Metaoptimization on a Distributed System for Deep Reinforcement Learning. - Greg Heinrich; Iuri Frosio (MLHPC@SC, 2019)

Global Context Vision Transformers. - Ali Hatamizadeh; Hongxu Yin; Greg Heinrich; Jan Kautz; Pavlo Molchanov 001 (ICML, 2023)

AM-RADIO: Agglomerative Model - Reduce All Domains Into One. - Mike Ranzinger; Greg Heinrich; Jan Kautz; Pavlo Molchanov 001 (CoRR, 2023)

AM-RADIO: Agglomerative Vision Foundation Model Reduce All Domains Into One. - Mike Ranzinger; Greg Heinrich; Jan Kautz; Pavlo Molchanov 001 (CVPR, 2024)

FasterViT: Fast Vision Transformers with Hierarchical Attention. - Ali Hatamizadeh; Greg Heinrich; Hongxu Yin; Andrew Tao; José M. Álvarez 004; Jan Kautz; Pavlo Molchanov 001 (ICLR, 2024)

Flextron: Many-in-One Flexible Large Language Model. - Ruisi Cai; Saurav Muralidharan; Greg Heinrich; Hongxu Yin; Zhangyang Wang; Jan Kautz; Pavlo Molchanov 001 (ICML, 2024)

MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models. - Gongfan Fang; Hongxu Yin; Saurav Muralidharan; Greg Heinrich; Jeff Pool; Jan Kautz; Pavlo Molchanov 001; Xinchao Wang (NeurIPS, 2024)

A deeper look at depth pruning of LLMs. - Shoaib Ahmed Siddiqui; Xin Dong 009; Greg Heinrich; Thomas M. Breuel; Jan Kautz; David Krueger 001; Pavlo Molchanov 001 (CoRR, 2024)

PHI-S: Distribution Balancing for Label-Free Multi-Teacher Distillation. - Mike Ranzinger; Jon Barker; Greg Heinrich; Pavlo Molchanov 001; Bryan Catanzaro; Andrew Tao (CoRR, 2024)

VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge. - Vishwesh Nath; Wenqi Li 001; Dong Yang 005; Andriy Myronenko; Mingxin Zheng; Yao Lu 006; Zhijian Liu; Hongxu Yin; Yee Man Law; Yucheng Tang; Pengfei Guo; Can Zhao 001; et al. (CoRR, 2024)

RADIO Amplified: Improved Baselines for Agglomerative Vision Foundation Models. - Greg Heinrich; Mike Ranzinger; Hongxu Yin; Yao Lu 006; Jan Kautz; Andrew Tao; Bryan Catanzaro; Pavlo Molchanov 001 (CoRR, 2024)

RADIOv2.5: Improved Baselines for Agglomerative Vision Foundation Models. - Greg Heinrich; Mike Ranzinger; Hongxu Yin; Yao Lu 006; Jan Kautz; Andrew Tao; Bryan Catanzaro; Pavlo Molchanov 001 (CVPR, 2025)

VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge. - Vishwesh Nath; Wenqi Li 001; Dong Yang 005; Andriy Myronenko; Mingxin Zheng; Yao Lu 006; Zhijian Liu; Hongxu Yin; Yee Man Law; Yucheng Tang; Pengfei Guo; Can Zhao 001; et al. (CVPR, 2025)

FeatSharp: Your Vision Model Features, Sharper. - Mike Ranzinger; Greg Heinrich; Pavlo Molchanov 001; Jan Kautz; Bryan Catanzaro; Andrew Tao (CoRR, 2025)

Small Language Models are the Future of Agentic AI. - Peter Belcak; Greg Heinrich; Shizhe Diao; Yonggan Fu; Xin Dong 009; Saurav Muralidharan; Yingyan Celine Lin; Pavlo Molchanov 001 (CoRR, 2025)

Minifinetuning: Low-Data Generation Domain Adaptation through Corrective Self-Distillation. - Peter Belcak; Greg Heinrich; Jan Kautz; Pavlo Molchanov 001 (CoRR, 2025)