Sylvia Howland

According to our database, Sylvia Howland authored at least 4 papers between 2024 and 2025.

Collaborative distances:

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

2025

MoE-Inference-Bench: Performance Evaluation of Mixture of Expert Large Language and Vision Models.

Krishna Teja Chitty-Venkata, Sylvia Howland, Golara Azar, Daria Soboleva, Natalia Vassilieva, Siddhisanket Raskar, Murali Emani, Venkatram Vishwanath

Proceedings of the SC '25 Workshops of the International Conference for High Performance Computing, 2025

2024

Toward a Holistic Performance Evaluation of Large Language Models Across Diverse AI Accelerators.

Murali Emani, Sam Foreman, Varuni Sastry, Zhen Xie, Siddhisanket Raskar, William Arnold, Rajeev Thakur, Venkatram Vishwanath, Michael E. Papka, Sanjif Shanmugavelu, Darshan Gandhi, Hengyu Zhao, Dun Ma, Kiran Ranganath, Rick Weisner, Jiunn-Yeu Chen, Yuting Yang, Natalia Vassilieva, Bin C. Zhang, Sylvia Howland, Alexander Tsyplikhin

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

Invertible Temper Modeling using Normalizing Flows and the Effects of Structure Preserving Loss.

Sylvia Howland, Keerti Sahithi Kappagantula, Henry Kvinge, Tegan Emerson

Proceedings of the Geometry-grounded Representation Learning and Generative Modeling Workshop (GRaM) at ICML 2024, 2024

WActiGrad: Structured Pruning for Efficient Finetuning and Inference of Large Language Models on AI Accelerators.

Krishna Teja Chitty-Venkata, Varuni Katti Sastry, Murali Emani, Venkatram Vishwanath, Sanjif Shanmugavelu, Sylvia Howland

Proceedings of the Euro-Par 2024: Parallel Processing, 2024