| 2025 | CVPR | UniMamba: Unified Spatial-Channel Representation Learning with Group-Efficient Mamba for LiDAR-based 3D Object Detection. | Xin Jin, Haisheng Su, Kai Liu, Cong Ma, Wei Wu, Fei Hui, Junchi Yan |
| 2025 | CVPR | RoboSense: Large-scale Dataset and Benchmark for Egocentric Robot Perception and Navigation in Crowded and Unstructured Environments. | Haisheng Su, Feixiang Song, Cong Ma, Wei Wu, Junchi Yan |
| 2025 | ICCV | GeoFormer: Geometry Point Encoder for 3D Object Detection with Graph-Based Transformer. | Xin Jin, Haisheng Su, Cong Ma, Kai Liu, Wei Wu, Fei Hui, Junchi Yan |
| 2024 | AAAI | SwiftPillars: High-Efficiency Pillar Encoder for Lidar-Based 3D Detection. | Xin Jin, Kai Liu, Cong Ma, Ruining Yang, Fei Hui, Wei Wu |
| 2024 | COLING | Born a BabyNet with Hierarchical Parental Supervision for End-to-End Text Image Machine Translation. | Cong Ma, Yaping Zhang, Zhiyang Zhang, Yupu Liang, Yang Zhao, Yu Zhou, Chengqing Zong |
| 2024 | COLT | Top-K ranking with a monotone adversary. | Yuepeng Yang, Antares Chen, Lorenzo Orecchia, Cong Ma |
| 2024 | CVPR | HoloVic: Large-scale Dataset and Benchmark for Multi-Sensor Holographic Intersection and Vehicle-Infrastructure Cooperative. | Cong Ma, Lei Qiao, Chengkai Zhu, Kai Liu, Zelong Kong, Qing Li, Xueqi Zhou, Yuheng Kan, Wei Wu |
| 2024 | ECCV | H-V2X: A Large Scale Highway Dataset for BEV Perception. | Chang Liu, Mingxu Zhu, Cong Ma |
| 2024 | ICASSP | Vector Quantization Knowledge Transfer for End-to-End Text Image Machine Translation. | Cong Ma, Yaping Zhang, Yang Zhao, Yu Zhou, Chengqing Zong |
| 2024 | ICLR | Maximum Likelihood Estimation is All You Need for Well-Specified Covariate Shift. | Jiawei Ge, Shange Tang, Jianqing Fan, Cong Ma, Chi Jin |
| 2024 | NAACL | Document Image Machine Translation with Dynamic Multi-pre-trained Models Assembling. | Yupu Liang, Yaping Zhang, Cong Ma, Zhiyang Zhang, Yang Zhao, Lu Xiang, Chengqing Zong, Yu Zhou |
| 2024 | RECOMB | Mapping the Topography of Spatial Gene Expression with Interpretable Deep Learning. | Uthsav Chitra, Brian J. Arnold, Hirak Sarkar, Cong Ma, Sereno Lopez-Darwin, Kohei Sanno, Benjamin J. Raphael |
| 2024 | RECOMB | Inferring Allele-Specific Copy Number Aberrations and Tumor Phylogeography from Spatially Resolved Transcriptomics. | Cong Ma, Metin Balaban, Jingxian Liu, Siqi Chen, Li Ding, Benjamin J. Raphael |
| 2024 | VTC | A Multi-Link Based Seamless Handoff Scheme for Next Generation Wi-Fi Networks. | Cong Ma, Li Yan, Rong He, Xuming Fang, Liuming Lu, Chaoming Luo |
| 2023 | EMNLP | CCIM: Cross-modal Cross-lingual Interactive Image Translation. | Cong Ma, Yaping Zhang, Mei Tu, Yang Zhao, Yu Zhou, Chengqing Zong |
| 2023 | ICDAR | Multi-teacher Knowledge Distillation for End-to-End Text Image Machine Translation. | Cong Ma, Yaping Zhang, Mei Tu, Yang Zhao, Yu Zhou, Chengqing Zong |
| 2023 | ICDAR | E2TIMT: Efficient and Effective Modal Adapter for Text Image Machine Translation. | Cong Ma, Yaping Zhang, Mei Tu, Yang Zhao, Yu Zhou, Chengqing Zong |
| 2023 | ICDM | Unlocking Decentralized Lending Protocols: Semantic Unification and Risk Spillover Assessment. | Tianze Zhang, Haolin Ren, Qian'Ang Mao, Cong Ma, Shuxi Liang, Daning Hu, Xiao Fan Liu |
| 2023 | ICLR | O(T | Yuepeng Yang, Cong Ma |
| 2023 | ICML | The Power of Preconditioning in Overparameterized Low-Rank Matrix Sensing. | Xingyu Xu, Yandi Shen, Yuejie Chi, Cong Ma |
| 2023 | ICML | Jump-Start Reinforcement Learning. | Ikechukwu Uchendu, Ted Xiao, Yao Lu, Banghua Zhu, Mengyuan Yan, Josphine Simon, Matthew Bennice, Chuyuan Fu, Cong Ma, Jiantao Jiao, Sergey Levine, Karol Hausman |
| 2022 | AISTATS | Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Completion. | Tian Tong, Cong Ma, Ashley Prater-Bennette, Erin E. Tripp, Yuejie Chi |
| 2022 | ICASSP | Accelerating ILL-Conditioned Robust Low-Rank Tensor Regression. | Tian Tong, Cong Ma, Yuejie Chi |
