Amir Nassereldine

According to our database, Amir Nassereldine authored at least 13 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Towards Pretraining Robust ASR Foundation Model with Acoustic-Aware Data Augmentation.

Dancheng Liu, Amir Nassereldine, Chenhui Xu, Jinjun Xiong

CoRR, May, 2025

FP64 is All You Need: Rethinking Failure Modes in Physics-Informed Neural Networks.

Chenhui Xu, Dancheng Liu, Amir Nassereldine, Jinjun Xiong

CoRR, May, 2025

Combating Partial Perception Deficit in Autonomous Driving with Multimodal LLM Commonsense.

Yuting Hu, Chenhui Xu, Ruiyang Qin, Dancheng Liu, Amir Nassereldine, Yiyu Shi, Jinjun Xiong

CoRR, March, 2025

Towards Understanding Multi-Round Large Language Model Reasoning: Approximability, Learnability and Generalizability.

Chenhui Xu, Dancheng Liu, Jiajie Li, Amir Nassereldine, Zhaohui Li, Jinjun Xiong

CoRR, March, 2025

NVCiM-PT: An NVCiM-Assisted Prompt Tuning Framework for Edge LLMs.

Ruiyang Qin, Pengyu Ren, Zheyu Yan, Liu Liu, Dancheng Liu, Amir Nassereldine, Jinjun Xiong, Kai Ni, X. Sharon Hu, Yiyu Shi

Proceedings of the Design, Automation & Test in Europe Conference, 2025

2024

Automatic Screening for Children with Speech Disorder using Automatic Speech Recognition: Opportunities and Challenges.

Dancheng Liu, Jason Yang, Ishan Albrecht-Buehler, Helen Qin, Sophie Li, Yuting Hu, Amir Nassereldine, Jinjun Xiong

CoRR, 2024

Large Language Models have Intrinsic Self-Correction Ability.

Dancheng Liu, Amir Nassereldine, Ziming Yang, Chenhui Xu, Yuting Hu, Jiajie Li, Utkarsh Kumar, Changjae Lee, Jinjun Xiong

CoRR, 2024

PI-Whisper: An Adaptive and Incremental ASR Framework for Diverse and Evolving Speaker Characteristics.

Amir Nassereldine, Dancheng Liu, Chenhui Xu, Jinjun Xiong

CoRR, 2024

OpenVideoWalls: an Open-Source System for Building Video Walls with Recycling Heterogeneous Displays.

Zichen Zhu, Zhongze Tang, Amir Nassereldine, Jinjun Xiong, Sheng Wei

Proceedings of the 6th ACM International Conference on Multimedia in Asia, 2024

2023

A framework for high-throughput sequence alignment using real processing-in-memory systems.

Safaa Diab, Amir Nassereldine, Mohammed Alser, Juan Gómez-Luna, Onur Mutlu, Izzat El Hajj

Bioinform., May, 2023

Predicting the Performance-Cost Trade-off of Applications Across Multiple Systems.

Amir Nassereldine, Safaa Diab, Mohammed Baydoun, Kenneth Leach, Maxim Alt, Dejan S. Milojicic, Izzat El Hajj

Proceedings of the 23rd IEEE/ACM International Symposium on Cluster, 2023

2022

Excel Spreadsheet Analyzer.

Amir Nassereldine, Patrick Chen, Jinjun Xiong

CoRR, 2022

High-throughput Pairwise Alignment with the Wavefront Algorithm using Processing-in-Memory.

Safaa Diab, Amir Nassereldine, Mohammed Alser, Juan Gómez-Luna, Onur Mutlu, Izzat El Hajj

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022