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ORCIDXiyuan Zhang 0001
Person information
- affiliation: University of California, San Diego, CA, USA
- affiliation (former): Zhejiang University, China
Other persons with the same name
- Xiyuan Zhang — disambiguation page
- Xiyuan Zhang 0002 — Baidu Inc., Beijing, China
- Xiyuan Zhang 0003 — Carnegie Mellon University, PA, USA
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2020 – today
- 2024
[b1]Xiyuan Zhang:
Unifying Physics and Semantics for Robust Sensor Time Series Analysis. University of California, San Diego, USA, 2024- [c11]Xiyuan Zhang, Ranak Roy Chowdhury, Rajesh K. Gupta, Jingbo Shang:
Large Language Models for Time Series: A Survey. IJCAI 2024: 8335-8343 - [c10]Xiaofan Yu, Lanxiang Hu, Benjamin Z. Reichman, Rushil Chandrupatla, Dylan Chu, Xiyuan Zhang, Larry Heck, Tajana Rosing:
Demo: A Real Time Question Answering System for Multimodal Sensors using LLMs. SenSys 2024: 836-837 - [i7]Xiyuan Zhang, Ranak Roy Chowdhury, Rajesh K. Gupta, Jingbo Shang:
Large Language Models for Time Series: A Survey. CoRR abs/2402.01801 (2024) - 2023
- [c9]Ranak Roy Chowdhury
, Jiacheng Li, Xiyuan Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang:
PrimeNet: Pre-training for Irregular Multivariate Time Series. AAAI 2023: 7184-7192 - [c8]Xiyuan Zhang, Ranak Roy Chowdhury, Jiayun Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang:
Unleashing the Power of Shared Label Structures for Human Activity Recognition. CIKM 2023: 3340-3350 - [c7]Xiyuan Zhang, Ranak Roy Chowdhury, Jingbo Shang, Rajesh K. Gupta, Dezhi Hong:
Towards Diverse and Coherent Augmentation for Time-Series Forecasting. ICASSP 2023: 1-5 - [c6]Xiaofan Yu, Lucy Cherkasova, Harsh Vardhan, Quanling Zhao, Emily Ekaireb, Xiyuan Zhang, Arya Mazumdar, Tajana Rosing:
Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks. IoTDI 2023: 236-248 - [c5]Jiayun Zhang, Xiyuan Zhang, Xinyang Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang:
Navigating Alignment for Non-identical Client Class Sets: A Label Name-Anchored Federated Learning Framework. KDD 2023: 3297-3308 - [c4]Xiyuan Zhang, Xiaohan Fu, Diyan Teng, Chengyu Dong, Keerthivasan Vijayakumar, Jiayun Zhang, Ranak Roy Chowdhury, Junsheng Han, Dezhi Hong, Rashmi Kulkarni, Jingbo Shang, Rajesh K. Gupta:
Physics-Informed Data Denoising for Real-Life Sensing Systems. SenSys 2023: 83-96 - [i6]Jiayun Zhang, Xiyuan Zhang, Xinyang Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang:
Federated Learning with Client-Exclusive Classes. CoRR abs/2301.00489 (2023) - [i5]Xiyuan Zhang, Ranak Roy Chowdhury, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang:
Modeling Label Semantics Improves Activity Recognition. CoRR abs/2301.03462 (2023) - [i4]Xiaofan Yu, Ludmila Cherkasova, Harsh Vardhan, Quanling Zhao, Emily Ekaireb, Xiyuan Zhang, Arya Mazumdar, Tajana Rosing:
Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks. CoRR abs/2301.06646 (2023) - [i3]Xiyuan Zhang, Ranak Roy Chowdhury, Jingbo Shang, Rajesh Gupta, Dezhi Hong:
Towards Diverse and Coherent Augmentation for Time-Series Forecasting. CoRR abs/2303.14254 (2023) - [i2]Xiyuan Zhang, Xiaohan Fu, Diyan Teng, Chengyu Dong, Keerthivasan Vijayakumar, Jiayun Zhang, Ranak Roy Chowdhury, Junsheng Han, Dezhi Hong, Rashmi Kulkarni, Jingbo Shang, Rajesh Gupta:
Physics-Informed Data Denoising for Real-Life Sensing Systems. CoRR abs/2311.06968 (2023) - 2022
- [c3]Ranak Roy Chowdhury, Xiyuan Zhang, Jingbo Shang, Rajesh K. Gupta, Dezhi Hong:
TARNet: Task-Aware Reconstruction for Time-Series Transformer. KDD 2022: 212-220 - [c2]Xiyuan Zhang, Ranak Roy Chowdhury, Jingbo Shang, Rajesh K. Gupta, Dezhi Hong:
ESC-GAN: Extending Spatial Coverage of Physical Sensors. WSDM 2022: 1347-1356 - 2020
- [c1]Xiyuan Zhang, Chengxi Li, Dian Yu, Samuel Davidson, Zhou Yu:
Filling Conversation Ellipsis for Better Social Dialog Understanding. AAAI 2020: 9587-9595
2010 – 2019
- 2019
- [i1]Xiyuan Zhang, Chengxi Li, Dian Yu, Samuel Davidson, Zhou Yu:
Filling Conversation Ellipsis for Better Social Dialog Understanding. CoRR abs/1911.10776 (2019)
Coauthor Index
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