| 2026 | AAAI | Sampling-Free Uncertainty Quantification via Hidden State Dynamics in Language Models. | Yixin Bu, Guanyun Zou, Renzhi Wang, Runze Xia, Cunjun Wang, Hongliang Dai, Xiaoqing Ma, Piji Li |
| 2024 | ISCC | Detecting and Exploring Malicious Websites through Multi-Message Passing Heterogeneous Neural Network. | Xiaoyu Fang, Xiaoqing Ma, Cong Wang, Yan Niu, Liya Ma, Tianmu Gao, Rong Yang |
| 2023 | CSCWD | A Robust and Accurate Encrypted Video Traffic Identification Method via Graph Neural Network. | Zhao Li, Jiangchao Chen, Xiaoqing Ma, Meijie Du, Zhongyi Zhang, Qingyun Liu |
| 2023 | CSCWD | Detecting Fake-Normal Pornographic and Gambling Websites through one Multi-Attention HGNN. | Xiaoqing Ma, Chao Zheng, Zhao Li, Jiangyi Yin, Qingyun Liu, Xunxun Chen |
| 2022 | TrustCom | A Lightweight Graph-based Method to Detect Pornographic and Gambling Websites with Imperfect Datasets. | Xiaoqing Ma, Chao Zheng, Zhao Li, Jiangyi Yin, Qingyun Liu, Xunxun Chen |
| 2021 | ISCC | CDNFinder: Detecting CDN-hosted Nodes by Graph-Based Semi-Supervised Classification. | Xiaoqing Ma, Chao Zheng, Zhao Li, Qingyun Liu, Xunxun Chen |
| 2020 | ICPR | How Does DCNN Make Decisions ? | Yi Lin, Namin Wang, Xiaoqing Ma, Ziwei Li, Gang Bai |