Tianyu Fan's Projects
arXiv LaTeX Cleaner: Easily clean the LaTeX code of your paper to submit to arXiv
Awesome Papers About Performing Prompting On Graphs
Awesome Graph Self-Supervised Learning
Awesome Incremental Learning
A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey".
Papers about large graph models.
A professionally curated list of awesome resources (paper, code, data, etc.) on Self-Supervised Learning for Time Series (SSL4TS).
This repository contains a list of papers on spatio-temporal graph, especially about GNNs on S-T graph.
北京浮生记 GPT
Use ChatGPT to summarize the arXiv papers. 全流程加速科研,利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复
A Deep Learning Toolkit for DTI, Drug Property, PPI, DDI, Protein Function Prediction (Bioinformatics)
This is the repository for the collection of Graph Neural Network for Traffic Forecasting.
Graph based retrieval + GenAI = Better RAG in production
Extrapolating knowledge graphs from unstructured text using GPT-3 🕵️♂️
Using GPT to organize and access information, and generate questions. Long term goal is to make an agent-like research assistant.
Graph Transformers for Large Graphs
To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.
Official Code of "STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases" (arxiv preprint 2024)
Top paper collection for stock price prediction, quantitative trading. Covering top conferences and journals like KDD, TKDE, CIKM, AAAI, IJCAI, ACL, EMNLP.
"UrbanGPT: Spatio-Temporal Large Language Models"
utilities for decoding deep representations (like sentence embeddings) back to text
Code for ICLR'24 Paper "Decoupling Weighing and Selecting for Integrating Multiple Graph Pre-training Tasks"