Hossein Rajabzadeh

According to our database, Hossein Rajabzadeh authored at least 14 papers between 2018 and 2026.

Collaborative distances:

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

2026

LoRA-Drop: Temporal LoRA Decoding for Efficient LLM Inference.

Hossein Rajabzadeh, Maryam Dialameh, Chul B. Park, Il-Min Kim, Hyock Ju Kwon

CoRR, January, 2026

FLOP-Efficient Training: Early Stopping Based on Test-Time Compute Awareness.

Hossam Amer, Maryam Dialameh, Hossein Rajabzadeh, Walid Ahmed, Weiwei Zhang, Yang Liu

CoRR, January, 2026

2025

Bayesian Mixture of Experts For Large Language Models.

Maryam Dialameh, Hossein Rajabzadeh, Weiwei Zhang, Walid Ahmed, Hyock Ju Kwon

CoRR, November, 2025

EMA-SAM: Exponential Moving-average for SAM-based PTMC Segmentation.

Maryam Dialameh, Hossein Rajabzadeh, Jung Suk Sim, Hyock Ju Kwon

CoRR, October, 2025

DualSwinUnet++: An enhanced Swin-Unet architecture with dual decoders for PTMC segmentation.

Maryam Dialameh, Hossein Rajabzadeh, Moslem Sadeghi-Goughari, Jung Suk Sim, Hyock Ju Kwon

Comput. Biol. Medicine, 2025

Balcony: A Lightweight Approach to Dynamic Inference of Generative Language Models.

Benyamin Jamialahmadi, Parsa Kavehzadeh, Mehdi Rezagholizadeh, Parsa Farinneya, Hossein Rajabzadeh, Aref Jafari, Boxing Chen, Marzieh S. Tahaei

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training.

Maryam Dialameh, Rezaul Karim, Hossein Rajabzadeh, Omar Mohamed Awad, Boxing Chen, Hyock Ju Kwon, Walid Ahmed, Yang Liu

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

2024

E2E-Swin-Unet++: An Enhanced End-to-End Swin-Unet Architecture With Dual Decoders For PTMC Segmentation.

Maryam Dialameh, Hossein Rajabzadeh, Moslem Sadeghi-Goughari, Jung Suk Sim, Hyock Ju Kwon

CoRR, 2024

EchoAtt: Attend, Copy, then Adjust for More Efficient Large Language Models.

Hossein Rajabzadeh, Aref Jafari, Aman Sharma, Benyamin Jami, Hyock Ju Kwon, Ali Ghodsi, Boxing Chen, Mehdi Rezagholizadeh

Proceedings of the NeurIPS Efficient Natural Language and Speech Processing Workshop, 2024

QDyLoRA: Quantized Dynamic Low-Rank Adaptation for Efficient Large Language Model Tuning.

Hossein Rajabzadeh, Mojtaba Valipour, Tianshu Zhu, Marzieh S. Tahaei, Hyock Ju Kwon, Ali Ghodsi, Boxing Chen, Mehdi Rezagholizadeh

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024

2023

Multimodal Multi-Hop Question Answering Through a Conversation Between Tools and Efficiently Finetuned Large Language Models.

Hossein Rajabzadeh, Suyuchen Wang, Hyock Ju Kwon, Bang Liu

CoRR, 2023

SortedNet, a Place for Every Network and Every Network in its Place: Towards a Generalized Solution for Training Many-in-One Neural Networks.

Mojtaba Valipour, Mehdi Rezagholizadeh, Hossein Rajabzadeh, Marzieh S. Tahaei, Boxing Chen, Ali Ghodsi

CoRR, 2023

2021

Supervised discriminative dimensionality reduction by learning multiple transformation operators.

Hossein Rajabzadeh, Mansoor Zolghadri Jahromi, Ali Ghodsi

Expert Syst. Appl., 2021

2018

Local Distance Metric Learning for Nearest Neighbor Algorithm.

Hossein Rajabzadeh, Mansoor Zolghadri Jahromi, Mohammad Sadegh Zare, Seyed Mostafa Fakhrahmad

CoRR, 2018