| 2026 | AAAI | Poisoning with a Pill: Circumventing Detection in Federated Learning. | Hanxi Guo, Hao Wang, Tao Song, Tianhang Zheng, Yang Hua, Haibing Guan, Xiangyu Zhang |
| 2026 | IWQoS | FedCod: An Efficient Coded Communication Protocol for Cross-Silo Federated Learning. | Peishen Yan, Jun Li, Hao Wang, Yang Hua, Tao Song, Peng Lu, Haibing Guan |
| 2026 | KDD | Exploring Diffusion Models' Corruption Stage in Few-Shot Fine-tuning and Mitigating with Bayesian Neural Networks. | Xiaoyu Wu, Jiaru Zhang, Yang Hua, Bohan Lyu, Hao Wang, Tao Song, Haibing Guan |
| 2026 | KSEM | SphereU-Sal360: Spherical U-Shaped Spatio-Temporal Transformer for $360^\circ $ Video Saliency. | Yanzhi Ding, Kao Zhang, Zhigeng Pan, Zhihua Hu, Ming Li, Tao Song |
| 2025 | CoDIT | Optimal Coverage-based Cooperative Guidance for Inferior Vehicles Against a Maneuvering Target. | Yijing Wang, Tao Song, Hong Tao, Zeliang Wu, Wenbo Li |
| 2025 | ICASSP | Multi-scale Spectral Mixture Neural Operator. | Fengrui Jing, Hongzhen Ding, Tao Song |
| 2025 | ICCV | Stealthy Backdoor Attack in Federated Learning via Adaptive Layer-Wise Gradient Alignment. | Qingqian Yang, Peishen Yan, Xiaoyu Wu, Jiaru Zhang, Tao Song, Yang Hua, Hao Wang, Liangliang Wang, Haibing Guan |
| 2025 | IROS | Precision Autonomous Landing of UAV on High-Speed Vehicles Based on Enhanced Gimbal Stabilization and Smooth Trajectory Generation. | Baijian Chen, Tao Song, Jianchuan Ye, Tao Jiang, Kaixuan Jia, Kaikun Hu |
| 2025 | MICCAI | FilterDiff: Noise-Free Frequency-Domain Diffusion Models for Accelerated MRI Reconstruction. | Tao Song, Fang Nie, Yi Guo, Feng Xu, Shaoting Zhang |
| 2025 | MMM | Frequency-Aware Convolution for Sound Event Detection. | Tao Song, Wenwen Zhang |
| 2024 | CVPR | CGI-DM: Digital Copyright Authentication for Diffusion Models via Contrasting Gradient Inversion. | Xiaoyu Wu, Yang Hua, Chumeng Liang, Jiaru Zhang, Hao Wang, Tao Song, Haibing Guan |
| 2024 | ECCV | SKYMASK: Attack-Agnostic Robust Federated Learning with Fine-Grained Learnable Masks. | Peishen Yan, Hao Wang, Tao Song, Yang Hua, Ruhui Ma, Ningxin Hu, Mohammad Reza Haghighat, Haibing Guan |
| 2024 | SC | Exploring Efficient Partial Differential Equation Solution Using Speed Galerkin Transformer. | Xun Wang, Zeyang Zhu, Xiangyu Meng, Tao Song |
| 2023 | AAAI | FedALA: Adaptive Local Aggregation for Personalized Federated Learning. | Jianqing Zhang, Yang Hua, Hao Wang, Tao Song, Zhengui Xue, Ruhui Ma, Haibing Guan |
| 2023 | CoDIT | Integrated Assignment and Guidance for Distributed Multi-Pursuer-Target Interception. | Hong Tao, Hongyan Li, Tao Song, Defu Lin, Jiao Xu |
| 2023 | ECAI | Information Bound and Its Applications in Bayesian Neural Networks. | Jiaru Zhang, Yang Hua, Tao Song, Hao Wang, Zhengui Xue, Ruhui Ma, Haibing Guan |
| 2023 | ICASSP | Online Residual-Based Key Frame Sampling with Self-Coach Mechanism and Adaptive Multi-Level Feature Fusion. | Rui Zhang, Yang Hua, Tao Song, Zhengui Xue, Ruhui Ma, Haibing Guan |
| 2023 | ICCV | GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated Learning. | Jianqing Zhang, Yang Hua, Hao Wang, Tao Song, Zhengui Xue, Ruhui Ma, Jian Cao, Haibing Guan |
| 2023 | ICML | Adversarial Example Does Good: Preventing Painting Imitation from Diffusion Models via Adversarial Examples. | Chumeng Liang, Xiaoyu Wu, Yang Hua, Jiaru Zhang, Yiming Xue, Tao Song, Zhengui Xue, Ruhui Ma, Haibing Guan |
