Yarin Gal
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Generative Adversarial Networks and Image Synthesis, Advanced Causal Inference Techniques, Computational Drug Discovery Methods, Software Engineering Research
Most-Cited Works
- → ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design(2023)1 cited
- → MADE: Benchmark Environments for Closed-Loop Materials Discovery(2026)
- OMNI-LEAK: Orchestrator Multi-Agent Network Induced Data Leakage(2026)
- → Simple Baselines are Competitive with Code Evolution(2026)
- → Interventions, Where and How? Experimental Design for Causal Models at Scale(2022)
- → Active Surrogate Estimators: An Active Learning Approach to Label-Efficient Model Evaluation(2022)
- → Boundary Point Jailbreaking of Black-Box LLMs(2026)
- → ProteinNPT: Improving Protein Property Prediction and Design with Non-Parametric Transformers(2023)