• 2026

  • Xinxin Fan, Wenxiong Chen, Quanliang Jing, Chi Lin, Shaoye Luo, Wenbo Song, Yunfeng Lu. TopFeaRe: Locating Critical State of Adversarial Resilience for Graphs Regarding Topology-Feature Entanglement. The 35th USENIX Security Symposium, Accepted to appear (Acceptance Rate: 20/163=12.3% in Primary Field of Security of ML). [USENIX Security'26]

  • Changhao Wang, Yanfang Liu, Xinxin Fan, Lanzhi Zhou, Ao Tian, Yunfeng Lu. DTKG: Dual-Track Knowledge Graph-Verified Reasoning Framework for Multi-Hop QA. Forty-third International Conference on Machine Learning, Accepted to appear (Acceptance Rate: 6352/23918=26.6%). [arXiv version] [ ICML 2026]

  • Ao Tian, Yunfeng Lu, Xinxin Fan, Changhao Wang, Lanzhi Zhou, Yeyao Zhang, Yanfang Liu. RGMem: Renormalization Group–inspired Memory Evolution for Language Agents. Forty-third International Conference on Machine Learning, Accepted to appear (Acceptance Rate: 6352/23918=26.6%) [arXiv version] [ ICML 2026]

  • Wenqi Wei, Tiansheng Huang, Sihao Hu, Xinxin Fan, Rui Zhang, Jingya Zhou, Ling Liu. GradCloak: Gradient Obfuscation for Privacy-Preserving Distributed Learning as a Service. IEEE Transactions on Services Computing, 19(2): 1277-1290, 2026. [TSC 2026]

  • Wei Yang, Chi Lin, Jing Deng, Haipeng Dai, Liming Chen, Xinxin Fan. Secure Charging Scheduling in Wireless Rechargeable Sensor. IEEE Transactions on Mobile Computing, 25(2): 1870-1884, 2026. [TMC 2026]

  • 2025

  • Jincai Huang*, Yongjun Xu*, Qi Wang*, Qi (Cheems) Wang*, Xingxing Liang*, Fei Wang*, Zhao Zhang*, Wei Wei*, Boxuan Zhang*, Libo Huang*, Jingru Chang*, Liantao Ma*, Ting Ma*, Yuxuan Liang*, Jie Zhang*, Jian Guo*, Xuhui Jiang*, Xinxin Fan*, Zhulin An*, Tingting Li* (*Co-First Author), et al. Foundation models and intelligent decision-making: Progress, challenges, and perspectives. The Innovation, 6(6): 2666-6758, 100948, 2025 (Cover Paper). [The Innovation 2025]

  • Shaoye Luo, Xinxin Fan, Quanliang Jing, Men Niu, Chi Lin, Yunfeng Lu. SifterNet: Model-Agnostic Defense against Backdoor Attack in Vision Large Model. 12th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, BuildSys, 389-393, 2025. [BuildSys'25]

  • Mengfan Li, Xinxin Fan, Quanliang Jing, Shaoye Luo, Yunfeng Lu, Jingping Bi. LDP: Latent Diffusion-based Adversarial Purification towards Transformer-based Visual Encoders. 24th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, 532-539, 2025. [TrustCom'25]

  • Qining Sun, Zhiming Gui, Yanfang Liu, Xinxin Fan, Yunfeng Lu. Graph Neural Network-based Multi-agent Reinforcement Learning for Adversarial Policy Detection Algorithm (In Chinese). Computer and Modernization, 0(4): 42-49, 2025. [ C&M 2025]

  • 2024

  • Xinxin Fan, Mengfan Li, Jia Zhou, Quanliang Jing, Chi Lin, Yunfeng Lu, Jingping Bi. GCSA: A New Adversarial Example-Generating Scheme Toward Black-Box Adversarial Attacks. IEEE Trans. Consumer Electron. 70(1): 2038-2048, 2024. [TCE 2024]

  • Chi Lin, Zhouhe Sun, Asfandeyar Ahmad, Xinxin Fan, Yi Wang, Lei Wang, Xin Fan, Guowei Wu. AirWrite: An Aerial Handwriting Trajectory Tracking and Recognition System With mmWave. IEEE Trans. Mob. Comput. 23(12): 13325-13341, 2024. [TMC 2024]

  • Yubo Zhang, Yanfang Liu, Xinxin Fan, Yunfeng Lu. CPLCS: Contrastive Prompt Learning-based Code Search with Cross-modal Interaction Mechanism. 2024 International Joint Conference on Neural Networks. [IJCNN'24]

  • 2023

  • Yunfeng Lu, Xinxin Fan, Quanliang Jing. TAEffect: Quantifying interaction risks in trust-enabled communication systems. Int. J. Commun. Syst. 36(4), 2023. [IJCS 2023]

