Tao Song

65 papers A* 15A 1B 3C 1Misc 2Journal 34Unranked 9
YearRankTypeTitle / Venue / Authors
2026 — conf
Exploring Diffusion Models' Corruption Stage in Few-Shot Fine-tuning and Mitigating with Bayesian Neural Networks.
KDD (1)
Xiaoyu Wu, Jiaru Zhang, Yang Hua, Bohan Lyu, Hao Wang, Tao Song, Haibing Guan
2026 J jnl
FWeb3: A Practical Incentive-Aware Federated Learning Framework.
CoRR
Peishen Yan, Shuang Liang, Yang Hua, Linshan Jiang, Kuai Yu, Yulin Sun, Yaozhi Zhang, Tao Song, Ningxin Hu, Xinran Liang, Bingsheng He, Haibing Guan
2026 J jnl
FedMomentum: Preserving LoRA Training Momentum in Federated Fine-Tuning.
CoRR
Peishen Yan, Yang Hua, Hao Wang, Jiaru Zhang, Xiaoyu Wu, Tao Song, Haibing Guan
2026 A* conf
Poisoning with a Pill: Circumventing Detection in Federated Learning.
AAAI
Hanxi Guo, Hao Wang, Tao Song, Tianhang Zheng, Yang Hua, Haibing Guan, Xiangyu Zhang
2026 J jnl
SettleFL: Trustless and Scalable Reward Settlement Protocol for Federated Learning on Permissionless Blockchains (Extended version).
CoRR
Shuang Liang, Yang Hua, Linshan Jiang, Peishen Yan, Tao Song, Bin Yao, Haibing Guan
2026 J jnl
pFedNavi: Structure-Aware Personalized Federated Vision-Language Navigation for Embodied AI.
CoRR
Qingqian Yang, Hao Wang, Sai Qian Zhang, Jian Li, Yang Hua, Miao Pan, Tao Song, Zhengwei Qi, Haibing Guan
2025 J jnl
FedCod: An Efficient Communication Protocol for Cross-Silo Federated Learning with Coding.
CoRR
Peishen Yan, Jun Li, Hao Wang, Tao Song, Yang Hua, Peng Lu, Haihui Zhou, Haibing Guan
2025 J jnl
PFLlib: A Beginner-Friendly and Comprehensive Personalized Federated Learning Library and Benchmark.
J. Mach. Learn. Res.
Jianqing Zhang, Yang Liu, Yang Hua, Hao Wang, Tao Song, Zhengui Xue, Ruhui Ma, Jian Cao
2025 J jnl
POLAR: Policy-based Layerwise Reinforcement Learning Method for Stealthy Backdoor Attacks in Federated Learning.
CoRR
Kuai Yu, Xiaoyu Wu, Peishen Yan, Qingqian Yang, Linshan Jiang, Hao Wang, Yang Hua, Tao Song, Haibing Guan
2025 J jnl
THOR: A Generic Energy Estimation Approach for On-Device Training.
CoRR
Jiaru Zhang, Zesong Wang, Hao Wang, Tao Song, Huai-an Su, Rui Chen, Yang Hua, Xiangwei Zhou, Ruhui Ma, Miao Pan, Haibing Guan
2024 A* conf
CGI-DM: Digital Copyright Authentication for Diffusion Models via Contrasting Gradient Inversion.
CVPR
Xiaoyu Wu, Yang Hua, Chumeng Liang, Jiaru Zhang, Hao Wang, Tao Song, Haibing Guan
2024 J jnl
CGI-DM: Digital Copyright Authentication for Diffusion Models via Contrasting Gradient Inversion.
CoRR
Xiaoyu Wu, Yang Hua, Chumeng Liang, Jiaru Zhang, Hao Wang, Tao Song, Haibing Guan
2024 J jnl
Exploring Diffusion Models' Corruption Stage in Few-Shot Fine-tuning and Mitigating with Bayesian Neural Networks.
CoRR
Xiaoyu Wu, Jiaru Zhang, Yang Hua, Bohan Lyu, Hao Wang, Tao Song, Haibing Guan
2024 J jnl
MCAS-GP: Deep Learning-Empowered Middle Cerebral Artery Segmentation and Gate Proposition.
IEEE Trans. Comput. Biol. Bioinform.
Rui Zhang, Shuo Wang, Ruhui Ma, Yang Hua, Tao Song, Yunyun Cao, Haibing Guan
2024 J jnl
OFL-W3: A One-shot Federated Learning System on Web 3.0.
