| 2026 | WWW | ST-LEGO: Large Language Models as Modular Architects for Traffic Prediction. | Shuhao Li, Weidong Yang, Yue Cui, Lipeng Ma, Yixuan Li, Chaoteng Wu, Lu Qin, Fan Zhang |
| 2026 | SIGIR | DIVER: Unlocking Diversity in Ad Headline Generation with Large Language Models. | Chang Wang, Siyu Yan, Depeng Yuan, Yuqi Chen, Yanhua Huang, Yuanhang Zheng, Shuhao Li, Yinqi Zhang, Kedi Chen, Mingrui Zhu, Ruiwen Xu |
| 2025 | CVPR | IceDiff: High Resolution and High-Quality Arctic Sea Ice Forecasting with Generative Diffusion Prior. | Jingyi Xu, Siwei Tu, Weidong Yang, Ben Fei, Shuhao Li, Keyi Liu, Yeqi Luo, Lipeng Ma, Lei Bai |
| 2025 | ICCV | MGSR: 2D/3D Mutual-boosted Gaussian Splatting for High-fidelity Surface Reconstruction Under Various Light Conditions. | Qingyuan Zhou, Yuehu Gong, Weidong Yang, Jiaze Li, Yeqi Luo, Baixin Xu, Shuhao Li, Ben Fei, Ying He |
| 2025 | INFOCOM | FlowMiner: A Powerful Model Based on Flow Correlation Mining for Encrypted Traffic Classification. | Hongbo Xu, Chengxiang Si, Shuhao Li, Zhenyu Cheng, Chenxu Wang, Jiang Xie, Peishuai Sun, Qingyun Liu |
| 2025 | KDD | Fine-Grained Traffic Inference from Road to Lane via Spatio-Temporal Graph Node Generation. | Shuhao Li, Weidong Yang, Yue Cui, Xiaoxing Liu, Lingkai Meng, Lipeng Ma, Fan Zhang |
| 2025 | WWW | AdvTG: An Adversarial Traffic Generation Framework to Deceive DL-Based Malicious Traffic Detection Models. | Peishuai Sun, Xiaochun Yun, Shuhao Li, Tao Yin, Chengxiang Si, Jiang Xie |
| 2024 | CIKM | Seeing the Forest for the Trees: Road-Level Insights Assisted Lane-Level Traffic Prediction. | Shuhao Li, Yue Cui, Jingyi Xu, Jing Zhao, Fan Zhang, Weidong Yang, Xiaofang Zhou |
| 2024 | ESORICS | ProxyKiller: An Anonymous Proxy Traffic Attack Model Based on Traffic Behavior Graphs. | Hongbo Xu, Zhenyu Cheng, Shuhao Li, Chenxu Wang, Peishuai Sun, Jiang Xie, Qingyun Liu |
| 2024 | ICASSP | A Targeted Adversarial Attack Method for Multi-Classification Malicious Traffic Detection. | Peishuai Sun, Chengxiang Si, Shuhao Li, Zhenyu Cheng, Shuyuan Zhao, Qingyun Liu |
| 2024 | ICDE | ST-ABC: Spatio-Temporal Attention-Based Convolutional Network for Multi-Scale Lane-Level Traffic Prediction. | Shuhao Li, Yue Cui, Libin Li, Weidong Yang, Fan Zhang, Xiaofang Zhou |
| 2023 | CIKM | ST-MoE: Spatio-Temporal Mixture-of-Experts for Debiasing in Traffic Prediction. | Shuhao Li, Yue Cui, Yan Zhao, Weidong Yang, Ruiyuan Zhang, Xiaofang Zhou |
| 2023 | ICASSP | Text Classification In The Wild: A Large-Scale Long-Tailed Name Normalization Dataset. | Jiexing Qi, Shuhao Li, Zhixin Guo, Yusheng Huang, Chenghu Zhou, Weinan Zhang, Xinbing Wang, Zhouhan Lin |
| 2023 | ICDE | ROI-demand Traffic Prediction: A Pre-train, Query and Fine-tune Framework. | Yue Cui, Shuhao Li, Wenjin Deng, Zhaokun Zhang, Jing Zhao, Kai Zheng, Xiaofang Zhou |
| 2022 | GLOBECOM | TrafficGCN: Mobile Application Encrypted Traffic Classification Based on GCN. | Hongbo Xu, Shuhao Li, Zhenyu Cheng, Rui Qin, Jiang Xie, Peishuai Sun |
| 2022 | ICCS | DITA-NCG: Detecting Information Theft Attack Based on Node Communication Graph. | Zhenyu Cheng, Xiaochun Yun, Shuhao Li, Jinbu Geng, Rui Qin, Li Fan |
| 2022 | ICCS | HNOP: Attack Traffic Detection Based on Hierarchical Node Hopping Features of Packets. | Jinbu Geng, Zhenyu Cheng, Zhicheng Liu, Shuhao Li, Rui Qin |
| 2022 | IJCNN | A Dual-Branch Self-attention Method for Mobile Malware Detection via Network Traffic. | Ruihai Ge, Yongzheng Zhang, Shuhao Li, Guoqiao Zhou |
| 2022 | ICWE | Effective Malicious URL Detection by Using Generative Adversarial Networks. | Jinbu Geng, Shuhao Li, Zhicheng Liu, Zhenyu Cheng, Li Fan |
| 2022 | IECON | Grid-Connected Inverter Control Via Linear Parameter-Varying System Approach. | Wensheng Luo, Shuhao Li, Sergio Vazquez, Jinqian Du, Ligang Wu, Leopoldo Garca Franquelo |
| 2022 | TrustCom | A longitudinal Measurement and Analysis Study of Mozi, an Evolving P2P IoT Botnet. | Binglai Wang, Yafei Sang, Yongzheng Zhang, Shuhao Li, Xiaolin Xu |
