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Members

Professor

Publication

(* indicates first author, † indicates corresponding author)

Selected Publications

•
International Conferences
1.
Taekoan Yoo*, Wonkyung Jung*, Kyunghun Kim*, Kyeongbo Kong†, “PADS-TAL: Padding-Annealed Diffusion Sampling in Text-Aware Latent Space for Robust and Diverse Text-to-Music Generation”, ICML, 2026. (Acceptance Rate: 26.6%)
2.
Jouwon Song*, Sohyeon Kim*, Kyeongbo Kong†, “Uncertainty-Guided Graph Formulation via MWIS for Token Pruning in LVLMs”, CVPR Findings, 2026.
3.
Changwoo Baek*, Jouwon Song*, Sohyeon Kim*, Kyeongbo Kong†, “AgilePruner: An Empirical Study of Attention and Diversity for Adaptive Visual Token Pruning in Large Vision-Language Models”, ICLR, 2026. (Acceptance Rate: 28%)
4.
In-Hwan Jin*, Hyeongju Mun*, Joonsoo Kim, Kugjin Yun, Kyeongbo Kong†, “MoE-GS: Mixture of Experts for Dynamic Gaussian Splatting”, ICLR, 2026. (Acceptance Rate: 28%)
5.
Inhwan Jin*, Haesoo Choo*, Seong-Hun Jeong, Heemoon Park, Junghwan Kim, Oh-joon Kwon, Kyeongbo Kong†, “Optimizing 4D Gaussians for Dynamic Scene Video from Single Landscape Images”, ICLR, 2025. (Acceptance Rate: 32.08%)
6.
Junho Park*, Kyeongbo Kong*, Suk-Ju Kang†, “AttentionHand: Text-driven Controllable Hand Image Generation for 3D Hand Reconstruction in the Wild”, ECCV, 2024. (Oral Presentation Acceptance Rate: 2.3%) (Oral)
7.
Hyunwoo Yu*, Yubin Cho*, Beoungwoo Kang*, Moon Seunghun*, Kyeongbo Kong*, Suk-Ju Kang†, “Embedding-Free Transformer with Inference Spatial Reduction for Efficient Semantic Segmentation”, ECCV, 2024. (Acceptance Rate: 27.9%)
8.
ChangHee Yang*, Chan Hee Kang*, Kyeongbo Kong*, Hanni Oh, Suk-Ju Kang†, “Person in Place: Generating Associative Skeleton-Guidance Maps for Human-Object Interaction Image Editing”, CVPR, 2024.(Acceptance Rate: 23.6%)
9.
ChangHee Yang*, Kyeongbo Kong*, Sung-Jun Min*, Geonho Cha, Ho-Deok Jang, Dongyoon Wee, Suk-Ju Kang†, "SEFD: Learning to Distill Complex Pose and Occlusion", ICCV, 2023. (Acceptance Rate: 26.8%)
10.
Jae-hun Shim*, Hyunwoo Yu*, Kyeongbo Kong*, Suk-Ju Kang†, "FeedFormer: Revisiting Transformer Decoder for Efficient Semantic Segmentation", AAAI, 2023. (Acceptance Rate: 19.6%)
•
International Journals
1.
Changwoo Baek*, Taehoon Kim*, Woojin Lee*, Jungkwan Son, Seoyoung Lee, Jiyoung Kim, Kyeongbo Kong†, “Target-Aware Change Detection for Efficient VLM Gating in Mobile Robots”, IEEE Robotics and Automation Letters (RA-L), 2026 (ICRA 2027 Presentation).
2.
Seong-Hun Jeong*, Inhwan Jin*, Haesoo Choo*, Hyunjun Na*, Kyeongbo Kong†, “Motion-to-Attention: Enhancing Attention Maps to Improve Performance of Text-Guided Video Editing”, ACM Transactions on Multimedia Computing, Communications, and Applications, 2026. (IF: 6.0, JCR 7.8%)
3.
Minseok Kang*, Jihyun Kim*, ChangHee Yang*, Kyeongbo Kong*, Suk-Ju Kang†, “Realistic Human Image Animation with Dynamic Camera Effects”, IEEE Transactions on Circuits and Systems for Video Technology, 2026. (IF: 11.1, JCR 2.7%)
4.
Changwoo Baek*, Jou Won Song, Kyeongbo Kong† , “Unsupervised Knowledge Distillation via Local Representations for Vision-Language Models”, IEEE Signal Processing Letters, 2025.
5.
Jihyun Kim*, Junho Park*, Kyeongbo Kong*, Suk-Ju Kang†, “Programmable-Room: Interactive Textured 3D Room Meshes Generation Empowered by Large Language Models”, IEEE Transactions on Multimedia, 2025. (IF: 8.182)
6.
Min-jung Shin*, Woojune Park*, Minji Cho*, Kyeongbo Kong*, Hosung Son, Joonsoo Kim, Kugjin Yun, Gwangsoon Lee, Suk-Ju Kang†, "MosaicMVS: Mosaic-based Omnidirectional Multi-view Stereo for Indoor Scenes", IEEE Transactions on Multimedia, 2024. (IF: 8.182)
7.
Sung-Jun Min*, Kyeongbo Kong*, Suk-Ju Kang†, "Out-of-Focus Image Deblurring for Mobile Display Vision Inspection", IEEE Transactions on Circuits and Systems for Video Technology, 2023. (IF: 5.859)
8.
Kyeongbo Kong*, Junggi Lee, Youngchul Kwak, Young-Rae Cho, Seong-Eun Kim, Woo-Jin Song†, "Penalty based Robust Learning with Noisy Labels", Neurocomputing, 2022. (IF: 5.719)
9.
Kyeongbo Kong*, Woo-Jin Song, Moonsik Min†, "Knowledge Distillation-aided End-to-End Learning for Linear Precoding in Multiuser MIMO Downlink Systems with Finite-Rate Feedback", IEEE Transactions on Vehicular Technology, 2021. (IF: 5.978)
10.
Kyeongbo Kong*, Seungjun Shin, Junggi Lee, Woo-Jin Song†, "How to Estimate Global Motion Non-Iteratively From a Coarsely Sampled Motion Vector Field", IEEE Transactions on Circuits and Systems for Video Technology, 2019. (IF: 4.133)
Kyeongbo Kong

