| 2026 | HCI | Designing Human-LLM Systems: A Review of Current State, Limitations, and Guidelines to Better Interaction. | Pierrick Bougault, Liang Ma, William Guey |
| 2025 | CVPR | RoomTour3D: Geometry-Aware Video-Instruction Tuning for Embodied Navigation. | Mingfei Han, Liang Ma, Kamila Zhumakhanova, Ekaterina Radionova, Jingyi Zhang, Xiaojun Chang, Xiaodan Liang, Ivan Laptev |
| 2025 | GLOBECOM | Hierarchical Distributed Intelligent Resource Allocation and Beam Selection for Deterministic Delay Cell-free Communications. | Liang Ma, Cheng Zhang, Wen Wang, Zening Liu, Yongming Huang |
| 2025 | HCI | Chinese College Students' Usage, Evaluation, Perception and Attitude Toward Generative AI in English as a Foreign Language Writing. | Minqian Yang, Pei-Luen Patrick Rau, Liang Ma |
| 2025 | HCI | Enhancing Fidelity of Text-to-Image AI Generation: A Natural Language Prompt Framework for Non-experts. | Yining Ye, Pei-Luen Patrick Rau, Liang Ma |
| 2025 | HCI | Decoding Acceptance: Exploring Chinese Students' Perspectives on Facial Recognition Payment Systems. | Qidi Zhang, Pei-Luen Patrick Rau, Xianglin Qi, Liang Ma |
| 2025 | ICML | Unbiased Evaluation of Large Language Models from a Causal Perspective. | Meilin Chen, Jian Tian, Liang Ma, Di Xie, Weijie Chen, Jiang Zhu |
| 2025 | SMC | FennelChain: A Blockchain Sharding Protocol Based on a Graph Partitioning Algorithm. | Yu Wang, Xiaoming Wu, Youwei Qiao, Junpeng Ma, Liang Ma, Jie Liu, Zan Xu, Xiangzhi Liu |
| 2025 | SIGIR | CLIP-AdaM: Adapting Multi-view CLIP for Open-set 3D Object Retrieval. | Xinwei He, Liang Ma, Yuxuan Cheng, Zhichuan Wang, Yulong Wang, Yang Zhou, Xiang Bai |
| 2024 | ACL | CorNav: Autonomous Agent with Self-Corrected Planning for Zero-Shot Vision-and-Language Navigation. | Xiwen Liang, Liang Ma, Shanshan Guo, Jianhua Han, Hang Xu, Shikui Ma, Xiaodan Liang |
| 2024 | CVPR | Versatile Medical Image Segmentation Learned from Multi-Source Datasets via Model Self-Disambiguation. | Xiaoyang Chen, Hao Zheng, Yuemeng Li, Yuncong Ma, Liang Ma, Hongming Li, Yong Fan |
| 2024 | CVPR | MIPI 2024 Challenge on Demosaic for Hybridevs Camera: Methods and Results. | Yaqi Wu, Zhihao Fan, Xiaofeng Chu, Jimmy S. Ren, Xiaoming Li, Zongsheng Yue, Chongyi Li, Shangcheng Zhou, Ruicheng Feng, Yuekun Dai, Peiqing Yang, Chen Change Loy, Senyan Xu, Zhijing Sun, Jiaying Zhu, Yurui Zhu, Xueyang Fu, Zheng-Jun Zha, Jun Cao, Cheng Li, Shu Chen, Liang Ma, Shiyang Zhou, Haijin Zeng, Kai Feng, Yongyong Chen, Jingyong Su, Xianyu Guan, Hongyuan Yu, Cheng Wan, Jiamin Lin, Binnan Han, Yajun Zou, Zhuoyuan Wu, Yuan Huang, Yongsheng Yu, Daoan Zhang, Jizhe Li, Xuanwu Yin, Kunlong Zuo, Yunfan Lu, Yijie Xu, Wenzong Ma, Weiyu Guo, Hui Xiong, Wei Yu, Bingchun Luo, Sabari Nathan, Priya Kansal |
| 2024 | ISPA | Advanced Virtualization in Automotive Operating System: Technology Overview and Scheme Design. | Yi Liu, Mengyun Yao, Xinglong Yang, Min Qin, Liang Ma, Haolong Xiang |
| 2023 | ACL | BUMP: A Benchmark of Unfaithful Minimal Pairs for Meta-Evaluation of Faithfulness Metrics. | Liang Ma, Shuyang Cao, Robert L. Logan IV, Di Lu, Shihao Ran, Ke Zhang, Joel R. Tetreault, Alejandro Jaimes |
| 2023 | EACL | Multi-View Source Ablation for Faithful Summarization. | Shuyang Cao, Liang Ma, Di Lu, Robert L. Logan IV, Joel R. Tetreault, Alejandro Jaimes |
