| 2026 | ACL | Bayesian Active Learning with Gaussian Processes Guided by LLM Relevance Scoring for Dense Passage Retrieval. | Junyoung Kim, Anton Korikov, Jiazhou Liang, Justin Cui, Yifan Simon Liu, Qianfeng Wen, Mark Zhao, Scott Sanner |
| 2026 | ACL | Multimodal Item Scoring for Natural Language Recommendation via Gaussian Process Regression with LLM Relevance Judgments. | Yifan Simon Liu, Qianfeng Wen, Jiazhou Liang, Mark Zhao, Justin Cui, Anton Korikov, Armin Toroghi, Junyoung Kim, Scott Sanner |
| 2026 | VR | Is Meshing Always Necessary? The Limited Impact of Rendering Fidelity on VR Spatial Perception. | Junyoung Kim, Jungyoon Kim, Kexin Zhu, Inhi Kim, Seunghee Park |
| 2025 | CIKM | Federated Continual Recommendation. | Jaehyung Lim, Wonbin Kweon, Woojoo Kim, Junyoung Kim, Seongjin Choi, Dongha Kim, Hwanjo Yu |
| 2025 | EMNLP | Transparent Reference-free Automated Evaluation of Open-Ended User Survey Responses. | Subin An, Yugyeong Ji, Junyoung Kim, Heejin Kook, Yang Lu, Josh Seltzer |
| 2025 | HRI | Low Impedance Rendering Toward Safe Human-Robot Interaction. | Wonbum Yun, Kiyoung Choi, Junyoung Kim, Sehoon Oh, Hyun-Joon Chung |
| 2025 | NAACL | Empowering Retrieval-based Conversational Recommendation with Contrasting User Preferences. | Heejin Kook, Junyoung Kim, Seongmin Park, Jongwuk Lee |
| 2025 | VTC | Synergistic Power Optimization in Satellite-Terrestrial Coexistence Networks Via Attention-Driven Deep Reinforcement Learning. | Junyoung Kim, Jaeyeol Lee, Jiseok Jang, Jae-Hyun Kim, Soyi Jung |
| 2025 | VLDB | A Data Aggregation Visualization System supported by Processing-in-Memory. | Junyoung Kim, Madhulika Balakumar, Kenneth Ross |
| 2025 | WiOpt | Optimized Handover Management for Reliable Connectivity in GEO-LEO Satellite Networks via Predictive Reinforcement Learning. | Huiyeon Jang, Junyoung Kim, Minsu Shin, In-Sop Cho, Soyi Jung |
| 2024 | CIKM | MARS: Matching Attribute-aware Representations for Text-based Sequential Recommendation. | Hyunsoo Kim, Junyoung Kim, Minjin Choi, Sunkyung Lee, Jongwuk Lee |
| 2024 | IROS | Evidential Semantic Mapping in Off-road Environments with Uncertainty-aware Bayesian Kernel Inference. | Junyoung Kim, Junwon Seo, Jihong Min |
| 2024 | VR | From 2D to 3D: Redesigning the Desktop Metaphor in Virtual Reality. | Mingzhu Cui, Junyoung Kim, Sangwon Lee |
| 2023 | DaMoN | AMULET: Adaptive Matrix-Multiplication-Like Tasks. | Junyoung Kim, Kenneth A. Ross, Eric Sedlar, Lukas Stadler |
| 2023 | VLDB | GAMUT: Matrix Multiplication-Like Tasks on GPUs. | Xincheng Xie, Junyoung Kim, Kenneth A. Ross |
| 2021 | CHI | ADIO: An Interactive Artifact Physically Representing the Intangible Digital Audiobook Listening Experience in Everyday Living Spaces. | Kyung-Ryong Lee, Beom Kim, Junyoung Kim, Hwajung Hong, Young-Woo Park |
| 2020 | HCI | A Study on Infographic Design of Door Dehumidifier. | Junyoung Kim, Eunchae Do, Dokshin Lim |
| 2019 | CVPR | CollaGAN: Collaborative GAN for Missing Image Data Imputation. | Dongwook Lee, Junyoung Kim, Won-Jin Moon, Jong Chul Ye |
| 2017 | ICRA | Wire-tension control using Compact Planetary geared Elastic Actuator. | Jihoo Kwak, Chan Lee, Junyoung Kim, Shinyoon Kim, Sehoon Oh |