Juneyoung Park

38 papers A* 4A 1B 2Journal 21Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	LCSB: Layer-Cyclic Selective Backpropagation for Memory-Efficient On-Device LLM Fine-Tuning. CoRR Juneyoung Park, Eunbeen Yoon, Seongwan Kim, Jaeho Lee
2026	J	`jnl`	Memory-Efficient Structured Backpropagation for On-Device LLM Fine-Tuning. CoRR Juneyoung Park, Yuri Hong, Seongwan Kim, Jaeho Lee
2025	J	`jnl`	Reinforcement learning approach to develop variable speed limit strategy using vehicle data and simulations. J. Intell. Transp. Syst. Yunjong Kim, Kawon Kang, Nuri Park, Juneyoung Park, Cheol Oh
2025	A*	`conf`	Riemannian Geometric-based Meta Learning. AAAI Juneyoung Park, YuMi Lee, Tae-Joon Kim, Jang-Hwan Choi
2025	J	`jnl`	Riemannian Geometric-based Meta Learning. CoRR Juneyoung Park, YuMi Lee, Tae-Joon Kim, Jang-Hwan Choi
2025	—	`conf`	Riemannian Optimization for LoRA on the Stiefel Manifold. EMNLP (Findings) Juneyoung Park, Minjae Kang, Seongbae Lee, Haegang Lee, Seongwan Kim, Jaeho Lee
2025	J	`jnl`	Riemannian Optimization for LoRA on the Stiefel Manifold. CoRR Juneyoung Park, Minjae Kang, Seongbae Lee, Haegang Lee, Seongwan Kim, Jaeho Lee
2025	J	`jnl`	Traffic Crash Countermeasure Recommendations Using Deep Neural Network: A Decision Support Tool for Traffic Safety Engineer. IEEE Access Haneul Park, Jiyeon Kim, Minseok Kim, Jinsu Yoon, Kyeongseung Hwang, Juneyoung Park, Jaehyun So
2024	J	`jnl`	Deep Q-network learning-based active speed management under autonomous driving environments. Comput. Aided Civ. Infrastructure Eng. Kawon Kang, Nuri Park, Juneyoung Park, Mohamed A. Abdel-Aty
2024	J	`jnl`	EB-GAME: A Game-Changer in ECG Heartbeat Anomaly Detection. CoRR Juneyoung Park, Da Young Kim, Yunsoo Kim, Jisu Yoo, Tae Joon Kim
2024	J	`jnl`	Fast Adaptation with Kernel and Gradient based Meta Leaning. CoRR Juneyoung Park, Minjae Kang
2024	A*	`conf`	Skip-GANomaly++: Skip Connections and Residual Blocks for Anomaly Detection (Student Abstract). AAAI Juneyoung Park, Jae-Ryung Hong, Min-Hye Kim, Tae-Joon Kim
2023	—	`conf`	Accident analysis for Port Terminals using Heterogeneous XAI-informed Machine Learning Approach. ICKG Hyeonseo Kim, Nuri Park, Juneyoung Park, Ling Wang
2023	—	`conf`	OSA-NET : An Efficient Convolutional Neural Network for OSA Diagnosis Screening Tool. IPTA Juneyoung Park, Hye-Rim Shin, Tae-Joon Kim
2023	J	`jnl`	Towards Zero-Shot Functional Compositionality of Language Models. CoRR Hangyeol Yu, Myeongho Jeong, Jamin Shin, Hyeongdon Moon, Juneyoung Park, Seungtaek Choi
2022	J	`jnl`	Automated Evaluation for Student Argumentative Writing: A Survey. CoRR Xinyu Wang, Yohan Lee, Juneyoung Park
2022	—	`conf`	Dialogue Summaries as Dialogue States (DS2), Template-Guided Summarization for Few-shot Dialogue State Tracking. ACL (Findings) Jamin Shin, Hangyeol Yu, Hyeongdon Moon, Andrea Madotto, Juneyoung Park
2022	J	`jnl`	Dialogue Summaries as Dialogue States (DS2), Template-Guided Summarization for Few-shot Dialogue State Tracking. CoRR Jamin Shin, Hangyeol Yu, Hyeongdon Moon, Andrea Madotto, Juneyoung Park
2022	A*	`conf`	Evaluating the Knowledge Dependency of Questions. EMNLP Hyeongdon Moon, Yoonseok Yang, Hangyeol Yu, Seunghyun Lee, Myeongho Jeong, Juneyoung Park, Jamin Shin, Minsam Kim, Seungtaek Choi
