Soheila Molaei

Postdoc, Eng science, University of Oxford

Joined

January 2023

Names

Soheila Molaei (Preferred)

Emails

****@eng.ox.ac.uk (Confirmed)

****@bdi.ox.ac.uk

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Postdoc

Eng science, University of Oxford (ox.ac.uk)

2022 – 2026

Advisors, Relations & Conflicts

Postdoc Advisor

David A. Clifton

2022 – Present

PhD Advisor

Hadi Zare

2018 – 2021

Expertise

Graph neural networks

Present

Representation Learning

Present

Publications

Aggregation on Learnable Manifolds for Asynchronous Federated Optimisation
Archie Licudi, Anshul Thakur, Soheila Molaei, Danielle Belgrave, David A. Clifton
- AISTATS 2026 Poster
- Readers: Everyone
Geometric Uncertainty for Detecting and Correcting Hallucinations in LLMs
Edward Phillips, Sean Wu, Soheila Molaei, Danielle Belgrave, Anshul Thakur, David A. Clifton
- Submitted to ICLR 2026
- Readers: Everyone
Leveraging shared feature representation in cross-domain alignment of decision thresholds for electronic health records data.
Elena Gal, Anshul Thakur, Soheila Molaei, Andrew Soltan, David A. Clifton
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Information Transfer Across Clinical Tasks via Adaptive Parameter Optimisation
Anshul Thakur, Elena Gal, Soheila Molaei, Xiao Gu, Patrick Schwab, Danielle Belgrave, Kim Branson, David A. Clifton
- AISTATS 2025 Oral
- Readers: Everyone
Optimising Clinical Federated Learning through Mode Connectivity-based Model Aggregation
Anshul Thakur, Soheila Molaei, Patrick Schwab, Danielle Belgrave, Kim Branson, David A. Clifton
- AISTATS 2025 Poster
- Readers: Everyone
GNNEvaluator: Evaluating GNN Performance On Unseen Graphs Without Labels
Xin Zheng, Miao Zhang, Chunyang Chen, Soheila Molaei, Chuan Zhou, Shirui Pan
- NeurIPS 2023 poster
- Readers: Everyone
Learning Graph Representations With Maximal Cliques
Soheila Molaei, Nima Ghanbari Bousejin, Hadi Zare, Mahdi Jalili, Shirui Pan
- Published: 01 Jan 2023, Last Modified: 15 May 2023
- IEEE Trans. Neural Networks Learn. Syst. 2023
- Readers: Everyone
Graph representation learning based on deep generative gaussian mixture models
Ghazaleh Niknam, Soheila Molaei, Hadi Zare, David Clifton, Shirui Pan
- Published: 01 Jan 2023, Last Modified: 15 May 2023
- Neurocomputing 2023
- Readers: Everyone
Adversarial De-confounding in Individualised Treatment Effects Estimation
Vinod Kumar Chauhan, Soheila Molaei, Marzia Hoque Tania, Anshul Thakur, Tingting Zhu, David A. Clifton
- 2022 (modified: 03 Apr 2023)
- CoRR 2022
- Readers: Everyone
GCNFusion: An efficient graph convolutional network based model for information diffusion
Bahareh Fatemi, Soheila Molaei, Shirui Pan, Samira Abbasgholizadeh Rahimi
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- Expert Syst. Appl. 2022
- Readers: Everyone

View all 17 publications

Co-Authors

View all 33 co-authors