| 2026 | ACL | FACTrial: Factorized Clinical Contrastive Training for Scalable Patient-Trial Retrieval. | Xuanren Chen, Chongyang Tao, Tao Shen, Shuai Ma |
| 2026 | CHI | Echoes of Norms: Investigating Counterspeech Bots' Influence on Bystanders in Online Communities. | Mengyao Wang, Shuai Ma, Nuo Li, Peng Zhang, Chenxin Li, Ning Gu, Tun Lu |
| 2026 | CHI | PriorWeaver: Prior Elicitation via Iterative Dataset Construction. | Yuwei Xiao, Shuai Ma, Antti Oulasvirta, Eunice Jun |
| 2026 | CHI | "Shall We Dig Deeper?": Designing and Evaluating Strategies for LLM Agents to Advance Knowledge Co-Construction in Asynchronous Online Discussions. | Yuanhao Zhang, Wenbo Li, Xiaoyu Wang, Kangyu Yuan, Shuai Ma, Xiaojuan Ma |
| 2026 | ICDE | Discovery of Temporal Network Motifs (Extended Abstract). | Hanqing Chen, Shuai Ma, Junfeng Liu, Li-Zhen Cui |
| 2026 | ICDE | VIREO: Human-in-the-Loop DBMS Fuzzing with Visualization and LLM Support. | Jie Liang, Zhiyong Wu, Jingzhou Fu, Chi Zhang, Runpei Miao, Zhuo Su, Yu Jiang, Shuai Ma |
| 2026 | ICDE | Rethinking Flexible Graph Similarity Computation: One-Step Alignment with Global Guidance. | Zhouyang Liu, Ning Liu, Yixin Chen, Jiezhong He, Shuai Ma, Dongsheng Li |
| 2026 | INFOCOM | Multitask Semantic-Coded Image Communication for UAV Integrated Sensing and Communication: A Channel-wise Feature Enhancement Approach. | Chen Mao, Zhongqiang Zhang, Shuhang Zhang, Shuai Ma, Guangming Shi, Zhihua Yang |
| 2026 | IUI | Adaptive Prompt Elicitation for Text-to-Image Generation. | Xinyi Wen, Lena Hegemann, Xiaofu Jin, Shuai Ma, Antti Oulasvirta |
| 2026 | KSEM | Dynamic Curriculum Learning over Difficulty Heterogeneity for Text-to-SQL. | Xiaoqi Zhang, Chongyang Tao, Shihao Xing, Zhengao Chen, Shuai Ma |
| 2026 | NDSS | BKPIR: Keyword PIR for Private Boolean Retrieval. | Jie Song, Zhen Xu, Yan Zhang, Pengwei Zhan, Mingxuan Li, Shuai Ma, Ru Xie |
| 2026 | WWW | DynaFLUX: Implicit Dynamics-Preserving Reinforcement Learning for Topology-Free Influence Maximization. | Daiyunke Zhang, Ting Deng, Tianchen Zhu, Shuai Ma, Daqing Li, Mingtian Peng, Feng Tian |
| 2025 | CHI | "AI Afterlife" as Digital Legacy: Perceptions, Expectations, and Concerns. | Ying Lei, Shuai Ma, Yuling Sun, Xiaojuan Ma |
| 2025 | CHI | Scaffolded Turns and Logical Conversations: Designing Humanized LLM-Powered Conversational Agents for Hospital Admission Interviews. | Dingdong Liu, Yujing Zhang, Bolin Zhao, Shuai Ma, Chuhan Shi, Xiaojuan Ma |
| 2025 | CHI | Signaling Human Intentions to Service Robots: Understanding the Use of Social Cues during In-Person Conversations. | Hanfang Lyu, Xiaoyu Wang, Nandi Zhang, Shuai Ma, Qian Zhu, Yuhan Luo, Fugee Tsung, Xiaojuan Ma |
| 2025 | CHI | Towards Human-AI Deliberation: Design and Evaluation of LLM-Empowered Deliberative AI for AI-Assisted Decision-Making. | Shuai Ma, Qiaoyi Chen, Xinru Wang, Chengbo Zheng, Zhenhui Peng, Ming Yin, Xiaojuan Ma |
| 2025 | CHI | DBox: Scaffolding Algorithmic Programming Learning through Learner-LLM Co-Decomposition. | Shuai Ma, Junling Wang, Yuanhao Zhang, Xiaojuan Ma, April Yi Wang |
