodd, Richard Collins, Sean R. Anderson |
| 2017 | NSS | Defenses Against Wormhole Attacks in Wireless Sensor Networks. | Rui Ma, Siyu Chen, Ke Ma, Changzhen Hu, Xiajing Wang |
| 2016 | WACV | Texture classification for rail surface condition evaluation. | Ke Ma, Tomas F. Yago Vicente, Dimitris Samaras, Michael Petrucci, Daniel L. Magnus |
| 2015 | IECON | Advanced design tools for the reliability of power electronics - Case studies on a photovoltaic (PV) system. | Yongheng Yang, Vasile-Simion Sularea, Ke Ma, Frede Blaabjerg |
| 2013 | IECON | Thermal loading of wind power converter considering dynamics of wind speed. | Elvira Baygildina, Pasi Peltoniemi, Olli Pyrhnen, Ke Ma, Frede Blaabjerg |
| 2012 | IECON | Design for reliability of power electronic systems. | Huai Wang, Ke Ma, Frede Blaabjerg |
| 2009 | CloudCom | APFA: Asynchronous Parallel Finite Automaton for Deep Packet Inspection in Cloud Computing. | Yang Li, Zheng Li, Nenghai Yu, Ke Ma |
| 2009 | ICIP | Structure-oriented Gaussian filter for seismic detail preserving smoothing. | Wei Wang, Jinghuai Gao, Kang Li, Ke Ma, Xia Zhang |
| 2005 | MASS | Mobile network management and robust spatial retreats via network dynamics. | Ke Ma, Yanyong Zhang, Wade Trappe |