Articles by Ali Abbasi

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Articles by Ali Abbasi

Knowledge Distillation and Dataset Distillation of Large Language Models: Emerging Trends, Challenges, and Future Directions

20 April 2025 by Luyang Fang and others

Computation and Language, Machine Learning

The Complexity of Tobacco Smoke-Induced Mutagenesis in Head and Neck Cancer

31 March 2025 by L. Torrens and others

Epidemiology

Exploring Power Side-Channel Challenges in Embedded Systems Security

8 January 2025 by Pouya Narimani and others

Cryptography and Security

Diffusion-Augmented Coreset Expansion for Scalable Dataset Distillation

5 December 2024 by Ali Abbasi and others

Computer Vision and Pattern Recognition, Artificial Intelligence

Next-Token Prediction Task Assumes Optimal Data Ordering for LLM Training in Proof Generation

30 October 2024 by Chenyang An and others

Computation and Language, Artificial Intelligence

Identification and characterization of human GDF15 knockouts

26 September 2024 by A. Gurtan and others

Cardiovascular Medicine

Evaluating and mitigating unfairness in multimodal remote mental health assessments

24 July 2024 by Zixuan Jiang and others at

Georgia Institute of Technology

Psychiatry and Clinical Psychology

MCNC: Manifold Constrained Network Compression

27 June 2024 by Chayne Thrash and others

Machine Learning

FedGreen: Carbon-aware Federated Learning with Model Size Adaptation

23 April 2024 by Ali Abbasi and others

Machine Learning, Artificial Intelligence

Federated Learning Model Aggregation in Heterogenous Aerial and Space Networks

16 April 2024 by Fan Dong and others

Machine Learning, Artificial Intelligence

Cortico-cerebellar coordination facilitates neuroprosthetic learning

12 April 2024 by Ahmad Abbasi and others

Neuroscience

On the Feasibility of CubeSats Application Sandboxing for Space Missions

5 April 2024 by Gabriele Marra and others

Cryptography and Security

One Category One Prompt: Dataset Distillation using Diffusion Models

11 March 2024 by Ali Abbasi and others

Computer Vision and Pattern Recognition, Computation and Language

SoK: Security of Programmable Logic Controllers

1 March 2024 by Efrén López-Morales and others at

University of California, Santa Cruz

Cryptography and Security

Dynamic Online Modulation Recognition using Incremental Learning

7 December 2023 by Ali Owfi and others

Signal Processing, Machine Learning

Non-Rapid Eye Movement Sleep Features in Post-Stroke Human Electroencephalogram

30 November 2023 by B. Simpson and others

Neurology

BrainWash: A Poisoning Attack to Forget in Continual Learning

24 November 2023 by Ali Abbasi and others at

UC Davis

Machine Learning, Artificial Intelligence

CovarNav: Machine Unlearning via Model Inversion and Covariance Navigation

21 November 2023 by Ali Abbasi and others

Machine Learning, Artificial Intelligence

Visualizing and exploring patterns of large mutational events with SigProfilerMatrixGenerator

21 August 2023 by Aayush Khandekar and others at

UC San Diego

Bioinformatics

APOBEC3A drives acquired resistance to targeted therapies in non-small cell lung cancer

5 July 2023 by H. Isozaki and others at

Massachusetts General Hospital

Cancer Biology

Emergent low-frequency activity in cortico-cerebellar networks with motor skill learning

7 February 2023 by P. Fleischer and others at

Cedars-Sinai Medical Center

Neuroscience

Uncovering novel mutational signatures by de novo extraction with SigProfilerExtractor

23 September 2022 by S. M. A. Islam and others

Bioinformatics

Sparsity and Heterogeneous Dropout for Continual Learning in the Null Space of Neural Activations

8 July 2022 by Ali Abbasi and others

Machine Learning, Artificial Intelligence

PRANC: Pseudo RAndom Networks for Compacting deep models

16 June 2022 by Parsa Nooralinejad and others

Machine Learning

Signatures of copy number alterations in human cancer

15 June 2022 by C. Steele and others

Cancer Biology

Identity-Preserving Pose-Robust Face Hallucination Through Face Subspace Prior

20 November 2021 by Ali Abbasi and Mohammad Rahmati

Computer Vision and Pattern Recognition

Nyx-Net: Network Fuzzing with Incremental Snapshots

4 November 2021 by Sergej Schumilo and others

Cryptography and Security

Loki: Hardening Code Obfuscation Against Automated Attacks

29 June 2021 by Moritz Schloegel and others

Cryptography and Security

Exploiting a Fleet of UAVs for Monitoring and Data Acquisition of a Distributed Sensor Network

11 January 2021 by S. Mahmoudzadeh and others

Robotics

Challenges in Designing Exploit Mitigations for Deeply Embedded Systems

5 July 2020 by Ali Abbasi and others at

Eindhoven University of Technology

Cryptography and Security

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Articles by Ali Abbasi