| 2026 | EACL | PEAR: Planner-Executor Agent Robustness Benchmark. | Shen Dong, Mingxuan Zhang, Pengfei He, Li Ma, Bhavani Thuraisingham, Hui Liu, Yue Xing |
| 2026 | PAKDD | DynaMo3D: A Dynamic Mixture of SSM Experts Framework for 3D Point Cloud Detection. | Qiankai Xi, Li Ma, Jikai Zhang |
| 2026 | SIGGRAPH | Go-with-the-Track: Video Compositing and Motion Control with Point Tracking. | Koichi Namekata, Yash Kant, Zhizheng Liu, Ryan Burgert, Yuancheng Xu, Kuan Heng Lin, Emmett Steven, Julien Philip, Li Ma, Andrea Vedaldi, Paul Debevec, Ning Yu |
| 2026 | SIGGRAPH | Promoting LDR Panoramas to HDRI with Rendering-Space Losses. | Zhengming Yu, Li Ma, Mingming He, Jingdong Zhang, Jionghao Wang, Ning Yu, Paul Debevec |
| 2026 | SIGGRAPH | Hybrid Gaussian Wang Tiles for Class-aware Authoring and Rendering. | Yunfan Zeng, Li Ma, Pedro V. Sander |
| 2026 | WWW | Reasoning by Exploration: A Unified Approach to Retrieval and Generation over Graphs. | Haoyu Han, Kai Guo, Harry Shomer, Yu Wang, Yucheng Chu, Hang Li, Li Ma, Jiliang Tang |
| 2026 | WSDM | Decoupling User Features for User Cold-Start App Recommendation: Static Attributes versus Behavioral Sequences. | Bin Chen, Yu Kang, Li Ma, Yue Ding, Xiaofeng Gao |
| 2025 | CVPR | Go-with-the-Flow: Motion-Controllable Video Diffusion Models Using Real-Time Warped Noise. | Ryan D. Burgert, Yuancheng Xu, Wenqi Xian, Oliver Pilarski, Pascal Clausen, Mingming He, Li Ma, Yitong Deng, Lingxiao Li, Mohsen Mousavi, Michael S. Ryoo, Paul E. Debevec, Ning Yu |
| 2025 | CVPR | Lux Post Facto: Learning Portrait Performance Relighting with Conditional Video Diffusion and a Hybrid Dataset. | Yiqun Mei, Mingming He, Li Ma, Julien Philip, Wenqi Xian, David M. George, Xueming Yu, Gabriel Dedic, Ahmet Levent Tasel, Ning Yu, Vishal M. Patel, Paul E. Debevec |
| 2025 | ICML | Stream-level Flow Matching with Gaussian Processes. | Ganchao Wei, Li Ma |
| 2025 | IJCNN | A Transformer-Based Hybrid Model for Multi-Indicator Numerical Prediction of Marine Environment. | Li Ma, Binbin Duan, Yang Li, Yingxun Fu, Dongchao Ma |
| 2025 | SMC | TWT-LLM: A Universal and Robust Tagged Watermark for Large Language Models. | Jibin Zheng, Li Ma, Wenyin Yang, Fen Liu, Yongqiang Li, Zhengbin Liu |
| 2025 | SiggraphA | Virtually Being: Customizing Camera-Controllable Video Diffusion Models with Volumetric Performance Captures. | Yuancheng Xu, Wenqi Xian, Li Ma, Julien Philip, Ahmet Levent Tasel, Yiwei Zhao, Ryan D. Burgert, Mingming He, Oliver Hermann, Oliver Pilarski, Rahul Garg, Paul E. Debevec, Ning Yu |
| 2025 | SiggraphA | GSWT: Gaussian Splatting Wang Tiles. | Yunfan Zeng, Li Ma, Pedro V. Sander |
| 2025 | WISE | TITID: A Transformer-Based IoT Traffic Intrusion Detection Model for MQTT Networks. | Li Ma, Sipei Wu, Junxian Ye, Bin Liu, Chunrong Lai, Fen Liu, Wenyin Yang |
| 2024 | COLT | Spatial properties of Bayesian unsupervised trees. | Linxi Liu, Li Ma |
| 2024 | CVPR | SpecNeRF: Gaussian Directional Encoding for Specular Reflections. | Li Ma, Vasu Agrawal, Haithem Turki, Changil Kim, Chen Gao, Pedro V. Sander, Michael Zollhfer, Christian Richardt |