CoRR
Linshan Jiang, Moming Duan, Bingsheng He, Yulin Sun, Peishen Yan, Yang Hua, Tao Song
2024 J jnl
OFL-W3: A One-shot Federated Learning System on Web 3.0.
Proc. VLDB Endow.
Linshan Jiang, Moming Duan, Bingsheng He, Yulin Sun, Peishen Yan, Yang Hua, Tao Song
2024 J jnl
Phantom: Constraining Generative Artificial Intelligence Models for Practical Domain Specific Peripherals Trace Synthesizing.
CoRR
Zhibai Huang, Yihan Shen, Yongchen Xie, Zhixiang Wei, Yun Wang, Fangxin Liu, Tao Song, Zhengwei Qi
2024 J jnl
Poisoning with A Pill: Circumventing Detection in Federated Learning.
CoRR
Hanxi Guo, Hao Wang, Tao Song, Tianhang Zheng, Yang Hua, Haibing Guan, Xiangyu Zhang
2024 J jnl
Robust Searching-Based Gradient Collaborative Management in Intelligent Transportation System.
ACM Trans. Multim. Comput. Commun. Appl.
Hongjian Shi, Hao Wang, Ruhui Ma, Yang Hua, Tao Song, Honghao Gao, Haibing Guan
2024 — conf
SKYMASK: Attack-Agnostic Robust Federated Learning with Fine-Grained Learnable Masks.
ECCV (19)
Peishen Yan, Hao Wang, Tao Song, Yang Hua, Ruhui Ma, Ningxin Hu, Mohammad Reza Haghighat, Haibing Guan
2024 J jnl
Siren$^+$+: Robust Federated Learning With Proactive Alarming and Differential Privacy.
IEEE Trans. Dependable Secur. Comput.
Hanxi Guo, Hao Wang, Tao Song, Yang Hua, Ruhui Ma, Xiulang Jin, Zhengui Xue, Haibing Guan
2023 A* conf
Adversarial Example Does Good: Preventing Painting Imitation from Diffusion Models via Adversarial Examples.
ICML
Chumeng Liang, Xiaoyu Wu, Yang Hua, Jiaru Zhang, Yiming Xue, Tao Song, Zhengui Xue, Ruhui Ma, Haibing Guan
2023 J jnl
Adversarial Example Does Good: Preventing Painting Imitation from Diffusion Models via Adversarial Examples.
CoRR
Chumeng Liang, Xiaoyu Wu, Yang Hua, Jiaru Zhang, Yiming Xue, Tao Song, Zhengui Xue, Ruhui Ma, Haibing Guan
2023 J jnl
Chrion: Optimizing Recurrent Neural Network Inference by Collaboratively Utilizing CPUs and GPUs.
CoRR
Zinuo Cai, Hao Wang, Tao Song, Yang Hua, Ruhui Ma, Haibing Guan
2023 A* conf
Eliminating Domain Bias for Federated Learning in Representation Space.
NeurIPS
Jianqing Zhang, Yang Hua, Jian Cao, Hao Wang, Tao Song, Zhengui Xue, Ruhui Ma, Haibing Guan
2023 J jnl
Eliminating Domain Bias for Federated Learning in Representation Space.
CoRR
Jianqing Zhang, Yang Hua, Jian Cao, Hao Wang, Tao Song, Zhengui Xue, Ruhui Ma, Haibing Guan
2023 A* conf
FedALA: Adaptive Local Aggregation for Personalized Federated Learning.
AAAI
Jianqing Zhang, Yang Hua, Hao Wang, Tao Song, Zhengui Xue, Ruhui Ma, Haibing Guan
2023 A* conf
FedCP: Separating Feature Information for Personalized Federated Learning via Conditional Policy.
KDD
Jianqing Zhang, Yang Hua, Hao Wang, Tao Song, Zhengui Xue, Ruhui Ma, Haibing Guan
2023 J jnl
FedCP: Separating Feature Information for Personalized Federated Learning via Conditional Policy.
CoRR
Jianqing Zhang, Yang Hua, Hao Wang, Tao Song, Zhengui Xue, Ruhui Ma, Haibing Guan
2023 A* conf
GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated Learning.
ICCV
Jianqing Zhang, Yang Hua, Hao Wang, Tao Song, Zhengui Xue, Ruhui Ma, Jian Cao, Haibing Guan
2023 J jnl
GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated Learning.
