Author

Siqiao Xue

Observed name: Xue, Siqiao

Institution: Ant Group (China)

Observed institutions: Simon Fraser University, Ant Group (China), Alibaba DAMO Academy (China), Alibaba Group (China), University of Virginia, Monash University, Zhejiang University

ORCID: 0000-0002-0291-6536

Observed ORCID: 0000-0002-0291-6536

OpenAlex ID: A5086364554

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

2026 · Ming Jin, Yaxuan Kong, et al. · ACM Computing Surveys · 57

A Meta Reinforcement Learning Approach for Predictive Autoscaling in the Cloud

2022 · Siqiao Xue, Chao Qu, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 52

LLMRG: Improving Recommendations through Large Language Model Reasoning Graphs

2024 · Yan Wang, Zhixuan Chu, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 36

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

2023 · Xiaoming Shi, Siqiao Xue, et al. · neural information processing systems · 30

Enhancing Recommender Systems with Large Language Model Reasoning Graphs

2023 · Wang, Yan, Chu, Zhixuan, et al. · arXiv (Cornell University) · 18

Leveraging Large Language Models for Pre-trained Recommender Systems

2023 · Chu, Zhixuan, Hao, Hongyan, et al. · arXiv (Cornell University) · 16

EasyTPP: Towards Open Benchmarking Temporal Point Processes

2023 · Xue, Siqiao, Shi, Xiaoming, et al. · arXiv (Cornell University) · 10

Bellman Meets Hawkes: Model-Based Reinforcement Learning via Temporal Point Processes

2023 · Chao Qu, Xiaoyu Tan, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 9

HYPRO: A Hybridly Normalized Probabilistic Model for Long-Horizon Prediction of Event Sequences

2022 · Siqiao Xue, Xiaoming Shi, et al. · neural information processing systems · 9

DB-GPT: Empowering Database Interactions with Private Large Language Models

2023 · Xue, Siqiao, Jiang, Caigao, et al. · arXiv (Cornell University) · 7

Demonstration of DB-GPT: Next Generation Data Interaction System Empowered by Large Language Models

2024 · Siqiao Xue, Danrui Qi, et al. · Proceedings of the VLDB Endowment · 6

Prompt-augmented Temporal Point Process for Streaming Event Sequence

2023 · Siqiao Xue, Yan Wang, et al. · neural information processing systems · 6

WeaverBird: Empowering Financial Decision-Making with Large Language Model, Knowledge Base, and Search Engine

2023 · Xue, Siqiao, Zhou, Fan, et al. · arXiv (Cornell University) · 5

Continual Learning in Predictive Autoscaling

2023 · Hongyan Hao, Zhixuan Chu, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 4

A Graph Regularized Point Process Model For Event Propagation Sequence

2021 · Siqiao Xue, Xiaoming Shi, et al. · International Joint Conference on Neural Networks (IJCNN) · 4

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning

2024 · Huang, Yi, Cheng, Fangyin, et al. · arXiv (Cornell University) · 3

Sora Detector: A Unified Hallucination Detection for Large Text-to-Video Models

2024 · Chu, Zhixuan, Zhang, Lei, et al. · arXiv (Cornell University) · 3

CoCA: Fusing Position Embedding with Collinear Constrained Attention in Transformers for Long Context Window Extending

2024 · Shiyi Zhu, Jing Ye, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 3

Adaptive Learning on User Segmentation: Universal to Specific Representation via Bipartite Neural Interaction

2023 · Xiaoyu Tan, Yongxin Deng, et al. · Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region (SIGIR-AP) · 3

GMP-AR: Granularity Message Passing and Adaptive Reconciliation for Temporal Hierarchy Forecasting

2024 · Fan Zhou, Chen Pan, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2

Enhancing Event Sequence Modeling with Contrastive Relational Inference

2024 · Yan Wang, Zhixuan Chu, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 2

Towards Anytime Fine-tuning: Continually Pre-trained Language Models with Hypernetwork Prompts

2023 · Gangwei Jiang, Caigao Jiang, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 2

FAMMA: A Benchmark for Financial Domain Multilingual Multimodal Question Answering

2024 · Xue, Siqiao, Li, Xiaojing, et al. · arXiv (Cornell University) · 1

DB-GPT-Hub: Towards Open Benchmarking Text-to-SQL Empowered by Large Language Models

2024 · Zhou, Fan, Xue, Siqiao, et al. · arXiv (Cornell University) · 1

Deep Optimal Timing Strategies for Time Series

2023 · Pan, Chen, Zhou, Fan, et al. · arXiv (Cornell University) · 1

Works count: 40

Citation count: 291

H-index: 9

I10-index: 7