| 2024 | ICASSP | Large Language Models Augmented Rating Prediction in Recommender System. | Sichun Luo, Jiansheng Wang, Aojun Zhou, Li Ma, Linqi Song |
| 2024 | ICLR | Structural Fairness-aware Active Learning for Graph Neural Networks. | Haoyu Han, Xiaorui Liu, Li Ma, MohamadAli Torkamani, Hui Liu, Jiliang Tang, Makoto Yamada |
| 2024 | IJCNN | Federated Transformer Hawkes Processes for Distributed Event Sequence Prediction. | Xinyu Wang, Feng Qiang, Li Ma, Peng Zhang, Hong Yang, Zhao Li, Ji Zhang |
| 2024 | WWW | Lightweight GCN Encoder and Sequential Decoder for Multi-Candidate Carpooling Route Planning in Road Network. | Yucen Gao, Li Ma, Zhemeng Yu, Songjian Zhang, Jun Fang, Xiaofeng Gao, Guihai Chen |
| 2024 | SiggraphA | Fitting Spherical Gaussians to Dynamic HDRI Sequences. | Pascal Clausen, Li Ma, Mingming He, Ahmet Levent Tasel, Oliver Pilarski, Paul E. Debevec |
| 2024 | SiggraphA | DifFRelight: Diffusion-Based Facial Performance Relighting. | Mingming He, Pascal Clausen, Ahmet Levent Tasel, Li Ma, Oliver Pilarski, Wenqi Xian, Laszlo Rikker, Xueming Yu, Ryan D. Burgert, Ning Yu, Paul E. Debevec |
| 2024 | SiggraphA | Boosting 3D object generation through PBR materials. | Yitong Wang, Xudong Xu, Li Ma, Haoran Wang, Bo Dai |
| 2023 | CVPR | 3D Video Loops from Asynchronous Input. | Li Ma, Xiaoyu Li, Jing Liao, Pedro V. Sander |
| 2023 | DASFAA | Attentive Hawkes Process Application for Sequential Recommendation. | Shuodian Yu, Li Ma, Xiaofeng Gao, Jianxiong Guo, Guihai Chen |
| 2023 | ICDM | SCRIPT: Sequential Cross-Meta-Information Recommendation in Pretrain and Prompt Paradigm. | Xinyi Zhou, Jipeng Jin, Li Ma, Xiaofeng Gao, Jianbo Yang, Xiongwen Yang, Lei Xiao |
| 2023 | IJCAI | Curriculum Multi-Level Learning for Imbalanced Live-Stream Recommendation. | Shuodian Yu, Junqi Jin, Li Ma, Xiaofeng Gao, Xiaopeng Wu, Haiyang Xu, Jian Xu |
| 2023 | ICSOC | Fused User Preference Learning for Task Assignment in Mobile Crowdsourcing. | Yue Ma, Li Ma, Xiaofeng Gao, Guihai Chen |
| 2023 | ICWS | ExpoEv: Enhancing Social Recommendation Service with Social Exposure and Feature Evolution. | Li Ma, Zuowu Zheng, Xiuqi Huang, Zhaoxiang Zhang, Xiaofeng Gao, Jianxiong Guo, Guihai Chen |
| 2023 | IECON | ESO-Based Disturbance Compensation Guidance Law Design for the Unmanned Surface Vessel with Non-cooperative Target. | Zhiteng Lai, Guang Zhai, Li Ma, Shijun Wei, Zhang Chen, Bin Liang |
| 2022 | ASIACRYPT | Enhancing Differential-Neural Cryptanalysis. | Zhenzhen Bao, Jian Guo, Meicheng Liu, Li Ma, Yi Tu |
| 2022 | CVPR | TVConv: Efficient Translation Variant Convolution for Layout-aware Visual Processing. | Jierun Chen, Tianlang He, Weipeng Zhuo, Li Ma, Sangtae Ha, S.-H. Gary Chan |
| 2022 | CVPR | Deblur-NeRF: Neural Radiance Fields from Blurry Images. | Li Ma, Xiaoyu Li, Jing Liao, Qi Zhang, Xuan Wang, Jue Wang, Pedro V. Sander |