CoRR
Jianqing Zhang, Yang Hua, Hao Wang, Tao Song, Zhengui Xue, Ruhui Ma, Jian Cao, Haibing Guan
2023 A conf
Information Bound and Its Applications in Bayesian Neural Networks.
ECAI
Jiaru Zhang, Yang Hua, Tao Song, Hao Wang, Zhengui Xue, Ruhui Ma, Haibing Guan
2023 Misc conf
Online Residual-Based Key Frame Sampling with Self-Coach Mechanism and Adaptive Multi-Level Feature Fusion.
ICASSP
Rui Zhang, Yang Hua, Tao Song, Zhengui Xue, Ruhui Ma, Haibing Guan
2023 J jnl
PFLlib: Personalized Federated Learning Algorithm Library.
CoRR
Jianqing Zhang, Yang Liu, Yang Hua, Hao Wang, Tao Song, Zhengui Xue, Ruhui Ma, Jian Cao
2023 J jnl
Perceptual Data Augmentation for Biomedical Coronary Vessel Segmentation.
IEEE ACM Trans. Comput. Biol. Bioinform.
Yuxin Ma, Shuo Wang, Yang Hua, Ruhui Ma, Tao Song, Zhengui Xue, Heng Cao, Haibing Guan
2023 — conf
Self-supervised Multi-object Tracking with Cycle-Consistency.
MMM (2)
Yuanhang Yin, Yang Hua, Tao Song, Ruhui Ma, Haibing Guan
2023 J jnl
SkyMask: Attack-agnostic Robust Federated Learning with Fine-grained Learnable Masks.
CoRR
Peishen Yan, Hao Wang, Tao Song, Yang Hua, Ruhui Ma, Ningxin Hu, Mohammad R. Haghighat, Haibing Guan
2022 J jnl
FedALA: Adaptive Local Aggregation for Personalized Federated Learning.
CoRR
Jianqing Zhang, Yang Hua, Hao Wang, Tao Song, Zhengui Xue, Ruhui Ma, Haibing Guan
2022 A* conf
Improving Bayesian Neural Networks by Adversarial Sampling.
AAAI
Jiaru Zhang, Yang Hua, Tao Song, Hao Wang, Zhengui Xue, Ruhui Ma, Haibing Guan
2022 J jnl
Towards Ubiquitous Intelligent Computing: Heterogeneous Distributed Deep Neural Networks.
IEEE Trans. Big Data
Zongpu Zhang, Tao Song, Liwei Lin, Yang Hua, Xufeng He, Zhengui Xue, Ruhui Ma, Haibing Guan
2021 J jnl
Efficient shuffle management for DAG computing frameworks based on the FRQ model.
J. Parallel Distributed Comput.
Rui Ren, Chunghsuan Wu, Zhouwang Fu, Tao Song, Yanqiang Liu, Zhengwei Qi, Haibing Guan
2021 B conf
Fast and Accurate Scene Parsing via Bi-Direction Alignment Networks.
ICIP
Yanran Wu, Xiangtai Li, Chen Shi, Yunhai Tong, Yang Hua, Tao Song, Ruhui Ma, Haibing Guan
2021 J jnl
Fast and Accurate Scene Parsing via Bi-direction Alignment Networks.
CoRR
Yanran Wu, Xiangtai Li, Chen Shi, Yunhai Tong, Yang Hua, Tao Song, Ruhui Ma, Haibing Guan
2021 Misc conf
Fine-Grained Pose Temporal Memory Module for Video Pose Estimation and Tracking.
ICASSP
Chaoyi Wang, Yang Hua, Tao Song, Zhengui Xue, Ruhui Ma, Neil Robertson, Haibing Guan
2021 J jnl
Hierarchical Satellite System Graph for Approximate Nearest Neighbor Search on Big Data.
Trans. Data Sci.
Jiaru Zhang, Ruhui Ma, Tao Song, Yang Hua, Zhengui Xue, Chenyang Guan, Haibing Guan
2021 — conf
Positional Mask Attention for Video Sequence Modeling.
CISP-BMEI
Jiaxuan Wang, Chaoyi Wang, Yang Hua, Tao Song, Zhengui Xue, Ruhui Ma, Haibing Guan
2021 A* conf
Robust Bayesian Neural Networks by Spectral Expectation Bound Regularization.
CVPR
Jiaru Zhang, Yang Hua, Zhengui Xue, Tao Song, Chengyu Zheng, Ruhui Ma, Haibing Guan
2021 A* conf
Self-Supervised Vessel Segmentation via Adversarial Learning.
