Elias B. Khalil
13 papers · 2016–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (22) 🌍 Conference Polyglot · Bronze 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint
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Prolific Year · Productive
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
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Keyword Collector
(52)
Venues
Top co-authors
Research topics
Machine Learning
(8)
Mathematics & Optimization
(8)
Optimization
(8)
Application Areas
(6)
Deep Learning
(5)
Architectures
(5)
Core Methods
(5)
Computer Science
(2)
Foundations
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Applications
(1)
Core AI
(1)
Learning Paradigms
(1)
Keywords
combinatorial optimization
(6)
graph neural network
(4)
mixed integer linear programming
(4)
mixed integer programming
(3)
neural network
(3)
integer programming
(2)
branch and bound
(2)
value function
(1)
machine learning
(1)
reinforcement learning
(1)
linear programming relaxation
(1)
feature engineering
(1)
monte carlo tree search
(1)
bilevel optimization
(1)
program synthesis
(1)
neural combinatorial optimization
(1)
inductive bia
(1)
value function approximation
(1)
tree search
(1)
greedy algorithm
(1)
Papers
Learn2Aggregate: Supervised Generation of Chvatal-Gomory Cuts Using Graph Neural Networks
AAAI 2025
Neur2BiLO: Neural Bilevel Optimization
NeurIPS 2024
Combinatorial Optimization and Reasoning with Graph Neural Networks
JMLR 2023
Graphs, Constraints, and Search for the Abstraction and Reasoning Corpus
AAAI 2023
Machine Learning for Cutting Planes in Integer Programming: A Survey
IJCAI 2023
Recent Developments in Data-Driven Algorithms for Discrete Optimization
AAAI 2023
Walkability Optimization: Formulations, Algorithms, and a Case Study of Toronto
AAAI 2023
Finding Backdoors to Integer Programs: A Monte Carlo Tree Search Framework
AAAI 2022
MIP-GNN: A Data-Driven Framework for Guiding Combinatorial Solvers
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