Siqiao Xue

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 · 40 citations · Full text

Computing, Cloud Computing, Cloud Architecture +16

Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook

Ming Jin, Yuxuan Liang, Chaoli Zhang et al. · ACM Computing Surveys · 2026 · 35 citations · Full text

Computing, Computer Science, Data Mining +14

LLMRG: Improving Recommendations through Large Language Model Reasoning Graphs

Yan Wang, Zhixuan Chu, Xin Ouyang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2024 · 27 citations · Full text

Computing, Computer Science, Knowledge Representation +16

Enhancing Recommender Systems with Large Language Model Reasoning Graphs

Yan Wang, Zhixuan Chu, Xin Ouyang et al. · arXiv (Cornell University) · 2023 · 13 citations · Full text

Computing, Computer Science, Knowledge Representation +16

Language Models Can Improve Event Prediction by Few-Shot Abductive Reasoning

Xiaoming Shi, Siqiao Xue, Kangrui Wang et al. · arXiv (Cornell University) · 2023 · 12 citations · Full text

Computing, Computer Science, Artificial Intelligence +16