Arjun Krishnakumar
4 papers · 2022–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Bronze
Venues
Top co-authors
Research topics
Keywords
neural architecture search
(2)
gradient-based na
(2)
parameter sharing
(1)
memory efficiency
(1)
surrogate model
(1)
evaluation protocol
(1)
zero-cost proxy
(1)
architecture performance prediction
(1)
architecture performance
(1)
weight entanglement
(1)
one-shot na
(1)
cell-based architectural spaces
(1)
macro-architectural spaces
(1)
confopt library
(1)
benchmark suite
(1)
implementation fragmentation
(1)
hyperparameter optimization
(1)
Papers
\textttconfopt: A Library for Implementation and Evaluation of Gradient-based One-Shot NAS Methods
AutoML 2025
Weight-Entanglement Meets Gradient-Based Neural Architecture Search
AutoML 2024
NAS-Bench-Suite: NAS Evaluation is (Now) Surprisingly Easy
ICLR 2022
NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost Proxies
NeurIPS 2022