| 2026 | ISCAS | An Elzakker Dynamic Comparator with Improved Speed and Rejection to Meta-Stability. | Chunfeng Bai, Jiahang Xu, Tao Ma |
| 2026 | SIGCOMM | Rethinking Transparent TCP Replacement: Practical Lessons from SMC-R in the Cloud. | Jingxuan Li, Wen Gu, Wei Shi, Yang Lu, Guangguan Wang, Lie Lu, Yong Yang, Jinhu Li, Teng Ma, Tao Ma |
| 2025 | AAAI | M3Net: Multimodal Multi-task Learning for 3D Detection, Segmentation, and Occupancy Prediction in Autonomous Driving. | Xuesong Chen, Shaoshuai Shi, Tao Ma, Jingqiu Zhou, Simon See, Ka Chun Cheung, Hongsheng Li |
| 2025 | CVPR | SOLVE: Synergy of Language-Vision and End-to-End Networks for Autonomous Driving. | Xuesong Chen, Linjiang Huang, Tao Ma, Rongyao Fang, Shaoshuai Shi, Hongsheng Li |
| 2025 | EMNLP | Group-SAE: Efficient Training of Sparse Autoencoders for Large Language Models via Layer Groups. | Davide Ghilardi, Federico Belotti, Marco Molinari, Tao Ma, Matteo Palmonari |
| 2025 | INDIN | Bone Age Prediction using a Convolutional Neural Network-based Regression Algorithm employing Attention-Directing and Cluster. | Tao Ma, Tinghong Ye, Lixin Deng, Yizhu Tang, TakMan Lo, Kaip Tse, Jiatao Wu, Yuzhi Huang, Zhihao Li, Renzhi Lu |
| 2025 | INFOCOM | R | Caihui Du, Rongrong Zhang, Chaocan Xiang, Jihong Yu, Tao Ma |
| 2025 | ISCAS | A High-Sensitivity and Wide-Dynamic-Range Image Sensor with Extended-Silicon Responsive Spectrum from 254 nm to 1310 nm. | Tao Ma, Xiaoliu Liu, Xin Jin, Chao Gao, Zhou Zhou, Kai Wang, Yihong Qi |
| 2025 | MICCAI | MoST-IG: Morphology-Guided Spatial Transcriptomics Integration via Visual-Genomic Graph Optimal Transport. | Liting Yu, Tao Ma, Weiqin Zhao, Zhuo Liang, Lequan Yu |
| 2024 | ICLR | A Framework for Policy Evaluation Enhancement by Diffusion Models. | Tao Ma, Xuzhi Yang |
| 2024 | ICLR | DiLu: A Knowledge-Driven Approach to Autonomous Driving with Large Language Models. | Licheng Wen, Daocheng Fu, Xin Li, Xinyu Cai, Tao Ma, Pinlong Cai, Min Dou, Botian Shi, Liang He, Yu Qiao |
| 2024 | ICRA | VeloVox: A Low-Cost and Accurate 4D Object Detector with Single-Frame Point Cloud of Livox LiDAR. | Tao Ma, Zhiwei Zheng, Hongbin Zhou, Xinyu Cai, Xuemeng Yang, Yikang Li, Botian Shi, Hongsheng Li |
| 2024 | USENIX | Diagnosing Application-network Anomalies for Millions of IPs in Production Clouds. | Zhe Wang, Huanwu Hu, Linghe Kong, Xinlei Kang, Qiao Xiang, Jingxuan Li, Yang Lu, Zhuo Song, Peihao Yang, Jiejian Wu, Yong Yang, Tao Ma, Zheng Liu, Xianlong Zeng, Dennis Cai, Guihai Chen |
| 2024 | USENIX | HydraRPC: RPC in the CXL Era. | Teng Ma, Zheng Liu, Chengkun Wei, Jialiang Huang, Youwei Zhuo, Haoyu Li, Ning Zhang, Yijin Guan, Dimin Niu, Mingxing Zhang, Tao Ma |
| 2024 | SOSP | TrEnv: Transparently Share Serverless Execution Environments Across Different Functions and Nodes. | Jialiang Huang, Mingxing Zhang, Teng Ma, Zheng Liu, Sixing Lin, Kang Chen, Jinlei Jiang, Xia Liao, Yingdi Shan, Ning Zhang, Mengting Lu, Tao Ma, Haifeng Gong, YongWei Wu |
| 2023 | BMVC | AGMDT: Virtual Staining of Renal Histology Images with Adjacency-Guided Multi-Domain Transfer. | Tao Ma, Chao Zhang, Min Lu, Lin Luo |
| 2023 | CVPR | LoGoNet: Towards Accurate 3D Object Detection with Local-to-Global Cross- Modal Fusion. | Xin Li, Tao Ma, Yuenan Hou, Botian Shi, Yuchen Yang, Youquan Liu, Xingjiao Wu, Qin Chen, Yikang Li, Yu Qiao, Liang He |
| 2023 | ICCV | DetZero: Rethinking Offboard 3D Object Detection with Long-term Sequential Point Clouds. | Tao Ma, Xuemeng Yang, Hongbin Zhou, Xin Li, Botian Shi, Junjie Liu, Yuchen Yang, Zhizheng Liu, Liang He, Yu Qiao, Yikang Li, Hongsheng Li |
