| 2026 | AAAI | RealNet: Efficient and Unsupervised Detection of AI-Generated Images via Real-Only Representation Learning. | Shuaibo Li, Laixin Zhang, Wei Ma, Jianwei Guo, Shibiao Xu, Zhijie Qiu, Hongbin Zha |
| 2026 | AAAI | DualScope: Capturing Critical Spatial and Temporal Cues for Distracted Driving Activity Recognition. | Zhijie Qiu, Shuaibo Li, Laixin Zhang, Xuming Hu, Wei Ma |
| 2026 | AAAI | From Sequential to Recursive: Enhancing Decision-Focused Learning with Bidirectional Feedback. | Xinyu Wang, Jinxiao Du, Yiyang Peng, Wei Ma |
| 2026 | SANER | Temporal Requirement Formalization Using Large Language Models. | Zhiyuan Hu, Wei Ma, Qian Wang, Lingxiao Jiang, Dongsheng Li |
| 2025 | AAAI | 3SAT: A Simple Self-Supervised Adversarial Training Framework. | Jiang Fang, Haonan He, Jiyan Sun, Jiadong Fu, Zhaorui Guo, Yinlong Liu, Wei Ma |
| 2025 | AAAI | Geolocation Representation from Large Language Models Are Generic Enhancers for Spatio-Temporal Learning. | Junlin He, Tong Nie, Wei Ma |
| 2025 | CSCWD | Root Cause Analysis of Faults in Power Grids 5G Network Based on RRC Signalling Messages. | Zhaorui Guo, Peizhe Xin, Jing Zou, Zhaozheng Zhou, Shangyuan Zhuang, Jiyan Sun, Yinlong Liu, Wei Ma |
| 2025 | CSCWD | Root Cause Analysis of Power Grid 5G Network Faults Based on Large Language Model. | Zhaorui Guo, Jing Zou, Peizhe Xin, Xiongfei Zhao, Tian Hu, Shangyuan Zhuang, Jiyan Sun, Yinlong Liu, Wei Ma |
| 2025 | EMNLP | Sparkle: Mastering Basic Spatial Capabilities in Vision Language Models Elicits Generalization to Spatial Reasoning. | Yihong Tang, Ao Qu, Zhaokai Wang, Dingyi Zhuang, Zhaofeng Wu, Wei Ma, Shenhao Wang, Yunhan Zheng, Zhan Zhao, Jinhua Zhao |
| 2025 | ICANN | ConDTab: Conditional Diffusion Transformer for Mixed-Type Tabular Synthesis with Dual Attention Latent Encoding. | Ruoxuan Wang, Shiying Li, Liuyi Fan, Wei Ma, Zexi Li, Xinbo Ai |
| 2025 | ICASSP | DASSL: Domain Agnostic Self-Supervised Learning with Multiple Missing Information Reconstruction Branches. | Jiang Fang, Haonan He, Chen Guo, Jiyan Sun, Zhaorui Guo, Chao Xu, Mohan Su, Yinlong Liu, Wei Ma |
| 2025 | ICASSP | A Federated Learning-Based Intrusion Detection System for Satellite-Terrestrial Integrated Networks. | Mengke Wan, Jiang Fang, Chen Guo, Liru Geng, Yinlong Liu, Wei Ma, Chao Xu, Mohan Su |
| 2025 | ICCS | A Robust Ensemble Malware Detector Against Powerful Adversaries. | Shangyuan Zhuang, Wei Zhang, Fengqi Liu, Jiyan Sun, Yinlong Liu, Liru Geng, Wei Ma |
| 2025 | ICDE | Advancing Mental Health Research with Graph Neural Networks: A Comprehensive Survey. | Wei Ma, Zihan Su, Qianwei Chen, Hanshu Zhai, Juanyuan Jiang, Han Shi |
| 2025 | ICECCS | An Analytical Perspective on Software Engineering for Large Language Models. | Tianlin Li, Qiang Hu, Chong Wang, Jian Zhang, Wei Ma, Aishan Liu, Jingyi Wang, Yang Liu |
| 2025 | IJCAI | Training-free Fourier Phase Diffusion for Style Transfer. | Siyuan Zhang, Wei Ma, Libin Liu, Zheng Li, Hongbin Zha |
