| 2026 | ACL | Hierarchical Visual Agent: Managing Contexts in Joint Image-Text Space for Advanced Chart Reasoning. | Qihua Dong, Ruozhen He, Junwen Chen, Yizhou Wang, Xu Ma, Songyao Jiang, Yun Fu |
| 2026 | ACL | Towards Unified Multimodal Large Language Models: A survey. | Xu Ma, Yitian Zhang, Yun Fu |
| 2025 | ACL | ConFit v2: Improving Resume-Job Matching using Hypothetical Resume Embedding and Runner-Up Hard-Negative Mining. | Xiao Yu, Ruize Xu, Chengyuan Xue, Jinzhong Zhang, Xu Ma, Zhou Yu |
| 2025 | GLOBECOM | Computing, Transmission Resource and Task Allocation in RISs-aided MEC Network for Green Communication. | Zijun Wu, Haijun Zhang, Xinrong Yao, Xu Ma, Victor C. M. Leung |
| 2025 | ICASSP | SpectralCam: High-Resolution Low-Cost Spectral Imaging Using DSLR Cameras. | A. Paruchuri, Andres Ramirez-Jaime, Gonzalo R. Arce, A. Alrushud, Xu Ma, R. Radpour |
| 2025 | ICLR | Accessing Vision Foundation Models via ImageNet-1K. | Yitian Zhang, Xu Ma, Yue Bai, Huan Wang, Yun Fu |
| 2024 | CVPR | Rewrite the Stars. | Xu Ma, Xiyang Dai, Yue Bai, Yizhou Wang, Yun Fu |
| 2024 | ICLR | Efficient Modulation for Vision Networks. | Xu Ma, Xiyang Dai, Jianwei Yang, Bin Xiao, Yinpeng Chen, Yun Fu, Lu Yuan |
| 2024 | TrustCom | Backdoor Attacks Optimized through Genetic Algorithm-Driven Data Augmentation Combinations in Deep Neural Networks. | Yilun Lyu, Xu Ma, Yuan Ma |
| 2023 | ICCV | Explaining Adversarial Robustness of Neural Networks from Clustering Effect Perspective. | Yulin Jin, Xiaoyu Zhang, Jian Lou, Xu Ma, Zilong Wang, Xiaofeng Chen |
| 2023 | ICCV | Efficient Converted Spiking Neural Network for 3D and 2D Classification. | Yuxiang Lan, Yachao Zhang, Xu Ma, Yanyun Qu, Yun Fu |
| 2023 | ICCV | BEV-DG: Cross-Modal Learning under Bird's-Eye View for Domain Generalization of 3D Semantic Segmentation. | Miaoyu Li, Yachao Zhang, Xu Ma, Yanyun Qu, Yun Fu |
| 2023 | ICLR | Image as Set of Points. | Xu Ma, Yuqian Zhou, Huan Wang, Can Qin, Bin Sun, Chang Liu, Yun Fu |
| 2022 | CVPR | Towards Layer-wise Image Vectorization. | Xu Ma, Yuqian Zhou, Xingqian Xu, Bin Sun, Valerii Filev, Nikita Orlov, Yun Fu, Humphrey Shi |
| 2022 | ICDM | Making Reconstruction-based Method Great Again for Video Anomaly Detection. | Yizhou Wang, Can Qin, Yue Bai, Yi Xu, Xu Ma, Yun Fu |
| 2022 | ICLR | Rethinking Network Design and Local Geometry in Point Cloud: A Simple Residual MLP Framework. | Xu Ma, Can Qin, Haoxuan You, Haoxi Ran, Yun Fu |
| 2022 | UCC | Online Self-Evolving Anomaly Detection for Reliable Cloud Computing. | Tianyu Bai, Haili Wang, Jingda Guo, Xu Ma, Mahendra Talasila, Sihai Tang, Song Fu, Qing Yang |
| 2021 | ACNS | CECMLP: New Cipher-Based Evaluating Collaborative Multi-layer Perceptron Scheme in Federated Learning. | Yuqi Chen, Xiaoyu Zhang, Yi Xie, Meixia Miao, Xu Ma |
| 2021 | FPGA | APCNN: Explore Multi-Layer Cooperation for CNN Optimization and Acceleration on FPGA. | Beilei Jiang, Xianwei Cheng, Sihai Tang, Xu Ma, Zhaochen Gu, Hui Zhao, Song Fu |