| 2023 | ISSTA | KeenTune: Automated Tuning Tool for Cloud Application Performance Testing and Optimization. | Qinglong Wang, Runzhe Wang, Yuxi Hu, Xiaohai Shi, Zheng Liu, Tao Ma, Houbing Song, Heyuan Shi |
| 2023 | SOSP | PVM: Efficient Shadow Paging for Deploying Secure Containers in Cloud-native Environment. | Hang Huang, Jiangshan Lai, Jia Rao, Hui Lu, Wenlong Hou, Hang Su, Quan Xu, Jiang Zhong, Jiahao Zeng, Xu Wang, Zhengyu He, Weidong Han, Jiang Liu, Tao Ma, Song Wu |
| 2023 | SOSP | Partial Failure Resilient Memory Management System for (CXL-based) Distributed Shared Memory. | Mingxing Zhang, Teng Ma, Jinqi Hua, Zheng Liu, Kang Chen, Ning Ding, Fan Du, Jinlei Jiang, Tao Ma, Yongwei Wu |
| 2022 | USENIX | Help Rather Than Recycle: Alleviating Cold Startup in Serverless Computing Through Inter-Function Container Sharing. | Zijun Li, Linsong Guo, Quan Chen, Jiagan Cheng, Chuhao Xu, Deze Zeng, Zhuo Song, Tao Ma, Yong Yang, Chao Li, Minyi Guo |
| 2021 | ICASSP | Multistream CNN for Robust Acoustic Modeling. | Kyu Jeong Han, Jing Pan, Venkata Krishna Naveen Tadala, Tao Ma, Dan Povey |
| 2021 | ISKE | Calibration Data Prediction of Wind Tunnel Balance Based on Regression Tree. | Tao Ma, Lei Miao, Yikun Du, Hongjun Wang |
| 2021 | SC | Enable simultaneous DNN services based on deterministic operator overlap and precise latency prediction. | Weihao Cui, Han Zhao, Quan Chen, Ningxin Zheng, Jingwen Leng, Jieru Zhao, Zhuo Song, Tao Ma, Yong Yang, Chao Li, Minyi Guo |
| 2020 | CVPR | Data-Efficient Semi-Supervised Learning by Reliable Edge Mining. | Peibin Chen, Tao Ma, Xu Qin, Weidi Xu, Shuchang Zhou |
| 2020 | ICPP | URSA: Precise Capacity Planning and Fair Scheduling based on Low-level Statistics for Public Clouds. | Wei Zhang, Ningxin Zheng, Quan Chen, Yong Yang, Zhuo Song, Tao Ma, Jingwen Leng, Minyi Guo |
| 2020 | IJCNN | Multiple Stock Time Series Jointly Forecasting with Multi-Task Learning. | Tao Ma, Ying Tan |
| 2020 | Interspeech | ASAPP-ASR: Multistream CNN and Self-Attentive SRU for SOTA Speech Recognition. | Jing Pan, Joshua Shapiro, Jeremy Wohlwend, Kyu Jeong Han, Tao Lei, Tao Ma |
| 2020 | QRS | Interactive Narrative Generation of Aesthetics of Violence in Films. | Tao Ma, Hongwei Liu, Hongji Yang |
| 2020 | SC | Alita: comprehensive performance isolation through bias resource management for public clouds. | Quan Chen, Shuai Xue, Shang Zhao, Shanpei Chen, Yihao Wu, Yu Xu, Zhuo Song, Tao Ma, Yong Yang, Minyi Guo |
| 2020 | USENIX | Spool: Reliable Virtualized NVMe Storage Pool in Public Cloud Infrastructure. | Shuai Xue, Shang Zhao, Quan Chen, Gang Deng, Zheng Liu, Jie Zhang, Zhuo Song, Tao Ma, Yong Yang, Yanbo Zhou, Keqiang Niu, Sijie Sun, Minyi Guo |
| 2019 | ASRU | State-of-the-Art Speech Recognition Using Multi-Stream Self-Attention with Dilated 1D Convolutions. | Kyu Jeong Han, Ramon Prieto, Tao Ma |
| 2019 | CLUSTER | X-RDMA: Effective RDMA Middleware in Large-scale Production Environments. | Teng Ma, Tao Ma, Zhuo Song, Jingxuan Li, Huaixin Chang, Kang Chen, Hai Jiang, Yongwei Wu |
| 2019 | Interspeech | Survey Talk: When Attention Meets Speech Applications: Speech & Speaker Recognition Perspective. | Kyu Jeong Han, Ramon Prieto, Tao Ma |
| 2019 | Interspeech | Direct-Path Signal Cross-Correlation Estimation for Sound Source Localization in Reverberation. | Wei Xue, Ying Tong, Guohong Ding, Chao Zhang, Tao Ma, Xiaodong He, Bowen Zhou |
