Tianze Luo
Nanyang Technological University, Singapore.
Contact: tianze001@e.ntu.edu.sg.
![prof_pic.jpg](/assets/img/prof_pic.jpg?974957d202f671e4fa6700c04e68deae)
Ph.D Student, Computer Science
Nanyang Technological University, Singapore
I am a fourth year PhD student and luckily advised by the brilliant and kind researcher Prof. Sinno Jialin Pan. I am passionate about deep learning research in the following topics:
(1) Graph Representation Learning: Design graph representation learning methods and architectures for graph classification, edge prediction, generations, etc.
(2) Foundation Models: Stable Diffusion, GPT, they are seemingly promising to put AI with real intelligence into pratical use. I am also exploring foundation models for graph-structural data.
News
Jan 26, 2024 | One paper is accepted by the ACM Transactions on Information Systems (ACM TOIS)! |
---|---|
Jan 23, 2024 | One paper is accepted by the WebConf 2024 (WWW24)! |
Jan 16, 2024 | One paper is accepted by International Conference on Learning Representations (ICLR)! |
Dec 8, 2023 | The paper "Fast Graph Generation via Spectral Diffusion" is accepted by IEEE TPAMI (impact factor: 23.6)! ![]() |
Selected publications
- Collaborative Sequential Recommendations via Multi-view GNN-TransformersAccepted by ACM Transactions on Information Systems (ACM TOIS) , 2024