| 2025 | ETRA | Decoding Cognitive Load: Eye-Tracking Insights into Working Memory and Visual Attention. | Xiaofu Jin, Yunpeng Bai, Lina Xu, Shuai Ma, Danqing Shi, Luwen Yu, Mingming Fan |
| 2025 | GLOBECOM | NOC4SC: A Novel Paradigm of Multi-User Semantic Communication Enabled by Non-Orthogonal Codewords. | Yunhao Wang, Pengfei He, Shuai Ma, Dahua Gao, Guangming Shi |
| 2025 | IJCAI | IE-PMMA: Point Cloud Completion Through Inverse Edge-aware Upsampling and Precise Multi-Modal Feature Alignment. | Ran Jia, Junpeng Xue, Shuai Ma, Wenbo Lu, Kelei Wang |
| 2025 | INFOCOM | EnvReconGPT: A Generative AI Model for Wireless Environment Reconstruction in the 6G Metaverse. | Tingting Yang, Ping Zhang, Mengfan Zheng, Nan Li, Shuai Ma |
| 2025 | WWW | Semi-Supervised Anomaly Detection through Denoising-Aware Contrastive Distance Learning. | Jianling Gao, Chongyang Tao, Zhenchao Sun, Xiya Jiang, Shuai Ma |
| 2025 | WSDM | RetriEVAL: Evaluating Text Generation with Contextualized Lexical Match. | Zhen Li, Xinchi Li, Chongyang Tao, Jiazhan Feng, Tao Shen, Can Xu, Hao Wang, Dongyan Zhao, Shuai Ma |
| 2024 | AAAI | HORIZON: High-Resolution Semantically Controlled Panorama Synthesis. | Kun Yan, Lei Ji, Chenfei Wu, Jian Liang, Ming Zhou, Nan Duan, Shuai Ma |
| 2024 | CHI | Unpacking ICT-supported Social Connections and Support of Late-life Migration: From the Lens of Social Convoys. | Ying Lei, Shuai Ma, Yuling Sun |
| 2024 | CHI | "Are You Really Sure?" Understanding the Effects of Human Self-Confidence Calibration in AI-Assisted Decision Making. | Shuai Ma, Xinru Wang, Ying Lei, Chuhan Shi, Ming Yin, Xiaojuan Ma |
| 2024 | CHI | Charting the Future of AI in Project-Based Learning: A Co-Design Exploration with Students. | Chengbo Zheng, Kangyu Yuan, Bingcan Guo, Reza Hadi Mogavi, Zhenhui Peng, Shuai Ma, Xiaojuan Ma |
| 2024 | COCOON | Proactive Bi-objective Multi-path Planning for Wireless Sensor Networks. | Yamin Wang, Xiaoping Li, Shuai Ma, Yuan Li, Qianfan Jia, Yizheng Li, Zhiqiang Wu, Qing Feng |
| 2024 | COLING | Hyperbolic Graph Neural Network for Temporal Knowledge Graph Completion. | Yancong Li, Xiaoming Zhang, Ying Cui, Shuai Ma |
| 2024 | EMNLP | Leveraging Large Language Models for NLG Evaluation: Advances and Challenges. | Zhen Li, Xiaohan Xu, Tao Shen, Can Xu, Jia-Chen Gu, Yuxuan Lai, Chongyang Tao, Shuai Ma |
| 2024 | EMNLP | Re-Reading Improves Reasoning in Large Language Models. | Xiaohan Xu, Chongyang Tao, Tao Shen, Can Xu, Hongbo Xu, Guodong Long, Jian-Guang Lou, Shuai Ma |
| 2024 | ICDE | Efficient Set-Based Order Dependency Discovery with a Level-Wise Hybrid Strategy. | Yihan Li, Ruifeng Li, Zijing Tan, Weidong Yang, Shuai Ma |
| 2024 | ITW | Lossy Compression with Data, Perception, and Classification Constraints. | Yuhan Wang, Youlong Wu, Shuai Ma, Ying-Jun Angela Zhang |
| 2024 | UIST | SelfGauge: An Intelligent Tool to Support Student Self-assessment in GenAI-enhanced Project-based Learning. | Chengbo Zheng, Zeyu Huang, Shuai Ma, Xiaojuan Ma |
