Xiaoming Shi

Understanding and detecting real-world performance bugs

Guoliang Jin, Linhai Song, Xiaoming Shi et al. · 2012 · 303 citations

Software Maintenance, Engineering, Single Threaded Performance +21

A Spatial–Temporal Attention Approach for Traffic Prediction

Xiaoming Shi, Heng Qi, Yanming Shen et al. · IEEE Transactions on Intelligent Transportation Systems · 2020 · 185 citations

Convolutional Neural Network, Engineering, Machine Learning +20

Time-LLM: Time Series Forecasting by Reprogramming Large Language Models

Ming Jin, Shiyu Wang, Lintao Ma et al. · arXiv (Cornell University) · 2023 · 125 citations · Full text

Structured Prediction, Engineering, Machine Learning +19

TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting

Shiyu Wang, Haixu Wu, Xiaoming Shi et al. · arXiv (Cornell University) · 2024 · 84 citations · Full text

Meteorology, Forecasting Methodology, Probabilistic Forecasting +14

A Meta Reinforcement Learning Approach for Predictive Autoscaling in the Cloud

Siqiao Xue, Chao Qu, Xiaoming Shi et al. · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 2022 · 37 citations · Full text