| 2026 | INFOCOM | ATRO: A Fast Algorithm for Topology Engineering of Reconfigurable Datacenter Networks. | Yingming Mao, Qiaozhu Zhai, Ximeng Liu, Xinchi Han, Fanfan Li, Shizhen Zhao, Yuzhou Zhou, Zhen Yao, Xia Zhu |
| 2026 | NSDI | Geminet: Learning the Duality-based Topology-Agnostic Update Operator for Lightweight Traffic Engineering in Changing Topologies. | Ximeng Liu, Zhuoran Liu, Yingming Mao, Yatao Li, Shizhen Zhao, Xinbing Wang |
| 2026 | NSDI | A Fast Solver-Free Algorithm for Traffic Engineering in Large-Scale Data Center Network. | Yingming Mao, Qiaozhu Zhai, Ximeng Liu, Zhen Yao, Xia Zhu, Yuzhou Zhou |
| 2025 | AAAI | Adversarial-Inspired Backdoor Defense via Bridging Backdoor and Adversarial Attacks. | Jia-Li Yin, Weijian Wang, Lyhwa, Wei Lin, Ximeng Liu |
| 2025 | AAAI | Refine then Classify: Robust Graph Neural Networks with Reliable Neighborhood Contrastive Refinement. | Shuman Zhuang, Zhihao Wu, Zhaoliang Chen, Hong-Ning Dai, Ximeng Liu |
| 2025 | IJCAI | Strategy-Architecture Synergy: A Multi-View Graph Contrastive Paradigm for Consistent Representations. | Shuman Zhuang, Zhihao Wu, Yuhong Chen, Zihan Fang, Jiali Yin, Ximeng Liu |
| 2025 | KSEM | FedBCE: Rethinking Clustered Federated Learning for Better Clustering Efficiency. | Huaibin Ye, Zuobin Ying, Jiechao Gao, Ximeng Liu, Jianping Cai |
| 2025 | SMC | FedUNL: Utilizing Noisy Labels for Improved Robustness in Federated Learning. | Cheng Chen, Zhou Tan, Ziyun Lin, Ximeng Liu |
| 2025 | SMC | TADA: Enhancing Transferable Adversarial Attacks for Distribution Alteration via Diffusion Model. | Qiyu Zhu, Xuanwei Lin, Hao Chen, Ximeng Liu |
| 2024 | DSN | ChatScam: Unveiling the Rising Impact of ChatGPT on Domain Name Abuse. | Mingxuan Liu, Zhenglong Jin, Jiahai Yang, Baoiun Liu, Haixin Duan, Ying Liu, Ximeng Liu, Shujun Tang |
| 2024 | GLOBECOM | Privacy Preservation Fully Homomorphic Encryption for Cloud-assisted Biometric Identification with Multi-key. | Shenghui Peng, Peiheng Jia, Jinbo Xiong, Liehuang Zhu, Ximeng Liu |
| 2024 | HPCC | A Gaussian Distribution-Based Truth Discovery Algorithm under Local Differential Privacy. | Pengfei Zhang, Yibo Zhu, Ximeng Liu, Bin Wu, Li Sun, Shoufei Han, Xianjin Fang, Ji Zhang |
| 2024 | HPCC | Task Allocation with Profit Maximization Under Geo-indistinguishability via Q-learning. | Pengfei Zhang, Yibo Zhu, Ximeng Liu, Bin Wu, Li Sun, Shoufei Han, Xianjin Fang, Ji Zhang |
| 2024 | ICASSP | MEAT: Median-Ensemble Adversarial Training for Improving Robustness and Generalization. | Zhaozhe Hu, Jia-Li Yin, Bin Chen, Luojun Lin, Bo-Hao Chen, Ximeng Liu |
| 2024 | IMC | Bounce in the Wild: A Deep Dive into Email Delivery Failures from a Large Email Service Provider. | Ruixuan Li, Shaodong Xiao, Baojun Liu, Yanzhong Lin, Haixin Duan, Qingfeng Pan, Jianjun Chen, Jia Zhang, Ximeng Liu, Xiuqi Lu, Jun Shao |
| 2024 | SIGCOMM | FIGRET: Fine-Grained Robustness-Enhanced Traffic Engineering. | Ximeng Liu, Shizhen Zhao, Yong Cui, Xinbing Wang |
