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 · 37 citations · Full text

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

Ming Jin, Qingsong Wen, Yuxuan Liang et al. · arXiv (Cornell University) · 2023 · 35 citations · Full text

Engineering, Machine Learning, Common Temporal Data +20

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 · 19 citations · Full text

Natural Language Processing, Artificial Intelligence, Graph Reasoning +14

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

Natural Language Processing, Artificial Intelligence, Graph Reasoning +15

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

Artificial Intelligence, Few-shot Learning, Structured Prediction +19