Stathi Fotiadis

Researcher, ByteDance Inc.

Joined

February 2020

Names

Stathi Fotiadis (Preferred)

Emails

****@imperial.ac.uk (Confirmed)

****@gmail.com (Confirmed)

****@bytedance.com (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Researcher

ByteDance Inc. (bytedance.com)

2024 – Present

Intern

NVIDIA (nvidia.com)

2024 – 2024

Intern

MediaTek Research (mediatek.com)

2022 – 2024

PhD student

Imperial College London (imperial.ac.uk)

2019 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Anil A. Bharath

2019 – 2024

Expertise

Generative Modelling

2020 – Present

Deep Learning in Dynamical Systems

2019 – Present

Publications

Adaptive Flow Matching for Resolving Small-Scale Physics
Stathi Fotiadis, Noah D Brenowitz, Tomas Geffner, Yair Cohen, Michael Pritchard, Arash Vahdat, Morteza Mardani
- ICML 2025 poster
- Readers: Everyone
Stochastic Flow Matching for Resolving Small-Scale Physics
Stathi Fotiadis, Noah D Brenowitz, Tomas Geffner, Yair Cohen, Michael Pritchard, Arash Vahdat, Morteza Mardani
- Submitted to ICLR 2025
- Readers: Everyone
Score Normalization for a Faster Diffusion Exponential Integrator Sampler (DEIS)
Guoxuan Xia, Duolikun Danier, Ayan Das, Stathi Fotiadis, Farhang Nabiei, Ushnish Sengupta, Alberto Bernacchia
- NeurIPS 2023 Diffusion Model Workshop
- Readers: Everyone
Image generation with shortest path diffusion
Ayan Das, Stathi Fotiadis, Anil Batra, Farhang Nabiei, FengTing Liao, Sattar Vakili, Da-shan Shiu, Alberto Bernacchia
- ICML 2023 Poster
- Readers: Everyone
Disentangled Generative Models for Robust Prediction of System Dynamics
Stathi Fotiadis, Mario Lino Valencia, Shunlong Hu, Stef Garasto, Chris D Cantwell, Anil Anthony Bharath
- ICML 2023 Poster
- Readers: Everyone
Fisher-Legendre (FishLeg) optimization of deep neural networks
Jezabel R Garcia, Federica Freddi, Stathi Fotiadis, Maolin Li, Sattar Vakili, Alberto Bernacchia, Guillaume Hennequin
- Published: 01 Feb 2023, Last Modified: 28 Feb 2023
- ICLR 2023 notable top 25%
- Readers: Everyone
REMuS-GNN: A Rotation-Equivariant Model for Simulating Continuum Dynamics
Mario Lino Valencia, Stathi Fotiadis, Anil Anthony Bharath, Chris D Cantwell
- Published: 25 Mar 2022, Last Modified: 05 May 2023
- GTRL 2022 Poster
- Readers: Everyone
Disentangled generative models for robust dynamical system prediction
Stathi Fotiadis, Shunlong Hu, Mario Lino Valencia, Chris D Cantwell, Anil Anthony Bharath
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Fully Convolutional Approach for Simulating Wave Dynamics
Mario Lino Valencia, Chris D Cantwell, Eduardo Pignatelli, Stathi Fotiadis, Anil Anthony Bharath
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone

Co-Authors

View all 26 co-authors