ICCV
Yuxin Ma, Yang Hua, Hanming Deng, Tao Song, Hao Wang, Zhengui Xue, Heng Cao, Ruhui Ma, Haibing Guan
2021 — conf
Siren: Byzantine-robust Federated Learning via Proactive Alarming.
SoCC
Hanxi Guo, Hao Wang, Tao Song, Yang Hua, Zhangcheng Lv, Xiulang Jin, Zhengui Xue, Ruhui Ma, Haibing Guan
2021 J jnl
SpaceDML: Enabling Distributed Machine Learning in Space Information Networks.
IEEE Netw.
Hanxi Guo, Qing Yang, Hao Wang, Yang Hua, Tao Song, Ruhui Ma, Haibing Guan
2021 A* conf
Themis: A Fair Evaluation Platform for Computer Vision Competitions.
IJCAI
Zinuo Cai, Jianyong Yuan, Yang Hua, Tao Song, Hao Wang, Zhengui Xue, Ningxin Hu, Jonathan Ding, Ruhui Ma, Mohammad Reza Haghighat, Haibing Guan
2020 A* conf
Reinforcing Neural Network Stability with Attractor Dynamics.
AAAI
Hanming Deng, Yang Hua, Tao Song, Zhengui Xue, Ruhui Ma, Neil Robertson, Haibing Guan
2020 B conf
VTT: Long-term Visual Tracking with Transformers.
ICPR
Tianling Bian, Yang Hua, Tao Song, Zhengui Xue, Ruhui Ma, Neil Robertson, Haibing Guan
2019 A* conf
Object Guided External Memory Network for Video Object Detection.
ICCV
Hanming Deng, Yang Hua, Tao Song, Zongpu Zhang, Zhengui Xue, Ruhui Ma, Neil Martin Robertson, Haibing Guan
2019 A* conf
Unsupervised Video Summarization with Attentive Conditional Generative Adversarial Networks.
ACM Multimedia
Xufeng He, Yang Hua, Tao Song, Zongpu Zhang, Zhengui Xue, Ruhui Ma, Neil Martin Robertson, Haibing Guan
2018 — conf
Deep Learning based Fetal Middle Cerebral Artery Segmentation in Large-scale Ultrasound Images.
BIBM
Shuo Wang, Yang Hua, Yunyun Cao, Tao Song, Zhengui Xue, Xiaoping Gong, Guanjie Wang, Ruhui Ma, Haibing Guan
2018 B conf
Efficient shuffle management with SCache for DAG computing frameworks.
PPoPP
Zhouwang Fu, Tao Song, Zhengwei Qi, Haibing Guan
2018 J jnl
FastDesk: A remote desktop virtualization system for multi-tenant.
Future Gener. Comput. Syst.
Tao Song, Jiajun Wang, Jiewei Wu, Ruhui Ma, Alei Liang, Tao Gu, Zhengwei Qi
2018 A* conf
Tracking-assisted Weakly Supervised Online Visual Object Segmentation in Unconstrained Videos.
ACM Multimedia
Zongpu Zhang, Yang Hua, Tao Song, Zhengui Xue, Ruhui Ma, Neil Martin Robertson, Haibing Guan
2017 — conf
A Continuously Adaptive Template Matching Algorithm for Human Tracking.
IRC
Shusheng He, Alei Liang, Ling Lin, Tao Song
2017 J jnl
Ashman: A Bandwidth Fragmentation-Based Dynamic Flow Scheduling for Data Center Networks.
Comput. J.
Tao Song, Yuchen Liu, Yiding Wang, Ruhui Ma, Alei Liang, Zhengwei Qi, Haibing Guan
2016 C conf
Mmda: Metadata Based Malware Detection on Android.
CIS
Kun Wang, Tao Song, Alei Liang
2016 — conf
VSP: A Virtual Smartphone Platform to Enhance the Capability of Physical Smartphone.
Trustcom/BigDataSE/ISPA
Meng Lai, Jiajun Wang, Tao Song, Ning Liu, Zhengwei Qi, Weijia Zhou
2015 — conf
Seagull - A Real-Time Coflow Scheduling System.
CSCloud
Zhouwang Fu, Tao Song, Sheng Wang, Fuzong Wang, Zhengwei Qi
2014 J jnl
Service level agreement based energy-efficient resource management in cloud data centers.
Comput. Electr. Eng.
Yongqiang Gao, Haibing Guan, Zhengwei Qi, Tao Song, Fei Huan, Liang Liu