Ilhong Suh

According to our database, Ilhong Suh authored at least 6 papers between 2024 and 2026.

Collaborative distances:

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

2026

GlowQ: Group-Shared LOw-Rank Approximation for Quantized LLMs.

Selim An, Ilhong Suh, Yeseong Kim

CoRR, March, 2026

2025

Hyperdimensional Computing-Based Federated Learning in Mobile Robots Through Synthetic Oversampling.

Hyunsei Lee, Woongjae Han, Hojeong Kim, Hyukjun Kwon, Shinhyoung Jang, Ilhong Suh, Yeseong Kim

Proceedings of the IEEE International Conference on Robotics and Automation, 2025

Late Breaking Results: Dynamically Scalable Pruning for Transformer-Based Large Language Models.

Junyoung Lee, Shinhyoung Jang, Seohyun Kim, Jongho Park, Ilhong Suh, Hoon Sung Chwa, Yeseong Kim

Proceedings of the Design, Automation & Test in Europe Conference, 2025

PersonalizedHD: Hyperdimensional Online Learning with Scalable Personalization and Memory-Efficient Replay.

Shinhyoung Jang, Junyoung Lee, Seohyun Kim, Hyunsei Lee, Ilhong Suh, Yeseong Kim

Proceedings of the IEEE International Conference on Big Data, 2025

2024

Brain-Inspired Hyperdimensional Computing in the Wild: Lightweight Symbolic Learning for Sensorimotor Controls of Wheeled Robots.

Hyukjun Kwon, Kangwon Kim, Junyoung Lee, Hyunsei Lee, Jiseung Kim, Jinhyung Kim, Taehyung Kim, Yongnyeon Kim, Yang Ni, Mohsen Imani, Ilhong Suh, Yeseong Kim

Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Efficient Forward-Only Training for Brain-Inspired Hyperdimensional Computing.

Hyunsei Lee, Jiseung Kim, Seohyun Kim, Hyukjun Kwon, Mohsen Imani, Ilhong Suh, Yeseong Kim

Proceedings of the 42nd IEEE International Conference on Computer Design, 2024