Amir Nassereldine

21 papers A* 1A 2B 2Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2026 B conf
Are We There Yet? Predicting if Executing Applications are Near Completion.
ICPE
Mohammad Sonji, Mohammed Baydoun, Safaa Diab, Amir Nassereldine, Pedro Bruel, Aditya Dhakal, Rolando Pablo Hong Enriquez, Gourav Rattihalli, Diman Zad Tootaghaj, Gallig Renaud, Barbara M. Chapman, Fatima K. Abu Salem, Eitan Frachtenberg, Dejan S. Milojicic, Izzat El Hajj
2025 J jnl
Combating Partial Perception Deficit in Autonomous Driving with Multimodal LLM Commonsense.
CoRR
Yuting Hu, Chenhui Xu, Ruiyang Qin, Dancheng Liu, Amir Nassereldine, Yiyu Shi, Jinjun Xiong
2025 J jnl
Empirical Guidelines for Deploying LLMs onto Resource-constrained Edge Devices.
ACM Trans. Design Autom. Electr. Syst.
Ruiyang Qin, Dancheng Liu, Chenhui Xu, Zheyu Yan, Zhaoxuan Tan, Zhenge Jia, Amir Nassereldine, Jiajie Li, Meng Jiang, Ahmed Abbasi, Jinjun Xiong, Yiyu Shi
2025 A* conf
Ensembler: Protect Collaborative Inference Privacy from Model Inversion Attack via Selective Ensemble.
DAC
Dancheng Liu, Chenhui Xu, Jiajie Li, Amir Nassereldine, Jinjun Xiong
2025 J jnl
FP64 is All You Need: Rethinking Failure Modes in Physics-Informed Neural Networks.
CoRR
Chenhui Xu, Dancheng Liu, Amir Nassereldine, Jinjun Xiong
2025 A conf
NVCiM-PT: An NVCiM-Assisted Prompt Tuning Framework for Edge LLMs.
DATE
Ruiyang Qin, Pengyu Ren, Zheyu Yan, Liu Liu, Dancheng Liu, Amir Nassereldine, Jinjun Xiong, Kai Ni, X. Sharon Hu, Yiyu Shi
2025 A conf
Tiny-Align: Bridging Automatic Speech Recognition and Large Language Model on Edge.
ICCAD
Ruiyang Qin, Dancheng Liu, Gelei Xu, Amir Nassereldine, Zheyu Yan, Chenhui Xu, Yuting Hu, X. Sharon Hu, Jinjun Xiong, Yiyu Shi
2025 J jnl
Towards Pretraining Robust ASR Foundation Model with Acoustic-Aware Data Augmentation.
CoRR
Dancheng Liu, Amir Nassereldine, Chenhui Xu, Jinjun Xiong
2025 J jnl
Towards Understanding Multi-Round Large Language Model Reasoning: Approximability, Learnability and Generalizability.
CoRR
Chenhui Xu, Dancheng Liu, Jiajie Li, Amir Nassereldine, Zhaohui Li, Jinjun Xiong
2024 J jnl
Automatic Screening for Children with Speech Disorder using Automatic Speech Recognition: Opportunities and Challenges.
CoRR
Dancheng Liu, Jason Yang, Ishan Albrecht-Buehler, Helen Qin, Sophie Li, Yuting Hu, Amir Nassereldine, Jinjun Xiong
2024 J jnl
Large Language Models have Intrinsic Self-Correction Ability.
CoRR
Dancheng Liu, Amir Nassereldine, Ziming Yang, Chenhui Xu, Yuting Hu, Jiajie Li, Utkarsh Kumar, ChangJae Lee, Jinjun Xiong
2024 J jnl
NVCiM-PT: An NVCiM-assisted Prompt Tuning Framework for Edge LLMs.
CoRR
Ruiyang Qin, Pengyu Ren, Zheyu Yan, Liu Liu, Dancheng Liu, Amir Nassereldine, Jinjun Xiong, Kai Ni, Xiaobo Sharon Hu, Yiyu Shi
2024 — conf
OpenVideoWalls: an Open-Source System for Building Video Walls with Recycling Heterogeneous Displays.
MMAsia
Zichen Zhu, Zhongze Tang, Amir Nassereldine, Jinjun Xiong, Sheng Wei
2024 J jnl
PI-Whisper: An Adaptive and Incremental ASR Framework for Diverse and Evolving Speaker Characteristics.
CoRR
Amir Nassereldine, Dancheng Liu, Chenhui Xu, Jinjun Xiong
2023 J jnl
A framework for high-throughput sequence alignment using real processing-in-memory systems.
Bioinform.
Safaa Diab, Amir Nassereldine, Mohammed Alser, Juan Gómez-Luna, Onur Mutlu, Izzat El Hajj
2023 B conf
Predicting the Performance-Cost Trade-off of Applications Across Multiple Systems.
CCGrid
Amir Nassereldine, Safaa Diab, Mohammed Baydoun, Kenneth Leach, Maxim Alt, Dejan S. Milojicic, Izzat El Hajj
2023 J jnl
Predicting the Performance-Cost Trade-off of Applications Across Multiple Systems.
CoRR
Amir Nassereldine, Safaa Diab, Mohammed Baydoun, Kenneth Leach, Maxim Alt, Dejan S. Milojicic, Izzat El Hajj
2022 J jnl
A Framework for High-throughput Sequence Alignment using Real Processing-in-Memory Systems.
CoRR
Safaa Diab, Amir Nassereldine, Mohammed Alser, Juan Gómez-Luna, Onur Mutlu, Izzat El Hajj
2022 J jnl
Excel Spreadsheet Analyzer.
CoRR
Amir Nassereldine, Patrick Chen, Jinjun Xiong
2022 — conf
High-throughput Pairwise Alignment with the Wavefront Algorithm using Processing-in-Memory.
IPDPS Workshops
Safaa Diab, Amir Nassereldine, Mohammed Alser, Juan Gómez-Luna, Onur Mutlu, Izzat El Hajj
2022 J jnl
High-throughput Pairwise Alignment with the Wavefront Algorithm using Processing-in-Memory.
CoRR
Safaa Diab, Amir Nassereldine, Mohammed Alser, Juan Gómez-Luna, Onur Mutlu, Izzat El Hajj