| 2026 | ICCSA | DeOP-Light: Analyzing the Fine-Tuning Paradox in CLIP Visual Encoder Compression for Open-Vocabulary Semantic Segmentation. | Junghun Kim, Jongpil Jeong |
| 2026 | WWW | Dual-level Reweighting for Positive-Unlabeled Graph Classification. | Junghun Kim, Shihyung Park, U Kang |
| 2025 | AAAI | Accurate Link Prediction for Edge-Incomplete Graphs via PU Learning. | Junghun Kim, Ka Hyun Park, Hoyoung Yoon, U Kang |
| 2025 | ICDM | PiGLeT: Probabilistic Message Passing for Semi-Supervised Link Sign Prediction. | Ka Hyun Park, Junghun Kim, Jinhong Jung, U Kang |
| 2025 | KDD | Accurate Graph-based Multi-Positive Unlabeled Learning via Disentangled Multi-view Feature Propagation. | Junghun Kim, Hoyoung Yoon, Ka Hyun Park, U Kang |
| 2024 | Interspeech | Domain-Aware Data Selection for Speech Classification via Meta-Reweighting. | Junghun Kim, Ka Hyun Park, Hoyoung Yoon, U Kang |
| 2024 | KDD | Fast and Accurate Domain Adaptation for Irregular Tensor Decomposition. | Junghun Kim, Ka Hyun Park, Jun-Gi Jang, U Kang |
| 2024 | PAKDD | Accurate Semi-supervised Automatic Speech Recognition via Multi-hypotheses-Based Curriculum Learning. | Junghun Kim, Ka Hyun Park, U Kang |
| 2022 | IJCNN | CMSBERT-CLR: Context-driven Modality Shifting BERT with Contrastive Learning for linguistic, visual, acoustic Representations. | Junghun Kim, Jihie Kim |
| 2022 | Interspeech | Improving Speech Emotion Recognition Through Focus and Calibration Attention Mechanisms. | Junghun Kim, Yoojin An, Jihie Kim |
| 2021 | ICDM | Accurate Graph-Based PU Learning without Class Prior. | Jaemin Yoo, Junghun Kim, Hoyoung Yoon, Geonsoo Kim, Changwon Jang, U Kang |
| 2015 | VISSOFT | SPIDER SENSE: Software-engineering, networked, system evaluation. | Nishaanth H. Reddy, Junghun Kim, Vijay Krishna Palepu, James A. Jones |