Members

Professor

Publication

(* indicates first author, † indicates corresponding author)

Selected Publications

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International Conferences

Hyeongju Mun*, In-Hwan Jin*, Sohyeong Kim, Kyeongbo Kong†, “LivingWorld: Interactive 4D World Generation with Environmental Dynamics”, ECCV, 2026. (Acceptance Rate: 27.5%)

Suwoong Yeom, Joonsik Nam, Seunggyu Choi, Lucas Yunkyu Lee, Sangmin Kim, Jaesik Park, Joonsoo Kim, Kugjin Yun, Kyeongbo Kong†, Suk-Ju Kang†, “TRiGS: Temporal Rigid-Body Motion for Scalable 4D Gaussian Splatting”, ECCV, 2026. (Acceptance Rate: 27.5%)

Changwoo Baek*, Kyeongbo Kong†, “3DZip: Spatial-Aware Feature Diversity-Guided Token Compression for 3D Question Answering”, ECCV, 2026. (Acceptance Rate: 27.5%)

Jouwon Song*, Woohyeong Kim, Kyeongbo Kong†, “Structured Redundancy Modeling for Efficient Visual Token Pruning in High-Resolution MLLMs”, ECCV, 2026. (Acceptance Rate: 27.5%)

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%)

Jouwon Song*, Sohyeon Kim*, Kyeongbo Kong†, “Uncertainty-Guided Graph Formulation via MWIS for Token Pruning in LVLMs”, CVPR Findings, 2026.

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%)

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%)

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%)

10.

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)

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International Journals

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).

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%)

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%)

Changwoo Baek*, Jou Won Song, Kyeongbo Kong† , “Unsupervised Knowledge Distillation via Local Representations for Vision-Language Models”, IEEE Signal Processing Letters, 2025.

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)

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)

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)

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)

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

Publication

Submitted

[S1] Anonymized Title Sunchan Park*, Beomkwon Cho*, Kyeongbo Kong†

International Journal Papers

[J3] Group-wise Layer Aggregation of Self-Supervised Representations for Speech Emotion Recognition Sunchan Park*, Hyung Soon Kim, Kyeongbo Kong† IEEE Signal Processing Letters, in press, 2026.

Sunchan Park

Ph.D Courses

JiAn Yang

Publication

Submitted

[J2] Embedding-Space Localization for Robust 3D TDOA Estimation Seong-Hun Jeong*, Hyeongju Mun, Dongho Kim, Youngik Choi, Kiin Kim, Hyosang Moon, Yonggi Hong and, Kyeongbo Kong†, (Submitted)

International Journal Papers

Seong-Hun Jeong

MS Courses

Publication

(* indicates first author, † indicates corresponding author)

International Conference Papers

[C4] Human Motion Aware Text-to-Video Generation with Explicit Camera Control Taehoon Kim*, Chanhee Kang*, Jaehyuk Park*, Daun Jeong*, ChangHee Yang*, Suk-Ju Kang†, Kyeongbo Kong†

WACV, Jan. 2024. (Second-tier AI conference)

Daun Jeong

Publication

(* indicates first author, † indicates corresponding author)

Submitted

[J1] On the Design of Mixture-of-Experts for Dynamic Gaussian Splatting In-Hwan Jin*, Hyeongju Mun*, Joonsoo Kim, Kugjin Yun, Kyeongbo Kong†

In-Hwan Jin

Publication

(* indicates first author, † indicates corresponding author)

Submitted

International Conference Papers

[C3] Human Motion Aware Text-to-Video Generation with Explicit Camera Control Taehoon Kim*, Chanhee Kang*, Jaehyuk Park*, Daun Jeong*, ChangHee Yang*, Suk-Ju Kang†, Kyeongbo Kong†

Taehoon Kim

Integrated BS-MS Courses

Publication

(*equally contributed, †corresponding author)

International Conference Papers

[C2] Changwoo Baek, Kyeongbo Kong†, “3DZip: Spatial-Aware Feature Diversity-Guided Token Compression for 3D Question Answering”, ECCV, 2026.

[W1] Changwoo Baek, Kyeongbo Kong†, “HYBRIDKV: Exploiting Head-Dominant Reconstruction for Efficient Query-Agnostic KV Cache Compression”, ICML Workshop AdaptFM, 2026.

Changwoo Baek

Publication

(* indicates first author, † indicates corresponding author)

Submitted

Seong-Hun Jeong*, Hyeongju Mun, Dongho Kim, Youngik Choi, Kiin Kim, Hyosang Moon, Yonggi Hong and, Kyeongbo Kong†, “Embedding-Space Localization for Robust 3D TDOA Estimation”, (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

[C3] LivingWorld: Interactive 4D World Generation with Environmental Dynamics Hyeongju Mun*, In-Hwan Jin*, Sohyeong Kim, Kyeongbo Kong† ECCV, 2026. (Top-tier AI Conference, Acceptance Rate: 27.5%) Paper Project Page

[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)

[C1] Generating 3D Gaussian Motion Fields for Dynamic Scene Video from Single Image Sohyeong Kim*, Hyeongju Mun*, In-Hwan Jin*, Kyeongbo Kong† ICEIC, 2026.

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 Beomkwon Cho*, Sunchan Park*, Kyeongbo Kong† ICMLW, 2026. (Top-tier AI conference workshop)

[C1] Video-Conditioned Hyperparameter Prediction for Audio-Visual Event Localization Beomkwon Cho*, Sunchan Park*, Kyeongbo Kong† ITC-CSCC, 2026.

Beomkwon Cho

Publication

(* indicates first author, † indicates corresponding author)

International Conference Papers

[C3] Structured Redundancy Modeling for Efficient Visual Token Pruning in High-Resolution MLLMs Jouwon Song*, Woohyeong Kim, Seungjae Baek, Kyeongbo Kong† European Conference on Computer Vision (ECCV), Sep. 2026. (Top-tier AI Conference, Acceptance Rate: 27.5%)

[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

Publication

(* indicates first author, † indicates corresponding author)

Submitted

[J1] Motion-to-Attention: Enhancing Attention Maps to Improve Performance of Text-Guided Video Editing Models Seong-Hun Jeong*, Inhwan Jin*, Haesoo Choo*, Hyunjun Na*, Kyeongbo Kong†

Haesoo Choo

Publication

Domestic Conference Papers

[C1] RF-DETR 기반 깊이 정보 활용 위장 객체 탐지 윤지원*, 정성훈, 공경보† 대한전자공학회 하계학술대회, June.2026

[C2] 위장 객체 탐지를 위한 경량 모델 성능 비교 연구 정성훈*, 윤지원, 공경보† 대한전자공학회 하계학술대회, June.2026

JiWon Yun

Publication

(* indicates first author, † indicates corresponding author)

International Conference Papers

[C1] Mitigating Visual Hallucinations for Reliable Multimodal Agents

Sohyeon Kim*, Sang Yeon Yoon, Kyeongbo Kong†

Sang Yeon Yoon

Publication

Junsu Kim