| 2025 | CSCWD | HRSE: Heterogeneous Reliable-Aware SFC Embedding by DRL with Greedy Rules in SAGIN. | Kaixin Qin, Songtao Guo, Guiyan Liu, Yue Zeng |
| 2025 | ECAI | FedSODA: Federated Fine-Tuning of LLMs via Similarity Group Pruning and Orchestrated Distillation Alignment. | Manning Zhu, Songtao Guo, Pengzhan Zhou, Yansong Ning, Chang Han, Dewen Qiao |
| 2025 | ICDCS | Partitioned Collaborative Inference for On-Device Models via Evolutionary Reinforcement Learning. | Lin Tan, Pengzhan Zhou, Songtao Guo, Jun Zhao, Zhufang Kuang, Dewen Qiao, Lu Yang |
| 2025 | IJCAI | EfficientPIE: Real-Time Prediction on Pedestrian Crossing Intention with Sole Observation. | Fang Qu, Pengzhan Zhou, Yuepeng He, Kaixin Gao, Youyu Luo, Xin Feng, Yu Liu, Songtao Guo |
| 2024 | CSCWD | RCFL-GAN: Resource-Constrained Federated Learning with Generative Adversarial Networks. | Yuyan Quan, Songtao Guo, Dewen Qiao |
| 2024 | CSCWD | FedGDC-P: Communication-efficient Personalized Graph Federated Learning Based On Dataset Condensation. | Jiaming Zhang, Songtao Guo, Pengzhan Zhou |
| 2024 | GLOBECOM | End-to-end Flow Scheduling Optimization for Industrial 5G and TSN Integrated Networks. | Houling Liu, Mingyan Li, Fuqiang Gu, Qihao Li, Weiting Zhang, Songtao Guo |
| 2024 | IJCNN | Continuous Attention Mechanism Based SFC Placement in NFV-enabled Mobile Edge Cloud for IoT Applications. | Xi Xu, Yang Yang, Wei Huang, Cheng Zhan, Fei Wang, Songtao Guo |
| 2023 | CVPR | Physical-World Optical Adversarial Attacks on 3D Face Recognition. | Yanjie Li, Yiquan Li, Xuelong Dai, Songtao Guo, Bin Xiao |
| 2023 | GLOBECOM | FedPreM: A Novel Federated Reinforcement Learning Framework for Predictive Maintenance. | Lu Yang, Chen-Khong Tham, Songtao Guo |
| 2022 | ICA3PP | Effective Vehicle Lane-Change Sensing Using Onboard Smartphone Based on Temporal Convolutional Network. | Junbo Hu, Kai Liu, Feiyu Jin, Guozhi Yan, Hao Zhang, Songtao Guo, Hu Min |
| 2022 | ICCCN | Deep Reinforcement Learning Based Computation Offloading in SWIPT-assisted MEC Networks. | Changwei Wan, Songtao Guo, Yuanyuan Yang |
| 2022 | ICDE | Apache ShardingSphere: A Holistic and Pluggable Platform for Data Sharding. | Ruiyuan Li, Liang Zhang, Juan Pan, Junwen Liu, Peng Wang, Nianjun Sun, Shanmin Wang, Chao Chen, Fuqiang Gu, Songtao Guo |
| 2022 | ICPADS | SA-DDQN: Self-Attention Mechanism Based DDQN for SFC Deployment in NFV/MEC-Enabled Networks. | Ziheng Wang, Songtao Guo, Guiyan Liu |
| 2022 | SECON | Distributed Caching Control Strategy in Mobile Edge Computing: A Mean Field Game Approach. | Hao Feng, Songtao Guo, Chao Chen, Xianlong Jiao |
| 2021 | ACSAC | SolSaviour: A Defending Framework for Deployed Defective Smart Contracts. | Zecheng Li, Yu Zhou, Songtao Guo, Bin Xiao |
| 2021 | GLOBECOM | Evolutionary Multitasking for Cross-domain Task Optimization via Vehicular Edge Computing. | Dong Wang, Kai Liu, Liang Feng, Penglin Dai, Weiwei Wu, Songtao Guo |
| 2021 | IPCCC | ALLPC: A Lightweight Block Cipher Based on Generalized Feistel Networks for IoT. | Junhua Cheng, Songtao Guo, Jing He |