| 2023 | CHI | Who Should I Trust: AI or Myself? Leveraging Human and AI Correctness Likelihood to Promote Appropriate Trust in AI-Assisted Decision-Making. | Shuai Ma, Ying Lei, Xinru Wang, Chengbo Zheng, Chuhan Shi, Ming Yin, Xiaojuan Ma |
| 2023 | CHI | RetroLens: A Human-AI Collaborative System for Multi-step Retrosynthetic Route Planning. | Chuhan Shi, Yicheng Hu, Shenan Wang, Shuai Ma, Chengbo Zheng, Xiaojuan Ma, Qiong Luo |
| 2023 | CHI | Competent but Rigid: Identifying the Gap in Empowering AI to Participate Equally in Group Decision-Making. | Chengbo Zheng, Yuheng Wu, Chuhan Shi, Shuai Ma, Jiehui Luo, Xiaojuan Ma |
| 2023 | CIKM | MATA*: Combining Learnable Node Matching with A* Algorithm for Approximate Graph Edit Distance Computation. | Junfeng Liu, Min Zhou, Shuai Ma, Lujia Pan |
| 2023 | DASFAA | Semantic-Driven Instance Generation for Table Question Answering. | Shuai Ma, Wenbin Jiang, Xiang Ao, Meng Tian, Xinwei Feng, Yajuan Lyu, Qiaoqiao She, Qing He |
| 2023 | GLOBECOM | Multi-Task-Oriented Broadcast for Edge AI Inference via Information Bottleneck. | Yuhan Yang, Youlong Wu, Shuai Ma, Yuanming Shi |
| 2023 | ICCD | AiMap: Learning to Improve Technology Mapping for ASICs via Delay Prediction. | Junfeng Liu, Liwei Ni, Xingquan Li, Min Zhou, Lei Chen, Xing Li, Qinghua Zhao, Shuai Ma |
| 2023 | ICMLC | Lifting the Answer: Reranking Candidates on Data Augmented Text-to-SQL. | Guang-Yu Cheng, Shuo Yu, Wen-Bin Jiang, Shuai Ma, Xiang Ao, Qing He |
| 2023 | IJCAI | Mean-Semivariance Policy Optimization via Risk-Averse Reinforcement Learning (Extended Abstract). | Xiaoteng Ma, Shuai Ma, Li Xia, Qianchuan Zhao |
| 2022 | CHI | Glancee: An Adaptable System for Instructors to Grasp Student Learning Status in Synchronous Online Classes. | Shuai Ma, Taichang Zhou, Fei Nie, Xiaojuan Ma |
| 2022 | ECCV | Trace Controlled Text to Image Generation. | Kun Yan, Lei Ji, Chenfei Wu, Jianmin Bao, Ming Zhou, Nan Duan, Shuai Ma |
| 2022 | EDBT | Unsupervised Selectivity Estimation by Integrating Gaussian Mixture Models and an Autoregressive Model. | Zizhong Meng, Peizhi Wu, Gao Cong, Rong Zhu, Shuai Ma |
| 2022 | ICDE | Dynamic Functional Dependency Discovery with Dynamic Hitting Set Enumeration. | Renjie Xiao, Yong'an Yuan, Zijing Tan, Shuai Ma, Wei Wang |
| 2022 | IJCNLP | KESA: A Knowledge Enhanced Approach To Sentiment Analysis. | Qinghua Zhao, Shuai Ma, Shuo Ren |
| 2022 | IPEC | Fuzzy control algorithm of civil engineering structure vibration based on cluster analysis. | Shuai Ma, Shuai Xiao, Xiaoyu Wang |
| 2022 | ISIT | Signaling for MISO Channels Under First- and Second-Moment Constraints. | Shuai Ma, Stefan M. Moser, Ligong Wang, Michle A. Wigger |
| 2022 | SIGMOD | Hunting Temporal Bumps in Graphs with Dynamic Vertex Properties. | Yahui Sun, Shuai Ma, Bin Cui |
| 2021 | ACL | SemFace: Pre-training Encoder and Decoder with a Semantic Interface for Neural Machine Translation. | Shuo Ren, Long Zhou, Shujie Liu, Furu Wei, Ming Zhou, Shuai Ma |