| 2024 | SP | Break the Wall from Bottom: Automated Discovery of Protocol-Level Evasion Vulnerabilities in Web Application Firewalls. | Qi Wang, Jianjun Chen, Zheyu Jiang, Run Guo, Ximeng Liu, Chao Zhang, Haixin Duan |
| 2023 | AAAI | SRoUDA: Meta Self-Training for Robust Unsupervised Domain Adaptation. | Wanqing Zhu, Jia-Li Yin, Bo-Hao Chen, Ximeng Liu |
| 2023 | DASC | New Cryptographic Bent Functions from Permutations and Linear Translator in Cyber Security. | Qian Liu, Yan Chen, Zhixiong Chen, Ximeng Liu, Hui Lin |
| 2023 | DASC | Some Classes of Cryptographic Power Functions and Permutation Polynomials with Low (-1)-Differential Uniformity in Cyber Security. | Qian Liu, Xiaobei Dong, Zhixiong Chen, Ximeng Liu, Li Xu |
| 2023 | EuroPar | FedCML: Federated Clustering Mutual Learning with non-IID Data. | Zekai Chen, Fuyi Wang, Shengxing Yu, Ximeng Liu, Zhiwei Zheng |
| 2023 | ICASSP | Enhance Transferability of Adversarial Examples with Model Architecture. | Mingyuan Fan, Wenzhong Guo, Zuobin Ying, Ximeng Liu |
| 2023 | ICCV | An Adaptive Model Ensemble Adversarial Attack for Boosting Adversarial Transferability. | Bin Chen, Jia-Li Yin, Shukai Chen, Bohao Chen, Ximeng Liu |
| 2023 | ICDCS | Efficient and Secure Spatial Range Query over Large-scale Encrypted Data. | Yinbin Miao, Chao Xu, Yifeng Zheng, Ximeng Liu, Xiangdong Meng, Robert H. Deng |
| 2023 | ICDE | Achieving Privacy-preserving and Lightweight Truth Discovery in Mobile Crowdsensing (Extended abstract). | Jianchao Tang, Shaojing Fu, Ximeng Liu, Yuchuan Luo, Ming Xu |
| 2023 | ICICS | Graph Unlearning Using Knowledge Distillation. | Wenyue Zheng, Ximeng Liu, Yuyang Wang, Xuanwei Lin |
| 2023 | IJCAI | Globally Consistent Federated Graph Autoencoder for Non-IID Graphs. | Kun Guo, Yutong Fang, Qingqing Huang, Yuting Liang, Ziyao Zhang, Wenyu He, Liu Yang, Kai Chen, Ximeng Liu, Wenzhong Guo |
| 2023 | INFOCOM | DTrust: Toward Dynamic Trust Levels Assessment in Time-Varying Online Social Networks. | Jie Wen, Nan Jiang, Jin Li, Ximeng Liu, Honglong Chen, Yanzhi Ren, Zhaohui Yuan, Ziang Tu |
| 2022 | ACSAC | Compressed Federated Learning Based on Adaptive Local Differential Privacy. | Yinbin Miao, Rongpeng Xie, Xinghua Li, Ximeng Liu, Zhuo Ma, Robert H. Deng |
| 2022 | CCGRID | SPA: An Efficient Adversarial Attack on Spiking Neural Networks using Spike Probabilistic. | Xuanwei Lin, Chen Dong, Ximeng Liu, Yuanyuan Zhang |
| 2022 | DASC | Research on Information Coordination Mechanism of Multi-participants in Community-based Elderly Care by Blockchain. | Mo Hu, Yunchao Zhang, Ximeng Liu |
| 2022 | DASFAA | Blockchain-Based Encrypted Image Storage and Search in Cloud Computing. | Yingying Li, Jianfeng Ma, Yinbin Miao, Ximeng Liu, Qi Jiang |
| 2022 | ICASSP | Combating False Sense of Security: Breaking the Defense of Adversarial Training Via Non-Gradient Adversarial Attack. | Mingyuan Fan, Yang Liu, Cen Chen, Shengxing Yu, Wenzhong Guo, Ximeng Liu |
