Ganjdanesh, Alireza

7 publications

TMLR 2026 ToMoE: Converting Dense Large Language Models to Mixture-of-Experts Through Dynamic Structural Pruning 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

ICLR 2025 Not All Prompts Are Made Equal: Prompt-Based Pruning of Text-to-Image Diffusion Models Alireza Ganjdanesh, Reza Shirkavand, Shangqian Gao, Heng Huang

AAAI 2024 Compressing Image-to-Image Translation GANs Using Local Density Structures on Their Learned Manifold Alireza Ganjdanesh, Shangqian Gao, Hirad Alipanah, Heng Huang

CVPR 2024 Jointly Training and Pruning CNNs via Learnable Agent Guidance and Alignment Alireza Ganjdanesh, Shangqian Gao, Heng Huang

ECCV 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

AAAI 2023 EffConv: Efficient Learning of Kernel Sizes for Convolution Layers of CNNs Alireza Ganjdanesh, Shangqian Gao, Heng Huang

ECCV 2022 Interpretations Steered Network Pruning via Amortized Inferred Saliency Maps Alireza Ganjdanesh, Shangqian Gao, Heng Huang