  • 2022

  • Quanliang Jing, Shuo Liu, Xinxin Fan, Jingwei Li, Di Yao, Baoli Wang, Jingping Bi. Can Adversarial Training benefit Trajectory Representation?: An Investigation on Robustness for Trajectory Similarity Computation. Proceedings of the 31st ACM International Conference on Information & Knowledge Manageme, 2022. [CIKM'22]

  • Xiaokai Chu, Jiashu Zhao, Xinxin Fan, Di Yao, Zhihua Zhu, Lixin Zou, Dawei Yin, Jingping Bi. Contrastive Disentangled Graph Convolutional Network for Weakly-Supervised Classification. Database Systems for Advanced Applications, 2022. [DASFAA'22 ]

  • Baoli Wang, Xinxin Fan, Quanliang Jing, Yueyang Su, Jingwei Li, Jingping Bi. GTAT: Adversarial Training with Generated Triplets. 2022 International Joint Conference on Neural Networks. [IJCNN'22 ]

  • Yubo Zhang, Yanfang Liu, Xinxin Fan, Yunfeng Lu. RetCom: Information Retrieval-Enhanced Automatic Source-Code Summarization. IEEE 22nd International Conference on Software Quality, Reliability and Security . [QRS'22 ]

  • 2021

  • Quanliang Jing, Yao Di, Chang Gong, Xinxin Fan, Baoli Wang, Haining Tan, and Jingping Bi. TRAJCROSS: Trajecotry Cross-Modal Retrieval with Mulit-level Contrastive Learning. 2021 IEEE International Conference on Big Data, 2021. [BigData'21]

  • Xiaokai Chu, Xinxin Fan, Jingping Bi. Position-Aware Network Representation Learning via K-Step Mutual Information Estimation (In Chinese). Journal of Computer Research and Development (计算机研究与发展), 58 (8): 1612-1623, 2021. [JCRD 21]

  • Xiaokai Chu, Xinxin Fan, Zhihua Zhu and Jingping Bi. Variational Cross-Network Embedding for Anonymized User Identity Linkage. The 30th International Conference on Information and Knowledge Management, Pages 2955–2959, 2021. (Short Papers Track, Acceptance Rate: 177/626=28%). [CIKM'21]

  • Baoli Wang, Xinxin Fan, Quanliang Jing, Haining Tan, Jingping Bi: AdvCGAN: An Elastic and Covert Adversarial Examples Generating Framework. IEEE International Joint Conference on Neural Network, 1-8, 2021. [IJCNN'21]

  • Quanliang Jing, Di Yao, Xinxin Fan, Baoli Wang, Haining Tan, Xiangpeng Bu, Jingping Bi. TRANSFAKE: Multi-task Transformer for Multimodal Enhanced Fake News Detection. IEEE International Joint Conference on Neural Network, 1-8, 2021. [IJCNN'21]

  • 2020

  • Xinxin Fan, Ling Liu, Rui Zhang, Quanliang Jing, Jingping Bi. Decentralized Trust Management: Risk Analysis and Trust Aggregation. ACM Computing Surveys, 53(1): 2:1-2:33, 2020. [CSUR 2020]

  • Zhihua Zhu, Xinxin Fan, Xiaokai Chu, Jingping Bi. HGCN: A Heterogeneous Graph Convolutional Network-Based Deep Learning Model Toward Collective Classification. The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 1161-1171, 2020. (Research Track, Acceptance Rate: 216/1279=17%).[SIGKDD'20]

  • Zhihua Zhu, Xinxin Fan, Xiaokai Chu, Jianhui Huang, Jingping Bi. LRHNE: A Latent-Relation Enhanced Embedding Method for Heterogeneous Information Networks. The 29th International Conference on Information and Knowledge Management, 1923-1932, 2020. (Full Paper Research Track, Acceptance Rate: 193/920=21%). [CIKM'20]

  • 2019

  • Xiaokai Chu, Xinxin Fan, Di Yao, Zhihua Zhu, Jianhui Huang, Jingping Bi. "Cross-Network Embedding for Multi-Network Alignment", The 28th International World Wide Web Conferences, San Francisco, CA, USA, May 13-17, 2019. [WWW'19]

  • Xiaokai Chu, Xinxin Fan, Di Yao, Chen-Lin Zhang, Jianhui Huang, Jingping Bi. "Noise-Aware Network Embedding for Multiplex Network", The International Joint Conference on Neural Networks, Budapest, Hungary, July 14-19, 2019. [IJCNN'19]

  • 2018

  • Xinxin Fan, Jingping Bi. "Identification for Strategically Malicious Participants", The 25th International Conference on Web Service, Seattle, WA, USA, June 25-30, 2018. [ICWS'18]

  • Xinxin Fan, Danyang He, Jingping Bi. "Trustworthiness and Untrustworthiness Inference with Group Assignment", The 25th International Conference on Web Service, Seattle, WA, USA, June 25-30, 2018. [ICWS'18]

