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2020 – today
- 2026
[j18]Chenlu Zhu, Shuilong Wang, Xiaoxuan Fan
, Xianjun Deng, Shenghao Liu, Yuanyuan He, Celimuge Wu:
Blockchain-Enhanced Federated Learning for Secure and Intelligent Consumer Electronics: An Overview. IEEE Consumer Electron. Mag. 15(1): 64-76 (2026)- [j17]Siyu Sun, Xianjun Deng, Shenghao Liu, Xiaoxuan Fan, Lingzhi Yi, Chenlu Zhu, Weiwei Chen, Haipeng Dai:
Long-Term Traffic Forecasting via Spatial-Temporal Wavelet Attention Network for Mobile IoT-Enabled Transportation Systems. IEEE Trans. Mob. Comput. 25(6): 9300-9314 (2026) - [j16]Ziteng Wang, Yiheng Ruan, Xianjun Deng, Xiaoxuan Fan, Shenghao Liu, Wei Feng, Deng Zhang:
DRL-Based Weakly Supervised Traffic Anomaly Detection for IoT Networks. IEEE Trans. Netw. Sci. Eng. 13: 4562-4577 (2026) - [c9]Xiaoxuan Fan, Jiaqi Sun, Xianjun Deng, Qiankun Zhang, Wei Xiang, Shenghao Liu, Lingzhi Yi:
Automated Model Selection for Multivariate Time Series Forecasting. WWW 2026: 5322-5333 - 2025
- [j15]Xiaoxuan Fan, Lixiang Duan, Na Zhang, Mingyu Shen:
A collaborative adversarial framework: Distribution characteristics-guided alignment mechanism for fault diagnosis of machines considering domain shift. Adv. Eng. Informatics 65: 103159 (2025) - [j14]Yanqing Xu, Xiaoxuan Fan:
Street View Image-Based Emotional Perception Modeling of Old Residential Communities: An Explainable Framework Integrating Random Forest and SHAP. ISPRS Int. J. Geo Inf. 14(12): 471 (2025) - [j13]Xiaoxuan Fan, Lixiang Duan, Na Zhang:
A multi-scale graph-guided dynamic enhanced alignment network for mechanical fault diagnosis considering domain shift and data imbalance. Neurocomputing 625: 129546 (2025) - [j12]Chenlu Zhu, Wujie Zheng, Xiaoxuan Fan, Xianjun Deng, Shenghao Liu, Lingzhi Yi, Wei Xi, Young-Sik Jeong:
Graph-Empowered Multidimensional Target Full-Coverage Reliability for Internet of Everything. IEEE Internet Things J. 12(4): 3707-3719 (2025) - [j11]Chenlu Zhu, Xiaoxuan Fan, Xianjun Deng, Shenghao Liu, Duan Yin, Hanjun Gao, Laurence T. Yang:
Area Coverage Reliability Evaluation for Collaborative Intelligence and Meta-Computing of Decentralized Industrial Internet of Things. IEEE Internet Things J. 12(10): 13734-13745 (2025) - [j10]Xiaoxuan Fan, Xianjun Deng, Shenghao Liu, Chenlu Zhu, Xinlei Zhou, Lingzhi Yi, Libing Wu, Jonghyuk Park:
Co-Designed Communication and Computing for Data Reliability in Industrial Cyber-Physical Systems With Cloud-Fog Automation. IEEE J. Sel. Areas Commun. 43(9): 3183-3199 (2025) - [j9]Chenlu Zhu, Xiaoxuan Fan, Wujie Zheng, Suning Chen, Shenghao Liu, Xianjun Deng, Young-Sik Jeong:
Intelligent Management and Computing for Trustworthy Services Under 6G-Empowered Cyber-Physical-Social System. IEEE Netw. 39(2): 124-133 (2025) - [j8]Chenlu Zhu, Xiaoxuan Fan, Xianjun Deng, Ziheng Xiao, Tingting Guo, Shenghao Liu, Jiaqi Sun, Jong Hyuk Park:
Energy-Efficient and Privacy-Preserving Edge Intelligence for 6G-Empowered Intelligent Transportation System. IEEE Netw. 39(6): 316-324 (2025) - [j7]Zhenkun Jin, Xinlei Zhou, Xiaoxuan Fan, Shenghao Liu, Xianjun Deng, Hanjun Gao, Wei Feng:
Conditional Diffusion Based Spatio-Temporal Imputation Model for Reliable and Intelligent Service in Consumer Electronics. IEEE Trans. Consumer Electron. 71(4): 11813-11825 (2025) - [j6]Shuilong Wang, Laurence T. Yang, Debin Liu, Ruonan Zhao, Xianjun Deng, Cannian Zou, Xiaoxuan Fan:
