Scholar
Hanie Sedghi
Google Scholar ID: _9GX96fDWAMC
Staff Research Scientist, Google DeepMind
Citations & Impact
Citations
5,914
H-index
23
i10-index
26
Publications
20
Co-authors
60
list available
Publications
Resume (English only)
Academic Achievements
- Workshop Chair for NeurIPS 2022
- Tutorial Chair for ICML 2022 and 2023
- Program Chair for CoLLAs 2023
- Served as Area Chair for NeurIPS, ICLR, and ICML
- Member of the JMLR Editorial Board
- Published multiple papers at top-tier conferences (ICLR, NeurIPS, ICML) on topics including LLM planning, knowledge graph training, memorization, and transfer learning
- Contributed to major projects such as Gemini 1.5
Background
- Staff Research Scientist at Google DeepMind
- Leads the DeepPhenomena team
- Research focuses on enabling robust planning and scientific reasoning in Foundational Models
- Systematically deconstructs reasoning failures in models to uncover underlying mechanisms and develop targeted interventions
- Over a decade of research experience in the science of deep learning
