Amarda Shehu

Professor, Computer Science, George Mason University

Joined

June 2019

Names

Amarda Shehu

Emails

****@gmu.edu (Confirmed)

Personal Links

Career & Education History

Professor

Computer Science, George Mason University (gmu.edu)

2018 – Present

Associate Professor

Computer Science, George Mason University (gmu.edu)

2014 – 2018

Assistant Professor

Computer Science, George Mason University (gmu.edu)

2008 – 2014

Advisors, Relations & Conflicts

Coauthor

Huzefa Rangwala

2008 – 2020

PhD Advisor

Lydia Kavraki

2002 – 2008

Expertise

REU SUPP-Res Exp for Ugrd Supp

2021 – 2021

Publications

Graph representation learning for protein conformation sampling
Taseef Rahman, Yuanqi Du, Amarda Shehu
- OpenReview Archive Direct Upload
- Readers: Everyone
Generative adversarial learning of protein tertiary structures
Taseef Rahman, Yuanqi Du, Liang Zhao, Amarda Shehu
- OpenReview Archive Direct Upload
- Readers: Everyone
Information Extraction from Diverse Charts In Materials Science
Defne Circi, Miles Bradley, Sam Blouir, Boris Wilthan, Antonios Anastasopoulos, Amarda Shehu, L. Catherine, Bhuwan Dhingra
- LM4Sci
- Readers: Everyone
BirdieDNA: Reward-Based Pre-Training for Genomic Sequence Modeling
Sam Blouir, Defne Circi, Asher Moldwin, Amarda Shehu
- MLGenX 2025 TinyPapers
- Readers: Everyone
Optimization and Generalizability: Fair Benchmarking for Stochastic Algorithms
Toki Tahmid Inan, Mingrui Liu, Amarda Shehu
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Global Convergence Analysis of Local SGD for Two-layer Neural Network without Overparameterization
Yajie Bao, Amarda Shehu, Mingrui Liu
- NeurIPS 2023 poster
- Readers: Everyone
Multi-objective Deep Data Generation with Correlated Property Control
Shiyu Wang, Xiaojie Guo, Xuanyang Lin, Bo Pan, Yuanqi Du, Yinkai Wang, Yanfang Ye, Ashley Ann Petersen, Austin Leitgeb, Saleh AlKhalifa, Kevin Minbiole, William Wuest, Amarda Shehu, Liang Zhao
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
Small Molecule Generation via Disentangled Representation Learning
Yuanqi Du, Xiaojie Guo, Yinkai Wang, Amarda Shehu, Liang Zhao
- 16 May 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
F-Measure Optimization for Multi-class, Imbalanced Emotion Classification Tasks
Toki Tahmid Inan, Mingrui Liu, Amarda Shehu
- 2022 (modified: 14 Apr 2023)
- ICANN (1) 2022
- Readers: Everyone
Generation and Characterization of Quaternary Ammonium Compounds via Deep Learning
Yinkai Wang, Shiva Ghaemi, Aowei Ding, Yuanqui Du, Bo Pan, Muran Qin, Xuanyang Lin, Ashley Ann Petersen, Austin Leitgeb, Saleh AlKhalifa, Kevin Minbiole, William Wuest, Liang Zhao, Amarda Shehu
- 2022 (modified: 18 Apr 2023)
- BIBM 2022
- Readers: Everyone

View all 154 publications

Co-Authors

View all 149 co-authors