| 2026 | ACL | Private Seeds, Public LLMs: Realistic and Privacy-Preserving Synthetic Data Generation. | Qian Ma, Sarah Rajtmajer |
| 2026 | ACL | Ground Then Rank: Revisiting Knowledge-Based VQA with Training-Free Entity Identification. | Qian Ma, Qiong Wu, Zhengyi Zhou, Yao Ma |
| 2026 | HCI | Study on Self-Adjusting Aesthetic Theory from the Perspective of Bie-Modernist Cultural Computing (BCC). | Zhe Peng, Xiaozhen Wang, Qian Ma |
| 2025 | APWEB | TimeMultiformer: Attention-Based Collaborative Feature and Temporal Dependencies Learning for Multivariate Time Series Imputation. | Zhaoqin Wang, Qian Ma, Hui Li, Qiao Ning, Furui Zhan, Shikai Guo |
| 2025 | HCI | A Study on Teaching Strategy for Digital Programming Technology Courses Based on the UTAUT and Programming Tool. | Hong Yun, Qian Ma |
| 2025 | IROS | LaneMind: Seeing Lanes Like Human Drivers. | Zhengyan Qian, Qian Ma |
| 2025 | VTC | Optimal Pricing and Resource Configuration for GPU-accelerated Services in Computing Markets. | Zihe Wang, Shijia Huang, Qian Ma, Xu Chen |
| 2025 | VTC | Online Model Retraining and Instance Allocation in Edge Computing Networks. | Fan Yang, Qian Ma, Shimin Gong |
| 2025 | SIGCOMM | TLadder: QoE-Centric Video Ladder Optimization with Playback Feedback at Billion Scale. | Zhuqi Li, He Liu, Shenglan Huang, Baojin Geng, Jack Chen, Jialin Chen, Liyang Sun, Qianyun Ma, Peizhe Liu, Junjun Zhao, Yiting Liao, Jamie Chen, Qian Ma, Qiang Ma, Feng Qian |
| 2025 | WiOpt | Trading Fresh Data with Correlation. | Junyi He, Meng Zhang, Qian Ma, Jianwei Huang |
| 2024 | INFOCOM | Smart Data-Driven Proactive Push to Edge Network for User-Generated Videos. | Xiaoteng Ma, Qing Li, Junkun Peng, Gareth Tyson, Ziwen Ye, Shisong Tang, Qian Ma, Shengbin Meng, Gabriel-Miro Muntean |
| 2024 | KSEM | Profit Maximization in Edge-Enabled Multimedia Data Market: A Game-Based Pricing Approach. | Bo Shen, Qian Ma, Gang Yang, Ru Wang |
| 2024 | NPC | Efficient Task Offloading in MEC via UAV-UGV Collaboration. | Tianchi Su, Qian Ma |
| 2024 | USENIX | KEPC-Push: A Knowledge-Enhanced Proactive Content Push Strategy for Edge-Assisted Video Feed Streaming. | Ziwen Ye, Qing Li, Chunyu Qiao, Xiaoteng Ma, Yong Jiang, Qian Ma, Shengbin Meng, Zhenhui Yuan, Zili Meng |
| 2023 | CIKM | Rethinking Sensors Modeling: Hierarchical Information Enhanced Traffic Forecasting. | Qian Ma, Zijian Zhang, Xiangyu Zhao, Haoliang Li, Hongwei Zhao, Yiqi Wang, Zitao Liu, Wanyu Wang |
| 2023 | CIKM | PromptST: Prompt-Enhanced Spatio-Temporal Multi-Attribute Prediction. | Zijian Zhang, Xiangyu Zhao, Qidong Liu, Chunxu Zhang, Qian Ma, Wanyu Wang, Hongwei Zhao, Yiqi Wang, Zitao Liu |
| 2023 | IGARSS | A Spaceborne SAR Raw Data Simulation Method for Urban Scenes. | Jia Deng, Runzhi Jiao, Yaquan Han, Chuxin Wang, Qian Ma, Haifeng Huang |
| 2023 | KDD | Counterfactual Video Recommendation for Duration Debiasing. | Shisong Tang, Qing Li, Dingmin Wang, Ci Gao, Wentao Xiao, Dan Zhao, Yong Jiang, Qian Ma, Aoyang Zhang |
| 2023 | MMSys | QUTY: Towards Better Understanding and Optimization of Short Video Quality. | Haodan Zhang, Yixuan Ban, Zongming Guo, Zhimin Xu, Qian Ma, Yue Wang, Xinggong Zhang |
