| A comprehensive survey on pretrained foundation models: A history from bert to chatgpt C Zhou, Q Li, C Li, J Yu, Y Liu, G Wang, K Zhang, C Ji, Q Yan, L He, ... International Journal of Machine Learning and Cybernetics, 1-65, 2024 | 601 | 2024 |
| Adversarial attack and defense on graph data: A survey L Sun, Y Dou, C Yang, K Zhang, J Wang, PS Yu, L He, B Li IEEE Transactions on Knowledge and Data Engineering (TKDE), 2018 | 371* | 2018 |
| Review of Sora: background, technology, limitations, and opportunities of large vision models Y Liu, K Zhang, Y Li, Z Yan, C Gao, R Chen, Z Yuan, Y Huang, H Sun, ... arXiv preprint arXiv:2402.17177, 2024 | 220 | 2024 |
| A generalist vision–language foundation model for diverse biomedical tasks K Zhang, R Zhou, E Adhikarla, Z Yan, Y Liu, J Yu, Z Liu, X Chen, ... Nature Medicine, 1-13, 2024 | 176* | 2024 |
| Communication aware UAV swarm surveillance based on hierarchical architecture C Xu, K Zhang, Y Jiang, S Niu, T Yang, H Song Drones 5 (2), 33, 2021 | 48 | 2021 |
| Multimodal ChatGPT for medical applications: an experimental study of GPT-4V Z Yan, K Zhang, R Zhou, L He, X Li, L Sun arXiv preprint arXiv:2310.19061, 2023 | 47 | 2023 |
| Efficient federated learning on knowledge graphs via privacy-preserving relation embedding aggregation K Zhang, Y Wang, H Wang, L Huang, C Yang, X Chen, L Sun Findings of the Association for Computational Linguistics: EMNLP 2022, 613 - 621, 2022 | 39 | 2022 |
| Evaluating large language models for radiology natural language processing Z Liu, T Zhong, Y Li, Y Zhang, Y Pan, Z Zhao, P Dong, C Cao, Y Liu, ... arXiv preprint arXiv:2307.13693, 2023 | 32 | 2023 |
| Federated variational learning for anomaly detection in multivariate time series K Zhang, Y Jiang, L Seversky, C Xu, D Liu, H Song 2021 IEEE International Performance, Computing, and Communications …, 2021 | 26 | 2021 |
| Holistic evaluation of gpt-4v for biomedical imaging Z Liu, H Jiang, T Zhong, Z Wu, C Ma, Y Li, X Yu, Y Zhang, Y Pan, P Shu, ... arXiv preprint arXiv:2312.05256, 2023 | 24 | 2023 |
| Spatial–temporal graph data mining for IoT-enabled air mobility prediction Y Jiang, S Niu, K Zhang, B Chen, C Xu, D Liu, H Song IEEE Internet of Things Journal 9 (12), 9232-9240, 2021 | 23 | 2021 |
| Fedsecurity: A benchmark for attacks and defenses in federated learning and federated llms S Han, B Buyukates, Z Hu, H Jin, W Jin, L Sun, X Wang, W Wu, C Xie, ... Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024 | 19* | 2024 |
| Autonomous UAV navigation in dynamic environments with double deep Q-networks Y Yang, K Zhang, D Liu, H Song 2020 AIAA/IEEE 39th Digital Avionics Systems Conference (DASC), 1-7, 2020 | 19 | 2020 |
| Tree-based airspace capacity estimation K Zhang, Y Liu, J Wang, H Song, D Liu 2020 Integrated Communications Navigation and Surveillance Conference (ICNS …, 2020 | 16 | 2020 |
| Spatio-Temporal Data Mining for Aviation Delay Prediction K Zhang, Y Jiang, D Liu, H Song 2020 IEEE 39th International Performance Computing and Communications …, 2020 | 15 | 2020 |
| Learning to detect: a data-driven approach for network intrusion detection Z Tauscher, Y Jiang, K Zhang, J Wang, H Song 2021 IEEE International Performance, Computing, and Communications …, 2021 | 12 | 2021 |
| Backdoor attacks to pre-trained unified foundation models Z Yuan, Y Liu, K Zhang, P Zhou, L Sun arXiv preprint arXiv:2302.09360, 2023 | 11 | 2023 |
| Unleashing the Power of Multi-Task Learning: A Comprehensive Survey Spanning Traditional, Deep, and Pretrained Foundation Model Eras J Yu, Y Dai, X Liu, J Huang, Y Shen, K Zhang, R Zhou, E Adhikarla, W Ye, ... arXiv preprint arXiv:2404.18961, 2024 | 9 | 2024 |
| Biomedical sam 2: Segment anything in biomedical images and videos Z Yan, W Sun, R Zhou, Z Yuan, K Zhang, Y Li, T Liu, Q Li, X Li, L He, ... arXiv preprint arXiv:2408.03286, 2024 | 8 | 2024 |
| Learning-to-Dispatch: Reinforcement Learning Based Flight Planning under Emergency K Zhang, Y Yang, C Xu, D Liu, H Song 2021 IEEE International Intelligent Transportation Systems Conference (ITSC …, 2021 | 8 | 2021 |
Lichao "James" SunAssistant Professor of Computer Science, Lehigh UniversityAdresse e-mail validée de lehigh.edu