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researcher

Berke Kisin

3 papers hereh-index 263 citations3 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedOne Model, Any CSP: Graph Neural Networks as Fast Global Search Heuristics for Constraint Satisfaction

1 citations · 1 across the 3 of their papers we have counts for

collaborators
Showing 2026Show all

1 paper · 1 filter

cs.LG2026

Amortized Molecular Optimization via Group Relative Policy Optimization

Muhammad bin Javaid, Hasham Hussain, Ashima Khanna-Reiter +7

In structurally constrained molecular optimization, state-of-the-art methods treat every new input structure as a separate instance, restarting an expensive oracle-driven search fr…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.