Improving Ethereum Mixing Address Linking With Tensor Computation, Neighbor Data Utilization, and Asymmetric Information Modeling. IEEE Trans. Inf. Forensics Secur. 20: 8658-8671 (2025) - [j5]Jiaqi Sun, Xianjun Deng, Shenghao Liu, Xiaoxuan Fan, Yongling Huang, Yuanyuan He, Celimuge Wu, James Jong Hyuk Park:
Contrastive Learning-Based Speech Spoofing Detection for Multimedia Security in Edge Intelligence. ACM Trans. Multim. Comput. Commun. Appl. 21(8): 224:1-224:21 (2025) - [j4]Xiaoxuan Fan, Jiaqi Sun, Xianjun Deng, Shibo He, Shenghao Liu, Lingzhi Yi, Jing Wang, Laurence Tianruo Yang:
Effective Multivariate Voice Liveness Detection System for Internet of Things Security. IEEE Trans. Netw. 33(4): 1916-1929 (2025) - [c8]Ziliang Chen, Xin Huang, Xiaoxuan Fan, Keze Wang, Yuyu Zhou, Quanlong Guan, Liang Lin:
Reproducible Vision-Language Models Meet Concepts Out of Pre-Training. CVPR 2025: 14701-14711 - [i2]Zimeng Huang, Jinxin Ke, Xiaoxuan Fan, Yufeng Yang, Yang Liu, Liu Zhonghan, Zedi Wang, Junteng Dai, Haoyi Jiang, Yuyu Zhou, Keze Wang, Ziliang Chen:
MM-OPERA: Benchmarking Open-ended Association Reasoning for Large Vision-Language Models. CoRR abs/2510.26937 (2025) - 2024
- [j3]Shuqi Qin, Shenghao Liu, Shengjie Ye, Xiaoxuan Fan, Minmin Cheng, Yuanyuan He, Xianjun Deng, Jong Hyuk Park:
A Partially Labeled Anomaly Data Detection Approach Based on Prioritized Deep Reinforcement Learning for Consumer Electronics Security. IEEE Trans. Consumer Electron. 70(4): 6452-6462 (2024) - [j2]Xiaoxuan Fan, Xianjun Deng, Yunzhi Xia, Lingzhi Yi, Laurence T. Yang, Chenlu Zhu:
Tensor-Based Confident Information Coverage Reliability of Hybrid Internet of Things. IEEE Trans. Mob. Comput. 23(3): 2171-2185 (2024) - [c7]Bochuan Song, Xiaoxuan Fan, Quanye Jia, Rui Xin, Zhi Zhang:
Structured Intention Generation with Multimodal Graph Transformers: The MMIntent-LLM Framework. IEEE Big Data 2024: 8512-8519 - [c6]Xiaoxuan Fan, Bochuan Song, Sai Zhang, Pengfei Zhang, Yuxue Yang:
Idempotence-Constrained Representation Learning: Balancing Sensitive Information Elimination and Feature Robustness. IEEE Big Data 2024: 8591-8597 - [c5]Hao Liu, Jinrui Gan, Xiaoxuan Fan, Yi Zhang, Chuanxian Luo, Jing Zhang, Guangxin Jiang, Yucheng Qian, Changwei Zhao, Huan Ma, Zhenyu Guo:
PT-Tuning: Bridging the Gap between Time Series Masked Reconstruction and Forecasting via Prompt Token Tuning. DASFAA (2) 2024: 147-162 - 2023
- [j1]Ziheng Xiao, Xianjun Deng, Hongwei Lu, Yunzhi Xia, Xiaoxuan Fan, Lingzhi Yi, Laurence T. Yang:
Tensor and Confident Information Coverage Based Reliability Evaluation for Large-Scale Intelligent Transportation Wireless Sensor Networks. IEEE Trans. Veh. Technol. 72(10): 13461-13473 (2023) - [c4]Zhenghui Wang, Xiaoxuan Fan, Zhuangzhuang Li, Fangxiang Feng, Xiaojie Wang:
Referring Image Harmonization. ICCIP 2023: 147-152 - [i1]Hao Liu, Jinrui Gan, Xiaoxuan Fan, Yi Zhang, Chuanxian Luo, Jing Zhang, Guangxin Jiang, Yucheng Qian, Changwei Zhao, Huan Ma, Zhenyu Guo:
PT-Tuning: Bridging the Gap between Time Series Masked Reconstruction and Forecasting via Prompt Token Tuning. CoRR abs/2311.03768 (2023) - 2022
- [c3]Chen Li, Xiaoxuan Fan, Hongyu Zhu, Wei Song:
Discriminative information learning with Feature Erasing for Video-Based Person Re-Identification. CSAI 2022: 136-141 - [c2]Xiaoxuan Fan, Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Tensor Network-Based Entropy Coding For Learned Image Compression. PCS 2022: 235-239 - [c1]Siyu Sun, Xiaoxuan Fan, Yunzhi Xia, Chenlu Zhu, Shenghao Liu, Lingzhi Yi:
Coverage Reliability of IoT Intrusion Detection System based on Attack-Defense Game Design. TrustCom 2022: 74-82
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