Hyunsei Lee

13 papers A* 4A 4B 3C 1Journal 1
YearRankTypeTitle / Venue / Authors
2026 A conf
Million-Scale Text-to-Video Retrieval with Hyperdimensional Computing.
EuroSys
Hyunsei Lee, Jaewoo Gwak, Shinhyoung Jang, Junyoung Lee, Yeseong Kim
2025 B conf
Bit-Level Semantics: Scalable RAG Retrieval with Neurosymbolic Hyperdimensional Computing.
PACT
Hyunsei Lee, Shinhyoung Jang, Jaewoo Gwak, Jongho Park, Yeseong Kim
2025 A* conf
Hyperdimensional Computing-Based Federated Learning in Mobile Robots Through Synthetic Oversampling.
ICRA
Hyunsei Lee, Woongjae Han, Hojeong Kim, Hyukjun Kwon, Shinhyoung Jang, Ilhong Suh, Yeseong Kim
2025 A conf
Late Breaking Results: Hyperdimensional Regression with Fine-Grained and Scalable Confidence-Based Learning.
DATE
Jiseung Kim, Hyunsei Lee, Tajana Rosing, Mohsen Imani, Yeseong Kim
2025 B conf
PersonalizedHD: Hyperdimensional Online Learning with Scalable Personalization and Memory-Efficient Replay.
IEEE Big Data
Shinhyoung Jang, Junyoung Lee, Seohyun Kim, Hyunsei Lee, Ilhong Suh, Yeseong Kim
2024 J jnl
Advancing Hyperdimensional Computing Based on Trainable Encoding and Adaptive Training for Efficient and Accurate Learning.
ACM Trans. Design Autom. Electr. Syst.
Jiseung Kim, Hyunsei Lee, Mohsen Imani, Yeseong Kim
2024 A* conf
Brain-Inspired Hyperdimensional Computing in the Wild: Lightweight Symbolic Learning for Sensorimotor Controls of Wheeled Robots.
ICRA
Hyukjun Kwon, Kangwon Kim, Junyoung Lee, Hyunsei Lee, Jiseung Kim, Jinhyung Kim, TaeHyung Kim, Yongnyeon Kim, Yang Ni, Mohsen Imani, Ilhong Suh, Yeseong Kim
2024 C conf
Efficient Forward-Only Training for Brain-Inspired Hyperdimensional Computing.
ICCD
Hyunsei Lee, Jiseung Kim, Seohyun Kim, Hyukjun Kwon, Mohsen Imani, Ilhong Suh, Yeseong Kim
2024 A conf
Towards Forward-Only Learning for Hyperdimensional Computing.
DATE
Hyunsei Lee, Hyukjun Kwon, Jiseung Kim, Seohyun Kim, Mohsen Imani, Yeseong Kim
2023 A* conf
Comprehensive Integration of Hyperdimensional Computing with Deep Learning towards Neuro-Symbolic AI.
DAC
Hyunsei Lee, Jiseung Kim, Hanning Chen, Ariela Zeira, Narayan Srinivasa, Mohsen Imani, Yeseong Kim
2023 A conf
Efficient Hyperdimensional Learning with Trainable, Quantizable, and Holistic Data Representation.
DATE
Jiseung Kim, Hyunsei Lee, Mohsen Imani, Yeseong Kim
2022 A* conf
Neural computation for robust and holographic face detection.
DAC
Mohsen Imani, Ali Zakeri, Hanning Chen, Taehyun Kim, Prathyush Poduval, Hyunsei Lee, Yeseong Kim, Elaheh Sadredini, Farhad Imani
2021 B conf
Efficient Brain-Inspired Hyperdimensional Learning with Spatiotemporal Structured Data.
MASCOTS
Jiseung Kim, Hyunsei Lee, Mohsen Imani, Yeseong Kim