| 2026 | KDD | CAVIAR: Disentangling Root Causes with an ICA-based VAE for Large-Scale Microservice Systems. | Xinrui Jiang, Tingzhu Bi, Meng Ma, Ping Wang |
| 2026 | KSEM | EvidITI: Enhancing RAG Robustness Through Inference-Time Intervention on Evidence-Seeking Attention Heads. | Chenhui Feng, Bohan Li, Ruilong Huang, Meng Ma, Yuhang Dai, Changjie Wang |
| 2026 | KSEM | What To Transfer: Refined Transfer Framework for Universal Cross-Domain Recommendation. | Yuanyang Zhang, Bohan Li, Meng Ma, Changjie Wang, Wenlong Wu, Min Tao |
| 2025 | ESORICS | GET-AID: Graph-Enhanced Transformer for Provenance-Based Advanced Persistent Threats Investigation and Detection. | Zhicheng Huang, Fengyuan Xu, Jiahong Yang, Wenting Li, Zonghua Zhang, Chenbin Zhang, Meng Ma, Ping Wang |
| 2024 | ACCV | Dual-Path Multimodal Optimal Transport for Composed Image Retrieval. | Cairong Yan, Meng Ma, Yanting Zhang, Yongquan Wan |
| 2024 | ICWS | G-Cause: Parameter-free Global Diagnosis for Hyperscale Web Service Infrastructures. | Xinrui Jiang, Yang Zhang, Tingzhu Bi, Xiangzhuang Shen, Yu Zhang, Yicheng Pan, Meng Ma, Linlin Han, Feng Wang, Xian Liu, Ping Wang |
| 2024 | KDD | FaultInsight: Interpreting Hyperscale Data Center Host Faults. | Tingzhu Bi, Yang Zhang, Yicheng Pan, Yu Zhang, Meng Ma, Xinrui Jiang, Linlin Han, Feng Wang, Xian Liu, Ping Wang |
| 2024 | SIGMETRICS | HEAL: Performance Troubleshooting Deep inside Data Center Hosts. | Yicheng Pan, Yang Zhang, Tingzhu Bi, Linlin Han, Yu Zhang, Meng Ma, Xiangzhuang Shen, Xinrui Jiang, Feng Wang, Xian Liu, Ping Wang |
| 2023 | IJCNN | ECANodule: Accurate Pulmonary Nodule Detection and Segmentation with Efficient Channel Attention. | Deng Luo, Qingyuan He, Meng Ma, Kun Yan, Defeng Liu, Ping Wang |
| 2023 | IJCNN | A Bidirectional Tree Tagging Scheme for Joint Medical Relation Extraction. | Xukun Luo, Weijie Liu, Meng Ma, Ping Wang |
| 2023 | WWW | Look Deep into the Microservice System Anomaly through Very Sparse Logs. | Xinrui Jiang, Yicheng Pan, Meng Ma, Ping Wang |
| 2022 | AMIA | Deep Learning-based Rare Disease Patient Classification Using Phenotypes. | Youngjun Kim, Yunchen Yang, Timmy O'Connell, Meng Ma, Xiang Zhou, Rong Chen |
| 2022 | EMNLP | Adaptive Graph Convolutional Network for Knowledge Graph Entity Alignment. | Renbo Zhu, Xukun Luo, Meng Ma, Ping Wang |
| 2022 | IJCNN | When Dynamic Causality Comes to Graph-Temporal Neural Network. | Haowei Wang, Yicheng Pan, Meng Ma, Ping Wang |
| 2022 | ISSRE | VECROsim: A Versatile Metric-oriented Microservice Fault Simulation System (Tools and Artifact Track). | Tingzhu Bi, Yicheng Pan, Xinrui Jiang, Meng Ma, Ping Wang |
| 2021 | AMIA | The Real-World Trend Analysis of Cancer Drugs Empowered by Natural Language Processing. | Meng Ma, Kyeryoung Lee, Yun Mai, Chris Gilman, Zongzhi Liu, Mingwei Zhang, Minghao Li, Arielle Redfern, Tommy Mullaney, Tony Prentice, Paul McDonagh, Qi Pan, William Oh, Rong Chen, Eric E. Schadt, Xiaoyan Wang |
| 2021 | ICASSP | Hierarchical Refined Attention for Scene Text Recognition. | Min Zhang, Meng Ma, Ping Wang |
| 2021 | IJCNN | Dyna-PTM: OD-enhanced GCN for Metro Passenger Flow Prediction. | Congjie He, Haowei Wang, Xinrui Jiang, Meng Ma, Ping Wang |
| 2021 | ISSTA | Faster, deeper, easier: crowdsourcing diagnosis of microservice kernel failure from user space. | Yicheng Pan, Meng Ma, Xinrui Jiang, Ping Wang |
