Wonjong Rhee

Full Professor, Seoul National University

Joined

October 2017

Names

Wonjong Rhee

Emails

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

Personal Links

Career & Education History

Full Professor

Seoul National University (snu.ac.kr)

2014 – Present

PhD student

Stanford University (stanford.edu)

1998 – 2002

MS student

Stanford University (stanford.edu)

1996 – 1998

Advisors, Relations & Conflicts

PhD Advisor

John M. Cioffi

1996 – 2002

Expertise

VLM

2022 – Present

Stable diffusion

2021 – Present

contrastive learning

2019 – Present

representation of deep learning models

2016 – Present

Information theory

1997 – Present

Publications

Multimodal Iterative RAG for Knowledge-Intensive Visual Question Answering
Changin Choi, Wonseok Lee, Jungmin Ko, Wonjong Rhee
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Soft Injection of Task Embeddings Outperforms Prompt-Based In-Context Learning
Jungwon Park, Wonjong Rhee
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Cross-Attention Head Position Patterns Can Align with Human Visual Concepts in Text-to-Image Generative Models
Jungwon Park, Jungmin Ko, Dongnam Byun, Jangwon Suh, Wonjong Rhee
- ICLR 2025 Poster
- Readers: Everyone
A Benchmark Suite for Evaluating Neural Mutual Information Estimators on Unstructured Datasets
Kyungeun Lee, Wonjong Rhee
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
LESS: LEARNING TO SELECT A STRUCTURED ARCHITECTURE OVER FILTER PRUNING AND LOW-RANK DECOMPOSITION
Moonjung Eo, Suhyun Kang, Wonjong Rhee
- PML4LRS Poster
- Readers: Everyone
Learning Forward Compatible Representation in Class Incremental Learning by Increasing Effective Rank
Jaeill Kim, Wonseok Lee, Moonjung Eo, Wonjong Rhee
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Meta-Learning with a Geometry-Adaptive Preconditioner
Suhyun Kang, Duhun Hwang, Moonjung Eo, Taesup Kim, Wonjong Rhee
- 2023 (modified: 17 Apr 2023)
- CoRR 2023
- Readers: Everyone
VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution
Jaeill Kim, Suhyun Kang, Duhun Hwang, Jungwook Shin, Wonjong Rhee
- 2023 (modified: 17 Apr 2023)
- CoRR 2023
- Readers: Everyone
DR.CPO: Diversified and Realistic 3D Augmentation via Iterative Construction, Random Placement, and HPR Occlusion
Jungwook Shin, Jaeill Kim, Kyungeun Lee, Hyunghun Cho, Wonjong Rhee
- 2023 (modified: 17 Apr 2023)
- CoRR 2023
- Readers: Everyone
Deep Learning Framework With Essential Pre-Processing Techniques for Improving Mixed-Gas Concentration Prediction
Moonjung Eo, Jeongyun Han, Wonjong Rhee
- 2023 (modified: 17 Apr 2023)
- IEEE Access 2023
- Readers: Everyone

View all 67 publications

Co-Authors

View all 76 co-authors