Garrett Gagnon

According to our database, Garrett Gagnon authored at least 6 papers between 2024 and 2026.

Collaborative distances:

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

2026

STARC: Selective Token Access with Remapping and Clustering for Efficient LLM Decoding on PIM Systems.

Zehao Fan, Yunzhen Liu, Garrett Gagnon, Zhenyu Liu, Yayue Hou, Hadjer Benmeziane, Kaoutar El Maghraoui, Liu Liu

Proceedings of the 31st ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2026

2025

Bandwidth-Efficient Adaptive Mixture-of-Experts via Low-Rank Compensation.

Zhenyu Liu, Yunzhen Liu, Zehao Fan, Garrett Gagnon, Yayue Hou, Nan Wu, Yangwook Kang, Liu Liu

CoRR, December, 2025

Sparse Attention Remapping with Clustering for Efficient LLM Decoding on PIM.

Zehao Fan, Garrett Gagnon, Zhenyu Liu, Liu Liu

CoRR, May, 2025

BitWeaver: Read-Time Truncation in Memory.

Garrett Gagnon, Srikanth Malla, Yangwook Kang, Liu Liu

Proceedings of the 39th ACM International Conference on Supercomputing, 2025

SAGE: Saliency-Aware Grouping for Efficient Mapping of LLMs on Analog Compute-in-Memory.

Yayue Hou, Zhenyu Liu, Garrett Gagnon, Hsinyu Tsai, Kaoutar El Maghraoui, Geoffrey W. Burr, Liu Liu

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2025

2024

Enhance DNN Adversarial Robustness and Efficiency via Injecting Noise to Non-Essential Neurons.

Zhenyu Liu, Garrett Gagnon, Swagath Venkataramani, Liu Liu

CoRR, 2024