| 2023 | KDD | FedCP: Separating Feature Information for Personalized Federated Learning via Conditional Policy. | Jianqing Zhang, Yang Hua, Hao Wang, Tao Song, Zhengui Xue, Ruhui Ma, Haibing Guan |
| 2023 | MMM | Self-supervised Multi-object Tracking with Cycle-Consistency. | Yuanhang Yin, Yang Hua, Tao Song, Ruhui Ma, Haibing Guan |
| 2022 | AAAI | A Short-Term Tropical Cyclone Intensity Forecasting Method Based on High-Order Tensor (Student Abstract). | Fan Meng, Handan Sun, Danya Xu, Pengfei Xie, Tao Song |
| 2022 | AAAI | Improving Bayesian Neural Networks by Adversarial Sampling. | Jiaru Zhang, Yang Hua, Tao Song, Hao Wang, Zhengui Xue, Ruhui Ma, Haibing Guan |
| 2022 | MICCAI | Scribble-Supervised Medical Image Segmentation via Dual-Branch Network and Dynamically Mixed Pseudo Labels Supervision. | Xiangde Luo, Minhao Hu, Wenjun Liao, Shuwei Zhai, Tao Song, Guotai Wang, Shaoting Zhang |
| 2021 | AAAI | Semi-supervised Medical Image Segmentation through Dual-task Consistency. | Xiangde Luo, Jieneng Chen, Tao Song, Guotai Wang |
| 2021 | CLOUD | Siren: Byzantine-robust Federated Learning via Proactive Alarming. | Hanxi Guo, Hao Wang, Tao Song, Yang Hua, Zhangcheng Lv, Xiulang Jin, Zhengui Xue, Ruhui Ma, Haibing Guan |
| 2021 | CVPR | Robust Bayesian Neural Networks by Spectral Expectation Bound Regularization. | Jiaru Zhang, Yang Hua, Zhengui Xue, Tao Song, Chengyu Zheng, Ruhui Ma, Haibing Guan |
| 2021 | DAC | BRAHMS: Beyond Conventional RRAM-based Neural Network Accelerators Using Hybrid Analog Memory System. | Tao Song, Xiaoming Chen, Xiaoyu Zhang, Yinhe Han |
| 2021 | ICASSP | Fine-Grained Pose Temporal Memory Module for Video Pose Estimation and Tracking. | Chaoyi Wang, Yang Hua, Tao Song, Zhengui Xue, Ruhui Ma, Neil Robertson, Haibing Guan |
| 2021 | ICCV | Self-Supervised Vessel Segmentation via Adversarial Learning. | Yuxin Ma, Yang Hua, Hanming Deng, Tao Song, Hao Wang, Zhengui Xue, Heng Cao, Ruhui Ma, Haibing Guan |
| 2021 | ICIP | Fast and Accurate Scene Parsing via Bi-Direction Alignment Networks. | Yanran Wu, Xiangtai Li, Chen Shi, Yunhai Tong, Yang Hua, Tao Song, Ruhui Ma, Haibing Guan |
| 2021 | IGARSS | Use Ensemble Learning to Estimate the Population and Assets Exposed to Tropical Cyclones. | Fan Meng, Tongmao Ma, Pengfei Xie, Handan Sun, Danya Xu, Tao Song |
| 2021 | IGARSS | Cyclone Identify using Two-Branch Convolutional Neural Network from Global Forecasting System Analysis. | Fan Meng, Qingyu Tian, Handan Sun, Danya Xu, Tao Song |
| 2021 | IGARSS | Tropical Cyclone Size Estimation Using Deep Convolutional Neural Network. | Fan Meng, Pengfei Xie, Ying Li, Handan Sun, Danya Xu, Tao Song |
| 2021 | IGARSS | Visual Prediction of Tropical Cyclones with Deep Convolutional Generative Adversarial Networks. | Pengfei Xie, Fan Meng, Bowen Li, Ying Li, Zhiyong Yu, Handan Sun, Tao Song, Danya Xu |
| 2021 | IJCAI | Themis: A Fair Evaluation Platform for Computer Vision Competitions. | Zinuo Cai, Jianyong Yuan, Yang Hua, Tao Song, Hao Wang, Zhengui Xue, Ningxin Hu, Jonathan Ding, Ruhui Ma, Mohammad Reza Haghighat, Haibing Guan |
| 2021 | IROS | Look Before You Act: Boosting Pseudo-LiDAR with Online Semantic Embedding. | Liangjun Zhang, Tao Song, Tao Jiang, Di Xie, Shiliang Pu |
| 2021 | MICCAI | Fully Test-Time Adaptation for Image Segmentation. | Minhao Hu, Tao Song, Yujun Gu, Xiangde Luo, Jieneng Chen, Yinan Chen, Ya Zhang, Shaoting Zhang |
| 2021 | MICCAI | Efficient Semi-supervised Gross Target Volume of Nasopharyngeal Carcinoma Segmentation via Uncertainty Rectified Pyramid Consistency. | Xiangde Luo, Wenjun Liao, Jieneng Chen, Tao Song, Yinan Chen, Shichuan Zhang, Nianyong Chen, Guotai Wang, Shaoting Zhang |
