| 2026 | COMPSAC | Rethinking the Web Infrastructure for Agents. | Yun Ma |
| 2026 | EACL | DRAGON: Domain-specific Robust Automatic Data Generation for RAG Optimization. | Haiyang Shen, Hang Yan, Zhongshi Xing, Mugeng Liu, Yue Li, Zhiyang Chen, Yuxiang Wang, Jiuzheng Wang, Yun Ma |
| 2026 | FCCM | Reconfigurable Computing Challenge: FPGA-Based WebAssembly Stack Co-Processor. | Qiuping Wu, Mugeng Liu, Yixuan Zhang, Hongxiao Zhao, Yihan Fu, Gang Huang, Yun Ma, Bonan Yan |
| 2026 | WWW | WAB: Overcoming Memory, Network, and Security Walls in Native Agentic Browsers with WebAssembly. | Mugeng Liu, Shuoqi Li, Qi Yang, Yun Ma |
| 2026 | WWW | LaTune: Lightweight and Adaptive Configuration Tuning for LLM Inference on Edge Devices. | Siqi Zhong, Mugeng Liu, Haiyang Shen, Chongyang Pan, Yun Ma |
| 2026 | SIGIR | MCP-Focus: Leveraging Function-Oriented Document Enhancement for MCP Server Retrieval. | Wenchun Jing, Haiyang Shen, Haoran Wang, Qi Liu, Ningyuan Li, Chaoran Luo, Ning Zhang, Yun Ma |
| 2025 | ACL | Personality-Guided Code Generation Using Large Language Models. | Yaoqi Guo, Zhenpeng Chen, Jie M. Zhang, Yang Liu, Yun Ma |
| 2025 | ACL | LLM-Powered Test Case Generation for Detecting Bugs in Plausible Programs. | Kaibo Liu, Zhenpeng Chen, Yiyang Liu, Jie M. Zhang, Mark Harman, Yudong Han, Yun Ma, Yihong Dong, Ge Li, Gang Huang |
| 2025 | ICLR | ShortcutsBench: A Large-Scale Real-world Benchmark for API-based Agents. | Haiyang Shen, Yue Li, Desong Meng, Dongqi Cai, Sheng Qi, Li Zhang, Mengwei Xu, Yun Ma |
| 2025 | ICWS | Scheduling Strategy for Deep Learning Training Jobs Based on Multi-Resource Interleaving. | Yuheng Zheng, Jienan Lin, Xing Chen, Bin Lin, Yun Ma |
| 2025 | WWW | WeInfer: Unleashing the Power of WebGPU on LLM Inference in Web Browsers. | Zhiyang Chen, Yun Ma, Haiyang Shen, Mugeng Liu |
| 2025 | WWW | GL2GPU: Accelerating WebGL Applications via Dynamic API Translation to WebGPU. | Yudong Han, Weichen Bi, Ruibo An, Deyu Tian, Qi Yang, Yun Ma |
| 2025 | SIGIR | WebANNS: Fast and Efficient Approximate Nearest Neighbor Search in Web Browsers. | Mugeng Liu, Siqi Zhong, Qi Yang, Yudong Han, Xuanzhe Liu, Yun Ma |
| 2024 | CCGRID | Demystifying Swarm Learning: An Emerging Decentralized Federated Learning System. | Jialiang Han, Yudong Han, Ying Zhang, Xiang Jing, Yun Ma |
| 2024 | ICWS | A Blockchain-Based Trust Framework for Service-Oriented Architecture. | Hanlin Chen, Yan Chen, Bing Lin, Xing Chen, Yun Ma, Gang Huang |
| 2024 | ICWS | MeDiC: Metasearch Service on Distributed Confidential Data. | Wenchun Jing, Jingru Yang, Yun Ma, Yi Liu, Chaoran Luo |
| 2024 | MSR | TrickyBugs: A Dataset of Corner-case Bugs in Plausible Programs. | Kaibo Liu, Yudong Han, Yiyang Liu, Jie M. Zhang, Zhenpeng Chen, Federica Sarro, Gang Huang, Yun Ma |
| 2024 | WWW | FusionRender: Harnessing WebGPU's Power for Enhanced Graphics Performance on Web Browsers. | Weichen Bi, Yun Ma, Yudong Han, Yifan Chen, Deyu Tian, Jiaqi Du |
| 2024 | WWW | AI-based Prediction of Catheter-related Thrombosis Risk for Cancer Patients. | Yaoqi Guo, Yun Ma, Zijian Shao, Weichen Bi, Yanfeng Wang |
| 2024 | WISE | Web-Based AI Assistant for Medical Imaging: A Case Study on Predicting Spontaneous Preterm Birth via Ultrasound Images. | Weichen Bi, Zijian Shao, Yudong Han, Jiaqi Du, Yuan Wei, Lijuan Guo, Tianchen Wu, Shuang Li, Yun Ma |
