Kim, Jaehyung

26 publications

ICLR 2026 Align to Misalign: Automatic LLM Jailbreak with Meta-Optimized LLM Judges Hamin Koo, Minseon Kim, Jaehyung Kim

ICLR 2026 Enhancing Instruction Following of LLMs via Activation Steering with Dynamic Rejection Minjae Kang, Jaehyung Kim

ICLR 2026 Prior-Based Noisy Text Data Filtering: Fast and Strong Alternative for Perplexity Yeongbin Seo, Gayoung Kim, Jaehyung Kim, Jinyoung Yeo

ICLR 2026 RPM: Reasoning-Level Personalization for Black-Box Large Language Models Jieyong Kim, Tongyoung Kim, SooJin Yoon, Jaehyung Kim, Dongha Lee

ICLR 2026 TiTok: Transfer Token-Level Knowledge via Contrastive Excess to Transplant LoRA ChanJoo Jung, Jaehyung Kim

NeurIPS 2025 Fast and Fluent Diffusion Language Models via Convolutional Decoding and Rejective Fine-Tuning Yeongbin Seo, Dongha Lee, Jaehyung Kim, Jinyoung Yeo

ICML 2025 ReVISE: Learning to Refine at Test-Time via Intrinsic Self-Verification Hyunseok Lee, Seunghyuk Oh, Jaehyung Kim, Jinwoo Shin, Jihoon Tack

ICLRW 2025 ReVISE: Learning to Refine at Test-Time via Intrinsic Self-Verification Hyunseok Lee, Seunghyuk Oh, Jihoon Tack, Jaehyung Kim, Jinwoo Shin

NeurIPS 2025 Robot-R1: Reinforcement Learning for Enhanced Embodied Reasoning in Robotics Dongyoung Kim, Sumin Park, Huiwon Jang, Jinwoo Shin, Jaehyung Kim, Younggyo Seo

ICLR 2025 Spread Preference Annotation: Direct Preference Judgment for Efficient LLM Alignment Dongyoung Kim, Kimin Lee, Jinwoo Shin, Jaehyung Kim

ICLR 2024 An Intuitive Multi-Frequency Feature Representation for SO(3)-Equivariant Networks Dongwon Son, Jaehyung Kim, Sanghyeon Son, Beomjoon Kim

NeurIPSW 2024 Chain-of-Thoughts for Molecular Understanding Yunhui Jang, Jaehyung Kim, Sungsoo Ahn

ICLR 2024 Hierarchical Context Merging: Better Long Context Understanding for Pre-Trained LLMs Woomin Song, Seunghyuk Oh, Sangwoo Mo, Jaehyung Kim, Sukmin Yun, Jung-Woo Ha, Jinwoo Shin

AAAI 2024 Meta-Crafting: Improved Detection of Out-of-Distributed Texts via Crafting Metadata Space (Student Abstract) Ryan Koo, Yekyung Kim, Dongyeop Kang, Jaehyung Kim

NeurIPS 2024 Online Adaptation of Language Models with a Memory of Amortized Contexts Jihoon Tack, Jaehyung Kim, Eric Mitchell, Jinwoo Shin, Yee Whye Teh, Jonathan Richard Schwarz

NeurIPS 2024 Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning Jaehyun Nam, Kyuyoung Kim, Seunghyuk Oh, Jihoon Tack, Jaehyung Kim, Jinwoo Shin

ICLR 2024 SuRe: Summarizing Retrievals Using Answer Candidates for Open-Domain QA of LLMs Jaehyung Kim, Jaehyun Nam, Sangwoo Mo, Jongjin Park, Sang-Woo Lee, Minjoon Seo, Jung-Woo Ha, Jinwoo Shin

AAAI 2023 Everyone's Voice Matters: Quantifying Annotation Disagreement Using Demographic Information Ruyuan Wan, Jaehyung Kim, Dongyeop Kang

ICML 2023 Prefer to Classify: Improving Text Classifiers via Auxiliary Preference Learning Jaehyung Kim, Jinwoo Shin, Dongyeop Kang

ICMLW 2023 Semi-Supervised Tabular Classification via In-Context Learning of Large Language Models Jaehyun Nam, Woomin Song, Seong Hyeon Park, Jihoon Tack, Sukmin Yun, Jaehyung Kim, Jinwoo Shin

CVPR 2022 Patch-Level Representation Learning for Self-Supervised Vision Transformers Sukmin Yun, Hankook Lee, Jaehyung Kim, Jinwoo Shin

ICLR 2022 Spread Spurious Attribute: Improving Worst-Group Accuracy with Spurious Attribute Estimation Junhyun Nam, Jaehyung Kim, Jaeho Lee, Jinwoo Shin

ICML 2022 Time Is MattEr: Temporal Self-Supervision for Video Transformers Sukmin Yun, Jaehyung Kim, Dongyoon Han, Hwanjun Song, Jung-Woo Ha, Jinwoo Shin

ICLR 2022 What Makes Better Augmentation Strategies? Augment Difficult but Not Too Different Jaehyung Kim, Dongyeop Kang, Sungsoo Ahn, Jinwoo Shin

NeurIPS 2020 Distribution Aligning Refinery of Pseudo-Label for Imbalanced Semi-Supervised Learning Jaehyung Kim, Youngbum Hur, Sejun Park, Eunho Yang, Sung Ju Hwang, Jinwoo Shin

CVPR 2020 M2m: Imbalanced Classification via Major-to-Minor Translation Jaehyung Kim, Jongheon Jeong, Jinwoo Shin