| 2026 | IUI | Explainable AI for Dementia Detection Using EEG Microstates. | Quoc-Toan Nguyen, Linh Le, David Williams-King, Quang-Hieu Tang, Nghia Duong-Trung |
| 2025 | ACL | Transforming Brainwaves into Language: EEG Microstates Meet Text Embedding Models for Dementia Detection. | Quoc-Toan Nguyen, Linh Le, Xuan-The Tran, Dorothy Bai, Nghia Duong-Trung, Thomas Do, Chin-Teng Lin |
| 2025 | ETRA | Time-Series Grid Encoding of Eye-Tracking Data for Explainable AI in Dyslexia Detection. | Linh Le, Quoc Toan Nguyen, Nghia Duong-Trung, David Williams-King |
| 2025 | ETRA | Learning Disorder Detection Using Eye Tracking: Are Large Language Models Better Than Machine Learning? | Quoc-Toan Nguyen, Hy Nguyen, Quang-Hieu Tang, Tien Truong, Van-Tuan Pham, Linh Le, David Williams-King |
| 2025 | ICMLA | Privacy-Preserving Model Compression: Adaptive Pruning for Federated Split Learning of LLMs. | Dinesh Chowdary Attota, Linh Le, Ying Xie |
| 2025 | IJCNN | Dynamic Knowledge Elicitation: Leveraging Student Feedback for Improved Language Model Distillation. | Reuven Muller, Ying Xie, Linh Le, Shaoen Wu |
| 2024 | AAAI | CoLAL: Co-learning Active Learning for Text Classification. | Linh Le, Genghong Zhao, Xia Zhang, Guido Zuccon, Gianluca Demartini |
| 2024 | HIC | FairAD-XAI: Evaluation Framework for Explainable AI Methods in Alzheimer's Disease Detection with Fairness-in-the-loop. | Quoc-Toan Nguyen, Linh Le, Xuan-The Tran, Thomas Do, Chin-Teng Lin |
| 2024 | ICMLA | Target Permutation for Feature Significance and Applications in Neural Networks. | Sanad Biswas, Nina Grundlingh, Jonathan Boardman, Joseph White, Linh Le |
| 2022 | AMIA | Leveraging Semantic Type Dependencies for Medical Named Entity Recognition. | Linh Le, Guido Zuccon, Genghong Zhao, Gianluca Demartini, Xia Zhang |
| 2022 | MOBICOM | 5G network slicing and drone-assisted applications: a deep reinforcement learning approach. | Linh Le, Tu N. Nguyen, Kun Suo, Jing (Selena) He |
| 2021 | SIGITE | Retrieving and Classifying LinkedIn Job Titles for Alumni Career Analysis. | Lei Li, Svetlana Peltsverger, Jack Zheng, Linh Le, Michael Steven Handlin |
| 2021 | SOSP | RAS: Continuously Optimized Region-Wide Datacenter Resource Allocation. | Andrew Newell, Dimitrios Skarlatos, Jingyuan Fan, Pavan Kumar, Maxim Khutornenko, Mayank Pundir, Yirui Zhang, Mingjun Zhang, Yuanlai Liu, Linh Le, Brendon Daugherty, Apurva Samudra, Prashasti Baid, James Kneeland, Igor Kabiljo, Dmitry Shchukin, Andre Rodrigues, Scott Michelson, Ben Christensen, Kaushik Veeraraghavan, Chunqiang Tang |
| 2020 | HCI | Federated Artificial Intelligence for Unified Credit Assessment. | Minh-Duc Hoang, Linh Le, Anh-Tuan Nguyen, Trang Le, Hoang D. Nguyen |
| 2019 | NCA | Link Prediction Based Minimum Cost and Balanced Partition of Large Online Social Networks. | Romas James Hada, Miao Jin, Ying Xie, Linh Le |
| 2017 | IJCNN | Unsupervised deep kernel for high dimensional data. | Ying Xie, Linh Le, Jie Hao |