| 2022 | DASC | A Roberts cross operator combined with mathematical morphology algorithm for fabric defect detection. | Jielin Jiang, Chao Cui, Boheng Wang, Yan Cui, Li Ma |
| 2022 | HPCC | Compressive Sensing Solution Optimization Method in Sensing-Transmission-Calculation Integrated System. | Li Ma, Zelin Zhang, Yang Li, Yingxun Fu, Dongchao Ma |
| 2022 | ICANN | Heterogeneous Graph Neural Network for Multi-behavior Feature-Interaction Recommendation. | Li Ma, Zheng Chen, Yingxun Fu, Yang Li |
| 2022 | SENSYS | AutoMatch: Leveraging Traffic Camera to Improve Perception and Localization of Autonomous Vehicles. | Yuze He, Li Ma, Jiahe Cui, Zhenyu Yan, Guoliang Xing, Sen Wang, Qintao Hu, Chen Pan |
| 2022 | UIC | Deep Q-Learning Enabled Energy-Efficient Resource Allocation and Task Deployment for MEC. | Yang Li, Shunyu Wang, Gaochao Xu, Li Ma |
| 2022 | UIC | Panoramic Short Video Marketing: an accessible application of metaverse at the preliminary stage. | Li Ma, Bin Jia |
| 2021 | ACL | SciConceptMiner: A system for large-scale scientific concept discovery. | Zhihong Shen, Chieh-Han Wu, Li Ma, Chien-Pang Chen, Kuansan Wang |
| 2021 | DATE | Receptive-Field and Switch-Matrices Based ReRAM Accelerator with Low Digital-Analog Conversion for CNNs. | Yingxun Fu, Xun Liu, Jiwu Shu, Zhirong Shen, Shiye Zhang, Jun Wu, Li Ma |
| 2021 | DCC | Reducing Image Compression Artifacts for Deep Neural Networks. | Li Ma, Peixi Peng, Peiyin Xing, Yaowei Wang, Yonghong Tian |
| 2021 | GLOBECOM | DCCP: Deep Convolutional Neural Networks for Cellular Network Positioning. | Yu Lin, Yao Tong, Qinkun Zhong, Ruipeng Gao, Buyi Yin, Lei Liu, Li Ma, Hua Chai |
| 2021 | ICCV | Amplitude-Phase Recombination: Rethinking Robustness of Convolutional Neural Networks in Frequency Domain. | Guangyao Chen, Peixi Peng, Li Ma, Jia Li, Lin Du, Yonghong Tian |
| 2021 | ICIP | Enhanced Back Projection Network Based Stereo Image Super-Resolution Considering Parallax Attention. | Li Ma, Sumei Li |
| 2021 | MOBICOM | VI-eye: semantic-based 3D point cloud registration for infrastructure-assisted autonomous driving. | Yuze He, Li Ma, Zhehao Jiang, Yi Tang, Guoliang Xing |
| 2021 | VCIP | Stereo Image Super-Resolution Based on Pixel-Wise Knowledge Distillation Strategy. | Li Ma, Sumei Li |
| 2020 | CVPR | CARP: Compression Through Adaptive Recursive Partitioning for Multi-Dimensional Images. | Rongjie Liu, Meng Li, Li Ma |
| 2020 | GLOBECOM | Voyage-Based Computation Offloading for Secure Maritime Edge Networks. | Ailing Xiao, Haoting Chen, Sheng Wu, Peiying Zhang, Haihan Li, Li Ma |
| 2020 | ICAART | An Efficient Approach based on BERT and Recurrent Neural Network for Multi-turn Spoken Dialogue Understanding. | Weixing Xiong, Li Ma, Hongtao Liao |
| 2020 | IGARSS | Multi-Classifiers Consistency Based Unsupervised Manifold Alignment for Classification of Remote Sensing Images. | Hongkang Wei, Li Ma, Xiaobo Liu |
| 2020 | IGARSS | Class-Wise Adversarial Transfer Network for Remote Sensing Scene Classification. | Zixu Liu, Li Ma |