2022	J	`jnl`	Evaluating the Knowledge Dependency of Questions. CoRR Hyeongdon Moon, Yoonseok Yang, Jamin Shin, Hangyeol Yu, Seunghyun Lee, Myeongho Jeong, Juneyoung Park, Minsam Kim, Seungtaek Choi
2022	—	`conf`	GRAM: Fast Fine-tuning of Pre-trained Language Models for Content-based Collaborative Filtering. NAACL-HLT Yoonseok Yang, Kyu Seok Kim, Minsam Kim, Juneyoung Park
2022	J	`jnl`	GRAM: Fast Fine-tuning of Pre-trained Language Models for Content-based Collaborative Filtering. CoRR Yoonseok Yang, Kyu Seok Kim, Minsam Kim, Juneyoung Park
2022	A*	`conf`	No Task Left Behind: Multi-Task Learning of Knowledge Tracing and Option Tracing for Better Student Assessment. AAAI Suyeong An, Junghoon Kim, Minsam Kim, Juneyoung Park
2022	J	`jnl`	No Task Left Behind: Multi-Task Learning of Knowledge Tracing and Option Tracing for Better Student Assessment. CoRR Suyeong An, Junghoon Kim, Minsam Kim, Juneyoung Park
2021	B	`conf`	Behavioral Testing of Deep Knowledge Tracing Models. EDM Minsam Kim, Yugeun Shim, Seewoo Lee, Hyunbin Loh, Juneyoung Park
2021	—	`conf`	Condensed Discriminative Question Set for Reliable Exam Score Prediction. AIED (2) Junghoon Kim, Jineon Baek, Chanyou Hwang, Chan Bae, Juneyoung Park
2021	J	`jnl`	Consistency and Monotonicity Regularization for Neural Knowledge Tracing. CoRR Seewoo Lee, Youngduck Choi, Juneyoung Park, Byungsoo Kim, Jinwoo Shin
2021	J	`jnl`	Evaluation and augmentation of traffic data including Bluetooth detection system on arterials. J. Intell. Transp. Syst. Yaobang Gong, Mohamed A. Abdel-Aty, Juneyoung Park
2021	J	`jnl`	Pedagogical Word Recommendation: A novel task and dataset on personalized vocabulary acquisition for L2 learners. CoRR Jamin Shin, Juneyoung Park
2021	A	`conf`	Recommendation for Effective Standardized Exam Preparation. LAK Hyunbin Loh, Dongmin Shin, Seewoo Lee, Jineon Baek, Chanyou Hwang, Youngnam Lee, Yeongmin Cha, Soonwoo Kwon, Juneyoung Park, Youngduck Choi
2021	B	`conf`	Tracing Knowledge for Tracing Dropouts: Multi-Task Training for Study Session Dropout Prediction. EDM Seewoo Lee, Kyu Seok Kim, Jamin Shin, Juneyoung Park
2019	J	`jnl`	Enhancing In-Vehicle Driving Assistance Information Under Connected Vehicle Environment. IEEE Trans. Intell. Transp. Syst. Juneyoung Park, Mohamed A. Abdel-Aty, Yina Wu, Ilaria Mattei
2019	J	`jnl`	GAMESIT: A gamified system for information technology training. Comput. Educ. Juneyoung Park, De Liu, Mun Yong Yi, Radhika Santhanam
2019	J	`jnl`	Learning to be better at the game: Performance vs. completion contingent reward for game-based learning. Comput. Educ. Juneyoung Park, Seunghyun Kim, Auk Kim, Mun Yong Yi
2017	—	`conf`	Developing a rear-end crash risk algorithm under fog conditions using real-time data. MT-ITS Yina Wu, Mohamed A. Abdel-Aty, Juneyoung Park
2016	—	`conf`	Graph-based retrieval model for semi-structured data. BigComp Juneyoung Park, Mun Yong Yi
2015	—	`conf`	Adaptive and multiple interest-aware user profiles for personalized search in folksonomy: A simple but effective graph-based profiling model. BigComp Keejun Han, Juneyoung Park, Mun Yong Yi
2015	—	`conf`	AppTrends: A graph-based mobile app recommendation system using usage history. BigComp Donghwan Bae, Keejun Han, Juneyoung Park, Mun Yong Yi