| 2021 | WCNC | Collaborative Video Cache Management Strategy in Mobile Edge Computing. | Zihao Sang, Songtao Guo, Ying Wang |
| 2020 | ICPADS | Secure and Verifiable Data Access Control Scheme With Policy Update and Computation Outsourcing for Edge Computing. | Yue Guan, Songtao Guo, Pan Li, Yuanyuan Yang |
| 2020 | IPCCC | Edge Computing Based Privacy-Preserving Data Aggregation Scheme in Smart Grid. | Yuhao Kang, Songtao Guo, Pan Li, Yuanyuan Yang |
| 2020 | IWQoS | i5GAccess: Nash Q-learning Based Multi-Service Edge Users Access in 5G Heterogeneous Networks. | Anqi Zhu, Songtao Guo, Mingfang Ma |
| 2019 | GLOBECOM | Dual-Band Wi-Fi Based Indoor Localization via Stacked Denosing Autoencoder. | Hao Zhang, Kai Liu, Qingxia Shang, Liang Feng, Chao Chen, Zhou Wu, Songtao Guo |
| 2019 | ICDE | VQL: Providing Query Efficiency and Data Authenticity in Blockchain Systems. | Zhe Peng, Haotian Wu, Bin Xiao, Songtao Guo |
| 2019 | ISPA | TaskAlloc: Online Tasks Allocation for Offloading in Energy Harvesting Mobile Edge Computing. | Songtao Guo, Qiucen Jiang, Yifan Dong, Quyuan Wang |
| 2018 | CCS | Software-Defined Firewall: Enabling Malware Traffic Detection and Programmable Security Control. | Shang Gao, Zecheng Li, Yuan Yao, Bin Xiao, Songtao Guo, Yuanyuan Yang |
| 2017 | GLOBECOM | Coherency Routing Algorithm with Redundancy Elimination in Software Defined Data Center Networks. | Lin Zhang, Songtao Guo, Yuanyuan Yang |
| 2017 | IWQoS | Multicast scheduling algorithm in software defined fat-tree data center networks. | Guozhi Li, Songtao Guo, Yuanyuan Yang |
| 2016 | GLOBECOM | An Optimization Framework of Target Secrecy Rate and Power Allocation for SWIPT System. | Hongyan Yu, Songtao Guo, Yuanyuan Yang |
| 2016 | ICPADS | Lifting Wavelet Compression Based Data Aggregation in Big Data Wireless Sensor Networks. | Ledan Cheng, Songtao Guo, Ying Wang, Yuanyuan Yang |
| 2016 | ICPADS | Distributed Optimal Source Coding Rate Allocation for Data Aggregation in Wireless Sensor Networks. | Yang Yang, Songtao Guo, Yuanyuan Yang |
| 2016 | IJCNN | Hermes: An Optimization of HyperLogLog Counting in real-time data processing. | Yunxiang Zhao, Songtao Guo, Yuanyuan Yang |
| 2016 | INFOCOM | Energy-efficient dynamic offloading and resource scheduling in mobile cloud computing. | Songtao Guo, Bin Xiao, Yuanyuan Yang, Yang Yang |
| 2016 | KDD | Business Applications of Predictive Modeling at Scale. | Qiang Zhu, Songtao Guo, Paul Ogilvie, Yan Liu |
| 2016 | WWW | HeteroSales: Utilizing Heterogeneous Social Networks to Identify the Next Enterprise Customer. | Qingbo Hu, Sihong Xie, Jiawei Zhang, Qiang Zhu, Songtao Guo, Philip S. Yu |
| 2016 | TrustCom | MRDC: Multicast Data Restoration in Fat-Tree Data Center Networks. | KunPeng Mao, Songtao Guo, Yuanyuan Yang, Guiyan Liu |
| 2015 | ICPADS | Relay and Power Splitting Ratio Selection for Cooperative Networks with Energy Harvesting. | Fei Wang, Songtao Guo, Yuanyuan Yang |
