| 2026 | KSEM | FedRPI: A Federated Retrieval-Augmented Meta-learning Framework for Cost-Efficient and Privacy-Preserving Knowledge Interaction. | Xinyu Zhang, Jun Li, Jianing Wang, Rui Liu, Linlin You |
| 2026 | KSEM | LLM-Defender: Leveraging Large Language Models for Data Poisoning Protection in Federated Learning. | Xiangkai Zhou, Gengxiang Chen, Zihan Guo, Ming Cai, Linlin You |
| 2024 | ICRA | DualAT: Dual Attention Transformer for End-to-End Autonomous Driving. | Zesong Chen, Ze Yu, Jun Li, Linlin You, Xiaojun Tan |
| 2024 | QRS | Performance Profiling of Federated Learning Across Heterogeneous Mobile Devices. | Jos A. Esquivel, Bradley Aldous, Ahmed M. Abdelmoniem, Ahmad Alhilal, Linlin You |
| 2024 | WWW | Exploring Representational Similarity Analysis to Protect Federated Learning from Data Poisoning. | Gengxiang Chen, Kai Li, Ahmed M. Abdelmoniem, Linlin You |
| 2023 | Mobiquitous | FedRC: Representational Consistency Guided Model Uploading Mechanism for Asynchronous Federated Learning. | Sheng Liu, Linlin You, Yuren Zhou |
| 2023 | TrustCom | FedRSM: Representational-Similarity-Based Secured Model Uploading for Federated Learning. | Gengxiang Chen, Sheng Liu, Xu Yang, Tao Wang, Linlin You, Feng Xia |
| 2022 | ICTAI | Reinforcement Learning Based Incentive Mechanism for Federated Meta Learning: A Game-Theoretic Perspective. | Shenglv Zhang, Yuren Zhou, Haohao Qu, Yiting Zhu, Linlin You |
| 2022 | KSEM | Improving Parking Occupancy Prediction in Poor Data Conditions Through Customization and Learning to Learn. | Haohao Qu, Sheng Liu, Zihan Guo, Linlin You, Jun Li |
| 2022 | UIC | TWAFR-GRU: An Integrated Model for Real-time Charging Station Occupancy Prediction. | Qiyang Chen, Sheng Liu, Haohao Qu, Rui Zhu, Linlin You |
| 2022 | UIC | AFMeta: Asynchronous Federated Meta-learning with Temporally Weighted Aggregation. | Sheng Liu, Haohao Qu, Qiyang Chen, Weitao Jian, Rui Liu, Linlin You |
| 2021 | QRS | Knowledge Graph-based Network Analysis on the Elements of Autonomous Transportation System. | Liming Zhang, Shuo Jiang, Ke Huang, Yao Xiao, Linlin You, Ming Cai |
| 2016 | ICDM | Informed Design Platform: Interpreting "Big Data" to Adaptive Place Designs. | Linlin You, Bige Tuner |
| 2014 | WETICE | Service Level Management (SLM) in Cloud Computing - Third Party SLM Framework. | Gianmario Motta, Linlin You, Nicola Sfondrini, Daniele Sacco, Tianyi Ma |