| 2021 | HPCC | BOBBLE: A Mixed Routing-Granularity Distributed Load Balancing for Data Center Networks. | Zhengzhi Xu, Yifei Lu, Xu Ma |
| 2021 | SIGIR | Towards a Better Tradeoff between Effectiveness and Efficiency in Pre-Ranking: A Learnable Feature Selection based Approach. | Xu Ma, Pengjie Wang, Hui Zhao, Shaoguo Liu, Chuhan Zhao, Wei Lin, Kuang-Chih Lee, Jian Xu, Bo Zheng |
| 2020 | HPCC | DCTCP with Front Marking: Decouple ECN Control Loop From The Queuing Delay. | Xu Ma, Yifei Lu, Zhengzhi Xu |
| 2020 | ICIP | Cascaded Context Dependency: An Extremely Lightweight Module For Deep Convolutional Neural Networks. | Xu Ma, Zhinan Qiao, Jingda Guo, Sihai Tang, Qi Chen, Qing Yang, Song Fu |
| 2020 | ICIP | Non-Linear 3d Reconstruction For Compressive X-Ray Tomosynthesis. | Qile Zhao, Xu Ma, Angela P. Cuadros, Gonzalo R. Arce, Rui Chen |
| 2020 | IJCAI | Position-Aware Recalibration Module: Learning From Feature Semantics and Feature Position. | Xu Ma, Song Fu |
| 2020 | KDD | Polestar: An Intelligent, Efficient and National-Wide Public Transportation Routing Engine. | Hao Liu, Ying Li, Yanjie Fu, Huaibo Mei, Jingbo Zhou, Xu Ma, Hui Xiong |
| 2019 | ICASSP | K-edge Coded Apertures for Compressive Spectral X-ray Tomography. | Angela P. Cuadros, Xu Ma, Gonzalo R. Arce |
| 2018 | ICMLC | Predicting Future Visitors Of Restaurants Using Big Data. | Xu Ma, Yanshan Tian, Chu Luo, Yuehui Zhang |
| 2018 | IWCMC | Sparse Channel Estimation for MIMO Systems based on Time-Domain Training Sequence Optimization. | Xu Ma, Fang Yang, Ling Cheng, Jian Song |
| 2018 | KDD | Du-Parking: Spatio-Temporal Big Data Tells You Realtime Parking Availability. | Yuecheng Rong, Zhimian Xu, Ruibo Yan, Xu Ma |
| 2017 | FUSION | Terrain classification of aerial image based on low-rank recovery and sparse representation. | Xu Ma, Shuai Hao, Yongmei Cheng |
| 2017 | IWCMC | Indoor positioning system based on visible light communication with gray-coded identification. | Junnan Gao, Fang Yang, Xu Ma |
| 2017 | IWCMC | Doubly selective channel estimation for MIMO systems based on structured compressive sensing. | Xu Ma, Fang Yang, Sicong Liu, Jian Song, Zhu Han |
| 2016 | GLOBECOM | Training Sequence Design and Optimization for Structured Compressive Sensing Based Channel Estimation in Massive MIMO Systems. | Xu Ma, Fang Yang, Sicong Liu, Jian Song, Zhu Han |
| 2016 | IWCMC | Pilot allocation for MIMO-OFDM systems: A structured compressive sensing perspective. | Xuesi Wang, Jintao Wang, Xu Ma, Chang-Yong Pan |
| 2015 | GLOBECOM | A Study of Training Sequence Design for Channel Estimation Based on Compressive Sensing. | Xu Ma, Fang Yang, Wenbo Ding, Jian Song |
| 2015 | IWCMC | A positioning compatible multi-service transmission system based on the integration of VLC and PLC. | Xu Ma, Wenbo Ding, Fang Yang, Hui Yang, Jian Song |
| 2013 | CISS | Mean Square Limitations of Spatially Invariant Networked Systems. | Nicola Elia, Jing Wang, Xu Ma |