Surya Ganguli
Scholar

Surya Ganguli

Google Scholar ID: rF2VvOgAAAAJ
Associate Professor, Stanford University
NeurosciencePhysicsMachine Learning
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Citations & Impact
All-time
Citations
36,679
 
H-index
67
 
i10-index
124
 
Publications
20
 
Co-authors
59
list available
Contact
No contact links provided.
Publications
10 items
Causal Interpretation of Neural Network Computations with Contribution Decomposition
2026
Cited
0
Solving adversarial examples requires solving exponential misalignment
2026
Cited
0
Deriving Neural Scaling Laws from the statistics of natural language
2026
Cited
1
From Kepler to Newton: Inductive Biases Guide Learned World Models in Transformers
2026
Cited
1
Contrastive Concept-Tree Search for LLM-Assisted Algorithm Discovery
2026
Cited
0
CMT-Benchmark: A Benchmark for Condensed Matter Theory Built by Expert Researchers
2025
Cited
0
Alternating Gradient Flows: A Theory of Feature Learning in Two-layer Neural Networks
2025
Cited
0
Rethinking Fine-Tuning when Scaling Test-Time Compute: Limiting Confidence Improves Mathematical Reasoning
2025
Cited
0
Resume (English only)
Co-authors
59 total
Co-author 1
Co-author 1
Jascha Sohl-Dickstein
Jascha Sohl-Dickstein
Anthropic
Ben Poole
Ben Poole
Research Scientist at Google DeepMind
Daniel Yamins
Daniel Yamins
Associate Professor of Computer Science and of Psychology, Stanford University
Aran Nayebi
Aran Nayebi
Assistant Professor of Machine Learning, Carnegie Mellon University (CMU)
Andrew Saxe
Andrew Saxe
Professor, Gatsby Unit & Sainsbury Wellcome Centre, UCL
Daniel Kunin
Daniel Kunin
Miller Postdoctoral Fellow, UC Berkeley
Co-author 8
Co-author 8