Shiyang Li
Contact:
shiyangli AT ucsb DOT edu
About Me
Hello, I am a first year Ph.D. student at the Department of Computer Science, University of California, Santa Barbara, fortunately advised by Prof. Xifeng Yan.
I obtained my B.Eng. degree with honors from the Department of Computer Science and Technology, Honors School of Harbin Institute of Technology (HIT), Harbin, China.
I am interested in time series modeling and natural language understanding.
Publications
- Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting
Shiyang Li, Xiaoyong Jin, Yao Xuan, Xiyou Zhou, Wenhu Chen, Yu-Xiang Wang and Xifeng Yan [paper]
Advances in Neural Information Processing Systems (NeurIPS), 2019
- HierCon: Hierarchical Organization of Technical Documents based on Concepts
Keqian Li, Shiyang Li, Semih Yavuz, Hanwen Zha, Yu Su, and Xifeng Yan
IEEE International Conference on Data Mining (ICDM), 2019 (acceptance rate: 9.08%)
- Towards Understanding Acceleration Tradeoff between Momentum and Asynchrony in Distributed Nonconvex Stochastic Optimization
Tianyi Liu, Shiyang Li, Jianping Shi, Enlu Zhou and Tuo Zhao [paper]
Advances in Neural Information Processing Systems (NeurIPS), 2018
Preprints and Workshops
- TabFact: A Large-scale Dataset for Table-based Fact Verification Wenhu Chen, Hongmin Wang, Jianshu Chen, Yunkai Zhang, Hong Wang, Shiyang Li, Xiyou Zhou and William Yang Wang
[paper] [website] [code and data]
- Multi-step Deep Autoregressive Forecasting with Latent States
Xiaoyong Jin, Shiyang Li, Yunkai Zhang and Xifeng Yan [paper]
ICML 2019 Workshop on Time Series
Work Experience
Honors and Awards
- NeurIPS Travel Award 2018
- Outstanding Scholar Fellowship, Department of CS at UCSB 2018
- Academic Excellence Fellowship, Department of CS at UCSB 2018