Caigao Jiang

Computer Science · Physical Sciences

4h-index34citations21works1.22yr avg
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Research Topics

Topic Modeling(5), Recommender Systems and Techniques(3), Advanced Graph Neural Networks(3), Data Mining Algorithms and Applications(2), Domain Adaptation and Few-Shot Learning(2)

Publications21 total

Unlocking the Power of Function Vectors for Characterizing and Mitigating Catastrophic Forgetting in Continual Instruction Tuning
arXiv (Cornell University)·2025Open Access
ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning
arXiv (Cornell University)·2024· 2 citedOpen Access
Demonstration of DB-GPT: Next Generation Data Interaction System Empowered by Large Language Models
Proceedings of the VLDB Endowment·2024· 4 cited
Refine Large Language Model Fine-tuning via Instruction Vector
arXiv (Cornell University)·2024Open Access
Demonstration of DB-GPT: Next Generation Data Interaction System Empowered by Large Language Models
arXiv (Cornell University)·2024Open Access
Enhancing Event Sequence Modeling with Contrastive Relational Inference
2024· 1 cited
DB-GPT: Empowering Database Interactions with Private Large Language Models
arXiv (Cornell University)·2023· 6 citedOpen Access
Enhancing Asynchronous Time Series Forecasting with Contrastive Relational Inference
2023
Continual Learning in Predictive Autoscaling
2023· 4 cited
Towards Anytime Fine-tuning: Continually Pre-trained Language Models with Hypernetwork Prompt
arXiv (Cornell University)·2023Open Access
Prompt-augmented Temporal Point Process for Streaming Event Sequence
arXiv (Cornell University)·2023· 3 citedOpen Access
Enhancing Asynchronous Time Series Forecasting with Contrastive Relational Inference
arXiv (Cornell University)·2023Open Access
WeaverBird: Empowering Financial Decision-Making with Large Language Model, Knowledge Base, and Search Engine
arXiv (Cornell University)·2023· 4 citedOpen Access
Continual Learning in Predictive Autoscaling
arXiv (Cornell University)·2023Open Access
EasyTPP: Towards Open Benchmarking Temporal Point Processes
arXiv (Cornell University)·2023· 6 citedOpen Access
Towards Anytime Fine-tuning: Continually Pre-trained Language Models with Hypernetwork Prompts
2023· 2 citedOpen Access
Learning Large-scale Universal User Representation with Sparse Mixture of Experts
arXiv (Cornell University)·2022Open Access
Unit Ball Model for Embedding Hierarchical Structures in the Complex Hyperbolic Space
arXiv (Cornell University)·2021· 1 citedOpen Access
Unit Ball Model for Hierarchical Embeddings in Complex Hyperbolic Space.
2021
Large scale WiFi indoor localization
2018
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Frequent Co-authors

Zhixuan Chu(7), James Y. Zhang(7), Gangwei Jiang(7), Siqiao Xue(7), Hongyan Hao(6), Siqiao Xue(5), Jun Zhou(5), Siqiao Xue(5), Hongjun Yang(5), James Zhang(5), Yan Wang(4), Fan Zhou(4), Faqiang Chen(4), Keting Chen(3), Zhiping Zhang(3), Ganglin Wei(3), Zhao Wang(3), Danrui Qi(3), Shaodong Liu(3), Jun Zhou(3)