| 2025 | ICRA | Sampling-Based Grasp and Collision Prediction for Assisted Teleoperation. | Simon Manschitz, Berk Gueler, Wei Ma, Dirk Ruiken |
| 2025 | ICSE | Combining Fine-Tuning and LLM-Based Agents for Intuitive Smart Contract Auditing with Justifications. | Wei Ma, Daoyuan Wu, Yuqiang Sun, Tianwen Wang, Shangqing Liu, Jian Zhang, Yue Xue, Yang Liu |
| 2025 | ICSE | CKGFuzzer: LLM-Based Fuzz Driver Generation Enhanced By Code Knowledge Graph. | Hanxiang Xu, Wei Ma, Ting Zhou, Yanjie Zhao, Kai Chen, Qiang Hu, Yang Liu, Haoyu Wang |
| 2025 | ISNN | Degree-Aware Graph Contrastive Learning for Long-Tail Recommendations: An Empirical Analysis for Hazard Inspection. | Zexi Li, Xinbo Ai, Yanjun Guo, Wei Ma, Ruoxuan Wang, Shaoyang Cheng |
| 2025 | ISSRE | Runtime Verification of Tactical Data Link. | Qian Wang, Zhiyuan Hu, Wei Ma, Qiang Chen, Yueling Zhang, Geguang Pu |
| 2025 | KSEM | Research on Detection and Reconstruction of Multiple Types of Anomalies in Wind Speed-Power Data of Wind Farms. | Shouyi Chen, Yiyi He, Yanfei Guo, Wei Ma, Chung-Lun Wei, Chiawei Chu |
| 2025 | SMC | A Fine-grained Troubleshooting method in 6G NTN systems Based on Signaling Messages. | Liru Geng, Zhaorui Guo, Jiyan Sun, Jiadong Fu, Jiang Fang, Yinlong Liu, Wei Ma |
| 2025 | SMC | A Novel Automation Method of Cybersecurity Alerts Analysis and Response in Satellite Cloud Systems. | Liru Geng, Tian Hu, Jiang Fang, Jiyan Sun, Yinlong Liu, Wei Ma |
| 2024 | ACCV | Improve Model Robustness in Less Time Than It Takes to Drink A Cup of Coffee with Plug-and-Play Robustness Plugins. | Jiang Fang, Zhicheng Zhang, Jiyan Sun, Jiadong Fu, Haonan He, Yinlong Liu, Wei Ma |
| 2024 | ACL | Subtle Signatures, Strong Shields: Advancing Robust and Imperceptible Watermarking in Large Language Models. | Yubing Ren, Ping Guo, Yanan Cao, Wei Ma |
| 2024 | CIKM | Channel-Aware Low-Rank Adaptation in Time Series Forecasting. | Tong Nie, Yuewen Mei, Guoyang Qin, Jian Sun, Wei Ma |
| 2024 | COLING | DEIE: Benchmarking Document-level Event Information Extraction with a Large-scale Chinese News Dataset. | Yubing Ren, Yanan Cao, Hao Li, Yingjie Li, Zixuan ZM Ma, Fang Fang, Ping Guo, Wei Ma |
| 2024 | CVPR | Recon3D: High Quality 3D Reconstruction from a Single Image Using Generated Back-View Explicit Priors. | Ruiyang Chen, Mohan Yin, Jiawei Shen, Wei Ma |
| 2024 | CVPR | UnionFormer: Unified-Learning Transformer with Multi-View Representation for Image Manipulation Detection and Localization. | Shuaibo Li, Wei Ma, Jianwei Guo, Shibiao Xu, Benchong Li, Xiaopeng Zhang |
| 2024 | EMNLP | ItiNera: Integrating Spatial Optimization with Large Language Models for Open-domain Urban Itinerary Planning. | Yihong Tang, Zhaokai Wang, Ao Qu, Yihao Yan, Zhaofeng Wu, Dingyi Zhuang, Jushi Kai, Kebing Hou, Xiaotong Guo, Jinhua Zhao, Zhan Zhao, Wei Ma |
