| 2026 | ICDCS | LSCFL: Clustered Federated Learning with Label Semantics for Label-Skewed Non-IID Data. | Jiaxin Liu, Chunqiang Hu, Hui Xia, Meng Han, Ruinian Li, Jiguo Yu |
| 2026 | INFOCOM | Datura: Durable and Stable Backdoor Attack against Federated Learning. | Xiaoxue Song, Hui Xia, Shuo Xu, Yuyao Zhu, Le Li |
| 2025 | AAAI | Clean-Label Graph Backdoor Attack in the Node Classification Task. | Hui Xia, Xiangwei Zhao, Rui Zhang, Shuo Xu, Luming Wang |
| 2025 | TrustCom | GPEA: Grad-CAM-Guided Perceptibility-Reduced Ensemble Attack in Object Detection. | Zhengheng Li, Hui Xia, Rui Zhang, Mengyuan Song, Aoqi Ruan, Shaoqiang Wang |
| 2025 | TrustCom | AMD: Adaptive Adversarial Training Method Based on Mahalanobis Distance. | Aoqi Ruan, Hui Xia, Rui Zhang, Xiaoxue Song, Zhengheng Li, Mengyuan Song |
| 2024 | COCOON | Topological Vulnerability-Based Imperceptible Node Injection Attack Against Dynamic Graph Neural Network. | Hui Xia, Yanan Jiang, Mingda Ma, Rui Zhang, Yang You |
| 2024 | KSEM | Collaborative Adversarial Learning for Unsupervised Federated Domain Adaptation. | Hao Chi, Yingqi Zhang, Shuo Xu, Rui Zhang, Hui Xia |
| 2024 | KSEM | Scalable Attack on Graph Data by Important Nodes. | Wenjiang Hu, Mingda Ma, Yanan Jiang, Hui Xia |
| 2024 | KSEM | DFDS: Data-Free Dual Substitutes Hard-Label Black-Box Adversarial Attack. | Shuliang Jiang, Yusheng He, Rui Zhang, Zi Kang, Hui Xia |
| 2024 | KSEM | Invisible Backdoor Attacks on Key Regions Based on Target Neurons in Self-Supervised Learning. | Xiangyun Qian, Yusheng He, Rui Zhang, Zi Kang, Yilin Sheng, Hui Xia |
| 2024 | NDSS | Enhance Stealthiness and Transferability of Adversarial Attacks with Class Activation Mapping Ensemble Attack. | Hui Xia, Rui Zhang, Zi Kang, Shuliang Jiang, Shuo Xu |
| 2024 | TrustCom | Federated Unlearning for Samples Based on Adaptive Gradient Ascent of Angles. | Ying Hua, Hui Xia, Shuo Xu |
| 2024 | TrustCom | Defending Against Model Poisoning Attacks in Federated Learning via Client-guided Trust. | Xiangxiang Wang, Hui Xia, Yingqi Zhang |
| 2024 | TrustCom | Active Source Inference Attack Based on Label-Flipping in Federated Learning. | Lening Zhang, Hui Xia |
| 2019 | ICNC | A Trend Filtering Based Prediction Model on Network Traffic. | Hui Xia, Bin Fang |
| 2019 | INFOCOM | Trustworthiness Inference Framework in the Social Internet of Things: A Context-Aware Approach. | Hui Xia, Fu Xiao, Sanshun Zhang, Chun-qiang Hu, Xiuzhen Cheng |
| 2018 | HPCC | Developing Offloading-Enabled Application Development Frameworks for Android Mobile Devices. | Hui Xia, Ligang He, Bin Wang, Cheng Chang, Xie Han, Carsten Maple |
| 2016 | IPCCC | A flexible and scalable implementation of elliptic curve cryptography over GF(p) based on ASIP. | Yao Qin, Hua Wang, Zhiping Jia, Hui Xia |
| 2016 | TrustCom | Node Trust Prediction Framework in Mobile Ad Hoc Networks. | Hui Xia, Guodong Wang, Zhenkuan Pan |
| 2014 | TrustCom | Trust-Enhanced Multicast Routing Protocol Based on Node's Behavior Assessment for MANETs. | Hui Xia, Jia Yu, Zhiyong Zhang, Xiangguo Cheng, Zhenkuan Pan |
| 2013 | TrustCom | TimSim: A Timestep-Based Wireless Ad-Hoc Network Simulator. | Chong Yan, Zhiping Jia, Lei Ju, Hui Xia, Huaqiang Xu |
| 2013 | TrustCom | Context-Aware Routing Algorithm for WSNs Based on Unequal Clustering. | Longpeng Zheng, Zhiping Jia, Ruihua Zhang, Hui Xia, Lei Ju, Chuanhao Qu |
| 2012 | TrustCom | Link Stability Evaluation and Stability Based Multicast Routing Protocol in Mobile Ad Hoc Networks. | Zhiyong Zhang, Zhiping Jia, Hui Xia |
| 2011 | TrustCom | Multicast Trusted Routing with QoS Multi-constraints in Wireless Ad Hoc Networks. | Hui Xia, Zhiping Jia, Lei Ju, Youqin Zhu |
| 2010 | EUC | Node Trust Assessment in Mobile Ad Hoc Networks Based on Multi-dimensional Fuzzy Decision Making. | Feng Zhang, Zhiping Jia, Xin Li, Hui Xia |
| 2010 | ICMLC | Prediction of annual precipitation based on fuzzy and grey Markov process. | Li-Li Sheng, Wu-Qun Cheng, Hui Xia, Xian-Bing Wu, Xi-Ping Zhang |
| 2010 | ICMLC | Soil water division by SPSS statistics analysis software in Hebei Province. | Hui Xia, Hui-Ling Han, Lu-Hua Yang, Li-Li Sheng, Hong-Sheng Wang |
| 2007 | COMPSAC | A Method of Requirement Inconsistency Analysis. | Yikun Zhang, Peng Yin, Du-Wu Cui, Hui Xia |