| 2023 | HCI | Description of Sequential Risky Decision-Making Choices in Human-Machine Teams Using Eye-Tracking and Decision Tree. | Wei Xiong, Chen Wang, Liang Ma |
| 2023 | HCI | Consistency Analysis of Driving Style Classification Based on Subjective Evaluation and Objective Driving Behavior. | Xiaodong Xu, Qidi Zhang, Yeping Mao, Zehui Cheng, Liang Ma |
| 2023 | HCI | Do Drivers Vary in Preferences for Automated Driving Styles Across Different Scenarios? Evidence from a Simulation Experiment. | Qidi Zhang, Yuzheng Wang, Gang He, David Pongrac, Zehui Cheng, Liang Ma |
| 2023 | VTC | Performance Trade-off for a Novel Integrated Localization and Communication System. | Lincong Han, Jing Jin, Qixing Wang, Mengting Lou, Xiaozhou Zhang, Liang Ma, Yajuan Wang, Zixiang Han, Guangyi Liu, Xinwei Yue |
| 2022 | CVPR | Forward Compatible Few-Shot Class-Incremental Learning. | Da-Wei Zhou, Fu-Yun Wang, Han-Jia Ye, Liang Ma, Shiliang Pu, De-Chuan Zhan |
| 2022 | HCI | Safety Issues in Human-Machine Collaboration and Possible Countermeasures. | Liang Ma, Chen Wang |
| 2022 | IJCNN | Self-distilled Knowledge Delegator for Exemplar-free Class Incremental Learning. | Fanfan Ye, Liang Ma, Qiaoyong Zhong, Di Xie, Shiliang Pu |
| 2022 | VTC | A Downlink Pilot Based Signal Processing Method for Integrated Sensing and Communication Towards 6G. | Liang Ma, Chengkang Pan, Qixing Wang, Mengting Lou, Yajuan Wang, Tao Jiang |
| 2022 | VTC | Multi-beam-based Downlink Modeling and Power Allocation Scheme for Integrated Sensing and Communication towards 6G. | Jianhao Wang, Liang Ma, Zhiqing Wei, Heng Yang, Chengkang Pan, Yajuan Wang |
| 2022 | WCNC | A Multiple Access Method For Integrated Sensing and Communication Enabled UAV Ad Hoc Network. | Jiarong Han, Zhiqing Wei, Liang Ma, Wangjun Jiang, Chengkang Pan, Yajuan Wang |
| 2021 | CIKM | Jointly-Learned State-Action Embedding for Efficient Reinforcement Learning. | Paul J. Pritz, Liang Ma, Kin K. Leung |
| 2021 | HCI | How to Evaluate a Good Conversation? An Evaluation Framework for Chat Experience in Smart Home. | Xiantao Chen, Liang Ma, Menghua Jia, Yajuan Han, Jiaqi Mi, Meng Xu |
| 2021 | HCI | Taking Micro-breaks at Work: Effects of Watching Funny Short-Form Videos on Subjective Experience, Physiological Stress, and Task Performance. | Yang Liu, Qin Gao, Liang Ma |
| 2021 | IJCNN | Multi-scale anatomical awareness improves the accuracy of the real-time electric field estimation. | Liang Ma, Gangliang Zhong, Zhengyi Yang, Linzhong Fan, Tianzi Jiang |
| 2020 | HCI | Determining Endurance Limit Under Intermittent Physical Operations Based on a Combined Fatigue-Recovery Model. | Jiawei Fu, Liang Ma |
| 2020 | HCI | Relationship Between Thermal Sensation and Human Cognitive Performance Based on PMV. | Jiawei Fu, Rui Yan, Fulin Wang, Liang Ma |
| 2020 | HCI | Emotional Responses to Health Data Visualization. | Chlo Lourdais, Emilie Poirson, Liang Ma |
| 2020 | HCI | A Framework of Real-Time Stress Monitoring and Intervention System. | Peixian Lu, Wei Zhang, Liang Ma, Qichao Zhao |
| 2020 | HCI | Effects of Font Size, Line Spacing, and Font Style on Legibility of Chinese Characters on Consumer-Based Virtual Reality Displays. | Ziteng Wang, Pengfei Gao, Liang Ma, Wei Zhang |
| 2020 | HPCC | HF-BF: A Hotness-aware Fine-grained Bloom Filter for Unique Address Checking in IoT Blockchain. | Wenbin Zhu, Qun Ma, Zhaoyan Shen, Tianyu Wang, Liang Ma, Zhiping Jia |
