| Chronos: Learning the language of time series AF Ansari, L Stella, C Turkmen, X Zhang, P Mercado, H Shen, O Shchur, ... arXiv preprint arXiv:2403.07815, 2024 | 185 | 2024 |
| Tarnet: Task-aware reconstruction for time-series transformer RR Chowdhury, X Zhang, J Shang, RK Gupta, D Hong Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022 | 57 | 2022 |
| Large language models for time series: A survey X Zhang, RR Chowdhury, RK Gupta, J Shang arXiv preprint arXiv:2402.01801, 2024 | 53* | 2024 |
| First de-trend then attend: Rethinking attention for time-series forecasting X Zhang, X Jin, K Gopalswamy, G Gupta, Y Park, X Shi, H Wang, ... arXiv preprint arXiv:2212.08151, 2022 | 43 | 2022 |
| Primenet: Pre-training for irregular multivariate time series RR Chowdhury, J Li, X Zhang, D Hong, RK Gupta, J Shang Proceedings of the AAAI Conference on Artificial Intelligence 37 (6), 7184-7192, 2023 | 23 | 2023 |
| Async-HFL: Efficient and robust asynchronous federated learning in hierarchical IoT networks X Yu, L Cherkasova, H Vardhan, Q Zhao, E Ekaireb, X Zhang, ... Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and …, 2023 | 22 | 2023 |
| Filling conversation ellipsis for better social dialog understanding X Zhang, C Li, D Yu, S Davidson, Z Yu Proceedings of the AAAI Conference on Artificial Intelligence 34 (05), 9587-9595, 2020 | 16 | 2020 |
| Unleashing the Power of Shared Label Structures for Human Activity Recognition X Zhang, RR Chowdhury, J Zhang, D Hong, RK Gupta, J Shang Proceedings of the 32nd ACM International Conference on Information and …, 2023 | 13* | 2023 |
| Navigating Alignment for Non-identical Client Class Sets: A Label Name-Anchored Federated Learning Framework J Zhang, X Zhang, X Zhang, D Hong, RK Gupta, J Shang 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023 | 11* | 2023 |
| Neural embeddings for nearest neighbor search under edit distance X Zhang, Y Yuan, P Indyk | 10 | 2019 |
| ESC-GAN: Extending spatial coverage of physical sensors X Zhang, RR Chowdhury, J Shang, R Gupta, D Hong Proceedings of the fifteenth ACM international conference on web search and …, 2022 | 9 | 2022 |
| Towards Diverse and Coherent Augmentation for Time-Series Forecasting X Zhang, RR Chowdhury, J Shang, R Gupta, D Hong ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 6 | 2023 |
| Physics-Informed Data Denoising for Real-Life Sensing Systems X Zhang, X Fu, D Teng, C Dong, K Vijayakumar, J Zhang, RR Chowdhury, ... Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems, 2023 | 4* | 2023 |
| Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization L Masserano, AF Ansari, B Han, X Zhang, C Faloutsos, MW Mahoney, ... arXiv preprint arXiv:2412.05244, 2024 | | 2024 |
| A Real Time Question Answering System for Multimodal Sensors using LLMs X Yu, L Hu, B Reichman, R Chandrupatla, D Chu, X Zhang, L Heck, ... Proceedings of the 22nd ACM Conference on Embedded Networked Sensor Systems …, 2024 | | 2024 |
| UniMTS: Unified Pre-training for Motion Time Series X Zhang, D Teng, RR Chowdhury, S Li, D Hong, RK Gupta, J Shang arXiv preprint arXiv:2410.19818, 2024 | | 2024 |
| Unifying Physics and Semantics for Robust Sensor Time Series Analysis X Zhang University of California, San Diego, 2024 | | 2024 |
Jingbo ShangAssociate Professor, UC San DiegoVerified email at ucsd.edu