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Name: Yifan Song

Type: User

Company: Southeast University

Location: Nanjing, Jiangsu

Yifan Song's Projects

SummerWork

The most popular HTML, CSS, and JavaScript framework for developing responsive, mobile first projects on the web.

Pytorch Implementation of Graph Convolutional Kernel Networks

[NeurIPS 2020] "Graph Contrastive Learning with Augmentations" by Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang Shen

MGFN: Multi-Graph Fusion Networks for Urban Region Embedding (MGFN, https://fanxlxmu.github.io/publication/ijcai22/) was accepted by IJCAI-2022.

IJCAI 2020 code for paper Multi-View Joint Graph Representation Learning for Urban Region Embedding. (to be updated)

All in One: Multi-task Prompting for Graph Neural Networks, KDD 2023.

This is a simple implementation of how to leverage a Language Model for a prompt-based learning model

Code for the paper "PromptEM: Prompt-tuning for Low-resource Generalized Entity Matching". VLDB 2023.

Urban Region Representation Learning with OpenStreetMap Building Footprints

TKDE 2022

KDD 2023 KG-GAN Cellular Traffic Generation

Urban2Vec: Incorporating Street View Imagery and POIs for Multi-Modal Urban Neighborhood Embedding

Knowledge-infused Contrastive Learning for Urban Imagery-based Socioeconomic Prediction

UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction