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Xiang Song
ORCID
Publication Activity (10 Years)
Years Active: 2024-2024
Publications (10 Years): 10
Top Topics
Neural Network
Top Venues
CoRR
ASPLOS (3)
Proc. VLDB Endow.
KDD
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Publications
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Da Zheng
,
Xiang Song
,
Qi Zhu
,
Jian Zhang
,
Theodore Vasiloudis
,
Runjie Ma
,
Houyu Zhang
,
Zichen Wang
,
Soji Adeshina
,
Israt Nisa
,
Alejandro Mottini
,
Qingjun Cui
,
Huzefa Rangwala
,
Belinda Zeng
,
Christos Faloutsos
,
George Karypis
GraphStorm: All-in-one Graph Machine Learning Framework for Industry Applications.
KDD
(2024)
Kezhao Huang
,
Haitian Jiang
,
Minjie Wang
,
Guangxuan Xiao
,
David Wipf
,
Xiang Song
,
Quan Gan
,
Zengfeng Huang
,
Jidong Zhai
,
Zheng Zhang
FreshGNN: Reducing Memory Access via Stable Historical Embeddings for Graph Neural Network Training.
Proc. VLDB Endow.
17 (6) (2024)
Jing Zhu
,
Yuhang Zhou
,
Vassilis N. Ioannidis
,
Shengyi Qian
,
Wei Ai
,
Xiang Song
,
Danai Koutra
Pitfalls in Link Prediction with Graph Neural Networks: Understanding the Impact of Target-link Inclusion & Better Practices.
WSDM
(2024)
Meng-Chieh Lee
,
Haiyang Yu
,
Jian Zhang
,
Vassilis N. Ioannidis
,
Xiang Song
,
Soji Adeshina
,
Da Zheng
,
Christos Faloutsos
NetInfoF Framework: Measuring and Exploiting Network Usable Information.
ICLR
(2024)
Jing Zhu
,
Xiang Song
,
Vassilis N. Ioannidis
,
Danai Koutra
,
Christos Faloutsos
TouchUp-G: Improving Feature Representation through Graph-Centric Finetuning.
SIGIR
(2024)
Kun Wu
,
Mert Hidayetoglu
,
Xiang Song
,
Sitao Huang
,
Da Zheng
,
Israt Nisa
,
Wen-Mei Hwu
Hector: An Efficient Programming and Compilation Framework for Implementing Relational Graph Neural Networks in GPU Architectures.
ASPLOS (3)
(2024)
Da Zheng
,
Xiang Song
,
Qi Zhu
,
Jiani Zhang
,
Theodore Vasiloudis
,
Runjie Ma
,
Houyu Zhang
,
Zichen Wang
,
Soji Adeshina
,
Israt Nisa
,
Alejandro Mottini
,
Qingjun Cui
,
Huzefa Rangwala
,
Belinda Zeng
,
Christos Faloutsos
,
George Karypis
GraphStorm: all-in-one graph machine learning framework for industry applications.
CoRR
(2024)
Tengfei Ma
,
Xiang Song
,
Wen Tao
,
Mufei Li
,
Jiani Zhang
,
Xiaoqin Pan
,
Jianxin Lin
,
Bosheng Song
,
Xiangxiang Zeng
KGExplainer: Towards Exploring Connected Subgraph Explanations for Knowledge Graph Completion.
CoRR
(2024)
Qi Zhu
,
Da Zheng
,
Xiang Song
,
Shichang Zhang
,
Bowen Jin
,
Yizhou Sun
,
George Karypis
Parameter-Efficient Tuning Large Language Models for Graph Representation Learning.
CoRR
(2024)
Shichang Zhang
,
Da Zheng
,
Jiani Zhang
,
Qi Zhu
,
Xiang Song
,
Soji Adeshina
,
Christos Faloutsos
,
George Karypis
,
Yizhou Sun
Hierarchical Compression of Text-Rich Graphs via Large Language Models.
CoRR
(2024)