LOG 2025 NeurIPS Fast Track Submissions

Position: Beyond Euclidean – Foundation Models Should Embrace Non-Euclidean Geometries
Neil He, Jiahong Liu, Buze Zhang, Ngoc Bui, Ali Maatouk, Irwin King, Menglin Yang, Melanie Weber, Rex Ying
- Published: 23 Oct 2025, Last Modified: 23 Oct 2025
- LOG 2025 Conference - NeurIPS Fast Track Oral
- Readers: Everyone
2DNMRGym: An Annotated Experimental Dataset for Atom-Level Molecular Representation Learning in 2D NMR via Surrogate Supervision
Yunrui Li, Hao Xu, Pengyu Hong
- Published: 23 Oct 2025, Last Modified: 23 Oct 2025
- LOG 2025 Conference - NeurIPS Fast Track Poster
- Readers: Everyone
GL Equivariant Metanetworks for Learning on Low Rank Weight Spaces
Theo Putterman, Derek Lim, Yoav Gelberg, Michael M. Bronstein, Stefanie Jegelka, Haggai Maron
- Published: 23 Oct 2025, Last Modified: 03 Nov 2025
- LOG 2025 Conference - NeurIPS Fast Track Oral
- Readers: Everyone
Integrating Sequential and Relational Modeling for User Events: Datasets and Prediction Tasks
Rizal Fathony, Igor Melnyk, Owen Reinert, Nam H Nguyen, Daniele Rosa, C. Bayan Bruss
- Published: 23 Oct 2025, Last Modified: 02 Nov 2025
- LOG 2025 Conference - NeurIPS Fast Track Poster
- Readers: Everyone
Weak Models Can be Good Teachers: A Case Study on Link Prediction with MLPs
Zongyue Qin, Shichang Zhang, Mingxuan Ju, Tong Zhao, Neil Shah, Yizhou Sun
- Published: 23 Oct 2025, Last Modified: 30 Oct 2025
- LOG 2025 Conference - NeurIPS Fast Track Poster
- Readers: Everyone