On-Device Neural Net Inference with Mobile GPUs. - Juhyun Lee; Nikolay Chirkov; Ekaterina Ignasheva; Yury Pisarchyk; Mogan Shieh; Fabio Riccardi; Raman Sarokin; Andrei Kulik; Matthias Grundmann (CoRR, 2019)

Efficient Heterogeneous Video Segmentation at the Edge. - Jamie Menjay Lin; Siargey Pisarchyk; Juhyun Lee; David Tian; Tingbo Hou; Karthik Raveendran; Raman Sarokin; George Sung; Trent Tolley; Matthias Grundmann (CoRR, 2022)

Speed Is All You Need: On-Device Acceleration of Large Diffusion Models via GPU-Aware Optimizations. - Yu-Hui Chen; Raman Sarokin; Juhyun Lee; Jiuqiang Tang; Chuo-Ling Chang; Andrei Kulik; Matthias Grundmann (CVPR Workshops, 2023)

Scaling On-Device GPU Inference for Large Generative Models. - Jiuqiang Tang; Raman Sarokin; Ekaterina Ignasheva; Grant Jensen; Lin Chen; Juhyun Lee; Andrei Kulik; Matthias Grundmann (CoRR, 2025)