| 2020 | AAAI | Reinforcing Neural Network Stability with Attractor Dynamics. | Hanming Deng, Yang Hua, Tao Song, Zhengui Xue, Ruhui Ma, Neil Robertson, Haibing Guan |
| 2020 | ICASSP | Single-Channel Speech Separation Integrating Pitch Information Based on a Multi Task Learning Framework. | Xiang Li, Rui Liu, Tao Song, Xihong Wu, Jing Chen |
| 2020 | ICPR | VTT: Long-term Visual Tracking with Transformers. | Tianling Bian, Yang Hua, Tao Song, Zhengui Xue, Ruhui Ma, Neil Robertson, Haibing Guan |
| 2020 | MICCAI | CPM-Net: A 3D Center-Points Matching Network for Pulmonary Nodule Detection in CT Scans. | Tao Song, Jieneng Chen, Xiangde Luo, Yechong Huang, Xinglong Liu, Ning Huang, Yinan Chen, Zhaoxiang Ye, Huaqiang Sheng, Shaoting Zhang, Guotai Wang |
| 2019 | AINA | Performance of the 25 Gbps/100 Gbps Fullmesh RoCE Network Using Mellanox ConnetX-4 Lx Adapter and Ruijie S6500 Ethernet Switch. | Hui Li, Xiaolong Chen, Tao Song, Haiyin Chen, Hao Chen |
| 2019 | ICCV | Object Guided External Memory Network for Video Object Detection. | Hanming Deng, Yang Hua, Tao Song, Zongpu Zhang, Zhengui Xue, Ruhui Ma, Neil Martin Robertson, Haibing Guan |
| 2018 | ECCV | Small-Scale Pedestrian Detection Based on Topological Line Localization and Temporal Feature Aggregation. | Tao Song, Leiyu Sun, Di Xie, Haiming Sun, Shiliang Pu |
| 2018 | ICIP | Towards Fast and Accurate Ellipse and Semi-Ellipse Detection. | Ren Jin, Hafiz Muhammad Owais, Tao Song, Defu Lin |
| 2018 | MICCAI | Integrated Extractor, Generator and Segmentor for Ischemic Stroke Lesion Segmentation. | Tao Song, Ning Huang |
| 2018 | PPoPP | Efficient shuffle management with SCache for DAG computing frameworks. | Zhouwang Fu, Tao Song, Zhengwei Qi, Haibing Guan |
| 2018 | WCNC | Tone reservation ratio optimization for PAPR reduction in OFDM systems. | Bo Li, Ling Na Hu, Feng Yang, Lianghui Ding, Tao Song |
| 2016 | CIS | Mmda: Metadata Based Malware Detection on Android. | Kun Wang, Tao Song, Alei Liang |
| 2016 | TrustCom | VSP: A Virtual Smartphone Platform to Enhance the Capability of Physical Smartphone. | Meng Lai, Jiajun Wang, Tao Song, Ning Liu, Zhengwei Qi, Weijia Zhou |
| 2014 | SMC | Face Recognition based on scale invariant feature transform and Spatial Pyramid Representation. | Tao Song, Ke Xiang, Xuan-Yin Wang |
| 2013 | SIGIR | A novel topic model for automatic term extraction. | Sujian Li, Jiwei Li, Tao Song, Wenjie Li, Baobao Chang |
| 2011 | VTC | Energy-Efficient Transmission for Hybrid Spectrum Sharing in Cognitive Radio Networks. | Tao Qiu, Wenjun Xu, Tao Song, Zhiqiang He, Baoyu Tian |
| 2008 | ISKE | The design of reversible gate and reversible sequential circuit based on DNA computing. | Tao Song, Shudong Wang, Xun Wang |
| 2006 | ICONIP | A Distributed Computing Service for Neural Networks and Its Application to Flood Peak Forecasting. | Jun Zhu, Chunbo Liu, Jianhua Gong, Daojun Wang, Tao Song |
| 2005 | RAID | A Specification-Based Intrusion Detection Model for OLSR. | Chinyang Henry Tseng, Tao Song, Poornima Balasubramanyam, Calvin Ko, Karl N. Levitt |
| 2005 | SMC | A novel weighted probabilistic neural network for MR image segmentation. | Tao Song, Mo Jamshidi, Roland R. Lee, Mingxiong Huang |
| 2004 | RAID | Formal Reasoning About Intrusion Detection Systems. | Tao Song, Calvin Ko, Jim Alves-Foss, Cui Zhang, Karl N. Levitt |