| 2022 | ICML | A new similarity measure for covariate shift with applications to nonparametric regression. | Reese Pathak, Cong Ma, Martin J. Wainwright |
| 2022 | ICPR | Improving End-to-End Text Image Translation From the Auxiliary Text Translation Task. | Cong Ma, Yaping Zhang, Mei Tu, Xu Han, Linghui Wu, Yang Zhao, Yu Zhou |
| 2022 | RECOMB | Belayer: Modeling Discrete and Continuous Spatial Variation in Gene Expression from Spatially Resolved Transcriptomics. | Cong Ma, Uthsav Chitra, Shirley Zhang, Benjamin J. Raphael |
| 2020 | AAAI | Multi-Spectral Salient Object Detection by Adversarial Domain Adaptation. | Shaoyue Song, Hongkai Yu, Zhenjiang Miao, Jianwu Fang, Kang Zheng, Cong Ma, Song Wang |
| 2020 | ICASSP | BBA-NET: A Bi-Branch Attention Network For Crowd Counting. | Yi Hou, Chengyang Li, Fan Yang, Cong Ma, Liping Zhu, Yuan Li, Huizhu Jia, Xiaodong Xie |
| 2020 | ICASSP | Sequence-to-Sequence Labanotation Generation Based on Motion Capture Data. | Min Li, Zhenjiang Miao, Cong Ma |
| 2020 | ICONIP | High-Level Task-Driven Single Image Deraining: Segmentation in Rainy Days. | Mengxi Guo, Mingtao Chen, Cong Ma, Yuan Li, Xianfeng Li, Xiaodong Xie |
| 2020 | ISCAS | Optical Flow-Guided Mask Generation Network for Video Segmentation. | Yunyi Li, Fangping Chen, Fan Yang, Cong Ma, Yuan Li, Huizhu Jia, Xiaodong Xie |
| 2020 | WABI | Exact Transcript Quantification Over Splice Graphs. | Cong Ma, Hongyu Zheng, Carl Kingsford |
| 2019 | ACSSC | Beyond Procrustes: Balancing-free Gradient Descent for Asymmetric Low-Rank Matrix Sensing. | Cong Ma, Yuanxin Li, Yuejie Chi |
| 2019 | AISTATS | Nonconvex Matrix Factorization from Rank-One Measurements. | Yuanxin Li, Cong Ma, Yuxin Chen, Yuejie Chi |
| 2019 | WABI | Detecting Transcriptomic Structural Variants in Heterogeneous Contexts via the Multiple Compatible Arrangements Problem. | Yutong Qiu, Cong Ma, Han Xie, Carl Kingsford |
| 2018 | ACCV | Detecting Anomalous Trajectories via Recurrent Neural Networks. | Cong Ma, Zhenjiang Miao, Min Li, Shaoyue Song, Ming-Hsuan Yang |
| 2018 | ICIP | Dense Relation Network: Learning Consistent and Context-Aware Representation for Semantic Image Segmentation. | Yueqing Zhuang, Fan Yang, Li Tao, Cong Ma, Ziwei Zhang, Yuan Li, Huizhu Jia, Xiaodong Xie, Wen Gao |
| 2018 | ICML | Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval and Matrix Completion. | Cong Ma, Kaizheng Wang, Yuejie Chi, Yuxin Chen |
| 2018 | ICPR | RelationNet: Learning Deep-Aligned Representation for Semantic Image Segmentation. | Yueqing Zhuang, Li Tao, Fan Yang, Cong Ma, Ziwei Zhang, Huizhu Jia, Xiaodong Xie |
| 2017 | EMNLP | Multi-modal Summarization for Asynchronous Collection of Text, Image, Audio and Video. | Haoran Li, Junnan Zhu, Cong Ma, Jiajun Zhang, Chengqing Zong |
| 2016 | ADC | Spatial Textual Top-k Search in Mobile Peer-to-Peer Networks. | Thao P. Nghiem, Cong Ma, J. Shane Culpepper, Timos Sellis |
| 2016 | ICASSP | Saliency preprocessing for person re-identification images. | Cong Ma, Zhenjiang Miao, Min Li |
| 2016 | ICIP | Saliency prior context model for visual tracking. | Cong Ma, Zhenjiang Miao, Xiao-Ping (Steven) Zhang |
| 2015 | DATE | A hardware implementation of a radial basis function neural network using stochastic logic. | Yuan Ji, Feng Ran, Cong Ma, David J. Lilja |
| 2015 | KDD | Panther: Fast Top-k Similarity Search on Large Networks. | Jing Zhang, Jie Tang, Cong Ma, Hanghang Tong, Yu Jing, Juanzi Li |
| 2014 | EuroPar | Improving Energy and Performance with Spintronics Caches in Multicore Systems. | William Tuohy, Cong Ma, Pushkar Nandkar, Nishant Borse, David J. Lilja |
| 2014 | FCCM | A Multi-phase Clock Time-to-Digital Convertor Based on ISERDES Architecture. | Tian Xiang, Lei Zhao, Xi Jin, Tianqi Wang, Shaoping Chu, Cong Ma, Shubin Liu, Qi An, Xue Ben |