| 2025 | Revisiting Random Walks for Learning on Graphs. | Jinwoo Kim, Olga Zaghen, Ayhan Suleymanzade, Youngmin Ryou, Seunghoon Hong |
| 2025 | ViSAGe: Video-to-Spatial Audio Generation. | Jaeyeon Kim, Heeseung Yun, Gunhee Kim |
| 2025 | Weakly Supervised Video Scene Graph Generation via Natural Language Supervision. | Kibum Kim, Kanghoon Yoon, Yeonjun In, Jaehyeong Jeon, Jinyoung Moon, Donghyun Kim, Chanyoung Park |
| 2025 | Difference-of-submodular Bregman Divergence. | Masanari Kimura, Takahiro Kawashima, Tasuku Soma, Hideitsu Hino |
| 2025 | Guaranteed Generation from Large Language Models. | Minbeom Kim, Thibaut Thonet, Jos Rozen, Hwaran Lee, Kyomin Jung, Marc Dymetman |
| 2025 | REBIND: Enhancing Ground-state Molecular Conformation Prediction via Force-Based Graph Rewiring. | Taewon Kim, Hyunjin Seo, Sungsoo Ahn, Eunho Yang |
| 2025 | Transformers Provably Solve Parity Efficiently with Chain of Thought. | Juno Kim, Taiji Suzuki |
| 2025 | PFGuard: A Generative Framework with Privacy and Fairness Safeguards. | Soyeon Kim, Yuji Roh, Geon Heo, Steven Euijong Whang |
| 2025 | PPT: Patch Order Do Matters In Time Series Pretext Task. | Jaeho Kim, Kwangryeol Park, Sukmin Yun, Seulki Lee |
| 2025 | Regularization by Texts for Latent Diffusion Inverse Solvers. | Jeongsol Kim, Geon Yeong Park, Hyungjin Chung, Jong Chul Ye |
| 2025 | Dynamic Assortment Selection and Pricing with Censored Preference Feedback. | Jung-hun Kim, Min-hwan Oh |
| 2025 | ADAM Optimization with Adaptive Batch Selection. | Gyu-Yeol Kim, Min-hwan Oh |
| 2025 | Parameter Expanded Stochastic Gradient Markov Chain Monte Carlo. | Hyunsu Kim, Giung Nam, Chulhee Yun, Hongseok Yang, Juho Lee |
| 2025 | Exploring The Loss Landscape Of Regularized Neural Networks Via Convex Duality. | Sungyoon Kim, Aaron Mishkin, Mert Pilanci |
| 2025 | Optimality and Adaptivity of Deep Neural Features for Instrumental Variable Regression. | Juno Kim, Dimitri Meunier, Arthur Gretton, Taiji Suzuki, Zhu Li |
| 2025 | DreamCatalyst: Fast and High-Quality 3D Editing via Controlling Editability and Identity Preservation. | Jiwook Kim, Seonho Lee, Jaeyo Shin, Jiho Choi, Hyunjung Shim |
| 2025 | Spread Preference Annotation: Direct Preference Judgment for Efficient LLM Alignment. | Dongyoung Kim, Kimin Lee, Jinwoo Shin, Jaehyung Kim |
| 2025 | Diffusion Bridge AutoEncoders for Unsupervised Representation Learning. | Yeongmin Kim, Kwanghyeon Lee, Minsang Park, Byeonghu Na, Il-Chul Moon |
| 2025 | Controllable Blur Data Augmentation Using 3D-Aware Motion Estimation. | Insoo Kim, Hana Lee, Hyong-Euk Lee, Jinwoo Shin |
| 2025 | Reflexive Guidance: Improving OoDD in Vision-Language Models via Self-Guided Image-Adaptive Concept Generation. | Jihyo Kim, Seulbi Lee, Sangheum Hwang |
| 2025 | Knowledge Entropy Decay during Language Model Pretraining Hinders New Knowledge Acquisition. | Jiyeon Kim, Hyunji Lee, Hyowon Cho, Joel Jang, Hyeonbin Hwang, Seungpil Won, Youbin Ahn, Dohaeng Lee, Minjoon Seo |
| 2025 | Test-time Alignment of Diffusion Models without Reward Over-optimization. | Sunwoo Kim, Minkyu Kim, Dongmin Park |
| 2025 | Generalized Consistency Trajectory Models for Image Manipulation. | Beomsu Kim, Jaemin Kim, Jeongsol Kim, Jong Chul Ye |
| 2025 | MOFFlow: Flow Matching for Structure Prediction of Metal-Organic Frameworks. | Nayoung Kim, Seongsu Kim, Minsu Kim, Jinkyoo Park, Sungsoo Ahn |
| 2025 | Conflict-Averse Gradient Aggregation for Constrained Multi-Objective Reinforcement Learning. | Dohyeong Kim, Mineui Hong, Jeongho Park, Songhwai Oh |