Yeonsung Jung

PhD student, Korea Advanced Institute of Science and Technology

Joined

May 2021

Names

Yeonsung Jung (Preferred)

Emails

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

****@gmail.com (Confirmed)

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

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

PhD student

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

2020 – Present

MS student

Sung Kyun Kwan University (skku.ac.kr)

2018 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Eunho Yang

2020 – Present

Expertise

Self-Improving Agents

Present

Visual Reasoning in MLLMs

Present

Reliable AI

Present

Publications

Co-Evolving Agents: Learning from Failures as Hard Negatives
Yeonsung Jung, Trilok Padhi, Sina Shaham, Dipika Khullar, Joonhyun Jeong, Ninareh Mehrabi, Eunho Yang
- Submitted to ICLR 2026
- Readers: Everyone
Web Agents Are Still Greedy: Progress-Aware Action Generation and Selection via Meta-Plan
Joonhyun Jeong, Gilhyun Nam, Yeonsung Jung, Eunho Yang
- ICLR 2026 Conference Withdrawn Submission
- 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
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- ICLR 2025 Conference Withdrawn Submission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
Playing the Fool: Jailbreaking Large Language Models with Out-of-Distribution Strategies
Joonhyun Jeong, Seyun Bae, Yeonsung Jung, Jaeryong Hwang, Eunho Yang
- ICLR 2025 Conference Withdrawn Submission
- 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- ICLR 2025 Conference Withdrawn Submission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
A Simple Remedy for Dataset Bias via Self-Influence: A Mislabeled Sample Perspective
Yeonsung Jung, Jaeyun Song, June Yong Yang, Jin-Hwa Kim, Sung-Yub Kim, Eunho Yang
- NeurIPS 2024 poster
- Readers: Everyone
PruNeRF: Segment-Centric Dataset Pruning via 3D Spatial Consistency
Yeonsung Jung, Heecheol Yun, Joonhyung Park, Jin-Hwa Kim, Eunho Yang
- ICML 2024 Poster
- Readers: Everyone
Object-Centric Noise Filtering in Neural Radiance Fields via Influence Functions and Segmentation
Yeonsung Jung, Heecheol Yun, Jin-Hwa Kim, Eunho Yang
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Post-Training Recovery from Injected Bias with Self-Influence
Yeonsung Jung, Jaeyun Song, June Yong Yang, Jin-Hwa Kim, Sung-Yub Kim, Eunho Yang
- Submitted to ICLR 2024
- Readers: Everyone

View all 14 publications

Co-Authors

View all 29 co-authors