June Yong Yang

Researcher, LG AI Research

Joined

September 2020

Names

June Yong Yang (Preferred)

Emails

****@kaist.ac.kr (Confirmed)

****@gmail.com (Confirmed)

****@lgresearch.ai (Confirmed)

Personal Links

Career & Education History

Researcher

LG AI Research (lgresearch.ai)

2025 – Present

PhD student

Korea Advanced Institute of Science and Technology (kaist.ac.kr)

2019 – 2025

MS student

Korea Advanced Institute of Science & Technology (kaist.ac.kr)

2017 – 2019

Undergrad student

Korea Advanced Institute of Science and Technology (kaist.ac.kr)

2011 – 2017

Advisors, Relations & Conflicts

PhD Advisor

Eunho Yang

2017 – Present

Expertise

vision language modelling

language modelling

2022 – Present

explainable ai

interpretability

deep learning

2020 – Present

neural network compression

deep learning

2019 – Present

Publications

LFQ: Logit-aware Final-block Quantization for Boosting the Generation Quality of Low-Bit Quantized LLMs
Jung Hyun Lee, June Yong Yang, Jungwook Choi, Eunho Yang
- Submitted to ICLR 2026
- Readers: Everyone
PANORAMA: A Dataset and Benchmarks Capturing Decision Trails and Rationales in Patent Examination
Hyunseung Lim, Sooyohn Nam, Sungmin Na, Ji Yong Cho, June Yong Yang, Hyungyu Shin, Yoonjoo Lee, Juho Kim, Moontae Lee, Hwajung Hong
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
LANTERN: Accelerating Visual Autoregressive Models with Relaxed Speculative Decoding
Doohyuk Jang, Sihwan Park, June Yong Yang, Yeonsung Jung, Jihun Yun, Souvik Kundu, Sung-Yub Kim, Eunho Yang
- ICLR 2025 Poster
- Readers: Everyone
Token-Supervised Value Models for Enhancing Mathematical Problem-Solving Capabilities of Large Language Models
Jung Hyun Lee, June Yong Yang, Byeongho Heo, Dongyoon Han, Kyungsu Kim, Eunho Yang, Kang Min Yoo
- ICLR 2025 Poster
- Readers: Everyone
MeZO-A$^{3}$dam: Memory-efficient Zeroth-order Adam with Adaptivity Adjustments for Fine-tuning LLMs
Sihwan Park, Jihun Yun, Sung-Yub Kim, June Yong Yang, Yeonsung Jung, Souvik Kundu, Kyungsu Kim, Eunho Yang
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Don’t Discard, but Keep It Small: Context-Preserving KV Cache Compression with Importance-Aware Adaptive Precision
June Yong Yang, Byeongwook Kim, Jeongin Bae, Gunho Park, Beomseok Kwon, Eunho Yang, Se Jung Kwon, Dongsoo Lee
- Submitted to ICLR 2025
- Readers: Everyone
Unleashing the Potential of Text-attributed Graphs: Automatic Relation Decomposition via Large Language Models
Hyunjin Seo, Taewon Kim, June Yong Yang, Eunho Yang
- Submitted to ICLR 2025
- Readers: Everyone
Augmentation-Driven Metric for Balancing Preservation and Modification in Text-Guided Image Editing
Yoonjeon Kim, Soohyun Ryu, Yeonsung Jung, Hyunkoo Lee, Joowon Kim, June Yong Yang, Jaeryong Hwang, Eunho Yang
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
AdapTable: Test-Time Adaptation for Tabular Data via Shift-Aware Uncertainty Calibrator and Label Distribution Handler
Changhun Kim, Taewon Kim, Seungyeon Woo, June Yong Yang, Eunho Yang
- TRL @ NeurIPS 2024 Poster
- Readers: Everyone
Unleashing the Potential of Text-attributed Graphs: Automatic Relation Decomposition via Large Language Models
Hyunjin Seo, Taewon Kim, June Yong Yang, Eunho Yang
- ArXiv
- Readers: Everyone

View all 29 publications

Co-Authors

View all 52 co-authors