| 2021 | ACL | Control Image Captioning Spatially and Temporally. | Kun Yan, Lei Ji, Huaishao Luo, Ming Zhou, Nan Duan, Shuai Ma |
| 2021 | EDBT | SceneRec: Scene-Based Graph Neural Networks for Recommender Systems. | Gang Wang, Ziyi Guo, Xiang Li, Dawei Yin, Shuai Ma |
| 2021 | ICDE | Approximate Order Dependency Discovery. | Yifeng Jin, Zijing Tan, Weijun Zeng, Shuai Ma |
| 2021 | ICDE | A Collective Approach to Scholar Name Disambiguation (Extended Abstract). | Dongsheng Luo, Shuai Ma, Yaowei Yan, Chunming Hu, Xiang Zhang, Jinpeng Huai |
| 2021 | IJCNN | Heterogeneous Graph Gated Attention Network. | Shuai Ma, Jian-Wei Liu, Xin Zuo, Weimin Li |
| 2021 | ISIT | First- and Second-Moment Constrained Gaussian Channels. | Shuai Ma, Michle A. Wigger |
| 2020 | ACL | A Graph-based Coarse-to-fine Method for Unsupervised Bilingual Lexicon Induction. | Shuo Ren, Shujie Liu, Ming Zhou, Shuai Ma |
| 2020 | ACL | A Retrieve-and-Rewrite Initialization Method for Unsupervised Machine Translation. | Shuo Ren, Yu Wu, Shujie Liu, Ming Zhou, Shuai Ma |
| 2020 | GLOBECOM | Secure Beamforming Designs in MISO Visible Light Communication Networks with SLIPT. | Xiaodong Liu, Zezong Chen, Yuhao Wang, Fuhui Zhou, Shuai Ma, Rose Qingyang Hu |
| 2020 | ICDE | Efficient Team Formation in Social Networks based on Constrained Pattern Graph. | Yue Kou, Derong Shen, Quinn Snell, Dong Li, Tiezheng Nie, Ge Yu, Shuai Ma |
| 2020 | IJCAI | Why We Go Where We Go: Profiling User Decisions on Choosing POIs. | Renjun Hu, Xinjiang Lu, Chuanren Liu, Yanyan Li, Hao Liu, Jingjing Gu, Shuai Ma, Hui Xiong |
| 2020 | IJCNN | Reinforcement Mechanism Design for Electric Vehicle Demand Response in Microgrid Charging Stations. | Luyang Hou, Shuai Ma, Jun Yan, Chun Wang, Jia Yuan Yu |
| 2020 | WSDM | Athena: A Ranking Enabled Scholarly Search System. | Junfeng Liu, Shuai Ma, Renjun Hu, Chunming Hu, Jinpeng Huai |
| 2019 | AAAI | State-Augmentation Transformations for Risk-Sensitive Reinforcement Learning. | Shuai Ma, Jia Yuan Yu |
| 2019 | AAAI | Unsupervised Neural Machine Translation with SMT as Posterior Regularization. | Shuo Ren, Zhirui Zhang, Shujie Liu, Ming Zhou, Shuai Ma |
| 2019 | CHI | SmartEye: Assisting Instant Photo Taking via Integrating User Preference with Deep View Proposal Network. | Shuai Ma, Zijun Wei, Feng Tian, Xiangmin Fan, Jianming Zhang, Xiaohui Shen, Zhe Lin, Jin Huang, Radomr Mech, Dimitris Samaras, Hongan Wang |
| 2019 | EMNLP | Easy First Relation Extraction with Information Redundancy. | Shuai Ma, Gang Wang, Yansong Feng, Jinpeng Huai |
| 2019 | EMNLP | Explicit Cross-lingual Pre-training for Unsupervised Machine Translation. | Shuo Ren, Yu Wu, Shujie Liu, Ming Zhou, Shuai Ma |
| 2019 | ICDM | Improving Spectral Clustering with Deep Embedding and Cluster Estimation. | Liang Duan, Charu C. Aggarwal, Shuai Ma, Saket Sathe |
| 2019 | ICDM | Dynamic News Recommendation with Hierarchical Attention Network. | Hui Zhang, Xu Chen, Shuai Ma |