| 2021 | PAKDD | RAGA: Relation-Aware Graph Attention Networks for Global Entity Alignment. | Renbo Zhu, Meng Ma, Ping Wang |
| 2020 | AISTATS | On the Convergence of SARAH and Beyond. | Bingcong Li, Meng Ma, Georgios B. Giannakis |
| 2020 | AMIA | DxTree: a visual analytics tool for hierarchical representation of disease cohort counts for clinical trials. | Mingwei Zhang, Zongzhi Liu, Meng Ma, Kyeryoung Lee, Yun Mai, Scott Jones, Chris Gilman, Ying Ru, Matthew Deitz, Yunrou Gong, Xiang Zhou, Krish Ghosh, Rong Chen, Eric E. Schadt, Xiaoyan Wang |
| 2020 | ICASSP | Preconditioning ADMM for Fast Decentralized Optimization. | Meng Ma, Georgios B. Giannakis |
| 2020 | ICWS | Lead Time-Aware Proactive Adaptation for Service-Oriented Systems. | Jingbin Zhang, Meng Ma, Ping Wang |
| 2020 | WWW | AutoMAP: Diagnose Your Microservice-based Web Applications Automatically. | Meng Ma, Jingmin Xu, Yuan Wang, Pengfei Chen, Zonghua Zhang, Ping Wang |
| 2019 | ICWS | MS-Rank: Multi-Metric and Self-Adaptive Root Cause Diagnosis for Microservice Applications. | Meng Ma, Weilan Lin, Disheng Pan, Ping Wang |
| 2019 | PIMRC | Hybrid Beamforming Design and Implementation for Mitigating Inter-cell Interference in Flexible Duplex Cellular System. | Lai Wei, Meng Ma, Zhiheng Guo, Yongqiang Fei, Bingli Jiao |
| 2018 | ACSSC | Graph-aware Weighted Hybrid ADMM for Fast Decentralized Optimization. | Meng Ma, Georgios B. Giannakis |
| 2018 | CCGRID | CloudRanger: Root Cause Identification for Cloud Native Systems. | Ping Wang, Jingmin Xu, Meng Ma, Weilan Lin, Disheng Pan, Yuan Wang, Pengfei Chen |
| 2018 | ICASSP | Fast Decentralized Learning Via Hybrid Consensus Admm. | Meng Ma, Athanasios N. Nikolakopoulos, Georgios B. Giannakis |
| 2018 | IPCCC | FacGraph: Frequent Anomaly Correlation Graph Mining for Root Cause Diagnose in Micro-Service Architecture. | Weilan Lin, Meng Ma, Disheng Pan, Ping Wang |
| 2018 | VTC | A Cooperative Power Control Scheme for Two-User Gaussian Interference Channel. | Liyuan Zhang, Meng Ma, Yongqiang Fei, Yiming Lei, Bingli Jiao |
| 2018 | UIC | Toward Ubiquitous Environment: An Scalable Framework for Autonomous Service Composition. | Jingbin Zhang, Peikai Zheng, Meng Ma, Ping Wang |
| 2017 | GLOBECOM | Game Theory Based Base Station Association for Flexible Duplex Networks. | Shuyi Tian, Meng Ma, Bingli Jiao |
| 2017 | ICPADS | MODE: A Context-Aware IoT Middleware Supporting On-Demand Deployment for Mobile Devices. | Wei He, Jingbin Zhang, Meng Ma, Ping Wang |
| 2017 | ICPADS | Event Description and Detection in Cyber-Physical Systems: An Ontology-Based Language and Approach. | Meng Ma, Ling Liu, Yangxin Lin, Disheng Pan, Ping Wang |
| 2017 | PSB | Identify Cancer Driver Genes Through Shared Mendelian Disease Pathogenic Variants and Cancer Somatic Mutations. | Meng Ma, Changchang Wang, Benjamin S. Glicksberg, Eric E. Schadt, Shuyu Dan Li, Rong Chen |
| 2017 | UIC | Discover the fingerprint of electrical appliance: Online appliance behavior learning and detection in smart homes. | Meng Ma, Weilan Lin, Jingbin Zhang, Ping Wang, Yuchen Zhou, Xiaoxing Liang |
| 2016 | GLOBECOM | Power Allocation for Full-Duplex Relay Networks: Secure Energy Efficiency Optimization. | Yingyang Chen, Li Wang, Meng Ma, Bingli Jiao |
