Elias Boutros Khalil

12 papers A* 5Journal 6
YearRankTypeTitle / Venue / Authors
2025 A* conf
Reinforcement learning with combinatorial actions for coupled restless bandits.
ICLR
Lily Xu, Bryan Wilder, Elias Boutros Khalil, Milind Tambe
2025 A* conf
Self-Supervised Transformers as Iterative Solution Improvers for Constraint Satisfaction.
ICML
Yudong Xu, Wenhao Li, Scott Sanner, Elias Boutros Khalil
2025 J jnl
Tackling the Abstraction and Reasoning Corpus with Vision Transformers: the Importance of 2D Representation, Positions, and Objects.
Trans. Mach. Learn. Res.
Wenhao Li, Yudong Xu, Scott Sanner, Elias Boutros Khalil
2024 J jnl
LLMs and the Abstraction and Reasoning Corpus: Successes, Failures, and the Importance of Object-based Representations.
Trans. Mach. Learn. Res.
Yudong Xu, Wenhao Li, Pashootan Vaezipoor, Scott Sanner, Elias Boutros Khalil
2024 A* conf
Neur2RO: Neural Two-Stage Robust Optimization.
ICLR
Justin Dumouchelle, Esther Julien, Jannis Kurtz, Elias Boutros Khalil
2024 J jnl
Tackling the Abstraction and Reasoning Corpus with Vision Transformers: the Importance of 2D Representation, Positions, and Objects.
CoRR
Wenhao Li, Yudong Xu, Scott Sanner, Elias Boutros Khalil
2022 J jnl
Deep Policies for Online Bipartite Matching: A Reinforcement Learning Approach.
Trans. Mach. Learn. Res.
Mohammad Ali Alomrani, Reza Moravej, Elias Boutros Khalil
2022 J jnl
Lookback for Learning to Branch.
Trans. Mach. Learn. Res.
Prateek Gupta, Elias Boutros Khalil, Didier Chételat, Maxime Gasse, Andrea Lodi, Yoshua Bengio, M. Pawan Kumar
2020 — —
Towards Tighter Integration of Machine Learning and Discrete Optimization.
Elias Boutros Khalil
2017 J jnl
Fake News Mitigation via Point Process Based Intervention.
CoRR
Mehrdad Farajtabar, Jiachen Yang, Xiaojing Ye, Huan Xu, Rakshit S. Trivedi, Elias Boutros Khalil, Shuang Li, Le Song, Hongyuan Zha
2016 A* conf
Learning to Branch in Mixed Integer Programming.
AAAI
Elias Boutros Khalil, Pierre Le Bodic, Le Song, George L. Nemhauser, Bistra Dilkina
2014 A* conf
Scalable diffusion-aware optimization of network topology.
KDD
Elias Boutros Khalil, Bistra Dilkina, Le Song