| 2026 | ESANN | Task-Specific Efficiency Analysis: When Small Language Models Outperform Large Language Models. | Jinghan Cao, Yu Ma, Xinjin Li, Qingyang Ren, Xiangyun Chen |
| 2026 | ICPR | MOSAIC: Orchestrating Collaborative Knowledge Tracing with Hierarchical Semantic Alignment. | Xinjin Li, Mengyue Wang, Yuzhen Lin, Pengbin Feng, Ziqi Sha, Yeyang Zhou, Yu Ma |
| 2025 | EMNLP | Bridging the Editing Gap in LLMs: FineEdit for Precise and Targeted Text Modifications. | Yiming Zeng, Wanhao Yu, Zexin Li, Tao Ren, Yu Ma, Jinghan Cao, Xiyan Chen, Tingting Yu |
| 2025 | ICCD | CHQ-SC: Compact and High-Quality Stochastic Computing Framework Using Magnetic Tunnel Junction. | Yu Ma, Jianmin Zhang, Yan Sun, Siqing Fu |
| 2025 | ICIG | SC-DSE-nnUNet: An Efficient Hippocampus MRI Segmentation Method. | Bowen Xiao, Yu Ma |
| 2025 | ISNN | Recurrent Neurodynamics Models for Computation of Wireless Sensor Network Nodes Localization. | Shuqiao Wang, Yu Ma, Duoliang Han |
| 2025 | ISNN | An Energy Efficient Optimization Framework for Spiking Neural Networks Using Error-Resilient Approximation Techniques. | Weikang Xu, Yan Sun, Jianmin Zhang, Zhiqiang Wen, Yu Ma |
| 2025 | ISVC | CATCH: A Modular Cross-Domain Adaptive Template with Hook. | Xinjin Li, Yulie Lu, Jinghan Cao, Yu Ma, Zhenglin Li, Yeyang Zhou |
| 2024 | ACL | Exploring Mathematical Extrapolation of Large Language Models with Synthetic Data. | Haolong Li, Yu Ma, Yinqi Zhang, Chen Ye, Jie Chen |
| 2023 | DATE | A Speed- and Energy-Driven Holistic Training Framework for Sparse CNN Accelerators. | Yuanchen Qu, Yu Ma, Pingqiang Zhou |
| 2023 | ICASSP | Federated Intelligent Terminals Facilitate Stuttering Monitoring. | Yongzi Yu, Wanyong Qiu, Chen Quan, Kun Qian, Zhihua Wang, Yu Ma, Bin Hu, Bjrn W. Schuller, Yoshiharu Yamamoto |
| 2023 | ICDM | Discovering the Cognition behind Language: Financial Metaphor Analysis with MetaPro. | Rui Mao, Kelvin Du, Yu Ma, Luyao Zhu, Erik Cambria |
| 2023 | QRS | Performance Optimization for Information Sharing Process of BlockIoV Based on Multi-Objective Particle Swarm. | Xin Gu, Xingya Wang, Yu Ma, Zhenyu Chen, Song Huang |
| 2022 | ACII | When Traditional Chinese Medicine Meets AI: A Novel Depression Treatment Paradigm based on Transcutaneous Vagus Nerve Stimulation. | Lixian Zhu, Chang Yan, Xiaokun Jin, Fuze Tian, Yanan Zhao, Yu Ma, Yeqi Jia, Qunxi Dong, Peijing Rong, Kun Qian, Bin Hu |
| 2022 | ASPDAC | Thermal-Aware Layout Optimization and Mapping Methods for Resistive Neuromorphic Engines. | Chengrui Zhang, Yu Ma, Pingqiang Zhou |
| 2022 | KDD | Non-stationary Time-aware Kernelized Attention for Temporal Event Prediction. | Yu Ma, Zhining Liu, Chenyi Zhuang, Yize Tan, Yi Dong, Wenliang Zhong, Jinjie Gu |
| 2021 | ASPDAC | Efficient Techniques for Training the Memristor-based Spiking Neural Networks Targeting Better Speed, Energy and Lifetime. | Yu Ma, Pingqiang Zhou |
| 2021 | EWSN | Poster: A Real-time Social Distance Measurement and Record System for COVID-19. | Weijun Wang, Tingting Yuan, Minghao Han, Meng Li, Han Zhang, Yu Ma, Sripriya Srikant Adhatarao, Xiaoming Fu |
| 2020 | ICPP | Reliability Augmentation of Requests with Service Function Chain Requirements in Mobile Edge-Cloud Networks. | Weifa Liang, Yu Ma, Wenzheng Xu, Xiaohua Jia, Sid Chi-Kin Chau |
