Kang, Dongyeop

16 publications

AAAI 2025 Chain-of-Instructions: Compositional Instruction Tuning on Large Language Models Shirley Anugrah Hayati, Taehee Jung, Tristan Bodding-Long, Sudipta Kar, Abhinav Sethy, Joo-Kyung Kim, Dongyeop Kang

AAAI 2025 ISR-DPO: Aligning Large Multimodal Models for Videos by Iterative Self-Retrospective DPO Daechul Ahn, Yura Choi, San Kim, Youngjae Yu, Dongyeop Kang, Jonghyun Choi

ICLR 2025 Joint Reward and Policy Learning with Demonstrations and Human Feedback Improves Alignment Chenliang Li, Siliang Zeng, Zeyi Liao, Jiaxiang Li, Dongyeop Kang, Alfredo Garcia, Mingyi Hong

ICML 2025 RoSTE: An Efficient Quantization-Aware Supervised Fine-Tuning Approach for Large Language Models Quan Wei, Chung-Yiu Yau, Hoi To Wai, Yang Zhao, Dongyeop Kang, Youngsuk Park, Mingyi Hong

AAAI 2024 BBScore: A Brownian Bridge Based Metric for Assessing Text Coherence Zhecheng Sheng, Tianhao Zhang, Chen Jiang, Dongyeop Kang

ICLRW 2024 Confidence Calibration and Rationalization for LLMs via Multi-Agent Deliberation Ruixin Yang, Dheeraj Rajagopal, Shirley Anugrah Hayati, Bin Hu, Dongyeop Kang

NeurIPSW 2024 Learning Reward and Policy Jointly from Demonstration and Preference Improves Alignment Chenliang Li, Siliang Zeng, Zeyi Liao, Jiaxiang Li, Dongyeop Kang, Alfredo Garcia, Mingyi Hong

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

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

ICCV 2023 Story Visualization by Online Text Augmentation with Context Memory Daechul Ahn, Daneul Kim, Gwangmo Song, Seung Hwan Kim, Honglak Lee, Dongyeop Kang, Jonghyun Choi

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

NeurIPSW 2021 Understanding Out-of-Distribution: A Perspective of Data Dynamics Dyah Adila, Dongyeop Kang

ICCV 2021 Zero-Shot Natural Language Video Localization Jinwoo Nam, Daechul Ahn, Dongyeop Kang, Seong Jong Ha, Jonghyun Choi

AAAI 2018 Actionable Email Intent Modeling with Reparametrized RNNs Chu-Cheng Lin, Dongyeop Kang, Michael Gamon, Patrick Pantel

ECML-PKDD 2014 Hetero-Labeled LDA: A Partially Supervised Topic Model with Heterogeneous Labels Dongyeop Kang, Youngja Park, Suresh Chari