| 2023 | WiOpt | How to Price Fresh Data with Strategic Users. | Junyi He, Meng Zhang, Qian Ma, Jianwei Huang |
| 2022 | WWW | Knowledge-based Temporal Fusion Network for Interpretable Online Video Popularity Prediction. | Shisong Tang, Qing Li, Xiaoteng Ma, Ci Gao, Dingmin Wang, Yong Jiang, Qian Ma, Aoyang Zhang, Hechang Chen |
| 2021 | MOBIHOC | User Distributions in Shard-based Blockchain Network: Queueing Modeling, Game Analysis, and Protocol Design. | Canhui Chen, Qian Ma, Xu Chen, Jianwei Huang |
| 2021 | WWW | MulDE: Multi-teacher Knowledge Distillation for Low-dimensional Knowledge Graph Embeddings. | Kai Wang, Yu Liu, Qian Ma, Quan Z. Sheng |
| 2021 | WiOpt | Edgeconomics: Price Competition and Selfish Computation Offloading in Multi-Server Edge Computing Networks. | Ziya Chen, Qian Ma, Lin Gao, Xu Chen |
| 2021 | WiOpt | Optimal Fresh Data Sampling and Trading. | Junyi He, Qian Ma, Meng Zhang, Jianwei Huang |
| 2020 | IECON | Electrified Railway Traction Load Prediction Based on Deep Learning. | Qian Ma, Yishuang Peng, Pei Luo, Qianru Li, Jihao Sun, Hao Wang |
| 2020 | SENSYS | Work in Progress: Intelligent Metasurface Holograms. | Che Liu, Qian Ma, Lianlin Li, Tie Jun Cui |
| 2019 | AINA | Terminal Access Data Anomaly Detection Based on Random Forest for Power User Electric Energy Data Acquisition System. | Xiaobing Liang, Bing Zhao, Qian Ma, Bang Sun, Baojiang Cui |
| 2019 | GLOBECOM | A 5G 24-30 GHz 2x32 Element Dual-Polarized Dual-Beam Phased Array Base-Station for 2x2 MIMO System. | Qian Ma, Hyunchul Chung, Yusheng Yin, Tumay Kanar, Samet Zihir, Gabriel M. Rebeiz |
| 2019 | ICDE | Order-Sensitive Imputation for Clustered Missing Values (Extended Abstract). | Qian Ma, Yu Gu, Wang-Chien Lee, Ge Yu |
| 2019 | IGARSS | Multiclass Oriented Ship Localization and Recognition In High Resolution Remote Sensing Images. | Jiachi Sun, Huanxin Zou, Zhipeng Deng, Xu Cao, Meilin Li, Qian Ma |
| 2019 | IECON | Multi-scenario Capacity Optimization Design of Railway Power Conditioner Considering Load Uncertainty. | Pei Luo, Qianru Li, Qian Ma |
| 2019 | IECON | Performance Improvement of Two-Phase Stationary-Frame-Based Enhanced PLL by Using Multiple Delayed Signal Cancellation Filters. | Qian Ma, Yuting Wang, Pei Luo |
| 2019 | MOBIHOC | DECO: Joint Computation, Caching and Forwarding in Data-Centric Computing Networks. | Khashayar Kamran, Edmund Yeh, Qian Ma |
| 2019 | MOBIHOC | How Bad is Selfish Caching? | Qian Ma, Edmund Yeh, Jianwei Huang |
| 2018 | MOBIHOC | Dynamic Pricing in the Presence of Participation-Dependent Social Learning. | Qian Ma, Biying Shou, Jianwei Huang, Tamer Basar |
| 2017 | EDBT | An Effective and Efficient Truth Discovery Framework over Data Streams. | Tianyi Li, Yu Gu, Xiangmin Zhou, Qian Ma, Ge Yu |
| 2016 | CEC | Integrating demand response into electricity market. | Zixu Liu, Xiao-Jun Zeng, Qian Ma |
| 2016 | WiOpt | A contract-based incentive mechanism for crowdsourced wireless community networks. | Qian Ma, Lin Gao, Ya-Feng Liu, Jianwei Huang |