Postdoctoral researcher

Ph.D Courses

MS Courses

Integrated BS-MS Courses

Publication

(*equally contributed, †corresponding author)

International Conference Papers

[W1] Changwoo Baek, Kyeongbo Kong†, “HYBRIDKV: Exploiting Head-Dominant Reconstruction for Efficient Query-Agnostic KV Cache Compression”, ICML Workshop AdaptFM, 2026.
[C1] Changwoo Baek*, Jouwon Song*, Sohyeon Kim*, Kyeongbo Kong†, “AgilePruner: An Empirical Study of Attention and Diversity for Adaptive Visual Token Pruning in Large Vision-Language Models”, ICLR, 2026.
Changwoo Baek

Publication

(* indicates first author, † indicates corresponding author)

Submitted

1.
Hyeongju Mun*, In-Hwan Jin*, Sohyeong Kim, Kyeongbo Kong†, “Anonymized Title”, (Submitted)
HyeongJu Mun

Publication

(* indicates first author, † indicates corresponding author)
[J1] 동적 이미지 합성을 위한 4D Gaussian Splatting 기법 비교 및 연구 동향
우민수*, 진인환*, 김준수, 윤국진, 공경보†
방송공학회논문지, 2025년 1월.
MinSoo Woo

Publication

(* indicates first author, † indicates corresponding author)

International Conference Papers

[C3] Uncertainty-Guided Graph Formulation via MWIS for Token Pruning in LVLMs
Jouwon Song*, Sohyeon Kim*, Kyeongbo Kong†
Sohyeon Kim

Publication

International Conference Papers

[C2] FluIDWorld: Fluid-like Interactive Dynamics for 4D Worlds
Hyeongju Mun*, In-Hwan Jin*, Sohyeong Kim, Kyeongbo Kong†
ICLRW 2026 (Top-tier AI conference workshop)
Sohyeong Kim

Publication

Jihoon Choi

Publication

(*equally contributed, †corresponding author)

International Conference Papers

[C2] Compositional Agentic Formulation Search for Open-Vocabulary Audio-Visual Event Localization Beomgwon Jo*, Sunchan Park*, Kyeongbo Kong† ICMLW, 2026. (Top-tier AI conference workshop)
[C1] Video-Conditioned Hyperparameter Prediction for Audio-Visual Event Localization Beomgwon Jo*, Sunchan Park*, Kyeongbo Kong† ITC-CSCC, 2026.
Beomgwon Jo

Publication

(* indicates first author, † indicates corresponding author)

International Conference Papers

[C2] SFPruner: Single-Forward Visual Token Subset Selection for Resource-Efficient Multimodal Foundation Model Inference Jouwon Song*, Woohyeong Kim, Seungjae Baek, Kyeongbo Kong† ICMLw, Jul.2026. (Top-tier AI conference Workshop)
Woo Hyeong Kim

Research Interns