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zhenghao zhao zhenghao zhao bio i am currently a ph d candidate in computer science at the university of illinois chicago uic guided by prof yan yan my research focuses on data centric machine learning with interests in dataset distillation synthetic data generation and data selection for llms my work has been published in top tier conferences such as cvpr iccv eccv and neurips covering topics like dataset distillation for image and multimodal datasets synthetic dataset generation and algorithm for data selection i interned at argonne national laboratory in 2023 and 2025 in 2023 i studied the performance of distributed training frameworks such as pytorch ddp horovod and deepspeed in 2025 i returned to argonne to work on llm training on high performance computing hpc platforms where i conducted a comparative study of deepspeed torchtitan and fsdp for scalable optimization before ph d i received my m s in computer science from the illinois institute of technology iit and a b s in computer science and engineering from nanjing university of post and telecommunications njupt email cv google scholar linkedin github news 2026 05 begin my internship at amazon 2026 02 our paper consistent instance field for dynamic scene understanding accepted to cvpr 2026 2025 12 first author paper distill video datasets into images is now available on arxiv 2025 09 first author paper efficient multimodal dataset distillation via generative models accepted to neurips 2025 2025 06 our paper cao 2 rectifying inconsistencies in diffusion based dataset distillation accepted to iccv 2025 2025 06 serving as a local chair at icmr 2025 2025 06 invited to give lightning talk at mmls 2025 2025 05 begin my internship at argonne national laboratory 2025 02 first author paper distilling long tailed datasets accepted to cvpr 2025 2024 10 our paper ssdl sensor to skeleton diffusion model with lipschitz regularization for human activity recognition accepted to mmm 2025 2024 07 first author paper dataset quantization with active learning based adaptive sampling accepted to eccv 2024 2024 06 first author paper audio visual navigation with anti backtracking accepted to icpr 2024 2024 04 first author paper monocular expressive 3d human reconstruction of multiple people accepted to icmr 2024 oral 2024 02 first author paper gated multi scale attention transformer for few shot medical image segmentation accepted to isbi 2024 2023 12 first author paper supplementing missing visions via dialog for scene graph generations accepted to icassp 2024 2023 12 first author paper machine learning enabled multiplex detection of periodontal pathogens by surface enhanced raman spectroscopy accepted to the journal international journal of biological macromolecules work experience amazon applied scientist intern may 2026 aug 2026 santa cruz california united states argonne national laboratory research intern research on llm training on hpc platforms may 2025 aug 2025 lemont illinois united states argonne national laboratory research intern research on distributed training frameworks may 2023 aug 2023 lemont illinois united states publications distill video datasets into images zhenghao zhao haoxuan wang kai wang yuzhang shang yuan hong yan yan pdf efficient multimodal dataset distillation via generative models zhenghao zhao haoxuan wang junyi wu yuzhang shang gaowen liu yan yan neural information processing systems neurips 2025 pdf code distilling long tailed datasets zhenghao zhao haoxuan wang yuzhang shang kai wang yan yan computer vision and pattern recognition cvpr 2025 pdf code dataset quantization with active learning based adaptive sampling zhenghao zhao yuzhang shang junyi wu yan yan european conference on computer vision eccv 2024 pdf monocular expressive 3d human reconstruction of multiple people zhenghao zhao hao tang joy wan yan yan international conference on multimedia retrieval icmr 2024 pdf audio visual navigation with anti backtracking zhenghao zhao hao tang yan yan international conference on pattern recognition icpr 2024 pdf supplementing missing visions via dialog for scene graph generations zhenghao zhao ye zhu xiaoguang zhu yuzhang shang yan yan international conference on acoustics speech and signal processing icassp 2024 pdf gated multi scale attention transformer for few shot medical image segmentation zhenghao zhao hao ding dawen cai yan yan ieee international symposium on biomedical imaging isbi 2024 pdf machine learning enabled multiplex detection of periodontal pathogens by surface enhanced raman spectroscopy rathnayake ac rathnayake zhenghao zhao nathan mclaughlin wei li yan yan liaohai l chen qian xie christine d wu mathew t mathew rong r wang international journal of biological macromolecules 2024 pdf copyright 2024 zhenghao zhao 赵政豪