| 2019 | AAAI | Learning Incremental Triplet Margin for Person Re-Identification. | Yingying Zhang, Qiaoyong Zhong, Liang Ma, Di Xie, Shiliang Pu |
| 2019 | FPGA | Synetgy: Algorithm-hardware Co-design for ConvNet Accelerators on Embedded FPGAs. | Yifan Yang, Qijing Huang, Bichen Wu, Tianjun Zhang, Liang Ma, Giulio Gambardella, Michaela Blott, Luciano Lavagno, Kees A. Vissers, John Wawrzynek, Kurt Keutzer |
| 2019 | HCI | A Full-Chain OpenSim Model and Its Application on Posture Analysis of an Overhead Drilling Task. | Jing Chang, Damien Chablat, Fouad Bennis, Liang Ma |
| 2019 | HCI | Continuous Measurement of Muscle Fatigue Using Wearable Sensors During Light Manual Operations. | Jiawei Fu, Liang Ma, Liuxing Tsao, Zhanwu Zhang |
| 2019 | ICCAD | Centrifuge: Evaluating full-system HLS-generated heterogenous-accelerator SoCs using FPGA-Acceleration. | Qijing Huang, Christopher Yarp, Sagar Karandikar, Nathan Pemberton, Benjamin Brock, Liang Ma, Guohao Dai, Robert Quitt, Krste Asanovic, John Wawrzynek |
| 2019 | ICDCS | Maintaining Social Connections through Direct Link Placement in Wireless Networks. | Li Qiu, Liang Ma, Guohong Cao |
| 2019 | ICNP | MACS: Deep Reinforcement Learning based SDN Controller Synchronization Policy Design. | Ziyao Zhang, Liang Ma, Konstantinos Poularakis, Kin K. Leung, Jeremy Tucker, Ananthram Swami |
| 2019 | INFOCOM | Learning the Optimal Synchronization Rates in Distributed SDN Control Architectures. | Konstantinos Poularakis, Qiaofeng Qin, Liang Ma, Sastry Kompella, Kin K. Leung, Leandros Tassiulas |
| 2019 | KDD | Efficient Global String Kernel with Random Features: Beyond Counting Substructures. | Lingfei Wu, Ian En-Hsu Yen, Siyu Huo, Liang Zhao, Kun Xu, Liang Ma, Shouling Ji, Charu C. Aggarwal |
| 2018 | HCI | Using 3D Scan to Determine Human Body Segment Mass in OpenSim Model. | Jing Chang, Damien Chablat, Fouad Bennis, Liang Ma |
| 2018 | ICDCS | Q-Placement: Reinforcement-Learning-Based Service Placement in Software-Defined Networks. | Ziyao Zhang, Liang Ma, Kin K. Leung, Leandros Tassiulas, Jeremy Tucker |
| 2018 | IECON | A SIAR Transmitting Waveform Design Approach Based on Positive and Negative Sequential Carrier Frequency Coding. | Xue Zhang, Chengshan Yang, Xiongjun Wu, Liang Ma, Yan Zhang |
| 2017 | HCI | Muscle Fatigue Analysis Using OpenSim. | Jing Chang, Damien Chablat, Fouad Bennis, Liang Ma |
| 2017 | HCI | A Pilot Study of Mining the Differences in Patterns of Customer Review Text Between US and China AppStore. | Lisha Li, Liang Ma, Pei-Luen Patrick Rau, Qin Gao |
| 2017 | HCI | Comparison of Rarefication Techniques for Foot Simulation Using Subject Specific Three-Dimensional Anthropometry Data. | Liuxing Tsao, Liang Ma, Tao Li |
| 2016 | CIKM | Query Answering Efficiency in Expert Networks Under Decentralized Search. | Liang Ma, Mudhakar Srivatsa, Derya Cansever, Xifeng Yan, Sue Kase, Michelle Vanni |
| 2016 | FedCSIS | Energy-efficient FPGA Implementation of the k-Nearest Neighbors Algorithm Using OpenCL. | Fahad Bin Muslim, Alexandros Demian, Liang Ma, Luciano Lavagno, Affaq Qamar |
| 2016 | HCI | User Requirements of Wearable Technology for Activity Tracking - A Comparison Between German and Chinese Users. | Liuxing Tsao, Lukas Haferkamp, Liang Ma |