| 2017 | ICIP | Local voxelized structure for 3D local shape description: A binary representation. | Siwen Quan, Jie Ma, Fangyu Hu, Bin Fang, Tao Ma |
| 2014 | HCI | A 3D Virtual Learning System for STEM Education. | Tao Ma, Xinhua Xiao, William G. Wee, Chia Yung Han, Xuefu Zhou |
| 2014 | SIGMOD | HAWQ: a massively parallel processing SQL engine in hadoop. | Lei Chang, Zhanwei Wang, Tao Ma, Lirong Jian, Lili Ma, Alon Goldshuv, Luke Lonergan, Jeffrey Cohen, Caleb Welton, Gavin Sherry, Milind Bhandarkar |
| 2013 | GLOBECOM | Adaptive Threshold Displacement algorithm for removing hidden information from digital images. | Fahimeh Rezaei, Michael Hempel, Tao Ma, Pradhumna Lal Shrestha, Dongming Peng, Hamid Sharif |
| 2013 | HCI | A Method for Single Hand Fist Gesture Input to Enhance Human Computer Interaction. | Tao Ma, William G. Wee, Chia Yung Han, Xuefu Zhou |
| 2012 | IWCMC | A new Ultra-Low Energy Consumption Communication Protocol for Wireless Sensor Networks. | Tao Ma, Michael Hempel, Hamid Sharif |
| 2012 | VTC | Performance Analysis for Direction of Arrival Estimating Algorithms. | Pradhumna Shrestha, Michael Hempel, Puttipong Mahasukhon, Tao Ma, Hamid Sharif |
| 2012 | VTC | A Performance Comparison of Mobile WiMAX Spectrums: 2.5 GHz vs. 3.65 GHz. | Pradhumna Shrestha, Michael Hempel, Puttipong Mahasukhon, Tao Ma, Hamid Sharif |
| 2011 | ICIP | Low-complexity image coder/decoder with an approaching-entropy quad-tree search code for embedded computing platforms. | Tao Ma, Pradhumna Shrestha, Michael Hempel, Dongming Peng, Hamid Sharif |
| 2011 | ICPADS | On the Power Law Property of Latency-Reducing Relays. | Tao Ma, Qingyuan Hu |
| 2011 | IWCMC | A study on energy efficient multi-tier multi-hop wireless sensor networks for freight-train monitoring. | Puttipong Mahasukhon, Hamid Sharif, Michael Hempel, Ting Zhou, Tao Ma, Pradhumna Shrestha |
| 2011 | VTC | Priority Preemption for Real-Time Application QoS Guarantees in Cooperative Vehicular Networks. | Ting Zhou, Hamid Sharif, Michael Hempel, Puttipong Mahasukhon, Tao Ma, Pradhumna Shrestha |
| 2010 | ICASSP | Novel CI-backoff scheme for real-time embedded speech recognition. | Tao Ma, Michael Deisher |
| 2010 | LCN | A novel cooperative image transmission scheme in Wireless Sensor Networks. | Tao Ma, Michael Hempel, Kun Hua, Dongming Peng, Hamid Sharif |
| 2010 | VTC | A Novel Image Authentication Approach Using an Overlap-Based Shared Secret for Collaborative Wireless Sensors. | Tao Ma, Michael Hempel, Dongming Peng, Hamid Sharif |
| 2009 | IWCMC | Type I HARQ performance modeling and evaluation of mobile WiMAX for network simulators. | Puttipong Mahasukhon, Hamid Sharif, Michael Hempel, Ting Zhou, Wei Wang, Tao Ma |
| 2009 | LCN | A Deterministic approach to evaluate path loss exponents in large-scale outdoor 802.11 WLANs. | Ting Zhou, Hamid Sharif, Michael Hempel, Puttipong Mahasukhon, Wei Wang, Tao Ma |
| 2008 | Interspeech | Nonlinear mixture autoregressive hidden Markov models for speech recognition. | Sundararajan Srinivasan, Tao Ma, Daniel May, Georgios Y. Lazarou, Joseph Picone |
| 2000 | ICDCS | A Relaxed Mutual Exclusion Problem with Application to Channel Allocation in Mobile Cellular Networks. | Ten-Hwang Lai, Jianping Jiang, Tao Ma |
| 1997 | ICRA | Optimal route re-planning for mobile robots: a massively parallel incremental A* algorithm. | Tao Ma, Amr Elssamadisy, Nicholas S. Flann, Ben Abbott |