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Tianyu Fan's Projects

chatpaper icon chatpaper

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

deeppurpose icon deeppurpose

A Deep Learning Toolkit for DTI, Drug Property, PPI, DDI, Protein Function Prediction (Bioinformatics)

gnn4traffic icon gnn4traffic

This is the repository for the collection of Graph Neural Network for Traffic Forecasting.

graph-rag icon graph-rag

Graph based retrieval + GenAI = Better RAG in production

graphgpt icon graphgpt

Extrapolating knowledge graphs from unstructured text using GPT-3 🕵️‍♂️

knowledge-graph-from-gpt icon knowledge-graph-from-gpt

Using GPT to organize and access information, and generate questions. Long term goal is to make an agent-like research assistant.

largegt icon largegt

Graph Transformers for Large Graphs

llmlingua icon llmlingua

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.

stark icon stark

Official Code of "STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases" (arxiv preprint 2024)

stock-top-papers icon stock-top-papers

Top paper collection for stock price prediction, quantitative trading. Covering top conferences and journals like KDD, TKDE, CIKM, AAAI, IJCAI, ACL, EMNLP.

urbangpt icon urbangpt

"UrbanGPT: Spatio-Temporal Large Language Models"

vec2text icon vec2text

utilities for decoding deep representations (like sentence embeddings) back to text

was icon was

Code for ICLR'24 Paper "Decoupling Weighing and Selecting for Integrating Multiple Graph Pre-training Tasks"

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