About

I’m currently a Ph.D. candidate in Computer Science at Florida State University. Prior that, I graduated from Sun Yat-sen University (Zhongshan University) in 2018. I worked with Prof. Zibin Zheng and Dr. Chuan Chen during my undergrad.

My primary research interests include Graph Neural Networks, Fraud Detection and Recommender Systems.

You can reach me by linmenglm96@gmail.com. Please feel free to contact me for any discussion or collaboration.
[Full CV] [Google Scholar] [LinkedIn]

I am actively looking for postdoc, applied scientist and machine learning engineer positions.

What’s New

[03/2023] I will serve as a reviewer for IEEE TNNLS.
[01/2023] One paper is accepted by DASFAA’23.
[12/2022] I will serve as a PC member for KDD’23 and a reviewer IEEE TBD.
[06/2022] One paper is accepted by TAG workshop@ICML’22.
[05/2022] I will serve as a reviewer for NeurIPS’22.
[04/2022] One paper is accepted by IJCNN’22.
[03/2022] I will join Intel AI Lab, San Diego, CA as a research intern this summer.
[12/2021] I will serve as a PC member for KDD’22.
[10/2021] I will serve as a PC member for SDM’22.
[08/2021] I will serve as a journal reviewer for IEEE Transactions on Big Data.
[09/2020] I will serve as a PC member for AAAI’21.
[05/2020] One research paper is accepted by ACM Conference on Hypertext and Social Media (HT’20).
[05/2020] I will join Futurewei’s IC-Lab/AI group as a summer intern.
[12/2019] I will attend NeurIPS in Vancouver, Canada. See you there!

Department of Computer Science, Florida State University: Ph.D, Computer Science, 2018-Present.
Department of Computer Science, Florida State University: MS, Computer Science, 2018-2021.
Department of Computer Science, Sun Yat-sen University: BE, Network Engineering, 2014-2018.

Decoupling Graph Neural Network with Contrastive Learning for Fraud Detection. Lin Meng, Yuxiang Ren, Jiawei Zhang. DASFAA ’23. [paper]
Deoscillated Graph Collaborative Filtering. Zhiwei Liu^*, Lin Meng^*, Fei Jiang, Jiawei Zhang, Philip S. Yu. ICML ’22 workshop. (^* denotes equal contribution.) [paper]
Isomorphic Neural Network for Graph Representation Learning and Classification. Lin Meng, Jiawei Zhang. NeurIPS ’19 Workshop. [paper]