| Foundation models for time series analysis: A tutorial and survey Y Liang, H Wen, Y Nie, Y Jiang, M Jin, D Song, S Pan, Q Wen Proceedings of the 30th ACM SIGKDD conference on knowledge discovery and …, 2024 | 93 | 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 |
| Applying machine learning to aviation big data for flight delay prediction Y Jiang, Y Liu, D Liu, H Song 2020 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf …, 2020 | 44 | 2020 |
| Empowering time series analysis with large language models: A survey Y Jiang, Z Pan, X Zhang, S Garg, A Schneider, Y Nevmyvaka, D Song arXiv preprint arXiv:2402.03182, 2024 | 36 | 2024 |
| IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting Z Pan, Y Jiang, S Garg, A Schneider, Y Nevmyvaka, D Song Forty-first International Conference on Machine Learning, 2024 | 30 | 2024 |
| 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 |
| 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 |
| Cross-modality transfer learning for image-text information management S Niu, Y Jiang, B Chen, J Wang, Y Liu, H Song ACM Transactions on Management Information System (TMIS) 13 (1), 1-14, 2021 | 19 | 2021 |
| 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 | 13 | 2021 |
| Adaptive RF fingerprint decomposition in micro UAV detection based on machine learning C Xu, F He, B Chen, Y Jiang, H Song ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 10 | 2021 |
| Tutorials at the web conference 2023 V Fionda, O Hartig, R Abdolazimi, S Amer-Yahia, H Chen, X Chen, P Cui, ... Companion Proceedings of the ACM Web Conference 2023, 648-658, 2023 | 7 | 2023 |
| Software Defined Radio based Security Analysis For Unmanned Aircraft Systems H Romesburg, J Wang, Y Jiang, H Wang, H Song 2021 IEEE International Performance, Computing, and Communications …, 2021 | 4 | 2021 |
| Fedskill: Privacy preserved interpretable skill learning via imitation Y Jiang, W Yu, D Song, L Wang, W Cheng, H Chen Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 3 | 2023 |
| Interpretable Skill Learning for Dynamic Treatment Regimes through Imitation Y Jiang, W Yu, D Song, W Cheng, H Chen 2023 57th Annual Conference on Information Sciences and Systems (CISS), 1-6, 2023 | 3 | 2023 |
| Learning System Dynamics without Forgetting X Zhang, D Song, Y Jiang, Y Chen, D Tao arXiv preprint arXiv:2407.00717, 2024 | 2 | 2024 |
| Structural Knowledge Informed Continual Multivariate Time Series Forecasting Z Pan, Y Jiang, D Song, S Garg, K Rasul, A Schneider, Y Nevmyvaka arXiv preprint arXiv:2402.12722, 2024 | 2 | 2024 |
| Development of a Laboratory Platform for UAV Cybersecurity Education Y Jiang, J Yuan, L Sun, H Song 2021 ASEE Virtual Annual Conference, 2021 | | 2021 |
Dongjin SongAssistant Professor, School of Computing (CSE), University of ConnecticutVerified email at uconn.edu
