OpenReview
.net
OpenReview
.net
Login
OpenReview
.net
Login
Juntae Lee
Researcher, AI Research, Qualcomm Inc, QualComm
Joined
July 2019
Names
Juntae Lee
(Preferred)
,
Jun-Tae Lee
Emails
****@mcl.korea.ac.kr
(Confirmed)
,
****@qti.qualcomm.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Researcher
AI Research,
Qualcomm Inc, QualComm
(qti.qualcomm.com)
2020
–
Present
engineer
R&D,
Samsung Electronics
(samsung.com)
2019
–
2020
PhD student
Korea University
(korea.ac.kr)
2013
–
2019
Advisors, Relations & Conflicts
PhD Advisor
chang-su kim
Present
Expertise
large language model
,
retrieval augmented generation
2024
–
Present
class-incremental learning
2022
–
2025
action recognition
,
action localization
,
multi-modal learning
2020
–
2023
personalization
,
few-shot learning
,
open-set recognition
2020
–
2023
semantic line detection
,
image aesthetics
,
photographic composition
2016
–
2019
Publications
Think Straight, Stop Smart: Structured Reasoning for Efficient Multi-Hop RAG
Jihwan Bang
,
Juntae Lee
,
Seunghan Yang
,
Sungha Choi
NeurIPS 2025 ER Workshop
Readers:
Everyone
Unlocking Transfer Learning for Open-World Few-Shot Recognition
Byeonggeun Kim
,
Juntae Lee
,
Kyuhong Shim
,
Simyung Chang
NeurIPS 2025 - Reliable ML Workshop
Readers:
Everyone
Scalable Weight Reparametrization for Efficient Transfer Learning
Byeonggeun Kim
,
Jun-Tae Lee
,
Seunghan Yang
,
Simyung Chang
Published: 01 Jan 2023, Last Modified: 10 Nov 2023
ICASSP 2023
Readers:
Everyone
Scalable Weight Reparametrization for Efficient Transfer Learning
Byeonggeun Kim
,
Jun-Tae Lee
,
Seunghan Yang
,
Simyung Chang
Published: 01 Jan 2023, Last Modified: 12 Nov 2023
CoRR 2023
Readers:
Everyone
DCAPS: Dual Cross-Attention Coupled with Stabilizer for Few-Shot Common Action Localization
Jun-Tae Lee
,
Mihir Jain
,
Sungrack Yun
Published: 01 Feb 2023, Last Modified: 13 Feb 2023
ICLR 2023 Conference Withdrawn Submission
Readers:
Everyone
Multi-Head Modularization to Leverage Generalization Capability in Multi-Modal Networks
Jun-Tae Lee
,
Hyunsin Park
,
Sungrack Yun
,
Simyung Chang
2022 (modified: 01 Nov 2022)
AAAI 2022
Readers:
Everyone
Leaky Gated Cross-Attention for Weakly Supervised Multi-Modal Temporal Action Localization
Jun-Tae Lee
,
Sungrack Yun
,
Mihir Jain
2022 (modified: 01 Nov 2022)
WACV 2022
Readers:
Everyone
Semantic Line Detection Using Mirror Attention and Comparative Ranking and Matching
Dongkwon Jin
,
Jun-Tae Lee
,
Chang-Su Kim
2022 (modified: 07 Nov 2022)
CoRR 2022
Readers:
Everyone
The Comparison of Photocurrent and Luminance Degradation to Estimate the Lifetime of OLED
Jun-Tae Lee
,
Yo-Min Choi
,
Sang-Dae Kim
Published: 01 Jan 2022, Last Modified: 12 Nov 2023
ICSRS 2022
Readers:
Everyone
Towards Robust Domain Generalization in 2D Neural Audio Processing
Byeonggeun Kim
,
Seunghan Yang
,
Jangho Kim
,
Hyunsin Park
,
Jun-Tae Lee
,
Simyung Chang
29 Sept 2021 (modified: 13 Feb 2023)
ICLR 2022 Conference Withdrawn Submission
Readers:
Everyone
View all 22 publications
Co-Authors
Byeonggeun Kim
Chang-Su Kim
Chul Lee
Chulwoo Lee
Dongkwon Jin
Fatih Porikli
Han-Ul Kim
Hanul Kim
Hyoungwoo Park
Hyunsin Park
Jae-Kyun Ahn
Jae-Young Sim
Jangho Kim
Jihwan Bang
Keunsoo Ko
Kyuhong Shim
Kyung-Rae Kim
Mihir Jain
Sang-Dae Kim
Seunghan Yang
Simyung Chang
Sungha Choi
Sungrack Yun
Won-Dong Jang
Yo-Min Choi