Miguel R. D. Rodrigues

Full Professor, Electronic and Electrical Engineering, University College London

Joined

December 2017

Names

Emails

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

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Full Professor

Electronic and Electrical Engineering, University College London (ucl.ac.uk)

2012 – Present

Associate Professor

Computer Science, University of Porto (up.pt)

2007 – 2012

Advisors, Relations & Conflicts

PhD Advisor

Professor Izzat Darwazeh

1999 – 2002

Expertise

Information Theory

Present

Information Processing

Present

Machine Learning

Present

Publications

Robust LLM Performance Certification via Constrained Maximum Likelihood Estimation
Minghe Shen, Ananth Balashankar, Adam Fisch, David Madras, Miguel R. D. Rodrigues
- Agentic AI in the Wild: From Hallucinations to Reliable Autonomy Poster
- Readers: Everyone
Robust LLM Performance Certification via Constrained Maximum Likelihood Estimation
Minghe Shen, Ananth Balashankar, Adam Fisch, David Madras, Miguel R. D. Rodrigues
- CAO Poster
- Readers: Everyone
Beyond Training for Cultural Awareness: The Role of Dataset Linguistic Structure in Large Language Models
Reem I. Masoud, Chen Feng, Shunta Asano, Saied Alshahrani, Philip Colin Treleaven, Miguel R. D. Rodrigues
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
Noisy but Valid: Robust Statistical Evaluation of LLMs with Imperfect Judges
Chen Feng, Minghe Shen, Ananth Balashankar, Carsten Gerner-Beuerle, Miguel R. D. Rodrigues
- ICLR 2026 Poster
- Readers: Everyone
A Dual-Protection Framework for Copyright Protection and Image Editing Using Multi-Label Conformal Prediction
Yuxuan Sun, Sowmen Das, Zhuo Zhi, Minghe Shen, Ziquan Liu, Miguel R. D. Rodrigues
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
TFAR: A Training-Free Framework for Autonomous Reliable Reasoning in Visual Question Answering
Zhuo Zhi, Chen Feng, Adam Daneshmend, Mine Orlu, Andreas Demosthenous, Lu Yin, Da Li, Ziquan Liu, Miguel R. D. Rodrigues
- Accepted by TMLR
- Readers: Everyone
LLM Alignment Using Soft Prompt Tuning: The Case of Cultural Alignment
Reem I. Masoud, Martin Ferianc, Philip Colin Treleaven, Miguel R. D. Rodrigues
- SoLaR Poster
- Readers: Everyone
Wasserstein Modality Alignment Makes Your Multimodal Transformer More Robust
zhuo zhi, Yuxuan Sun, Qiangqiang Wu, Ziquan Liu, Miguel R. D. Rodrigues
- Accepted by TMLR
- Readers: Everyone
Wasserstein Modality Alignment Makes Your Multimodal Transformer More Robust
zhuo zhi, Ziquan Liu, Qiangqiang Wu, Miguel R. D. Rodrigues
- ICML 2024 TiFA Workshop
- Readers: Everyone
Borrowing Treasures from Neighbors: In-Context Learning for Multimodal Learning with Missing Modalities and Data Scarcity
zhuo zhi, Ziquan Liu, Moe Elbadawi, Adam Daneshmend, Mine Orlu, Abdul W Basit, Andreas Demosthenous, Miguel R. D. Rodrigues
- ICML 2024 TiFA Workshop
- Readers: Everyone

View all 33 publications

Co-Authors

View all 72 co-authors