  • Zixuan Ding, Xinxin Fan, Jinping Yu, Jingping Bi. "Update Cost-Aware Cache Replacement for Wildcard Rules in Software-Defined Networking", The 23th IEEE Symposium on Computer and Communications, Natal, Brazil, June 25-28, 2018. (Best Paper Award/Microsoft Award-Honorable Mention) [ ISCC'18]

  • Haining Tan, Weiqiang Tang, Xinxin Fan, Quanliang Jing, Jingping Bi. "SERL: Semantic-Path Biased Representation Learning of Heterogeneous Information Network", 11th International Conference on Knowledge Science, Engineering and Management, Changchun, China, August 17-19, 2018. (Best Paper Runner Up) [KSEM'18]

  • Jinping Yu, Jingping Bi, Guoqiang Zhang, Xinxin Fan, Zhongcheng Li. "Loop-Free Rerouting of Multiple Policies With Overlaps", The 36th IEEE International Performance Computing and Communications Conference, San Diego, CA, USA, December 10-12, 2017. [IEEE Communications Letters 2018]

  • 2017

  • Xinxin Fan, Ling Liu, Mingchu Li, Zhiyuan Su. "GroupTrust: Dependable Trust Management", IEEE Transactions on Parallel and Distributed Systems, 28(4): 1076-1090, 2017. [TPDS 2017]

  • Jinping Yu, Xinxin Fan, Guoqiang Zhang, Jingping Bi. "Scheduling Loop-Free Updates for Multiple Policies with Overlaps in Software-Defined Networks", The 36th IEEE International Performance Computing and Communications Conference, San Diego, CA, USA, December 10-12, 2017. (Best Paper Runner Up) [IPCCC'17]

  • before 2017

  • Zhiyuan Su, Ling Liu, Mingchu Li, Xinxin Fan, Yang Zhou. "Reliable and Resilient Trust Management in Distributed Service Provision Networks", ACM Transactions on the Web, 9(3): 14:1-14:37, 2015. [TWEB 2015]

  • Xinxin Fan, Mingchu Li, Hui Zhao, Xiaodong Chen, Zhenzhou Guo, Dong Jiao, Weifeng Sun. "PeerCluster: A Maximum Flow-Based Trust Mechanism in P2P File Sharing Networks", Security and Communication Networks 6(9): 1126-1142, 2013. [SCN (Wiley) 2013]

  • Xiaodong Chen, Mingchu Li, Xin Ma, Xinxin Fan. "Hamiltonian Connectedness in Claw-Free Graphs", Graphs and Combinatorics 29(5): 1259-1267, 2013. [Graphs & Com. (Springer) 2013]

  • Zhenzhou Guo, Mingchu Li, Xinxin Fan. "Attribute-Based Ring Signcryption Scheme", Security and Communication Networks, 6(6): 790-796, 2013. [SCN (Wiley) 13]

  • Zhiyuan Su, Ling Liu, Mingchu Li, Xinxin Fan, Yang Zhou. "ServiceTrust: Trust Management in Service Provision Networks", The IEEE International Conference on Services Computing, Santa Clara, CA, USA, June 28-July 3, 2013. [SCC'13]

  • Xinxin Fan, Mingchu Li, Jianhua Ma, Yizhi Ren, Hui Zhao, Zhiyuan Su. "Behavior-based Reputation Management in P2P File-Sharing Networks", Journal of Computer and System Sciences, 78(6): 1737-1750, 2012. [JCSS (Elsevier) 2012]

  • Xinxin Fan, Ling Liu, Mingchu Li, Zhiyuan Su. "EigenTrust^++: Attack Resilient Trust Management", Proceedings of 8th IEEE International Conference on Collaborative Computing, October 14-17, Pittsburgh, Pennsylvania, United States, 2012. [CollaborateCom'12]

  • Hui Zhao, Mingchu Li, Xinxin Fan. "A Formal Separation Method of Protocols to Eliminate Parallel Attacks in Virtual Organization", Security and Communication Networks, 4(12): 1461-1468, 2011. [SCN (Wiley) 2011]

  • Xinxin Fan, Mingchu Li, Yizhi Ren, Jianhua Ma. "Dual-EigenRep: A Reputation-Based Trust Model for P2P File-Sharing Networks", UIC/ATC Workshops, Xi'an, China, 2010. [UIC/ATC Workshops'10]

  • Xianchao Zhang, Xinxin Fan, Xinyue Liu, Hong Yu. "A Ranking Algorithm via Changing Markov Probability Matrix Based on Distribution Factor", Proceedings of The Fifth International Conference on Fuzzy Systems and Knowledge Discovery, October 18-20, Jinan, Shandong, China, 2008. [FSKD'08]