| 2024 | ICASSP | Fast and Accurate Root Cause Analysis Based on Signalling Messages for 5G Networks. | Zhaorui Guo, Jiyan Sun, Jiadong Fu, Lu Yuan, Shangyuan Zhuang, Liru Geng, Yinlong Liu, Wei Ma |
| 2024 | ICASSP | Manticore: An Unsupervised Intrusion Detection System Based on Contrastive Learning in 5G Networks. | Lu Yuan, Jiyan Sun, Shangyuan Zhuang, Yinlong Liu, Liru Geng, Jing Zou, Peizhe Xin, Weiqing Huang, Wei Ma |
| 2024 | IJCNN | Dense Pseudo-Labels based Semi-supervised Object Detection for Remote Sensing | Yongjie Ma, Shiyong Lan, Wei Ma, Xiaoxiao Yin, Yao Li |
| 2024 | ICSE | An Empirical Study on Noisy Label Learning for Program Understanding. | Wenhan Wang, Yanzhou Li, Anran Li, Jian Zhang, Wei Ma, Yang Liu |
| 2024 | IGARSS | Snow Water Equivalent Retrieval Using VV And VH Dual-Polarization SAR Data. | Wei Ma, Jiancheng Shi, Yang Lei |
| 2024 | ISSTA | How Effective Are They? Exploring Large Language Model Based Fuzz Driver Generation. | Cen Zhang, Yaowen Zheng, Mingqiang Bai, Yeting Li, Wei Ma, Xiaofei Xie, Yuekang Li, Limin Sun, Yang Liu |
| 2024 | KDD | ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation. | Tong Nie, Guoyang Qin, Wei Ma, Yuewen Mei, Jian Sun |
| 2024 | SMC | Visual Object Tracker Based on Video Temporal-Spatial Features and Long-term Memory. | Yongyang Gao, Shiyong Lan, Piaoyang Li, Wei Ma |
| 2024 | SMC | Dynamic Spatial Feature Enhancement for Local Climate Zone Classification in SAR and Multi-Spectral Data. | Yilin Zheng, Shiyong Lan, Yao Li, Wei Ma, Guonan Deng |
| 2023 | ACL | Retrieve-and-Sample: Document-level Event Argument Extraction via Hybrid Retrieval Augmentation. | Yubing Ren, Yanan Cao, Ping Guo, Fang Fang, Wei Ma, Zheng Lin |
| 2023 | CAIN | Towards Understanding Model Quantization for Reliable Deep Neural Network Deployment. | Qiang Hu, Yuejun Guo, Maxime Cordy, Xiaofei Xie, Wei Ma, Mike Papadakis, Yves Le Traon |
| 2023 | CSCWD | Implementation of a Cost-Effective Privacy Leakage Detection System for Hosted Programs. | Tian Hu, Shangyuan Zhuang, Jiyan Sun, Yinlong Liu, Wei Ma, Yu Chen, Weiyu Liu |
| 2023 | EMNLP | A Black-Box Attack on Code Models via Representation Nearest Neighbor Search. | Jie Zhang, Wei Ma, Qiang Hu, Shangqing Liu, Xiaofei Xie, Yves Le Traon, Yang Liu |
| 2023 | ICANN | GanNeXt: A New Convolutional GAN for Anomaly Detection. | Bowei Pu, Shiyong Lan, Wenwu Wang, Caiying Yang, Wei Pan, Hongyu Yang, Wei Ma |
| 2023 | ICASSP | Multi-Local Attention for Speech-Based Depression Detection. | Fuxiang Tao, Xuri Ge, Wei Ma, Anna Esposito, Alessandro Vinciarelli |
| 2023 | ICIP | Flow-Based One-Class Anomaly Detection with Multi-Frequency Feature Fusion. | Wei Ma, Shiyong Lan, Weikang Huang, Yitong Ma, Hongyu Yang, Wei Pan, Yilin Zheng |
| 2023 | KDD | DisasterNet: Causal Bayesian Networks with Normalizing Flows for Cascading Hazards Estimation from Satellite Imagery. | Xuechun Li, Paula M. Brgi, Wei Ma, Hae Young Noh, David Jay Wald, Susu Xu |