| 2023 | ASPLOS | Disaggregated RAID Storage in Modern Datacenters. | Junyi Shu, Ruidong Zhu, Yun Ma, Gang Huang, Hong Mei, Xuanzhe Liu, Xin Jin |
| 2023 | CHI | Blooming: Changing Laundry Habits and Opening Windows to Brighter Cities. | Yun Ma, Ya-Chi Chang, Zhuoyi Cui, Dylan Rothwell, Anna Bykoriz |
| 2023 | ICSOC | Niagara: Scheduling DNN Inference Services on Heterogeneous Edge Processors. | Daliang Xu, Qing Li, Mengwei Xu, Kang Huang, Gang Huang, Shangguang Wang, Xin Jin, Yun Ma, Xuanzhe Liu |
| 2023 | ICWS | ADPal: Automatic Detection of Troubled Users in Online Service Systems via Page Access Logs. | Haiyang Shen, Yun Ma, Yue Li, Xiaoling Wang, Deyu Tian, Tong Jia, Tengfei He, Shenghua Luo |
| 2023 | ISIT | On the best approximation by finite Gaussian mixtures. | Yun Ma, Yihong Wu, Pengkun Yang |
| 2023 | ISSTA | Who Judges the Judge: An Empirical Study on Online Judge Tests. | Kaibo Liu, Yudong Han, Jie M. Zhang, Zhenpeng Chen, Federica Sarro, Mark Harman, Gang Huang, Yun Ma |
| 2023 | WWW | Demystifying Mobile Extended Reality in Web Browsers: How Far Can We Go? | Weichen Bi, Yun Ma, Deyu Tian, Qi Yang, Mingtao Zhang, Xiang Jing |
| 2022 | ICSE | PROMAL: Precise Window Transition Graphs for Android via Synergy of Program Analysis and Machine Learning. | Changlin Liu, Hanlin Wang, Tianming Liu, Diandian Gu, Yun Ma, Haoyu Wang, Xusheng Xiao |
| 2022 | MOBICOM | Mandheling: mixed-precision on-device DNN training with DSP offloading. | Daliang Xu, Mengwei Xu, Qipeng Wang, Shangguang Wang, Yun Ma, Kang Huang, Gang Huang, Xin Jin, Xuanzhe Liu |
| 2022 | Mobisys | Parallelizing DNN inference in mobile web browsers on heterogeneous hardware. | Deyu Tian, Haiyang Shen, Yun Ma |
| 2022 | Mobisys | Adaptive compression of 3D models for mobile web apps. | Qi Yang, Xinran Dong, Xiuqi Cao, Yun Ma |
| 2022 | WWW | A Comprehensive Benchmark of Deep Learning Libraries on Mobile Devices. | Qiyang Zhang, Xiang Li, Xiangying Che, Xiao Ma, Ao Zhou, Mengwei Xu, Shangguang Wang, Yun Ma, Xuanzhe Liu |
| 2021 | EMNLP | Collaborative Learning of Bidirectional Decoders for Unsupervised Text Style Transfer. | Yun Ma, Yangbin Chen, Xudong Mao, Qing Li |
| 2021 | EMNLP | Exploring Non-Autoregressive Text Style Transfer. | Yun Ma, Qing Li |
| 2021 | ICDE | Multi-Facet Recommender Networks with Spherical Optimization. | Yanchao Tan, Carl Yang, Xiangyu Wei, Yun Ma, Xiaolin Zheng |
| 2021 | WWW | DeepRec: On-device Deep Learning for Privacy-Preserving Sequential Recommendation in Mobile Commerce. | Jialiang Han, Yun Ma, Qiaozhu Mei, Xuanzhe Liu |
| 2021 | SIGCOMM | Cost-effective data analytics across multiple cloud regions. | Junyi Shu, Xin Jin, Yun Ma, Xuanzhe Liu, Gang Huang |
| 2020 | ICPR | MetaMix: Improved Meta-Learning with Interpolation-based Consistency Regularization. | Yangbin Chen, Yun Ma, Tom Ko, Jianping Wang, Qing Li |
| 2020 | IJCNN | Mixing Up Real Samples and Adversarial Samples for Semi-Supervised Learning. | Yun Ma, Xudong Mao, Yangbin Chen, Qing Li |
| 2019 | CIKM | LinkRadar: Assisting the Analysis of Inter-app Page Links via Transfer Learning. | Diandian Gu, Ziniu Hu, Shangchen Du, Yun Ma |
