Reza Shirkavand

18 papers A* 2Journal 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ToMoE: Converting Dense Large Language Models to Mixture-of-Experts through Dynamic Structural Pruning. Trans. Mach. Learn. Res. Shangqian Gao, Ting Hua, Reza Shirkavand, Chi-Heng Lin, Zheng Tang, Zhengao Li, Longge Yuan, Fangyi Li, Zeyu Zhang, Alireza Ganjdanesh, Qian Lou, Jie Xu, Yen-Chang Hsu
2025	J	`jnl`	ARGUS: Hallucination and Omission Evaluation in Video-LLMs. CoRR Ruchit Rawal, Reza Shirkavand, Heng Huang, Gowthami Somepalli, Tom Goldstein
2025	J	`jnl`	Bilevel ZOFO: Bridging Parameter-Efficient and Zeroth-Order Techniques for Efficient LLM Fine-Tuning and Meta-Training. CoRR Reza Shirkavand, Qi He, Peiran Yu, Heng Huang
2025	J	`jnl`	Catalog-Native LLM: Speaking Item-ID Dialect with Less Entanglement for Recommendation. CoRR Reza Shirkavand, Xiaokai Wei, Chen Wang, Zheng Hui, Heng Huang, Michelle Gong
2025	J	`jnl`	Cost-Aware Contrastive Routing for LLMs. CoRR Reza Shirkavand, Shangqian Gao, Peiran Yu, Heng Huang
2025	A*	`conf`	Efficient Fine-Tuning and Concept Suppression for Pruned Diffusion Models. CVPR Reza Shirkavand, Peiran Yu, Shangqian Gao, Gowthami Somepalli, Tom Goldstein, Heng Huang
2025	A*	`conf`	Not All Prompts Are Made Equal: Prompt-based Pruning of Text-to-Image Diffusion Models. ICLR Alireza Ganjdanesh, Reza Shirkavand, Shangqian Gao, Heng Huang
2025	J	`jnl`	Rotate Both Ways: Time-and-Order RoPE for Generative Recommendation. CoRR Xiaokai Wei, Jiajun Wu, Daiyao Yi, Reza Shirkavand, Michelle Gong
2025	J	`jnl`	Semantics Meet Signals: Dual Codebook Representationl Learning for Generative Recommendation. CoRR Zheng Hui, Xiaokai Wei, Reza Shirkavand, Chen Wang, Weizhi Zhang, Alejandro Peláez, Michelle Gong
2025	J	`jnl`	The Layout Is the Model: On Action-Item Coupling in Generative Recommendation. CoRR Xiaokai Wei, Jiajun Wu, Daiyao Yi, Reza Shirkavand, Michelle Gong
2025	J	`jnl`	ToMoE: Converting Dense Large Language Models to Mixture-of-Experts through Dynamic Structural Pruning. CoRR Shangqian Gao, Ting Hua, Reza Shirkavand, Chi-Heng Lin, Zhen Tang, Zhengao Li, Longge Yuan, Fangyi Li, Zeyu Zhang, Alireza Ganjdanesh, Qian Lou, Xu Jie, Yen-Chang Hsu
2024	J	`jnl`	Efficient Fine-Tuning and Concept Suppression for Pruned Diffusion Models. CoRR Reza Shirkavand, Peiran Yu, Shangqian Gao, Gowthami Somepalli, Tom Goldstein, Heng Huang
2024	J	`jnl`	From Pixels to Prose: A Large Dataset of Dense Image Captions. CoRR Vasu Singla, Kaiyu Yue, Sukriti Paul, Reza Shirkavand, Mayuka Jayawardhana, Alireza Ganjdanesh, Heng Huang, Abhinav Bhatele, Gowthami Somepalli, Tom Goldstein
2024	J	`jnl`	Not All Prompts Are Made Equal: Prompt-based Pruning of Text-to-Image Diffusion Models. CoRR Alireza Ganjdanesh, Reza Shirkavand, Shangqian Gao, Heng Huang
2023	J	`jnl`	Deep Prompt Tuning for Graph Transformers. CoRR Reza Shirkavand, Heng Huang
2023	J	`jnl`	Incomplete Multimodal Learning for Complex Brain Disorders Prediction. CoRR Reza Shirkavand, Liang Zhan, Heng Huang, Li Shen, Paul M. Thompson
2023	J	`jnl`	Prediction of Post-Operative Renal and Pulmonary Complications Using Transformers. CoRR Reza Shirkavand, Fei Zhang, Heng Huang
2021	J	`jnl`	Dementia Severity Classification under Small Sample Size and Weak Supervision in Thick Slice MRI. CoRR Reza Shirkavand, Sana Ayromlou, Soroush Farghadani, Maedeh-sadat Tahaei, Fattane Pourakpour, Bahareh Siahlou, Zeynab Khodakarami, Mohammad H. Rohban, Mansoor Fatehi, Hamid R. Rabiee