Sparse Matrix-Vector Multiplication for Finite Element Method Matrices on FPGAs. - Yousef El-Kurdi; Warren J. Gross; Dennis Giannacopoulos (FCCM, 2006)

FPGA architecture and implementation of sparse matrix-vector multiplication for the finite element method. - Yousef El-Kurdi; David Fernández; Evgueni Souleimanov; Dennis Giannacopoulos; Warren J. Gross (Comput. Phys. Commun., 2008)

Relaxed Gaussian Belief Propagation. - Yousef El-Kurdi; Dennis Giannacopoulos; Warren J. Gross (ISIT, 2012)

Parallel finite element technique using Gaussian belief propagation. - Yousef El-Kurdi; Maryam Mehri Dehnavi; Warren J. Gross; Dennis Giannacopoulos (Comput. Phys. Commun., 2015)

Multi-Granular Text Encoding for Self-Explaining Categorization. - Zhiguo Wang; Yue Zhang 004; Mo Yu; Wei Zhang; Lin Pan 003; Linfeng Song; Kun Xu 005; Yousef El-Kurdi (BlackboxNLP@ACL, 2019)

Scalable Cross-lingual Treebank Synthesis for Improved Production Dependency Parsers. - Yousef El-Kurdi; Hiroshi Kanayama; Efsun Sarioglu Kayi; Vittorio Castelli; Todd Ward; Radu Florian (COLING (Industry), 2020)

Zero-Shot Dynamic Quantization for Transformer Inference. - Yousef El-Kurdi; Jerry Quinn; Avi Sil (EMNLP (Industry Track), 2022)

Ensemble-Instruct: Instruction Tuning Data Generation with a Heterogeneous Mixture of LMs. - Young-Suk Lee 001; Md. Arafat Sultan; Yousef El-Kurdi; Tahira Naseem; Asim Munawar; Radu Florian; Salim Roukos; Ramón Fernandez Astudillo (EMNLP (Findings), 2023)

Neural Architecture Search for Effective Teacher-Student Knowledge Transfer in Language Models. - Aashka Trivedi; Takuma Udagawa; Michele Merler; Rameswar Panda; Yousef El-Kurdi; Bishwaranjan Bhattacharjee (CoRR, 2023)

Ensemble-Instruct: Generating Instruction-Tuning Data with a Heterogeneous Mixture of LMs. - Young-Suk Lee 001; Md. Arafat Sultan; Yousef El-Kurdi; Tahira Naseem; Asim Munawar; Radu Florian; Salim Roukos; Ramón Fernandez Astudillo (CoRR, 2023)

INDUS: Effective and Efficient Language Models for Scientific Applications. - Bishwaranjan Bhattacharjee; Aashka Trivedi; Masayasu Muraoka; Muthukumaran Ramasubramanian; Takuma Udagawa; Iksha Gurung; Nishan Pantha; Rong Zhang; Bharath Dandala; Rahul Ramachandran; Manil Maskey; Kaylin M. Bugbee; et al. (EMNLP (Industry Track), 2024)

INDUS: Effective and Efficient Language Models for Scientific Applications. - Bishwaranjan Bhattacharjee; Aashka Trivedi; Masayasu Muraoka; Muthukumaran Ramasubramanian; Takuma Udagawa; Iksha Gurung; Rong Zhang; Bharath Dandala; Rahul Ramachandran; Manil Maskey; Kaylin M. Bugbee; Mike Little; et al. (CoRR, 2024)

Optimal Policy Minimum Bayesian Risk. - Ramón Fernandez Astudillo; Md. Arafat Sultan; Aashka Trivedi; Yousef El-Kurdi; Tahira Naseem; Radu Florian; Salim Roukos (CoRR, 2025)