Hossein Rajabzadeh

18 papers A* 1Journal 14Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	FLOP-Efficient Training: Early Stopping Based on Test-Time Compute Awareness. CoRR Hossam Amer, Maryam Dialameh, Hossein Rajabzadeh, Walid Ahmed, Weiwei Zhang, Yang Liu
2026	J	`jnl`	LoRA-Drop: Temporal LoRA Decoding for Efficient LLM Inference. CoRR Hossein Rajabzadeh, Maryam Dialameh, Chul B. Park, Il-Min Kim, Hyock Ju Kwon
2025	A*	`conf`	Balcony: A Lightweight Approach to Dynamic Inference of Generative Language Models. EMNLP Benyamin Jamialahmadi, Parsa Kavehzadeh, Mehdi Rezagholizadeh, Parsa Farinneya, Hossein Rajabzadeh, Aref Jafari, Boxing Chen, Marzieh S. Tahaei
2025	J	`jnl`	Balcony: A Lightweight Approach to Dynamic Inference of Generative Language Models. CoRR Benyamin Jamialahmadi, Parsa Kavehzadeh, Mehdi Rezagholizadeh, Parsa Farinneya, Hossein Rajabzadeh, Aref Jafari, Boxing Chen, Marzieh S. Tahaei
2025	J	`jnl`	Bayesian Mixture of Experts For Large Language Models. CoRR Maryam Dialameh, Hossein Rajabzadeh, Weiwei Zhang, Walid Ahmed, Hyock Ju Kwon
2025	J	`jnl`	DualSwinUnet++: An enhanced Swin-Unet architecture with dual decoders for PTMC segmentation. Comput. Biol. Medicine Maryam Dialameh, Hossein Rajabzadeh, Moslem Sadeghi-Goughari, Jung Suk Sim, Hyock Ju Kwon
2025	—	`conf`	ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training. EMNLP (Industry Track) Maryam Dialameh, Rezaul Karim, Hossein Rajabzadeh, Omar Mohamed Awad, Boxing Chen, Hyock Ju Kwon, Walid Ahmed, Yang Liu
2025	J	`jnl`	ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training. CoRR Maryam Dialameh, Rezaul Karim, Hossein Rajabzadeh, Omar Mohamed Awad, Hyock Ju Kwon, Boxing Chen, Walid Ahmed, Yang Liu
2025	J	`jnl`	EMA-SAM: Exponential Moving-average for SAM-based PTMC Segmentation. CoRR Maryam Dialameh, Hossein Rajabzadeh, Jung Suk Sim, Hyock Ju Kwon
2024	J	`jnl`	E2E-Swin-Unet++: An Enhanced End-to-End Swin-Unet Architecture With Dual Decoders For PTMC Segmentation. CoRR Maryam Dialameh, Hossein Rajabzadeh, Moslem Sadeghi-Goughari, Jung Suk Sim, Hyock Ju Kwon
2024	—	`conf`	EchoAtt: Attend, Copy, then Adjust for More Efficient Large Language Models. ENLSP Hossein Rajabzadeh, Aref Jafari, Aman Sharma, Benyamin Jami, Hyock Ju Kwon, Ali Ghodsi, Boxing Chen, Mehdi Rezagholizadeh
2024	J	`jnl`	EchoAtt: Attend, Copy, then Adjust for More Efficient Large Language Models. CoRR Hossein Rajabzadeh, Aref Jafari, Aman Sharma, Benyamin Jami, Hyock Ju Kwon, Ali Ghodsi, Boxing Chen, Mehdi Rezagholizadeh
2024	—	`conf`	QDyLoRA: Quantized Dynamic Low-Rank Adaptation for Efficient Large Language Model Tuning. EMNLP (Industry Track) Hossein Rajabzadeh, Mojtaba Valipour, Tianshu Zhu, Marzieh S. Tahaei, Hyock Ju Kwon, Ali Ghodsi, Boxing Chen, Mehdi Rezagholizadeh
2024	J	`jnl`	QDyLoRA: Quantized Dynamic Low-Rank Adaptation for Efficient Large Language Model Tuning. CoRR Hossein Rajabzadeh, Mojtaba Valipour, Tianshu Zhu, Marzieh S. Tahaei, Hyock Ju Kwon, Ali Ghodsi, Boxing Chen, Mehdi Rezagholizadeh
2023	J	`jnl`	Multimodal Multi-Hop Question Answering Through a Conversation Between Tools and Efficiently Finetuned Large Language Models. CoRR Hossein Rajabzadeh, Suyuchen Wang, Hyock Ju Kwon, Bang Liu
2023	J	`jnl`	SortedNet, a Place for Every Network and Every Network in its Place: Towards a Generalized Solution for Training Many-in-One Neural Networks. CoRR Mojtaba Valipour, Mehdi Rezagholizadeh, Hossein Rajabzadeh, Marzieh S. Tahaei, Boxing Chen, Ali Ghodsi
2021	J	`jnl`	Supervised discriminative dimensionality reduction by learning multiple transformation operators. Expert Syst. Appl. Hossein Rajabzadeh, Mansoor Zolghadri Jahromi, Ali Ghodsi
2018	J	`jnl`	Local Distance Metric Learning for Nearest Neighbor Algorithm. CoRR Hossein Rajabzadeh, Mansoor Zolghadri Jahromi, Mohammad Sadegh Zare, Seyed Mostafa Fakhrahmad