| 2015 | WiOpt | A game-theoretic analysis of user behaviors in crowdsourced wireless community networks. | Qian Ma, Lin Gao, Ya-Feng Liu, Jianwei Huang |
| 2014 | ICNC | A novel method for image clustering. | Zhongtang Zhao, Qian Ma |
| 2014 | NOMS | M2M facilitated wireless network coverage management and real-time monitoring. | Jizheng Zhang, Lin Yang, Qian Ma, Wei Sun, Wei Zhao |
| 2013 | SMC | Learning Customer Behaviour under Real-Time Pricing in the Smart Grid. | Fan-Lin Meng, Xiao-Jun Zeng, Qian Ma |
| 2013 | TASE | Integration of Linear Constraints with a Temporal Logic Programming Language. | Qian Ma, Zhenhua Duan, Mengfei Yang |
| 2012 | CIS | A Simulation Platform for RFID Application Deployment Supporting Multiple Scenarios. | Tiancheng Zhang, Yifang Yin, Dejun Yue, Qian Ma, Ge Yu |
| 2009 | IM | A user-centric network management framework for high-density Wireless LANs. | Yanfeng Zhu, Qian Ma, Chatschik Bisdikian, Chun Ying |
| 2009 | IPAS | Precision feature point tracking method using a drift-correcting template update strategy. | Xiaoming Peng, Qian Ma, Qiheng Zhang, Wufan Chen, Zhiyong Xu |
| 2009 | ISDA | Design and Implementation of Distributed Intelligent Firewall Based on IPv6. | Qian Ma, Yingxu Lai, Guangzhi Jiang |
| 2008 | ICWS | A Semantic QoS-Aware Discovery Framework for Web Services. | Qian Ma, Hao Wang, Ying Li, Guotong Xie, Feng Liu |
| 2008 | NOMS | Automatic model-based service hosting environment migration. | Liang Liu, Ying Li, Qian Ma, Kewei Sun, Ying Chen, Hao Wang |
| 2008 | NOMS | A comprehensive semantic-based resource allocation framework for workflow management systems. | Chong Wang, Zhile Zou, Qian Ma, Ru Fang, Hao Wang |
| 2007 | CIDM | 0-SM: A fast algorithm for mining Candidate Clusters in Pattern-based Clustering. | Jingfeng Guo, Qian Ma, Hanfeng Liu |
| 2007 | ICSOC | Research and Implementation of Knowledge-Enhanced Information Services. | Bo Yang, Hao Wang, Liang Liu, Qian Ma, Ying Chen, Hui Lei |
| 2006 | CISS | Antenna Selection for Noncoherent Space-Time-Frequency Coded OFDM Systems. | Qian Ma, Cihan Tepedelenlioglu |
| 2005 | GLOBECOM | Performance analysis and code design for differential antenna selection systems. | Qian Ma, Cihan Tepedelenlioglu |
| 2005 | GLOBECOM | On the performance of linear equalizers for block transmission systems. | Cihan Tepedelenlioglu, Qian Ma |
| 2005 | ICASSP | Comparison of multiuser diversity using STBC and transmit beamforming with outdated feedback. | Qian Ma, Cihan Tepedelenlioglu |
| 2004 | ICASSP | Practical multiuser diversity with fair channel assignment. | Qian Ma, Cihan Tepedelenlioglu |
| 2004 | WCNC | Multiuser diversity with outdated channel feedback. | Qian Ma, Cihan Tepedelenlioglu |
| 2003 | GLOBECOM | Full diversity block diagonal codes for differential space-time-frequency coded OFDM. | Qian Ma, Cihan Tepedelenlioglu, Zhiqiang Liu |
| 1994 | ICPP | Measuring and Analyzing Parallel Computing Scalability. | Xiaodong Zhang, Yong Yan, Qian Ma |
| 1994 | Interspeech | Adaptation of neural network model: comparison of multilayer perceptron and LVQ. | Dongxin Xu, Dao Wen Chen, Qian Ma, Bo Xu, Taiyi Huang |