Sammy Khalife - RankMe

20 papers A* 2B 1Misc 1Journal 11Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	How hard is learning to cut? Trade-offs and sample complexity. CoRR Sammy Khalife, Andrea Lodi
2025	A*	`conf`	Is uniform expressivity too restrictive? Towards efficient expressivity of GNNs. ICLR Sammy Khalife, Josué Tonelli-Cueto
2024	J	`jnl`	Data-driven algorithm design using neural networks with applications to branch-and-cut. CoRR Hongyu Cheng, Sammy Khalife, Barbara Fiedorowicz, Amitabh Basu
2024	J	`jnl`	Is uniform expressivity too restrictive? Towards efficient expressivity of graph neural networks. CoRR Sammy Khalife, Josué Tonelli-Cueto
2024	J	`jnl`	Neural networks with linear threshold activations: structure and algorithms. Math. Program. Sammy Khalife, Hongyu Cheng, Amitabh Basu
2024	A*	`conf`	Sample Complexity of Algorithm Selection Using Neural Networks and Its Applications to Branch-and-Cut. NeurIPS Hongyu Cheng, Sammy Khalife, Barbara Fiedorowicz, Amitabh Basu
2024	J	`jnl`	Sequence graphs realizations and ambiguity in language models. CoRR Sammy Khalife, Yann Ponty, Laurent Bulteau
2023	J	`jnl`	Graph Neural Networks with polynomial activations have limited expressivity. CoRR Sammy Khalife
2023	J	`jnl`	On the power of graph neural networks and the role of the activation function. CoRR Sammy Khalife, Amitabh Basu
2022	B	`conf`	Neural Networks with Linear Threshold Activations: Structure and Algorithms. IPCO Sammy Khalife, Amitabh Basu
2021	J	`jnl`	Further results on latent discourse models and word embeddings. J. Mach. Learn. Res. Sammy Khalife, Douglas Soares Gonçalves, Youssef Allouah, Leo Liberti
2021	J	`jnl`	Neural networks with linear threshold activations: structure and algorithms. CoRR Sammy Khalife, Amitabh Basu
2021	Misc	`conf`	Sequence Graphs Realizations and Ambiguity in Language Models. COCOON Sammy Khalife, Yann Ponty, Laurent Bulteau
2021	J	`jnl`	Structure and influence in a global capital-ownership network. Appl. Netw. Sci. Sammy Khalife, Jesse Read, Michalis Vazirgiannis
2020	—	`—`	Graphs, geometry, and representations for language models and networks of entities. (Graphes, géométrie et représentations pour le langage et les réseaux d'entités). Sammy Khalife
2019	—	`conf`	Empirical Analysis of a Global Capital-Ownership Network. COMPLEX NETWORKS (2) Sammy Khalife, Jesse Read, Michalis Vazirgiannis
2019	—	`conf`	Geometry and Analogies: A Study and Propagation Method for Word Representations. SLSP Sammy Khalife, Leo Liberti, Michalis Vazirgiannis
2019	—	`conf`	Scalable graph-based method for individual named entity identification. TextGraphs@EMNLP Sammy Khalife, Michalis Vazirgiannis
2018	—	`conf`	Detection of sleep spindles in NREM 2 sleep stages: Preliminary study & benchmarking of algorithms. BIBM Olivier Pallanca, Sammy Khalife, Jesse Read
2018	J	`jnl`	Scalable graph-based individual named entity identification. CoRR Sammy Khalife, Michalis Vazirgiannis