| 2022 | ICASSP | SecMPNN: 3-Party Privacy-Preserving Molecular Structure Properties Inference. | Xinying Liao, Jiaye Xue, Shengxing Yu, Ximeng Liu, Jiangang Shu |
| 2022 | IJCAI | Privacy-Preserving Federated Cross-Domain Social Recommendation. | Jianping Cai, Yang Liu, Ximeng Liu, Jiayin Li, Hongbin Zhuang |
| 2022 | INFOCOM | Backdoor Defense with Machine Unlearning. | Yang Liu, Mingyuan Fan, Cen Chen, Ximeng Liu, Zhuo Ma, Li Wang, Jianfeng Ma |
| 2022 | ProvSec | Simplified Server-Aided Revocable Identity-Based Encryption from Lattices. | Yanhua Zhang, Ximeng Liu, Yupu Hu |
| 2022 | TrustCom | Dynamically Selected Mixup Machine Unlearning. | Zhiwen Zhou, Ximeng Liu, Jiayin Li, Junxi Ruan, Mingyuan Fan |
| 2021 | ACNS | Cryptanalysis of a Lattice-Based Group Signature with Verifier-Local Revocation Achieving Full Security. | Yanhua Zhang, Ximeng Liu, Yupu Hu, Qikun Zhang, Huiwen Jia |
| 2021 | ICA3PP | Towards Transferable Adversarial Examples Using Meta Learning. | Mingyuan Fan, Jia-Li Yin, Ximeng Liu, Wenzhong Guo |
| 2021 | ICASSP | Enabling Efficient and Expressive Spatial Keyword Queries On Encrypted Data. | Xiangyu Wang, Jianfeng Ma, Ximeng Liu |
| 2021 | ICASSP | Privacy-Preserving Optimal Insulin Dosing Decision. | Zuobin Ying, Shuanglong Cao, Shengmin Xu, Ximeng Liu, Lingjuan Lyu, Cen Chen, Li Wang |
| 2021 | ICIP | Model-Agnostic Adversarial Example Detection Through Logit Distribution Learning. | Yaopeng Wang, Lehui Xie, Ximeng Liu, Jia-Li Yin, Tingjie Zheng |
| 2021 | ISPA | HTtext: A TextCNN-based pre-silicon detection for hardware Trojans. | Yi Xu, Zhenyi Chen, Binhong Huang, Ximeng Liu, Chen Dong |
| 2021 | NSS | On the Analysis of the Outsourced Revocable Identity-Based Encryption from Lattices. | Yanhua Zhang, Ximeng Liu, Yupu Hu, Huiwen Jia |
| 2021 | NSS | Cryptanalysis of a Fully Anonymous Group Signature with Verifier-Local Revocation from ICICS 2018. | Yanhua Zhang, Ximeng Liu, Yupu Hu, Huiwen Jia |
| 2021 | QRS | The Rg-conditional connectivity and diagnosablility of generalized exchanged X-cubes. | Yufang Zhang, Ximeng Liu, Xiaoyan Li, Wanling Lin, Hongbin Zhuang |
| 2021 | TrustCom | Too Expensive to Attack: Enlarge the Attack Expense through Joint Defense at the Edge. | Jianhua Li, Ximeng Liu, Jiong Jin, Shui Yu |
| 2021 | SERVICES | Lightweight Privacy-preserving Medical Diagnosis in Edge Computing. | Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Ximeng Liu, Kim-Kwang Raymond Choo, Ruikang Yang, Xiangyu Wang |
| 2021 | SERVICES | Privacy-preserving Diverse Keyword Search and Online Pre-diagnosis in Cloud Computing. | Xiangyu Wang, Jianfeng Ma, Yinbin Miao, Ximeng Liu, Ruikang Yang |
| 2020 | ACNS | On New Zero-Knowledge Proofs for Fully Anonymous Lattice-Based Group Signature Scheme with Verifier-Local Revocation. | Yanhua Zhang, Ximeng Liu, Yifeng Yin, Qikun Zhang, Huiwen Jia |