| 2020 | ISNCC | The Design of Logging while Drilling's Data Acquisition & Processing System based on High Data Rate Miller code. | Yao Liang, Xiaodong Ju, Meishan Wang, Peng Liu, Chuanwei Li, Li Ma |
| 2020 | SMC | Benign: An Automatic Optimization Framework for the Logic of Swarm Behaviors. | Jingjing Tao, Xiaomin Zhu, Li Ma, Meng Wu, Weidong Bao, Ji Wang |
| 2020 | VCIP | Stereo Image Quality Assessment Considering the Asymmetry of Statistical Information in Early Visual Pathway. | Yongli Chang, Sumei Li, Li Ma, Jie Jin |
| 2020 | SRDS | Device and Placement Aware Framework to optimize Single Failure Recoveries and Reads for Erasure Coded Storage System with Heterogeneous Storage Devices. | Yingxun Fu, Xun Liu, Jiwu Shu, Zhirong Shen, Shiye Zhang, Jun Wu, Jianyong Duan, Li Ma |
| 2019 | AAAI | Incorporating Semantic Similarity with Geographic Correlation for Query-POI Relevance Learning. | Ji Zhao, Dan Peng, Chuhan Wu, Huan Chen, Meiyu Yu, Wanji Zheng, Li Ma, Hua Chai, Jieping Ye, Xiaohu Qie |
| 2019 | FUSION | State Evaluation of GIS Equipment Based on Multi-sensor Information Fusion (Poster). | Xinlei Qiao, Kai Gao, Hua Huang, Poyan Lu, Li Ma, Lijun Jin |
| 2019 | IGARSS | Cross-Domain Extreme Learning Machine for Classification of Hyperspectral Images. | Duo Shen, Li Ma |
| 2019 | IGARSS | Mapping Spatio-Temporal Variations of Converting Farmland to Forest/Grassland on the Loess Plateau Using All Available Landsat Time-Series Images. | Zhihui Wang, Peiqing Xiao, Pan Zhang, Weiying Sun, Li Li, Feifei Dong, Xinxin Hou, Li Ma, Chengran Jin |
| 2019 | ISKE | Image Caption Model Based on Multi-Head Attention and Encoder-Decoder Framework. | Jianwei Luo, Li Ma |
| 2018 | CIS | An Improved Dynamic Clonal Selection Algorithm Using Network Intrusion Detection. | Li Ma, Jingjing Qu, Yan Chen, Shiwei Wei |
| 2018 | FUSION | The Information Fusion of the IR and UV Image for the Insulation Fault Diagnosis. | Jianyong Ai, Li Ma, Kai Gao, Lijun Jin |
| 2018 | ISPA | An Energy and Robustness Adjustable Optimization Method of File Distribution Services. | Dongchao Ma, Hongchao Li, Xingguo Sun, Li Ma, Chengan Zhao |
| 2018 | UIC | Repurchase Prediction Based on Ensemble Learning. | Danqi Xu, Wenyin Yang, Li Ma |
| 2018 | UIC | Hypergraph Partitioning for Big Data Applications. | Wenyin Yang, Li Ma, Ruchun Cui, Guojun Wang |
| 2017 | ICNC | A multilevel information processing technique for risk decision making. | Yu Xiang, Li Ma |
| 2017 | ISPA | An Adjustable Model in Data Collection Scenario for WSN. | Dongchao Ma, Cancan Zhang, Xingguo Sun, Li Ma |
| 2016 | APSCC | A Distributed Algorithm for Balanced Hypergraph Partitioning. | Wenyin Yang, Guojun Wang, Li Ma, Shiyang Wu |
| 2016 | IJCNN | Deep inverse regression with modified document probability for text classification. | Ruoxu Ren, Li Ma, Kay Chen Tan |
| 2016 | IWQoS | A reliability estimation method for reconfigurable routing and switching software. | Dongchao Ma, Shuai Zhang, Aiyun Wang, Li Ma |