| 2023 | TrustCom | A Cost-effective Automation Method of Massive Vulnerabilities Analysis and Remediation Based on Cloud Native. | Tian Hu, Shangyuan Zhuang, Jiyan Sun, Yinlong Liu, Wei Ma, Hongchao Wang |
| 2022 | CIKM | Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across Cities. | Yihong Tang, Ao Qu, Andy H. F. Chow, William H. K. Lam, Sze Chun Wong, Wei Ma |
| 2022 | COLING | CLIO: Role-interactive Multi-event Head Attention Network for Document-level Event Extraction. | Yubing Ren, Yanan Cao, Fang Fang, Ping Guo, Zheng Lin, Wei Ma, Yi Liu |
| 2022 | ICANN | Face Super-Resolution with Spatial Attention Guided by Multiscale Receptive-Field Features. | Weikang Huang, Shiyong Lan, Wenwu Wang, Xuedong Yuan, Hongyu Yang, Piaoyang Li, Wei Ma |
| 2022 | ICANN | A Transformer-Based GAN for Anomaly Detection. | Caiyin Yang, Shiyong Lan, Weikang Huang, Wenwu Wang, Guoliang Liu, Hongyu Yang, Wei Ma, Piaoyang Li |
| 2022 | IROS | ReINView: Re-interpreting Views for Multi-view 3D Object Recognition. | Ruchang Xu, Wei Ma, Qing Mi, Hongbin Zha |
| 2022 | MSR | GraphCode2Vec: Generic Code Embedding via Lexical and Program Dependence Analyses. | Wei Ma, Mengjie Zhao, Ezekiel O. Soremekun, Qiang Hu, Jie M. Zhang, Mike Papadakis, Maxime Cordy, Xiaofei Xie, Yves Le Traon |
| 2021 | ICSE | MuDelta: Delta-Oriented Mutation Testing at Commit Time. | Wei Ma, Thierry Titcheu Chekam, Mike Papadakis, Mark Harman |
| 2020 | EDM | The Results of Zone of Proximal Development on Learning Outcome. | Shengni Wang, Yuxin Zhao, Wei Ma, Zhenjun Ma, Ryan Baker |
| 2020 | ICARCV | Integrated BLE and PDR Indoor Localization for Geo-Visualization Mobile Augmented Reality. | Baoding Zhou, Zhining Gu, Wei Ma, Xu Liu |
| 2020 | IJCNN | A Hybrid Paper Recommendation Method by Using Heterogeneous Graph and Metadata. | Hui Shi, Wei Ma, Xiaoliang Zhang, Junyan Jiang, Yanbing Liu, Shujuan Chen |
| 2019 | AIED | Towards Helping Teachers Select Optimal Content for Students. | Xiaotian Zou, Wei Ma, Zhenjun Ma, Ryan S. Baker |
| 2019 | ICIG | CNN-Based Stereoscopic Image Inpainting. | Shen Chen, Wei Ma, Yue Qin |
| 2019 | ICIP | Spatial Temporal Attentional Glimpse for Human Activity Classification in Video. | Jiangtao Kong, Rongchao Xu, Junliang Xing, Kai Li, Wei Ma |
| 2019 | ICTD | An interpretable produce price forecasting system for small and marginal farmers in India using collaborative filtering and adaptive nearest neighbors. | Wei Ma, Kendall Nowocin, Niraj Marathe, George H. Chen |
| 2018 | ICPR | Face Image Illumination Processing Based on Generative Adversarial Nets. | Wei Ma, Xiaohua Xie, Chong Yin, Jianhuang Lai |
| 2018 | VRST | Walking into ancient paintings with virtual candles. | Wei Ma, Qiuyuan Wang, Danqing Shi, Shuo Liu, Congxin Cheng, Qingyuan Shi, Qiong Li, Tong Li, Yingqing Xu |
| 2017 | BMVC | Efficent Traffic-Sign Recognition with Scale-aware CNN. | Yuchen Yang, Shuo Liu, Wei Ma, Qiuyuan Wang, Zheng Liu |
