| 2025 | ACISP | Bridging Clone Detection and Industrial Compliance: A Practical Pipeline for Enterprise Codebases. | Xiaowei Zhang, Shigang Liu, Jun Zhang, Yang Xiang |
| 2025 | CCS | Poster: Decoding Social Engineering: A Multi-Level Framework for Tactic Generation, Annotation, and Evaluation. | Yicun Tian, Youyang Qu, Ming Ding, Shigang Liu, Pei-Wei Tsai, Jun Zhang |
| 2025 | RAID | VulCodeMark: Adaptive Watermarking for Vulnerability Datasets Protection. | Di Cao, Shigang Liu, Jun Zhang, Yang Xiang |
| 2024 | NSS | VulMatch: Binary-Level Vulnerability Detection Through Signature. | Zian Liu, Shigang Liu, Lei Pan, Chao Chen, Ejaz Ahmed, Jun Zhang, Dongxi Liu |
| 2022 | ESORICS | No-Label User-Level Membership Inference for ASR Model Auditing. | Yuantian Miao, Chao Chen, Lei Pan, Shigang Liu, Seyit Camtepe, Jun Zhang, Yang Xiang |
| 2022 | NSS | A Survey on IoT Vulnerability Discovery. | Xinbo Ban, Ming Ding, Shigang Liu, Chao Chen, Jun Zhang |
| 2021 | ESORICS | TAESim: A Testbed for IoT Security Analysis of Trigger-Action Environment. | Xinbo Ban, Ming Ding, Shigang Liu, Chao Chen, Jun Zhang, Yang Xiang |
| 2018 | CCS | A Data-driven Attack against Support Vectors of SVM. | Shigang Liu, Jun Zhang, Yu Wang, Wanlei Zhou, Yang Xiang, Olivier Y. de Vel |
| 2016 | ACIIDS | Fuzzy-Based Feature and Instance Recovery. | Shigang Liu, Jun Zhang, Yu Wang, Yang Xiang |
| 2016 | ACISP | An Ensemble Learning Approach for Addressing the Class Imbalance Problem in Twitter Spam Detection. | Shigang Liu, Yu Wang, Chao Chen, Yang Xiang |
| 2016 | CCS | Statistical Detection of Online Drifting Twitter Spam: Invited Paper. | Shigang Liu, Jun Zhang, Yang Xiang |
| 2015 | ICIP | Adaptive regularization level set evolution for medical image segmentation and bias field correction. | Xiaomeng Xin, Lingfeng Wang, Chunhong Pan, Shigang Liu |
| 2015 | ITNAC | Dynamic access point association using Software Defined Networking. | Keshav Sood, Shigang Liu, Shui Yu, Yong Xiang |
| 2014 | ICDM | Examination of Reliability of Missing Value Recovery in Data Mining. | Shigang Liu, Honghua Dai |
| 2009 | FUSION | Calibration factor estimation based on statistical modeling of scattering coefficient. | Zengguo Sun, Chongzhao Han, Ram M. Narayanan, Shigang Liu |
| 2006 | ACCV | A New Active Contour Model: Curvature Gradient Vector Flow. | Jifeng Ning, Chengke Wu, Shigang Liu, Peizhi Wen |