| 2019 | IJCAI | Dual-View Variational Autoencoders for Semi-Supervised Text Matching. | Zhongbin Xie, Shuai Ma |
| 2019 | SMC | Variance-Based Risk Estimations in Markov Processes via Transformation with State Lumping. | Shuai Ma, Jia Yuan Yu |
| 2019 | VCIP | Stereo Image Quality Assessment Based on Sparse Binocular Fusion Convolution Neural Network. | Sumei Li, Xu Han, Muhammad Zubair, Shuai Ma |
| 2019 | VCIP | Stereoscopic Video Quality Assessment Based on The Two-step-training Binocular Fusion Network. | Shuai Ma, Sumei Li, Jianwei Xue, Yixiu Ding, Guanghui Yue |
| 2019 | UIST | What Did I Miss? | Qian Zhu, Shuai Ma |
| 2019 | UIST | Pre-screen: Assisting Material Screening in Early-stage of Video Editing. | Qian Zhu, Shuai Ma, Cuixia Ma |
| 2018 | ACL | Triangular Architecture for Rare Language Translation. | Shuo Ren, Wenhu Chen, Shujie Liu, Mu Li, Ming Zhou, Shuai Ma |
| 2018 | CHI | Implicit Detection of Motor Impairment in Parkinson's Disease from Everyday Smartphone Interactions. | Jing Gao, Feng Tian, Junjun Fan, Dakuo Wang, Xiangmin Fan, Yicheng Zhu, Shuai Ma, Jin Huang, Hongan Wang |
| 2018 | CHI | mirrorU: Scaffolding Emotional Reflection via In-Situ Assessment and Interactive Feedback. | Liuping Wang, Xiangmin Fan, Feng Tian, Lingjia Deng, Shuai Ma, Jin Huang, Hongan Wang |
| 2018 | DASFAA | Incorporating User Grouping into Retweeting Behavior Modeling. | Jinhai Zhu, Shuai Ma, Hui Zhang, Chunming Hu, Xiong Li |
| 2018 | ICCD | A Highly Non-Volatile Memory Scalable and Efficient File System. | Fan Yang, Junbin Kang, Shuai Ma, Jinpeng Huai |
| 2018 | ICDE | Flexible Aggregate Nearest Neighbor Queries in Road Networks. | Bin Yao, Zhongpu Chen, Xiaofeng Gao, Shuo Shang, Shuai Ma, Minyi Guo |
| 2018 | ICDE | SURGE: Continuous Detection of Bursty Regions over a Stream of Spatial Objects. | Kaiyu Feng, Tao Guo, Gao Cong, Sourav S. Bhowmick, Shuai Ma |
| 2018 | ICDE | Query Independent Scholarly Article Ranking. | Shuai Ma, Chen Gong, Renjun Hu, Dongsheng Luo, Chunming Hu, Jinpeng Huai |
| 2017 | CIKM | Relaxing Graph Pattern Matching With Explanations. | Jia Li, Yang Cao, Shuai Ma |
| 2017 | CIKM | Outlier Detection in Sparse Data with Factorization Machines. | Mengxiao Zhu, Charu C. Aggarwal, Shuai Ma, Hui Zhang, Jinpeng Huai |
| 2017 | ICDE | Proxies for Shortest Path and Distance Queries. | Shuai Ma, Kaiyu Feng, Jianxin Li, Haixun Wang, Gao Cong, Jinpeng Huai |
| 2017 | ICDE | Fast Computation of Dense Temporal Subgraphs. | Shuai Ma, Renjun Hu, Luoshu Wang, Xuelian Lin, Jinpeng Huai |
| 2016 | CIKM | TGraph: A Temporal Graph Data Management System. | Haixing Huang, Jinghe Song, Xuelian Lin, Shuai Ma, Jinpeng Huai |
| 2016 | ICDE | An embedding approach to anomaly detection. | Renjun Hu, Charu C. Aggarwal, Shuai Ma, Jinpeng Huai |
| 2016 | ICDE | TOPIC: Toward perfect Influence Graph Summarization. | Lei Shi, Sibai Sun, Yuan Xuan, Yue Su, Hanghang Tong, Shuai Ma, Yang Chen |
