Reconstruction methodology for rational secret sharing based on mechanism design. - Hai Liu 011; Xinghua Li 001; Jianfeng Ma 001; Mengfan Xu; Jingjing Guo (Sci. China Inf. Sci., 2017)

A fair data access control towards rational users in cloud storage. - Hai Liu 011; Xinghua Li 001; Mengfan Xu; Ruo Mo; Jianfeng Ma 001 (Inf. Sci., 2017)

Detection of Multi-Stage Attacks Based on Multi-Layer Long and Short-Term Memory Network. - Mengfan Xu; Xinghua Li 001; Jianfeng Ma 001; Cheng Zhong; Weidong Yang (ICC, 2019)

Regret Bounds and Reinforcement Learning Exploration of EXP-based Algorithms. - Mengfan Xu; Diego Klabjan (CoRR, 2020)

Detection of Low-Frequency and Multi-Stage Attacks in Industrial Internet of Things. - Xinghua Li 001; Mengfan Xu; Pandi Vijayakumar; Neeraj Kumar 001; Ximeng Liu (IEEE Trans. Veh. Technol., 2020)

An Adaptive Multi-objective Multifactorial Evolutionary Algorithm Based on Mixture Gaussian Distribution. - Mengfan Xu; Zexuan Zhu; Yutao Qi; Lei Wang 018; Xiaoliang Ma 001 (CEC, 2021)

Privacy-preserving multisource transfer learning in intrusion detection system. - Mengfan Xu; Xinghua Li 001; Yunwei Wang; Bin Luo 006; Jingjing Guo (Trans. Emerg. Telecommun. Technol., 2021)

Transfer learning based intrusion detection scheme for Internet of vehicles. - Xinghua Li 001; Zhongyuan Hu; Mengfan Xu; Yunwei Wang; Jianfeng Ma 001 (Inf. Sci., 2021)

Sustainable Ensemble Learning Driving Intrusion Detection Model. - Xinghua Li 001; Mengyao Zhu; Laurence T. Yang; Mengfan Xu; Zhuo Ma 001; Cheng Zhong; Hui Li 005; Yang Xiang 001 (IEEE Trans. Dependable Secur. Comput., 2021)

FedMCS: A Privacy-Preserving Mobile Crowdsensing Defense Scheme. - Mengfan Xu; Xinghua Li 001 (CSS, 2022)

FedDBG: Privacy-Preserving Dynamic Benchmark Gradient in Federated Learning Against Poisoning Attacks. - Mengfan Xu (NaNA, 2022)

FedBC: An Efficient and Privacy-Preserving Federated Consensus Scheme. - Mengfan Xu; Xinghua Li 001 (SocialSec, 2022)

GCF: Generalized Causal Forest for Heterogeneous Treatment Effect Estimation in Online Marketplace. - Shu Wan 002; Chen Zheng; Zhonggen Sun; Mengfan Xu; Xiaoqing Yang; Hongtu Zhu; Jiecheng Guo (CoRR, 2022)

SPCS: Strong Privacy-Preserving-Constrained Shortest Distance Queries on Encrypted Graphs. - Wenli Wang; Zhuliang Jia; Mengfan Xu; Shundong Li (IEEE Internet Things J., 2022)

Full-custom Design of Improved Carry Adder Circuit for CLBs. - Mengfan Xu; Yuejun Zhang; Huihong Zhang; Liang Wen; Tengfei Yuan; Pengjun Wang; Zhiyi Li (ASICON, 2023)

Pareto Regret Analyses in Multi-objective Multi-armed Bandit. - Mengfan Xu; Diego Klabjan (ICML, 2023)

PPKD: Privacy-preserving Knowledge Distillation for Large Model. - Mengfan Xu; Jin Li 011; Yingying Liu (NaNA, 2023)

Decentralized Randomly Distributed Multi-agent Multi-armed Bandit with Heterogeneous Rewards. - Mengfan Xu; Diego Klabjan (NeurIPS, 2023)

Lightweight Map Storage and Retrieval Method for Autonomous Navigation of UAVs in Large-Scale Cylindrical Spaces. - Mengfan Xu; Shuai Su; Taogang Hou; Xuan Pei; Junxi Chen (ROBIO, 2023)

