Valter Hudovernik

Joined

June 2022

Names

Valter Hudovernik (Preferred)

Emails

****@student.uni-lj.si (Confirmed)

****@gmail.com (Confirmed)

Personal Links

DBLP

Career & Education History

MS student

University of Ljubljana (uni-lj.si)

2022 – 2025

Undergrad student

University of Ljubljana (uni-lj.si)

2016 – 2022

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

RelBench v2: A Large-Scale Benchmark and Relational Data Repository
Justin Gu, Rishabh Ranjan, Charilaos I. Kanatsoulis, Haiming Tang, Martin Jurkovič, Valter Hudovernik, Mark Znidar, Pranshu Chaturvedi, Parth Shroff, Fengyu Li, Jure Leskovec
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
PluRel: Synthetic Data unlocks Scaling Laws for Relational Foundation Models
Vignesh Kothapalli, Rishabh Ranjan, Valter Hudovernik, Vijay Prakash Dwivedi, Johannes Hoffart, Carlos Guestrin, Jure Leskovec
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
Relational Transformer: Toward Zero-Shot Foundation Models for Relational Data
Rishabh Ranjan, Valter Hudovernik, Mark Znidar, Charilaos I. Kanatsoulis, Roshan Reddy Upendra, Mahmoud Mohammadi, Joe Meyer, Tom Palczewski, Carlos Guestrin, Jure Leskovec
- AITD@EurIPS 2025 Poster
- Readers: Everyone
SyntheRela: A Benchmark For Synthetic Relational Database Generation
Valter Hudovernik, Martin Jurkovic, Erik Štrumbelj
- Accepted by TMLR
- Readers: Everyone
RelDiff: Relational Data Generative Modeling with Graph-Based Diffusion Models
Valter Hudovernik, Minkai Xu, Juntong Shi, Martin Jurkovic, Lovro Šubelj, Stefano Ermon, Erik Štrumbelj, Jure Leskovec
- Submitted to ICLR 2026
- Readers: Everyone
Relational Transformer: Toward Zero-Shot Foundation Models for Relational Data
Rishabh Ranjan, Valter Hudovernik, Mark Znidar, Charilaos I. Kanatsoulis, Roshan Reddy Upendra, Mahmoud Mohammadi, Joe Meyer, Tom Palczewski, Carlos Guestrin, Jure Leskovec
- ICLR 2026 Poster
- Readers: Everyone
SyntheRela: A Benchmark For Synthetic Relational Database Generation
Martin Jurkovic, Valter Hudovernik, Erik Štrumbelj
- ICLR 2025 Workshop SynthData
- Readers: Everyone
Benchmarking the Fidelity and Utility of Synthetic Relational Data
Valter Hudovernik, Martin Jurkovič, Erik Strumbelj
- Submitted to ICLR 2025
- Readers: Everyone
Relational Data Generation with Graph Neural Networks and Latent Diffusion Models
Valter Hudovernik
- TRL @ NeurIPS 2024 Poster
- Readers: Everyone
Benchmarking the Fidelity and Utility of Synthetic Relational Data
Valter Hudovernik, Martin Jurkovic, Erik Strumbelj
- CoRR 2024
- Readers: Everyone

View all 11 publications

Co-Authors

View all 26 co-authors