| 2019 | ICDCS | Software-Defined Infrastructure for Decentralized Data Lifecycle Governance: Principled Design and Open Challenges. | Gang Huang, Chaoran Luo, Kaidong Wu, Yun Ma, Ying Zhang, Xuanzhe Liu |
| 2019 | ICWS | A First Look at Instant Service Consumption with Quick Apps on Mobile Devices. | Yi Liu, Enze Xu, Yun Ma, Xuanzhe Liu |
| 2019 | ISPA | Self-Adaptive Resource Management Framework for Software Services in Cloud. | Haijiang Wang, Yun Ma, Xianghan Zheng, Xing Chen, Longkun Guo |
| 2019 | WWW | Moving Deep Learning into Web Browser: How Far Can We Go? | Yun Ma, Dongwei Xiang, Shuyu Zheng, Deyu Tian, Xuanzhe Liu |
| 2019 | WISE | Generating Adversarial Examples by Adversarial Networks for Semi-supervised Learning. | Yun Ma, Xudong Mao, Yangbin Chen, Qing Li |
| 2019 | WSDM | FaceOff: Assisting the Manifestation Design of Web Graphical User Interface. | Shuyu Zheng, Ziniu Hu, Yun Ma |
| 2019 | RTAS | PIFA: An Intelligent Phase Identification and Frequency Adjustment Framework for Time-Sensitive Mobile Computing. | Xia Zhang, Xusheng Xiao, Liang He, Yun Ma, Yangyang Huang, Xuanzhe Liu, Wenyao Xu, Cong Liu |
| 2018 | APWEB | Abstractive Summarization with the Aid of Extractive Summarization. | Yangbin Chen, Yun Ma, Xudong Mao, Qing Li |
| 2018 | ICDCS | Rethinking Resource Management in Mobile Web: Measurement, Deployment, and Runtime. | Xuanzhe Liu, Yun Ma, Felix Xiaozhu Lin |
| 2018 | WWW | Aladdin: Automating Release of Deep-Link APIs on Android. | Yun Ma, Ziniu Hu, Yunxin Liu, Tao Xie, Xuanzhe Liu |
| 2017 | ICSE | Aladdin: automating release of Android deep links to in-app content. | Yun Ma, Xuanzhe Liu, Ziniu Hu, Dian Yang, Gang Huang, Yunxin Liu, Tao Xie |
| 2017 | WWW | AppHolmes: Detecting and Characterizing App Collusion among Third-Party Android Markets. | Mengwei Xu, Yun Ma, Xuanzhe Liu, Felix Xiaozhu Lin, Yunxin Liu |
| 2017 | WISE | Event Cube - A Conceptual Framework for Event Modeling and Analysis. | Qing Li, Yun Ma, Zhenguo Yang |
| 2016 | DASFAA | Learning Manifold Representation from Multimodal Data for Event Detection in Flickr-Like Social Media. | Zhenguo Yang, Qing Li, Wenyin Liu, Yun Ma |
| 2015 | COMPSAC | Carpet: Automating Collaborative Web-Based Process across Multiple Devices by Capture-and-Replay. | Yun Ma, Xuanzhe Liu, Zhen Huang, Hong Mei |
| 2015 | ICDE | An SVD-based Multimodal Clustering method for Social Event Detection. | Yun Ma, Qing Li, Zhenguo Yang, Zheng Lu, Haiwei Pan, Antoni B. Chan |
| 2015 | ICWS | Characterizing RESTful Web Services Usage on Smartphones: A Tale of Native Apps and Web Apps. | Yi Liu, Xuanzhe Liu, Yun Ma, Yunxin Liu, Zibin Zheng, Gang Huang, M. Brian Blake |
| 2015 | ICWS | Mash Droid: An Approach to Mobile-Oriented Dynamic Services Discovery and Composition by In-App Search. | Yun Ma, Xuanzhe Liu, Meihua Yu, Yunxin Liu, Qiaozhu Mei, Feng Feng |
| 2015 | WWW | Measurement and Analysis of Mobile Web Cache Performance. | Yun Ma, Xuanzhe Liu, Shuhui Zhang, Ruirui Xiang, Yunxin Liu, Tao Xie |
| 2014 | ICWS | A Graph-Based Approach to Assisting Creation of Mobile Web Applications. | Yun Ma, Xuan Lu, Yuchong Luo, Xuanzhe Liu |
| 2013 | Middleware | MobiTran: tool support for refactoring PC websites to smart phones. | Yun Ma, Yimeng Fang, Xiaomin Zhu, Xuanzhe Liu, Gang Huang |