| 2016 | IGARSS | Vibration estimation of synthetic aperture lidar based on division of inner view field by two detectors along track. | Xuan Hu, Daojing Li, Jianbo Du, Meng Ma, Jianwei Zhou |
| 2016 | VTC | A Hybrid Decode-and-Forward Relaying Scheme for Full Duplex Wireless Relay Networks. | Chang Liu, Meng Ma, Bingli Jiao |
| 2015 | IPCCC | Class-based delta-encoding for high-speed train data stream. | Yangxin Lin, Ping Wang, Jinlong Lin, Meng Ma, Ling Liu, Lin Ma |
| 2015 | ISMAR | Augmenting Mobile C-arm Fluoroscopes via Stereo-RGBD Sensors for Multimodal Visualization. | Sverine Habert, Meng Ma, Wadim Kehl, Xiang Wang, Federico Tombari, Pascal Fallavollita, Nassir Navab |
| 2015 | ISMAR | Natural User Interface for Ambient Objects. | Meng Ma, Kevin Merckx, Pascal Fallavollita, Nassir Navab |
| 2015 | ISMAR | RGB-D/C-arm Calibration and Application in Medical Augmented Reality. | Xiang Wang, Sverine Habert, Meng Ma, Chun-Hao Huang, Pascal Fallavollita, Nassir Navab |
| 2015 | PSB | An Integrative Pipeline for Multi-Modal Discovery of Disease Relationships. | Benjamin S. Glicksberg, Li Li, Wei-Yi Cheng, Khader Shameer, Jrg Hakenberg, Rafael Castellanos, Meng Ma, Lisong Shi, Hardik Shah, Joel T. Dudley, Rong Chen |
| 2015 | UIC | From Complex Event Processing to Cognitive Event Processing: Approaches, Challenges, and Opportunities. | Jun Yang, Meng Ma, Ping Wang, Ling Liu |
| 2014 | ICNC | Construction of linear dynamic gene regulatory network based on feedforward neural network. | Longlong Liu, Maojuan Liu, Meng Ma |
| 2014 | VR | An AR edutainment system supporting bone anatomy learning. | Philipp Stefan, Patrick Wucherer, Yuji Oyamada, Meng Ma, Alexander Schoch, Motoko Kanegae, Naoki Shimizu, Tatsuya Kodera, Sebastien Cahier, Matthias Weigl, Maki Sugimoto, Pascal Fallavollita, Hideo Saito, Nassir Navab |
| 2013 | ISMAR | Kinect for interactive AR anatomy learning. | Meng Ma, Pascal Fallavollita, Tobias Blum, Ulrich Eck, Christian Sandor, Simon Weidert, Jens Waschke, Nassir Navab |
| 2012 | CloudCom | User-driven cloud transportation system for smart driving. | Meng Ma, Yu Huang, Chao-Hsien Chu, Ping Wang |
| 2012 | GLOBECOM | Interference-avoidance pilot design using ZCZ sequences for multi-cell MIMO-OFDM systems. | Rongqing Zhang, Xiang Cheng, Meng Ma, Bingli Jiao |
| 2011 | GLOBECOM | Interference Alignment with Differential Feedback for Time-Correlated MIMO Channels. | Leiming Zhang, Lingyang Song, Meng Ma, Bingli Jiao |
| 2010 | GLOBECOM | On the Minimum Differential Feedback for Time-Correlated MIMO Rayleigh Block-Fading Channels. | Leiming Zhang, Lingyang Song, Meng Ma, Bingli Jiao |
| 2009 | VTC | Studies on Spectral Efficiency of the CDD System. | Xiaolu Jin, Meng Ma, Bingli Jiao, William C. Y. Lee |
| 2007 | VTC | A Dual-Window Technique for Reducing Frequency Offset Sensitivity of OFDM. | Meng Ma, Hongbing Cheng, Bingli Jiao, William C. Y. Lee |
| 2007 | VTC | A Study on Segmented Data Rates for System Capacity. | Yuli Yang, Meng Ma, Hongbing Cheng, Bingli Jiao, William C. Y. Lee |
| 2006 | VTC | A Perturbation Method for Decoding of LDPC Aided by CRC. | Chunlei Lin, Dongliang Xiao, Hongbing Cheng, Meng Ma, Bingli Jiao |
| 2006 | VTC | A Capacity Comparison Between MC-CDMA and CP-CDMA. | Meng Ma, Yuli Yang, Hongbing Cheng, Bingli Jiao |