Elias Khalil
6 papers · 2017–2022 · 2 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (15) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (2)
π
Academic Marathon
(5)
π
Cross-Pollinator
(13)
π
Renaissance Researcher
(6)
π
Trend Setter
Conferences
NIPS (5)
ICML (1)
Top co-authors
Keywords
reinforcement learning
(3)
branch and bound
(2)
graph neural network
(2)
policy iteration
(1)
graph embedding
(1)
mixed integer programming
(1)
linear programming
(1)
vertex cover
(1)
social network
(1)
traveling salesman problem
(1)
neural network surrogate
(1)
mixed integer linear programming
(1)
hybrid architecture
(1)
minimum vertex cover
(1)
cpu efficiency
(1)
mixed-integer programming
(1)
hawkes process
(1)
vehicle routing
(1)
decision-making under uncertainty
(1)
cpu inference
(1)
Papers
A Deep Reinforcement Learning Framework for Column Generation
NIPS 2022
Neur2SP: Neural Two-Stage Stochastic Programming
NIPS 2022
Learning to Schedule Heuristics in Branch and Bound
NIPS 2021
Hybrid Models for Learning to Branch
NIPS 2020
Learning Combinatorial Optimization Algorithms over Graphs
NIPS 2017
Fake News Mitigation via Point Process Based Intervention
ICML 2017