Alireza Ganjdanesh

According to our database, Alireza Ganjdanesh authored at least 11 papers between 2020 and 2025.

Collaborative distances:

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

2025

ToMoE: Converting Dense Large Language Models to Mixture-of-Experts through Dynamic Structural Pruning.

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

CoRR, January, 2025

2024

Not All Prompts Are Made Equal: Prompt-based Pruning of Text-to-Image Diffusion Models.

Alireza Ganjdanesh, Reza Shirkavand, Shangqian Gao, Heng Huang

CoRR, 2024

From Pixels to Prose: A Large Dataset of Dense Image Captions.

Vasu Singla, Kaiyu Yue, Sukriti Paul, Reza Shirkavand, Mayuka Jayawardhana, Alireza Ganjdanesh, Heng Huang, Abhinav Bhatele, Gowthami Somepalli, Tom Goldstein

CoRR, 2024

Mixture of Efficient Diffusion Experts Through Automatic Interval and Sub-network Selection.

Alireza Ganjdanesh, Yan Kang, Yuchen Liu, Richard Zhang, Zhe Lin, Heng Huang

Proceedings of the Computer Vision - ECCV 2024, 2024

Jointly Training and Pruning CNNs via Learnable Agent Guidance and Alignment.

Alireza Ganjdanesh, Shangqian Gao, Heng Huang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Compressing Image-to-Image Translation GANs Using Local Density Structures on Their Learned Manifold.

Alireza Ganjdanesh, Shangqian Gao, Hirad Alipanah, Heng Huang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

EffConv: Efficient Learning of Kernel Sizes for Convolution Layers of CNNs.

Alireza Ganjdanesh, Shangqian Gao, Heng Huang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Multimodal Genotype and Phenotype Data Integration to Improve Partial Data-Based Longitudinal Prediction.

Alireza Ganjdanesh, Jipeng Zhang, Sarah Yan, Wei Chen, Heng Huang

J. Comput. Biol., 2022

Multi-modal Genotype and Phenotype Mutual Learning to Enhance Single-Modal Input Based Longitudinal Outcome Prediction.

Alireza Ganjdanesh, Jipeng Zhang, Wei Chen, Heng Huang

Proceedings of the Research in Computational Molecular Biology, 2022

Interpretations Steered Network Pruning via Amortized Inferred Saliency Maps.

Alireza Ganjdanesh, Shangqian Gao, Heng Huang

Proceedings of the Computer Vision - ECCV 2022, 2022

2020

Predicting Potential Propensity of Adolescents to Drugs via New Semi-supervised Deep Ordinal Regression Model.

Alireza Ganjdanesh, Kamran Ghasedi, Liang Zhan, Weidong Cai, Heng Huang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020