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, ... arXiv preprint arXiv:2302.09419, 2023 | 367 | 2023 |
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 | 293* | 2018 |
BiomedGPT: A Unified and Generalist Biomedical Generative Pre-trained Transformer for Vision, Language, and Multimodal Tasks K Zhang, J Yu, E Adhikarla, R Zhou, Z Yan, Y Liu, Z Liu, L He, B Davison, ... arXiv preprint arXiv:2305.17100, 2023 | 60 | 2023 |
Sora: A Review on 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 | 47 | 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 | 35 | 2021 |
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 | 18 | 2021 |
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 | 17 | 2022 |
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 | 16 | 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 | 15 | 2023 |
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 | 15 | 2023 |
Tree-based airspace capacity estimation K Zhang, Y Liu, J Wang, H Song, D Liu 2020 Integrated Communications Navigation and Surveillance Conference (ICNS …, 2020 | 15 | 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 | 13 | 2020 |
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 | 11 | 2020 |
Backdoor attacks to pre-trained unified foundation models Z Yuan, Y Liu, K Zhang, P Zhou, L Sun arXiv preprint arXiv:2302.09360, 2023 | 8 | 2023 |
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 | 7 | 2023 |
Phased flight trajectory prediction with deep learning K Zhang, B Chen arXiv preprint arXiv:2203.09033, 2022 | 7 | 2022 |
Fedmlsecurity: A benchmark for attacks and defenses in federated learning and llms S Han, B Buyukates, Z Hu, H Jin, W Jin, L Sun, X Wang, C Xie, K Zhang, ... arXiv preprint arXiv:2306.04959, 2023 | 5 | 2023 |
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 | 5 | 2021 |
Machine learning-enabled adaptive air traffic recommendation system for disaster evacuation Y Yang, K Zhang, H Song, D Liu 2021 IEEE/AIAA 40th Digital Avionics Systems Conference (DASC), 1-8, 2021 | 5 | 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, ... | 4 | 2023 |