| 2026 | AAAI | ReCast: Reliability-aware Codebook-assisted Lightweight Time Series Forecasting. | Xiang Ma, Taihua Chen, Pengcheng Wang, Xuemei Li, Caiming Zhang |
| 2026 | AAAI | Aligning the True Semantics: Constrained Decoupling and Distribution Sampling for Cross-Modal Alignment. | Xiang Ma, Lexin Fang, Litian Xu, Caiming Zhang |
| 2026 | COMPSAC | SemGraphRAG: Hybrid RAG with Semantic Knowledge Graph Integration. | An Ngoc Lam, Brian Elvester, Roberto Avogadro, Aleena Thomas, Xiang Ma |
| 2025 | CVPR | Minding Fuzzy Regions: A Data-driven Alternating Learning Paradigm for Stable Lesion Segmentation. | Lexin Fang, Yunyang Xu, Xiang Ma, Xuemei Li, Caiming Zhang |
| 2025 | IJCNN | Weakly Supervised Video Anomaly Detection Based on Spatiotemporal Dual-Memory Enhancement and Contrastive Magnitude. | Xiang Ma, Guoyou Zhang, Lihu Pan, Rui Zhang, Dali Gong |
| 2025 | SAC | Context-driven Edge-based Data Sharing for Industrial IoT Data Spaces. | An Ngoc Lam, Phu Hong Nguyen, Xiang Ma |
| 2024 | AAAI | U-Mixer: An Unet-Mixer Architecture with Stationarity Correction for Time Series Forecasting. | Xiang Ma, Xuemei Li, Lexin Fang, Tianlong Zhao, Caiming Zhang |
| 2024 | IJCNN | Enhanced Reverse Distillation Guided Segmentation Network for Anomaly Detection. | Li Xu, Xiang Ma, Jiahao Chen, Qinzhen Xu, Luxi Yang |
| 2024 | MICCAI | Misaligned 3D Texture Optimization in MIS Utilizing Generative Framework. | Jieyu Zheng, Xiaojian Li, Hangjie Mo, Ling Li, Xiang Ma |
| 2024 | VTC | Power Scheduling and Cost Optimization of a Grid Integrated PV and BESS Fast Charging using SARSA Reinforcement Learning. | Arifa Sultana, Xiang Ma, Rose Qingyang Hu, Hongjie Wang |
| 2023 | GPC | VMD-AC-LSTM: An Accurate Prediction Method for Solar Irradiance. | Jianwei Wang, Ke Yan, Xiang Ma |
| 2022 | FPL | A-U3D: A Unified 2D/3D CNN Accelerator on the Versal Platform for Disparity Estimation. | Tianyu Zhang, Dong Li, Hong Wang, Yunzhi Li, Xiang Ma, Wei Luo, Yu Wang, Yang Huang, Yi Li, Yu Zhang, Xinlin Yang, Xijie Jia, Qiang Lin, Lu Tian, Fan Jiang, Dongliang Xie, Hong Luo, Yi Shan |
| 2022 | GLOBECOM | A New Implementation of Federated Learning for Privacy and Security Enhancement. | Xiang Ma, Haijian Sun, Rose Qingyang Hu, Yi Qian |
| 2022 | IECON | Temporal-spatial Feature Fusion for Few-shot Skeleton-based Action Recognition. | Leiyang Xu, Qiang Wang, Xiaotian Lin, Lin Yuan, Xiang Ma |
| 2022 | IECON | Spatial Transformer Network with Transfer Learning for Small-scale Fine-grained Skeleton-based Tai Chi Action Recognition. | Lin Yuan, Zhen He, Qiang Wang, Leiyang Xu, Xiang Ma |
| 2021 | DASC | Short-term Solar Irradiation Prediction Model Based on WCNN_ALSTM. | Maozheng Pi, Ning Jin, Xiang Ma, Ke Yan |
| 2021 | DASC | Measurement spatial deformation of bone loading based on 3D surface modeling. | Guoliang Su, Jianjun Cui, Xiang Ma |
| 2021 | DASC | A deep learning model for PM2.5 concentration prediction. | Zhendong Zhang, Xiang Ma, Ke Yan |
| 2021 | VTC | User Scheduling for Federated Learning Through Over-the-Air Computation. | Xiang Ma, Haijian Sun, Qun Wang, Rose Qingyang Hu |
| 2020 | CIKM | Zero-Shot Heterogeneous Transfer Learning from Recommender Systems to Cold-Start Search Retrieval. | Tao Wu, Ellie Ka In Chio, Heng-Tze Cheng, Yu Du, Steffen Rendle, Dima Kuzmin, Ritesh Agarwal, Li Zhang, John R. Anderson, Sarvjeet Singh, Tushar Chandra, Ed H. Chi, Wen Li, Ankit Kumar, Xiang Ma, Alex Soares, Nitin Jindal, Pei Cao |
| 2020 | GLOBECOM | Scheduling Policy and Power Allocation for Federated Learning in NOMA Based MEC. | Xiang Ma, Haijian Sun, Rose Qingyang Hu |
| 2015 | CCGRID | A Deep Learning Prediction Process Accelerator Based FPGA. | Qi Yu, Chao Wang, Xiang Ma, Xi Li, Xuehai Zhou |
| 2015 | CLUSTER | An FPGA-Based Accelerator for Neighborhood-Based Collaborative Filtering Recommendation Algorithms. | Xiang Ma, Chao Wang, Qi Yu, Xi Li, Xuehai Zhou |
| 2014 | ICMV | Unified framework of face hallucination across multiple modalities. | Xiang Ma, Junhui Liu, Wenmin Li |
| 2012 | CVPR | Learning a background model for change detection. | Ashutosh Morde, Xiang Ma, Sadiye Guler |
| 2011 | AVSS | AVSS2011 demo session: GPU enabled Smart Video Node. | Sadiye Guler, Jay Silverstein, Ian A. Pushee, Xiang Ma, Ashutosh Morde |
| 2010 | AVSS | Who, what, when, where, why and how in video analysis: an application centric view. | Sadiye Guler, Jason A. Silverstein, Ian A. Pushee, Xiang Ma, Ashutosh Morde |
| 2009 | ICASSP | Dynamic updating and downdating matrix SVD and tensor HOSVD for adaptive indexing and retrieval of motion trajectories. | Xiang Ma, Dan Schonfeld, Ashfaq A. Khokhar |
| 2009 | ICIAP | Hallucinating Faces: Global Linear Modal Based Super-Resolution and Position Based Residue Compensation. | Xiang Ma, Junping Zhang, Chun Qi |
| 2009 | ICIP | Robust video mining based on local similarity alignment of motion trajectories. | Xiang Ma, Ashfaq A. Khokhar, Dan Schonfeld |
| 2008 | EUC | A Probabilistic Approach to Consistency Checking for Pervasive Context. | Yu Huang, Xiang Ma, XianPing Tao, Jiannong Cao, Jian Lu |
| 2008 | ICASSP | Distributed multi-dimensional hidden Markov models for image and trajectory-based video classifications. | Xiang Ma, Dan Schonfeld, Ashfaq A. Khokhar |
| 2007 | ICIP | A General Two-Dimensional Hidden Markov Model and its Application in Image Classification. | Xiang Ma, Dan Schonfeld, Ashfaq A. Khokhar |
| 2005 | PDCAT | Integration and Share of Spatial Data Based on Web Service. | Xiang Ma, Qunhua Pan, Minglu Li |