| 2016 | ICDCS | Service Placement for Detecting and Localizing Failures Using End-to-End Observations. | Ting He, Novella Bartolini, Hana Khamfroush, InJung Kim, Liang Ma, Tom La Porta |
| 2016 | ICDCS | On the Efficiency of Decentralized Search in Expert Networks. | Liang Ma, Mudhakar Srivatsa, Derya Cansever, Xifeng Yan, Sue Kase, Michelle Vanni |
| 2016 | ICNP | Decentralized search in expert networks: Generic models and performance bounds. | Liang Ma, Mudhakar Srivatsa, Derya Cansever, Xifeng Yan, Sue Kase, Michelle Vanni |
| 2016 | INFOCOM | Robust monitor placement for network tomography in dynamic networks. | Ting He, Liang Ma, Athanasios Gkelias, Kin K. Leung, Ananthram Swami, Don Towsley |
| 2016 | ISCAS | A cross-coupled substrate integrated waveguide filter for 28 GHz millimeter wave communications. | Liang Ma, Jianxing Zhuang, Jianyi Zhou |
| 2015 | HCI | Preliminary Study: Influence of Cultural Differences on the Innovation Process Between Chinese and Germans. | Liuxing Tsao, Philip Alexander Behr-Heyder, Liang Ma |
| 2014 | IMC | Node Failure Localization via Network Tomography. | Liang Ma, Ting He, Ananthram Swami, Don Towsley, Kin K. Leung, Jessica Lowe |
| 2014 | INFOCOM | Monitor placement for maximal identifiability in network tomography. | Liang Ma, Ting He, Kin K. Leung, Ananthram Swami, Don Towsley |
| 2013 | GLOBECOM | Link identifiability in communication networks with two monitors. | Liang Ma, Ting He, Kin K. Leung, Ananthram Swami, Don Towsley |
| 2013 | ICDCS | Efficient Identification of Additive Link Metrics via Network Tomography. | Liang Ma, Ting He, Kin K. Leung, Don Towsley, Ananthram Swami |
| 2013 | IMC | Identifiability of link metrics based on end-to-end path measurements. | Liang Ma, Ting He, Kin K. Leung, Ananthram Swami, Don Towsley |
| 2011 | HCI | A Framework of Motion Capture System Based Human Behaviours Simulation for Ergonomic Analysis. | Ruina Ma, Damien Chablat, Fouad Bennis, Liang Ma |
| 2011 | HCI | Reading Chinese in e-Book Readers: A Review. | Liang Ma, Pei-Luen Patrick Rau |
| 2010 | GRC | Document Relevance Identifying and its Effect in Query-Focused Text Summarization. | Tingting He, Fang Li, Liang Ma |
| 2009 | PIMRC | IEEE 802.11b-based access scheme with coordinated sleeping for wireless sensor networks. | Liang Ma, Tianyi Xing, Xiaoli Wang, Junde Song |
| 2008 | CoNEXT | Waiting-line auction for WiFi pricing. | Tao Han, Liang Ma, Yuanan Liu |
| 2008 | GRC | ROUGE-C: A Fully Automated Evaluation Method for Multi-document Summarization. | Tingting He, Jinguang Chen, Liang Ma, Zhuoming Gui, Fang Li, Wei Shao, Qian Wang |
| 2008 | ISNN | An Estimation of the Optimal Gaussian Kernel Parameter for Support Vector Classification. | Wenjian Wang, Liang Ma |
| 2007 | AINA | A Routing Metric for Load-Balancing in Wireless Mesh Networks. | Liang Ma, Mieso K. Denko |
| 2005 | ICCSA | Adaptive Fuzzy Weighted Average Filter for Synthesized Image. | Qing Xu, Liang Ma, Weifang Nie, Peng Li, Jiawan Zhang, Jizhou Sun |
| 2005 | Interspeech | Modeling the production of VCV sequences via the inversion of a biomechanical model of the tongue. | Pascal Perrier, Liang Ma, Yohan Payan |
| 2004 | ICIG | Fuzzy weighted average filtering for mixture noises. | Qing Xu, Liang Ma, Mingchu Li, Wei Wang, Jing Cai, Roberto Brunelli, Stefano Messelodi |
| 2003 | SMC | An adaptive system for online document filtering. | Liang Ma, Qunxiu Chen, Lianhong Cai |