| 2017 | ICASSP | Double-bit quantization and weighting for nearest neighbor search. | Han Deng, Hongtao Xie, Wei Ma, Zhendong Mao, Chuan Zhou |
| 2017 | ICIG | A Robust 3D Video Watermarking Scheme Based on Multi-modal Visual Redundancy. | Congxin Cheng, Wei Ma, Yuchen Yang, Shiyang Zhang, Mana Zheng |
| 2017 | IECON | Control of bifurcation in the buck converter using novel resonant parametric perturbation. | Rui Zhang, Min Hu, Yihui Zhang, Wei Ma, Junhui Zhao |
| 2016 | IJCNN | Human action recognition based on discriminative supervoxels. | Yanan Guo, Wei Ma, Lijuan Duan, Qing En, Juncheng Chen |
| 2016 | Interspeech | An Adaptive Multi-Band System for Low Power Voice Command Recognition. | Qing He, Gregory W. Wornell, Wei Ma |
| 2016 | ISCC | A novel cooperative caching scheme for Content Centric Mobile Ad Hoc Networks. | Yinlong Liu, Dali Zhu, Wei Ma |
| 2015 | ISCC | A QoE-oriented scheduling scheme for HTTP streaming service in LTE system. | Yinlong Liu, Dali Zhu, Wei Ma, Lei Qian |
| 2015 | SIMULTECH | Error Modeling and Simulation for Directional Testing of Space Block. | Hongquan Wu, Guangling Dong, Chi He, Wei Ma, Jietao Xie, Ruibing Shi, Hongqiang Wei |
| 2014 | IJCNN | A combined model for scan path in pedestrian searching. | Lijuan Duan, Zeming Zhao, Wei Ma, Jili Gu, Zhen Yang, Yuanhua Qiao |
| 2013 | ICMLC | A novel service oriented approach of trustworthiness attestation in cloud computing. | Wei Ma, Ying Liu, Con-Gdong Lv |
| 2012 | AMIA | Towards Secure, Efficient and Standards-Based Medication Information Exchange between Patients and Physicians on Mobile Devices. | Kelly Zeng, Wei Ma, Andrew Rickert, Soma Lanka, John Kilbourne, Chris Hui, Stuart J. Nelson |
| 2012 | IGARSS | Temperature diurnal change of walls and the effect on modeling urban thermal anisotropy. | Hao Sun, Yunhao Chen, Wenfeng Zhan, Wei Ma |
| 2010 | ICMLC | The design and implementation of a malicious code behavior detecting model based on virtualization techology. | Wei Ma, Ming Wang, Bo Zhu |
| 2008 | ICIP | Decomposition of branching volume data by tip detection. | Wei Ma, Bo Xiang, Xiaopeng Zhang, Hongbin Zha |
| 2008 | ICPR | Convenient reconstruction of natural plants by images. | Wei Ma, Hongbin Zha |
| 2008 | ICPR | Image-based plant modeling by knowing leaves from their apexes. | Wei Ma, Hongbin Zha, Jia Liu, Xiaopeng Zhang, Bo Xiang |
| 2006 | ICNC | A Penalty-Based Evolutionary Algorithm for Constrained Optimization. | Yuping Wang, Wei Ma |
| 2004 | NOMS | Web Service Offerings Infrastructure (WSOI) - a management infrastructure for XML Web services. | Vladimir Tosic, Wei Ma, Bernard Pagurek, Babak Esfandiari |
| 2003 | CaiSE | Management Applications of the Web Service Offerings Language (WSOL). | Vladimir Tosic, Bernard Pagurek, Kruti Patel, Babak Esfandiari, Wei Ma |
| 1998 | PIMRC | A new design algorithm for integrated digital communications systems. | David G. Daut, Wei Ma |