| 2020 | ASIACRYPT | Quantum Circuit Implementations of AES with Fewer Qubits. | Jian Zou, Zihao Wei, Siwei Sun, Ximeng Liu, Wenling Wu |
| 2020 | CCS | SVM Learning for Default Prediction of Credit Card under Differential Privacy. | Jianping Cai, Ximeng Liu, Yingjie Wu |
| 2020 | CCS | Privacy-Preserving in Defending against Membership Inference Attacks. | Zuobin Ying, Yun Zhang, Ximeng Liu |
| 2020 | DASFAA | Spatial Dynamic Searchable Encryption with Forward Security. | Xiangyu Wang, Jianfeng Ma, Ximeng Liu, Yinbin Miao, Dan Zhu |
| 2020 | GLOBECOM | Flexible and Privacy-preserving Framework for Decentralized Collaborative Learning. | Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Ximeng Liu, Wei Zheng, Xiang Li |
| 2020 | GLOBECOM | Privacy-preserving Intelligent Traffic Light Control. | Zuobin Ying, Shuanglong Cao, Shengmin Xu, Ximeng Liu, Maode Ma |
| 2020 | GLOBECOM | FHPT: Fine-Grained EHR Sharing in E-Healthcare Cloud with Hidden Policy and Traceability. | Zuobin Ying, Yuanping Si, Jianfeng Ma, Ximeng Liu, Shengmin Xu |
| 2020 | ICDCS | Boosting Privately: Federated Extreme Gradient Boosting for Mobile Crowdsensing. | Yang Liu, Zhuo Ma, Ximeng Liu, Siqi Ma, Surya Nepal, Robert H. Deng, Kui Ren |
| 2020 | INFOCOM | Search Me in the Dark: Privacy-preserving Boolean Range Query over Encrypted Spatial Data. | Xiangyu Wang, Jianfeng Ma, Ximeng Liu, Robert H. Deng, Yinbin Miao, Dan Zhu, Zhuoran Ma |
| 2020 | IWQoS | PE-HEALTH: Enabling Fully Encrypted CNN for Health Monitor with Optimized Communication. | Yang Liu, Yilong Yang, Zhuo Ma, Ximeng Liu, Zhuzhu Wang, Siqi Ma |
| 2020 | Networking | OIDPR: Optimized Insulin Dosage based on Privacy-Preserving Reinforcement Learning. | Zuobin Ying, Yun Zhang, Shuanglong Cao, Shengmin Xu, Ximeng Liu |
| 2020 | WISA | Cryptanalysis of Two Fully Anonymous Attribute-Based Group Signature Schemes with Verifier-Local Revocation from Lattices. | Yanhua Zhang, Ximeng Liu, Yupu Hu, Qikun Zhang, Huiwen Jia |
| 2019 | CANS | Lattice-Based Group Signatures with Verifier-Local Revocation: Achieving Shorter Key-Sizes and Explicit Traceability with Ease. | Yanhua Zhang, Ximeng Liu, Yupu Hu, Qikun Zhang, Huiwen Jia |
| 2019 | CCS | ObliDC: An SGX-based Oblivious Distributed Computing Framework with Formal Proof. | Pengfei Wu, Qingni Shen, Robert H. Deng, Ximeng Liu, Yinghui Zhang, Zhonghai Wu |
| 2019 | GLOBECOM | Privacy-Preserving Compressive Sensing for Traffic Estimation. | Jiayin Li, Wenzhong Guo, Zhuo Ma, Xianjia Meng, Yang Yang, Ximeng Liu |
| 2019 | GLOBECOM | Cross-Organizational Access Control for EHRs: Trustworthy, Flexible, Transparent. | Zhuo Ma, Meng Zhao, Ximeng Liu, Chong Shen, Jianfeng Ma |
| 2019 | GLOBECOM | Implementing Security-Enhanced PHR System in the Cloud Using FAME. | Zuobin Ying, Wenjie Jiang, Ximeng Liu, Shengmin Xu |
| 2019 | ICA3PP | Lightweight Outsourced Privacy-Preserving Heart Failure Prediction Based on GRU. | Zuobin Ying, Shuanglong Cao, Peng Zhou, Shun Zhang, Ximeng Liu |