| 2015 | ICNC | Facial expression recognition based on transfer learning from deep convolutional networks. | Mao Xu, Wei Cheng, Qian Zhao, Li Ma, Fang Xu |
| 2015 | ICNC | Feature representation learning on multi-scale receptive fields for objection recognition. | Qian Zhao, Li Ma, Fang Xu, Wei Cheng, Mao Xu |
| 2015 | KSEM | Research on Fair Use of Digital Content in Social Network. | Yingyu Huo, Li Ma, Yong Zhong |
| 2015 | TrustCom | Fast Epistasis Detection in Large-Scale GWAS for Intel Xeon Phi Clusters. | Glenn R. Luecke, Nathan T. Weeks, Brandon M. Groth, Marina Kraeva, Li Ma, Luke M. Kramer, James E. Koltes, James M. Reecy |
| 2014 | VCIP | A fast background model based surveillance video coding in HEVC. | Li Ma, Honggang Qi, Siyu Zhu, Siwei Ma |
| 2014 | SECON | Entropy based compressive wideband spectrum sensing for small-scale primary users. | Yuan Jing, Li Ma, Peng Li, Ji Ma, Haoyu Li, Xiaofeng Yang, Bin Niu |
| 2014 | TridentCom | On the Routing of Wide-Sense Circuit - Based on Algebraic Switching Fabric. | Qian Zhan, Hui Li, Li Ma, Shijie Lv |
| 2013 | GLOBECOM | Reliability of all-to-all broadcast with network coding. | Li Ma, Zihuai Lin, Zijie Zhang, Guoqiang Mao, Branka Vucetic |
| 2013 | HPCC | Robust Spectrum Sensing for Small-Scale Primary Users under Low Signal-to-Noise Ratio. | Yuan Jing, Li Ma, Peng Li, Ji Ma, Bin Niu |
| 2013 | ICIG | A Modified Census Transform Based on the Neighborhood Information for Stereo Matching Algorithm. | Li Ma, Jingjiao Li, Ji Ma, Hanyue Zhang |
| 2013 | IGARSS | Laplacian support vector machine for hyperspectral image classification by using manifold learning algorithms. | Xiaopan Wang, Li Ma, Fujiang Liu |
| 2012 | IGARSS | Estimation of maize planting area using mixed field decomposition of multi-temporal TM images. | Xiaohe Gu, Yansheng Dong, Li Ma, Yingying Dong |
| 2012 | TrustCom | HyperDomain: Enabling Inspection of Malicious VMM's Misbehavior. | Wenyin Yang, Li Ma |
| 2011 | MASS | The Trajectory Exposure Problem in Location-Aware Mobile Networking. | Li Ma, Jiangchuan Liu, Limin Sun, Ouldooz Baghban Karimi |
| 2010 | ICMLC | A trust evaluation method for dynamic distributed environment. | Li Ma, Yongmei Zhang, Qi Wei |
| 2010 | ICMLC | Robot force position control without impact: Method and application. | Jinzhuang Xiao, Xiao-Yan Li, Hongrui Wang, Li Ma |
| 2010 | IGARSS | Anomaly detection for hyperspectral images using local tangent space alignment. | Li Ma, Melba M. Crawford, Jinwen Tian |
| 2010 | ISPA | Parallelization of Thermal Recovery Simulation Based on PETSc. | Lin Liu, Wei Xue, Jiwu Shu, Li Ma |
| 2009 | ICDE | Efficient Indices Using Graph Partitioning in RDF Triple Stores. | Ying Yan, Chen Wang, Aoying Zhou, Weining Qian, Li Ma, Yue Pan |
| 2009 | SAC | Real-time scheduling for continuous queries with deadlines. | Li Ma, Xin Li, Yongyan Wang, Hongan Wang |
| 2009 | SNPD | The Method of Parallel Optimization and Parallel Recognition Based on Data Dependence. | Zhao Yan, Lei Liu, Li Ma |