| 2019 | ICDCS | Online NFV-Enabled Multicasting in Mobile Edge Cloud Networks. | Yu Ma, Weifa Liang, Jie Wu |
| 2019 | ICIP | Improving Human Parsing by Extracting Global Information Using the Non-Local Operation. | Tianpeng Li, Weitao Wan, Yiqing Huang, Jiansheng Chen, Chunhua Hu, Yu Ma |
| 2019 | INFOCOM | Mobility-Aware Delay-Sensitive Service Provisioning for Mobile Edge Computing. | Yu Ma, Weifa Liang, Song Guo |
| 2018 | AAAI | Using Digital Purchasing Data to Generate Public Health Evidence: Learning Unhealthy Beverage Demand from Grocery Transaction Data. | Hiroshi Mamiya, Xing Han L, Yu Ma, David L. Buckeridge |
| 2018 | GLOBECOM | Profit Maximization of NFV-Enabled Request Admissions in SDNs. | Yu Ma, Weifa Liang, Meitian Huang, Song Guo |
| 2017 | CHI | Factors that Help and Hinder a Daily Weighing and Reporting Behavior. | Catalina Danis, Katherine Vogt, Justin D. Weisz, Yu Ma, Russell Olsen |
| 2017 | GLOBECOM | Throughput Maximization of NFV-Enabled Unicasting in Software-Defined Networks. | Mike Jia, Weifa Liang, Meitian Huang, Zichuan Xu, Yu Ma |
| 2016 | IGARSS | GeoGateway: A system for analysis of UAVSAR data products. | Andrea Donnellan, Jay Parker, Margaret T. Glasscoe, Robert A. Granat, Marlon E. Pierce, Jun Wang, Yu Ma, Lisa Grant Ludwig, John B. Rundle |
| 2015 | HPCC | Privacy Preserving Back-Propagation Based on BGV on Cloud. | Fanyu Bu, Yu Ma, Zhikui Chen, Han Xu |
| 2014 | WCNC | Classification-based approach for cell outage detection in self-healing heterogeneous networks. | Wenqian Xue, Mugen Peng, Yu Ma, Hengzhi Zhang |
| 2014 | SIGMOD | Enabling Time-Dependent Uncertain Eco-Weights For Road Networks. | Yu Ma, Bin Yang, Christian S. Jensen |
| 2013 | PIMRC | A resource allocation algorithm using compensation timeslot for self-healing in heterogeneous networks. | Yu Ma, Xiaodong Ji, Jiamo Jiang, Wenqian Xue |
| 2013 | WCNC | A dynamic affinity propagation clustering algorithm for cell outage detection in self-healing networks. | Yu Ma, Mugen Peng, Wenqian Xue, Xiaodong Ji |
| 2012 | PRICAI | τε2asp : Implementing $\mathcal{TE}$ via Answer Set Programming. | Hai Wan, Yu Ma, Zhanhao Xiao, Yuping Shen |
| 2011 | ICIG | Segmenting the Subthalamic Nucleus Using Narrow Band Limited Variational Level Set Method. | Cong Xia, Jiansheng Chen, Chunhua Hu, Guangda Su, Hongwei Hao, Yu Ma |
| 2010 | CloudCom | Building a Distributed Block Storage System for Cloud Infrastructure. | Xiaoming Gao, Yu Ma, Marlon E. Pierce, Mike Lowe, Geoffrey C. Fox |
| 2008 | ICONIP | A Neural Oscillation Model for Contour Separation in Color Images. | Yu Ma, Xiaodong Gu, Yuanyuan Wang |
| 2007 | HPDC | Empowering distributed workflow with the data capacitor: maximizing lustre performance across the wide area network. | Stephen C. Simms, Gregory G. Pike, Scott Teige, Bret Hammond, Yu Ma, Larry L. Simms, C. Westneat, Douglas A. Balog |
| 2007 | ICNC | Contour Detection Based on Self-Organizing Feature Clustering. | Yu Ma, Xiaodong Gu, Yuanyuan Wang |
| 2006 | CBMS | A Noninvasive Auto-Estimation System for Hemodynamic Parameters of Pulmonary Circulation. | Yu Ma, Yuanyuan Wang, Xiaodong Cai, Weiqi Wang, Yuqi Zhang, Shubao Chen |
| 2006 | ISNN | A New Color Blindness Cure Model Based on BP Neural Network. | Yu Ma, Xiaodong Gu, Yuanyuan Wang |