| 2015 | IPCCC | Replication attack detection with monitor nodes in clustered wireless sensor networks. | Guo Cheng, Songtao Guo, Yuanyuan Yang, Fei Wang |
| 2015 | WWW | Robust Group Linkage. | Pei Li, Xin Luna Dong, Songtao Guo, Andrea Maurino, Divesh Srivastava |
| 2015 | SECON | ResAll: Energy efficiency maximization for wireless energy harvesting sensor networks. | Songtao Guo, Chunrong He, Yuanyuan Yang |
| 2014 | APSCC | Joint Subcarrier Pairing and Power Allocation in OFDMA Cooperative Relay Networks. | Songtao Guo, Jianji Hu, Chunrong He |
| 2014 | ICPADS | Energy-efficient mobile data collection in energy-harvesting wireless sensor networks. | Cong Wang, Songtao Guo, Yuanyuan Yang |
| 2013 | INFOCOM | Mobile data gathering with Wireless Energy Replenishment in rechargeable sensor networks. | Songtao Guo, Cong Wang, Yuanyuan Yang |
| 2013 | KDD | JobMiner: a real-time system for mining job-related patterns from social media. | Yu Cheng, Yusheng Xie, Zhengzhang Chen, Ankit Agrawal, Alok N. Choudhary, Songtao Guo |
| 2013 | MASS | Topology Control for Maximizing Network Lifetime in Wireless Sensor Networks with Mobile Sink. | Songtao Guo, Xiaojian Wang, Yuanyuan Yang |
| 2013 | WCNC | Optimal and distributed resource allocation in lossy mobile ad hoc networks. | Songtao Guo, Xingfu Zhu, Yuanyuan Yang |
| 2013 | WCNC | Topology control in lossy wireless sensor networks with delay constraint. | Xiaojian Wang, Xiaofeng Liao, Hongyu Huang, Songtao Guo |
| 2012 | INFOCOM | A distributed optimal framework for mobile data gathering with concurrent data uploading in wireless sensor networks. | Songtao Guo, Yuanyuan Yang |
| 2011 | GLOBECOM | Distributed Power and Rate Allocation with Fairness for Cognitive Radios in Wireless Ad Hoc Networks. | Songtao Guo, Yunqiang Zhang, Yuanyuan Yang |
| 2011 | ICDM | A Large Scale URL Verification Pipeline Using Hadoop. | Songtao Guo, Jianxiong Dong |
| 2011 | SENSYS | Rhinopithecus roxellana monitoring and identification using wireless sensor networks. | Chen Liu, Baoguo Li, Dingyi Fang, Songtao Guo, Xiaojiang Chen, Tianzhang Xing |
| 2010 | GRC | Research on Cooperative Packet Forwarding and Punishment Mechanism in Wireless Sensor Networks. | Qun Liu, Xingping Xian, Songtao Guo, Tao Wu |
| 2008 | PAKDD | On Addressing Accuracy Concerns in Privacy Preserving Association Rule Mining. | Ling Guo, Songtao Guo, Xintao Wu |
| 2007 | GRC | The Research for Hopf Bifurcation in a Single Inertial Neuron Model with External Forcing. | Qun Liu, Xiaofeng Liao, Degang Yang, Songtao Guo |
| 2007 | PAKDD | Deriving Private Information from Arbitrarily Projected Data. | Songtao Guo, Xintao Wu |
| 2006 | ICDE | Deriving Private Information from Perturbed Data Using IQR Based Approach. | Songtao Guo, Xintao Wu, Yingjiu Li |
| 2006 | SAC | On the use of spectral filtering for privacy preserving data mining. | Songtao Guo, Xintao Wu |
| 2006 | SAC | Towards value disclosure analysis in modeling general databases. | Xintao Wu, Songtao Guo, Yingjiu Li |