Siqiao Xue

Orcid: 0000-0002-0291-6536

According to our database¹, Siqiao Xue authored at least 34 papers between 2021 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

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On csauthors.net:

Bibliography

2024

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

[BibT_eX]

[DOI]

Proc. VLDB Endow., August, 2024

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

[BibT_eX]

[DOI]

CoRR, 2024

FAMMA: A Benchmark for Financial Domain Multilingual Multimodal Question Answering.

[BibT_eX]

[DOI]

CoRR, 2024

Interpretable Catastrophic Forgetting of Large Language Model Fine-tuning via Instruction Vector.

[BibT_eX]

[DOI]

CoRR, 2024

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

[BibT_eX]

[DOI]

CoRR, 2024

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

[BibT_eX]

[DOI]

CoRR, 2024

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

[BibT_eX]

[DOI]

CoRR, 2024

EasyTPP: Towards Open Benchmarking Temporal Point Processes.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Enhancing Event Sequence Modeling with Contrastive Relational Inference.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

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

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

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

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

LLMRG: Improving Recommendations through Large Language Model Reasoning Graphs.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

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

[BibT_eX]

[DOI]

CoRR, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

Deep Optimal Timing Strategies for Time Series.

[BibT_eX]

[DOI]

CoRR, 2023

Prompt-augmented Temporal Point Process for Streaming Event Sequence.

[BibT_eX]

[DOI]

CoRR, 2023

Leveraging Large Language Models for Pre-trained Recommender Systems.

[BibT_eX]

[DOI]

CoRR, 2023

Enhancing Recommender Systems with Large Language Model Reasoning Graphs.

[BibT_eX]

[DOI]

CoRR, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

Continual Learning in Predictive Autoscaling.

[BibT_eX]

[DOI]

CoRR, 2023

EasyTPP: Towards Open Benchmarking the Temporal Point Processes.

[BibT_eX]

[DOI]

CoRR, 2023

Automatic Deduction Path Learning via Reinforcement Learning with Environmental Correction.

[BibT_eX]

[DOI]

CoRR, 2023

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

[BibT_eX]

[DOI]

Proceedings of the Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, 2023

Prompt-augmented Temporal Point Process for Streaming Event Sequence.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

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

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Enhancing Asynchronous Time Series Forecasting with Contrastive Relational Inference.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2023

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

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Continual Learning in Predictive Autoscaling.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

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

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Learning Large-scale Universal User Representation with Sparse Mixture of Experts.

[BibT_eX]

[DOI]

CoRR, 2022

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

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

A Meta Reinforcement Learning Approach for Predictive Autoscaling in the Cloud.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021

A Graph Regularized Point Process Model For Event Propagation Sequence.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

Siqiao Xue

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