Elias B. Khalil
13 papers · 2016–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π§ Keyword Pioneer π£ Hot Topic Early Bird π Interdisciplinary Bridge π Academic Marathon (9)
π
Conference Polyglot
(4)
π
Academic Marathon
(9)
π§
Keyword Pioneer
π
Keyword Champion
(3)
ποΈ
Keyword Collector
(54)
π
Century Club
(13)
π₯
Unstoppable
(5)
β‘
Prolific Year
(5)
Conferences
AAAI (6)
IJCAI (5)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
combinatorial optimization
(6)
graph neural network
(4)
mixed integer linear programming
(3)
neural network
(3)
branch and bound
(2)
mixed-integer linear programming
(2)
integer programming
(2)
mixed-integer programming
(2)
value function
(1)
machine learning
(1)
reinforcement learning
(1)
linear programming relaxation
(1)
monte carlo tree search
(1)
bilevel optimization
(1)
mixed integer programming
(1)
program synthesis
(1)
neural combinatorial optimization
(1)
inductive bia
(1)
feature engineering
(1)
value function approximation
(1)
Papers
Learn2Aggregate: Supervised Generation of Chvatal-Gomory Cuts Using Graph Neural Networks
AAAI 2025
Neur2BiLO: Neural Bilevel Optimization
NIPS 2024
Combinatorial Optimization and Reasoning with Graph Neural Networks
JMLR 2023
Machine Learning for Cutting Planes in Integer Programming: A Survey
IJCAI 2023
Walkability Optimization: Formulations, Algorithms, and a Case Study of Toronto
AAAI 2023
Recent Developments in Data-Driven Algorithms for Discrete Optimization
AAAI 2023
Graphs, Constraints, and Search for the Abstraction and Reasoning Corpus
AAAI 2023
MIP-GNN: A Data-Driven Framework for Guiding Combinatorial Solvers
AAAI 2022
Finding Backdoors to Integer Programs: A Monte Carlo Tree Search Framework
AAAI 2022
Combinatorial Optimization and Reasoning with Graph Neural Networks
IJCAI 2021
Learning Feature Engineering for Classification
IJCAI 2017
Learning to Run Heuristics in Tree Search
IJCAI 2017
Machine Learning for Integer Programming
IJCAI 2016