| 2016 | WSDM | Scaling up Link Prediction with Ensembles. | Liang Duan, Charu C. Aggarwal, Shuai Ma, Renjun Hu, Jinpeng Huai |
| 2015 | IPCCC | P-CLS: A popularity-driven Caching Location and Searching scheme in Content Centric Networking. | Yuemei Xu, Shuai Ma, Yang Li, Fu Chen, Song Ci |
| 2015 | USENIX | SpanFS: A Scalable File System on Fast Storage Devices. | Junbin Kang, Benlong Zhang, Tianyu Wo, Weiren Yu, Lian Du, Shuai Ma, Jinpeng Huai |
| 2014 | ICASSP | Robust beamforming in two-way relay networks: Quartically perturbed chance constrained formulation and tractable approximation. | Shuai Ma, Anthony Man-Cho So, Kehu Yang |
| 2014 | MOBICOM | Enhancing reliability to boost the throughput over screen-camera links. | Anran Wang, Shuai Ma, Chunming Hu, Jinpeng Huai, Chunyi Peng, Guobin Shen |
| 2014 | MOBICOM | Demo: a robust barcode system for data transmissions over screen-camera links. | Anran Wang, Shuai Ma, Chunming Hu, Jinpeng Huai, Chunyi Peng, Guobin Shen |
| 2014 | SIGMOD | In search of influential event organizers in online social networks. | Kaiyu Feng, Gao Cong, Sourav S. Bhowmick, Shuai Ma |
| 2013 | CIKM | MRPacker: an SQL to mapreduce optimizer. | Xuelian Lin, Yue Ye, Shuai Ma |
| 2013 | CSCWD | Solving multi-objective Flexible Job Shop Scheduling with transportation constraints using a micro artificial bee colony algorithm. | Zhuang-Cheng Liu, Shuai Ma, Yanjun Shi, Hongfei Teng |
| 2013 | ICDM | On Anomalous Hotspot Discovery in Graph Streams. | Weiren Yu, Charu C. Aggarwal, Shuai Ma, Haixun Wang |
| 2013 | WISE | Combining POS Tagging, Lucene Search and Similarity Metrics for Entity Linking. | Shujuan Zhao, Chune Li, Shuai Ma, Tiejun Ma, Dianfu Ma |
| 2012 | WWW | Distributed graph pattern matching. | Shuai Ma, Yang Cao, Jinpeng Huai, Tianyu Wo |
| 2011 | ICDE | Adding regular expressions to graph reachability and pattern queries. | Wenfei Fan, Jianzhong Li, Shuai Ma, Nan Tang, Yinghui Wu |
| 2011 | SIGMOD | Interaction between record matching and data repairing. | Wenfei Fan, Jianzhong Li, Shuai Ma, Nan Tang, Wenyuan Yu |
| 2010 | ICDE | Detecting inconsistencies in distributed data. | Wenfei Fan, Floris Geerts, Shuai Ma, Heiko Mller |
| 2009 | DEXA | Analyses and Validation of Conditional Dependencies with Built-in Predicates. | Wenguang Chen, Wenfei Fan, Shuai Ma |
| 2008 | ICDE | Increasing the Expressivity of Conditional Functional Dependencies without Extra Complexity. | Loreto Bravo, Wenfei Fan, Floris Geerts, Shuai Ma |
| 2007 | VLDB | Extending Dependencies with Conditions. | Loreto Bravo, Wenfei Fan, Shuai Ma |
| 2007 | VLDB | Improving Data Quality: Consistency and Accuracy. | Gao Cong, Wenfei Fan, Floris Geerts, Xibei Jia, Shuai Ma |
| 2004 | DASFAA | Incremental Maintenance of Discovered Mobile User Maximal Moving Sequential Patterns. | Shuai Ma, Shiwei Tang, Dongqing Yang, Tengjiao Wang, Chanjun Yang |
| 2004 | PAKDD | Combining Clustering with Moving Sequential Pattern Mining: A Novel and Efficient Technique. | Shuai Ma, Shiwei Tang, Dongqing Yang, Tengjiao Wang, Jinqiang Han |