6/2022
Yu’s paper Distance-wise Prototypical Graph Neural Network for Imbalanced Node Classification is accepted to MLG Workshop at KDD’22
6/2022
Yuying’s first paper Inferring EHR Utilization Workflows through Audit Logs in NDS Lab is accepted to AMIA’22!
5/2022
Yu’s first-author paper Fair View Graph Neural Network for Fair Node Representation Learning is accepted to KDD’22!
5/2022
3 papers accepted to KDD’22!
5/2022
Our research was highlighted in VU Provost C. Cybele Raver’s keynote at The Vanderbilt Summit on Modern Conflict
4/2021
CFP: Our workshop Graph Techniques for Adversarial Activity Analytics (GTA3) is accepted to IEEE BigData’22!
5/2022
Yu awarded Vanderbilt’s C. F. Chen Best Paper Award in Computer Science for his paper Tree Decomposed Graph Neural Network!
4/2021
CFP: Our workshop Machine Learning on Graphs (MLoG) is accepted to IEEE ICDM’22!
3/2021
Yi receives the Dean’s Graduate Fellowship Award and will join NDS Lab as a new PhD in Fall 2022!
1/2022
Yuying and Yu receive Student Travel Awards to present at SDM’22!
3/2022
Lance receives Nvidia Academic Hardware Grant for his project on Interpretable 3D Graph Neural Networks for Drug Discovery!
3/2022
Yu accepts his offer to join The Home Depot’s Data Science group as a research intern for Summer’22!
3/2022
Tyler receives Outstanding PC Member Award at WSDM’22! (Credit to NDS subreviewers Yu, Yuying, Lance, Zhaoqing)
3/2021
Yuying is accepted to present her work Bridging the Gap between Fairness and Explainability at SDM’22 Doctoral Forum!
3/2021
Yu is accepted to present his work on Overcoming Data Quality Issues for Graph Neural Networks at SDM’22 Doctoral Forum!
3/2022
Our book chapter Graph Neural Networks: Self-supervised Learning is published in the new edited Springer book Graph Neural Networks: Foundations, Frontiers, and Applications!
2/2022
Our open-source library ChemicalX: A Deep Learning Library for Drug Pair Scoring is released in collaboration with AstraZeneca and Harvard Medical School (and accepted at KDD’22)!
1/2022
Yu is accepted to present his work on Fair Graph Representation Learning with Imbalanced and Biased Data at WSDM’22 Doctoral Consortium!
1/2022
Yu receives NSF Student Travel Award to present at WSDM’22!
1/2022
Yu passes his Preliminary Exam!
12/2021
Lance passes his Qualifying Exam!
12/2021
CFP: Machine Learning on Complex Graphs with Tyler as Topic Editor for Frontiers in Big Data
12/2021
Our preprint Imbalanced Graph Classification via Graph-of-Graph Neural Networks is now online!
11/2021
CFP: Our workshop Machine Learning on Graphs (MLoG) is accepted to ACM WSDM’22!
10/2021
Our preprint Distance-wise Prototypical Graph Neural Network for Imbalanced Node Classification is now online!
9/2021
Our survey preprint Graph Neural Networks: Self-supervised Learning is now online!
8/2021
Welcome new BS members!</b>
Ao and Emily join NDS Lab
7/2021
Yu’s first paper Tree Decomposed Graph Neural Network in NDS Lab is accepted to ACM CIKM’21!
7/2021
3 papers accepted to ACM CIKM’21!
7/2021
1 paper accepted to ACM Hypertext’21!
7/2021
Kayla receives NISE Fellowship through the Frist Center!
6/2021
Tyler receives Best Reviewer Award at ICWSM’21!
5/2021
Kayla and Yuying receive ICWSM Scholarships to participate in ICWSM’21!
5/2021
1 paper accepted to KDD’21!
4/2021
Zhaoqing receives the Dean’s Graduate Fellowship Award and will join NDS Lab as a new PhD in Spring 2022!
4/2021
Yuying receives the IBM Fellowship Award and will join NDS Lab as a new PhD in Fall 2021!
4/2021
Yu receives a Student Travel Award and Tyler receives Early Career Travel Award to attend SDM’21 supported by NSF!
4/2021
Welcome new BS member!
Sam joins NDS Lab
4/2021
Chet and Ben receive DSI-SRP fellowship for summer 2021!
3/2021
Trevor receives VUSRP fellowship for summer 2021!
3/2021
Yu accepted to present his work at SDM’21 Doctoral Forum!
2/2021
Tyler receives Teaching Innovation Award from the School of Engineering at VU!
2/2021
Welcome new MS member!
Kayla joins NDS Lab
2/2021
Welcome new BS member!
Chet joins NDS Lab
2/2021
Tutorial on GNNs given at AAAI’21!
1/2021
Yu awarded free registration and volunteer position at IJCAI’20!
1/2021
Welcome new PhD member!
Yu join NDS Lab
12/2020
1 paper accepted to AAAI’21!
12/2020
Welcome new BS members!
Ben, Jack, and Trevor join NDS Lab
12/2020
Welcome new MS member!
Cole joins NDS Lab
10/2020
1 paper accepted to WSDM’21!
10/2020
1 paper accepted to ICDE’21!
8/2020
Tyler gave an invited keynote at DLG-KDD’20 / MLG’20!
8/2020
Tutorial on GNNs given at KDD’20!
8/2020
1 paper accepted to IEEE TALE’20!
8/2020
1 paper accepted to ICDM’20!
8/2020
Tyler joins VU and establishes NDS Lab!