Regret Lower Bounds in Multi-agent Multi-armed Bandit. - Mengfan Xu; Diego Klabjan (CoRR, 2023)

CITS-MEW: Multi-Party Entangled Watermark in Cooperative Intelligent Transportation System. - Tong Wu 011; Xinghua Li 001; Yinbin Miao; Mengfan Xu; Haiyan Zhang; Ximeng Liu; Kim-Kwang Raymond Choo (IEEE Trans. Intell. Transp. Syst., 2023)

Adaptive tracking and classification algorithm for multiple extended targets based on irregular shape driven. - Jinlong Yang 002; Mengfan Xu; Fangdi Li; Le Yang 001 (Digit. Signal Process., 2023)

FedG2L: a privacy-preserving federated learning scheme base on "G2L" against poisoning attack. - Mengfan Xu; Xinghua Li 001 (Connect. Sci., 2023)

Sentiment Caption Generation from Visual Scene Using Pre-trained Language Model. - Xiaochen Zhang 005; Jin Li 011; Mengfan Xu; Liangfu Li; Longjiang Guo; Yunpeng Song (ICIRA (6), 2024)

Decentralized Blockchain-based Robust Multi-agent Multi-armed Bandit. - Mengfan Xu; Diego Klabjan (CoRR, 2024)

Short-term Electricity Load Forecasting Based on Improved Seagull Algorithm Optimized Gated Recurrent Unit Neural Network. - Mengfan Xu; Junyang Pan (EAI Endorsed Trans. Energy Web, 2024)

High-performance and low-power decoder circuits for SRAMs using mixed-logic scheme. - Donghao Xia; Yuejun Zhang; Yuanxin Tian; Mengfan Xu; Liang Wen (Integr., 2024)

FPMRQ: Fully Privacy-Preserving Multidimensional Range Queries on Encrypted Data. - Wenli Wang; Zhuliang Jia; Mengfan Xu; Shundong Li (IEEE Internet Things J., 2024)

PPFL-IDS: Privacy-Preserving Federated Learning Based IDS Against Poisoning Attacks. - Mengfan Xu; Xinghua Li (Mob. Networks Appl., 2024)

BADFL: Backdoor Attack Defense in Federated Learning From Local Model Perspective. - Haiyan Zhang; Xinghua Li 001; Mengfan Xu; Ximeng Liu; Tong Wu 011; Jian Weng 001; Robert H. Deng (IEEE Trans. Knowl. Data Eng., 2024)

Multi-agent Multi-armed Bandit Regret Complexity and Optimality. - Mengfan Xu; Diego Klabjan (AISTATS, 2025)

A Simultaneous Localization and Mapping Method for UAVs in Sparse Features Spaces. - Jintao Guo; Zhengyu Xu; Enjun Zhen; Zongjin Li; Ruoxuan Yu; Mengfan Xu (ICRCA, 2025)

Spatial-adaptive mixup for domain adaptation in nighttime semantic segmentation. - Zhuoming Gu; Wei Huang; Mengfan Xu; Dan Zeng; Rui Huang 004 (Neurocomputing, 2025)

Robust Federated Learning Client Selection With Combinatorial Class Representations and Data Augmentation. - Haiyan Zhang; Xinghua Li 001; Mengfan Xu; Shunjie Yuan; Mengyao Zhu; Robert H. Deng (IEEE Trans. Inf. Forensics Secur., 2025)

Multi-agent Multi-armed Bandit with Fully Heavy-tailed Dynamics. - Xingyu Wang; Mengfan Xu (CoRR, 2025)

Heterogeneous Multi-agent Multi-armed Bandits on Stochastic Block Models. - Mengfan Xu; Liren Shan; Fatemeh Ghaffari; Xuchuang Wang; Xutong Liu 002; Mohammad Hajiesmaili (CoRR, 2025)

MLorc: Momentum Low-rank Compression for Large Language Model Adaptation. - Wei Shen; Zhang Yaxiang; Minhui Huang; Mengfan Xu; Jiawei Zhang; Cong Shen (CoRR, 2025)