Shirkavand, Reza
- From Pixels to Prose: A Large Dataset of Dense Image Captions
2024/06/14 by Singla, Vasu, Yue, Kaiyu, Paul, Sukriti +7 · 7 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Not All Prompts Are Made Equal: Prompt-based Pruning of Text-to-Image Diffusion Models
2024/06/17 by Ganjdanesh, Alireza, Shirkavand, Reza, Gao, Shangqian +1 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Deep Prompt Tuning for Graph Transformers
2023/09/18 by Reza Shirkavand, Shirkavand, Reza, Heng Huang +1 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Online Learning and Analytics
- ToMoE: Converting Dense Large Language Models to Mixture-of-Experts through Dynamic Structural Pruning
2025/01/25 by Gao, Shangqian, Hua, Ting, Shirkavand, Reza +10 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Efficient Fine-Tuning and Concept Suppression for Pruned Diffusion Models
2024/12/19 by Shirkavand, Reza, Yu, Peiran, Gao, Shangqian +3 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- ARGUS: Hallucination and Omission Evaluation in Video-LLMs
2025/06/09 by Rawal, Ruchit, Shirkavand, Reza, Huang, Heng +2 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Prediction of Post-Operative Renal and Pulmonary Complications Using Transformers
2023/06/01 by Shirkavand, Reza, Zhang, Fei, Huang, Heng · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Incomplete Multimodal Learning for Complex Brain Disorders Prediction
2023/05/25 by Reza Shirkavand, Liang Zhan, Shirkavand, Reza +7 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Bioinformatics and Genomic Networks #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning in Healthcare #Neurons and Cognition (q-bio.NC) #electronic engineering #information engineering
- Bilevel ZOFO: Efficient LLM Fine-Tuning and Meta-Training
2025/02/05 by Reza Shirkavand, Peng Yu, Shirkavand, Reza +5 · 3 citations
Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Magnetic confinement fusion research
- Cost-Aware Contrastive Routing for LLMs
2025/08/17 by Reza Shirkavand, Shangqian Gao, Shirkavand, Reza +5 · 3 citations
Computer Science · Engineering · #Advanced Optical Network Technologies #Caching and Content Delivery #FOS: Computer and information sciences #Machine Learning (cs.LG) #Peer-to-Peer Network Technologies