| 2019 | ICA3PP | Privacy-Preserving Fine-Grained Outsourcing PHR with Efficient Policy Updating. | Zuobin Ying, Wenjie Jiang, Ximeng Liu, Maode Ma |
| 2019 | INFOCOM | Search in My Way: Practical Outsourced Image Retrieval Framework Supporting Unshared Key. | Xiangyu Wang, Jianfeng Ma, Ximeng Liu, Yinbin Miao |
| 2019 | ISPA | Blockchain-Based Incentive Announcement System for Internet of Vehicles. | Yang Yang, Jialiang Chen, Xianghan Zheng, Ximeng Liu, Wenzhong Guo, Hairong Lv |
| 2019 | SecureComm | Generic Construction of ElGamal-Type Attribute-Based Encryption Schemes with Revocability and Dual-Policy. | Shengmin Xu, Yinghui Zhang, Yingjiu Li, Ximeng Liu, Guomin Yang |
| 2018 | ACISP | Privacy-Preserving Mining of Association Rule on Outsourced Cloud Data from Multiple Parties. | Lin Liu, Jinshu Su, Rongmao Chen, Ximeng Liu, Xiaofeng Wang, Shuhui Chen, Ho-fung Leung |
| 2018 | GLOBECOM | SybMatch: Sybil Detection for Privacy-Preserving Task Matching in Crowdsourcing. | Jiangang Shu, Ximeng Liu, Kan Yang, Yinghui Zhang, Xiaohua Jia, Robert H. Deng |
| 2018 | ICA3PP | Differentially Private Location Protection with Continuous Time Stamps for VANETs. | Zhili Chen, Xianyue Bao, Zuobin Ying, Ximeng Liu, Hong Zhong |
| 2018 | ICCCN | Attacking Network Isolation in Software-Defined Networks: New Attacks and Countermeasures. | Rui Xiao, Hui Zhu, Chao Song, Ximeng Liu, Jian Dong, Hui Li |
| 2018 | ICCCN | Achieve Efficient and Privacy-Preserving Medical Primary Diagnosis Based on kNN. | Dan Zhu, Hui Zhu, Ximeng Liu, Hui Li, Fengwei Wang, Hao Li |
| 2018 | ProvSec | Efficient Attribute-Based Encryption with Blackbox Traceability. | Shengmin Xu, Guomin Yang, Yi Mu, Ximeng Liu |
| 2018 | TrustCom | PUSC: Privacy-Preserving User-Centric Skyline Computation Over Multiple Encrypted Domains. | Ximeng Liu, Kim-Kwang Raymond Choo, Robert H. Deng, Yang Yang, Yinghui Zhang |
| 2018 | SecureComm | Privacy-Preserving Biometric-Based Remote User Authentication with Leakage Resilience. | Yangguang Tian, Yingjiu Li, Rongmao Chen, Nan Li, Ximeng Liu, Bing Chang, Xingjie Yu |
| 2017 | ICICS | FABSS: Attribute-Based Sanitizable Signature for Flexible Access Structure. | Ruo Mo, Jianfeng Ma, Ximeng Liu, Qi Li |
| 2017 | ICICS | Efficient Inner Product Encryption with Simulation-Based Security. | Qingsong Zhao, Qingkai Zeng, Ximeng Liu |
| 2014 | ICWS | Trustworthy Service Composition in Service-Oriented Mobile Social Networks. | Tao Zhang, Jianfeng Ma, Ning Xi, Ximeng Liu, Zhiquan Liu, Jinbo Xiong |
| 2013 | CCS | PRAM: privacy preserving access management scheme in cloud services. | Jinbo Xiong, Zhiqiang Yao, Jianfeng Ma, Ximeng Liu, Qi Li, Tao Zhang |
| 2013 | CIS | Attribute Based Multi-signature Scheme in the Standard Model. | Ximeng Liu, Jianfeng Ma, Qi Li, Jinbo Xiong, Faliang Huang |
| 2013 | HPCC | A Secure Document Self-Destruction Scheme: An ABE Approach. | Jinbo Xiong, Zhiqiang Yao, Jianfeng Ma, Ximeng Liu, Qi Li |