| 2009 | RTCSA | QoS-Aware Scheduling for Mixed Real-Time Queries over Data Streams. | Xin Li, Zhiping Jia, Li Ma, Zhiwei Qin, Haiyang Wang |
| 2008 | APWEB | Detecting Overlapping Community Structures in Networks with Global Partition and Local Expansion. | Fang Wei, Chen Wang, Li Ma, Aoying Zhou |
| 2008 | WWW | Efficiently querying rdf data in triple stores. | Ying Yan, Chen Wang, Aoying Zhou, Weining Qian, Li Ma, Yue Pan |
| 2008 | SIGMOD | Effective and efficient semantic web data management over DB2. | Li Ma, Chen Wang, Jing Lu, Feng Cao, Yue Pan, Yong Yu |
| 2007 | AAAI | Scalable Semantic Retrieval through Summarization and Refinement. | Julian Dolby, Achille Fokoue, Aditya Kalyanpur, Aaron Kershenbaum, Edith Schonberg, Kavitha Srinivas, Li Ma |
| 2007 | HCI | UX Office. A New Software Application for User Experience Services. | Li Ma, Xiaowei Yuan |
| 2007 | ICNC | Pruning LS-SVM Based Battery Model for Electric Vehicles. | Xiao Lei, C. C. Chan, Kaipei Liu, Li Ma |
| 2007 | WWW | Explorations in the use of semantic web technologies for product information management. | Jean-Sbastien Brunner, Li Ma, Chen Wang, Lei Zhang, Daniel C. Wolfson, Yue Pan, Kavitha Srinivas |
| 2007 | VLDB | SOR: A Practical System for Ontology Storage, Reasoning and Search. | Jing Lu, Li Ma, Lei Zhang, Jean-Sbastien Brunner, Chen Wang, Yue Pan, Yong Yu |
| 2006 | APWEB | Ontology Driven Securities Data Management and Analysis. | Xueqiao Hou, Gang Hu, Li Ma, Tao Liu, Yue Pan, Qian Qian |
| 2006 | CBMS | A Modified Generalized RBF Model with EM-based Learning Algorithm for Medical Applications. | Li Ma, Abdul Wahab, Chai Quek |
| 2006 | ICNC | Harmonic Source Model Based on Support Vector Machine. | Li Ma, Kaipei Liu, Xiao Lei |
| 2006 | PRIMA | A Layered Semantics for Mobile Computation*. | Jianghua Lv, Shilong Ma, Jing Pan, Li Ma |
| 2005 | CAINE | A New Algorithm for Order-Independent Clustering. | Li Ma, Abdul Wahab, Chai Quek |
| 2005 | WCNC | SMART-FRX: a novel error-recovery scheme to improve performance of mobile SCTP during WLAN to cellular forced vertical handover. | Li Ma, Fei Yu, Victor C. M. Leung |
| 2004 | CIKM | RStar: an RDF storage and query system for enterprise resource management. | Li Ma, Zhong Su, Yue Pan, Li Zhang, Tao Liu |
| 2004 | WCNC | Effects of mobility on packet level performance of connection-oriented multimedia traffic over packet-switched cellular networks. | Fei Yu, Li Ma, Victor C. M. Leung |
| 2003 | BMVC | Learning Based Resolution Enhancement of Iris Images. | Junzhou Huang, Li Ma, Tieniu Tan, Yunhong Wang |
| 2003 | COMPSAC | A Hierarchical Strategy for Testing Web-Based Applications and Ensuring Their Reliability. | Jeff Tian, Li Ma, Zhao Li, Akif Gnes Koru |
| 2003 | ICWE | Analyzing Errors and Referral Pairs to Characterize Common Problems and Improve Web Reliability. | Li Ma, Jeff Tian |
| 2002 | ICPR | Iris Recognition Using Circular Symmetric Filters. | Li Ma, Yunhong Wang, Tieniu Tan |
| 2002 | ICPR | Invariant Texture Segmentation Via Circular Gabor Filters. | Jianguo Zhang, Tieniu Tan, Li Ma |