| 2022 | SEC | RAAM: A Restricted Adversarial Attack Model with Adding Perturbations to Traffic Features. | Peishuai Sun, Shuhao Li, Jiang Xie, Hongbo Xu, Zhenyu Cheng, Rui Qin |
| 2022 | SecureComm | Multi-relational Instruction Association Graph for Cross-Architecture Binary Similarity Comparison. | Qige Song, Yongzheng Zhang, Shuhao Li |
| 2020 | AAAI | Author Name Disambiguation on Heterogeneous Information Network with Adversarial Representation Learning. | Haiwen Wang, Ruijie Wang, Chuan Wen, Shuhao Li, Yuting Jia, Weinan Zhang, Xinbing Wang |
| 2020 | ICCS | Challenge Collapsar (CC) Attack Traffic Detection Based on Packet Field Differentiated Preprocessing and Deep Neural Network. | Xiaolin Liu, Shuhao Li, Yongzheng Zhang, Xiaochun Yun, Jia Li |
| 2020 | ICCS | Ringer: Systematic Mining of Malicious Domains by Dynamic Graph Convolutional Network. | Zhicheng Liu, Shuhao Li, Yongzheng Zhang, Xiaochun Yun, Chengwei Peng |
| 2020 | ISCC | Efficient Malware Originated Traffic Classification by Using Generative Adversarial Networks. | Zhicheng Liu, Shuhao Li, Yongzheng Zhang, Xiaochun Yun, Zhenyu Cheng |
| 2019 | IPCCC | A Method Based on Hierarchical Spatiotemporal Features for Trojan Traffic Detection. | Jiang Xie, Shuhao Li, Yongzheng Zhang, Xiaochun Yun, Jia Li |
| 2019 | WCNC | A Method of HTTP Malicious Traffic Detection on Mobile Networks. | Jia Li, Xiaochun Yun, Mao Tian, Jiang Xie, Shuhao Li, Yongzheng Zhang, Yu Zhou |
| 2019 | TrustCom | MURITE-Detector: Identifying User-Role in Information Theft Events of Mobile Network. | Zhenyu Cheng, Xunxun Chen, Yongzheng Zhang, Shuhao Li, Jian Xu |
| 2018 | ICICS | MalHunter: Performing a Timely Detection on Malicious Domains via a Single DNS Query. | Chengwei Peng, Xiaochun Yun, Yongzheng Zhang, Shuhao Li |
| 2017 | ICNC | Risks and risk control of wind power enterprises. | Qiquan Wang, Xiaoyan Li, Shuhao Li, Songli Yang |
| 2017 | TrustCom | Detecting DNS Tunnel through Binary-Classification Based on Behavior Features. | Jingkun Liu, Shuhao Li, Yongzheng Zhang, Jun Xiao, Peng Chang, Chengwei Peng |
| 2017 | TrustCom | Discovering Malicious Domains through Alias-Canonical Graph. | Chengwei Peng, Xiaochun Yun, Yongzheng Zhang, Shuhao Li, Jun Xiao |
| 2012 | SEC | Modeling Social Engineering Botnet Dynamics across Multiple Social Networks. | Shuhao Li, Xiao-chun Yun, Zhiyu Hao, Yongzheng Zhang, Xiang Cui, Yipeng Wang |
| 2011 | CCS | Poster: recoverable botnets: a hybrid C&C approach. | Peng Liao, Xiang Cui, Shuhao Li, Chaoge Liu |
| 2011 | PDCAT | A Propagation Model for Social Engineering Botnets in Social Networks. | Shuhao Li, Xiao-chun Yun, Zhiyu Hao, Xiang Cui, Yipeng Wang |
| 2010 | DATE | Scenario-based analysis and synthesis of real-time systems using uppaal. | Kim Guldstrand Larsen, Shuhao Li, Brian Nielsen, Saulius Pusinskas |
| 2010 | ETFA | Verification and controller synthesis for resource-constrained real-time systems: Case study of an autonomous truck. | Shuhao Li, Paul Pettersson |
| 2009 | FM | Verifying Real-Time Systems against Scenario-Based Requirements. | Kim Guldstrand Larsen, Shuhao Li, Brian Nielsen, Saulius Pusinskas |
| 2009 | ICST | Timed Testing under Partial Observability. | Alexandre David, Kim Guldstrand Larsen, Shuhao Li, Brian Nielsen |
| 2008 | DATE | A Game-Theoretic Approach to Real-Time System Testing. | Alexandre David, Kim Guldstrand Larsen, Shuhao Li, Brian Nielsen |
| 2006 | ICSE | Automated WCET Analysis Based on Program Modes. | Mengluo Ji, Ji Wang, Shuhao Li, Zhi-Chang Qi |
| 2005 | COMPSAC | Configuration-Oriented Symbolic Test Sequence Construction Method for EFSM. | Shuhao Li, Ji Wang, Xin Wang, Zhi-Chang Qi |
| 2005 | ICECCS | An Optimized Method for Automatic Test Oracle Generation from Real-Time Specification. | Xin Wang, Zhi-Chang Qi, Shuhao Li |
| 2004 | APSEC | Property-Oriented Testing of Real-Time Systems. | Shuhao Li, Ji Wang, Wei Dong, Zhichang Qi |