| 2026 | AAAI | FedP²EFT: Federated Learning to Personalize PEFT for Multilingual LLMs. | Royson Lee, Minyoung Kim, Fady Rezk, Rui Li, Stylianos I. Venieris, Timothy M. Hospedales |
| 2025 | AAAI | A Stochastic Approach to Bi-Level Optimization for Hyperparameter Optimization and Meta Learning. | Minyoung Kim, Timothy M. Hospedales |
| 2025 | ACL | ReSCORE: Label-free Iterative Retriever Training for Multi-hop Question Answering with Relevance-Consistency Supervision. | Dosung Lee, Wonjun Oh, Boyoung Kim, Minyoung Kim, Joonsuk Park, Paul Hongsuck Seo |
| 2025 | ICLR | LiFT: Learning to Fine-Tune via Bayesian Parameter Efficient Meta Fine-Tuning. | Minyoung Kim, Timothy M. Hospedales |
| 2025 | Interspeech | Cross-Modal Watermarking for Authentic Audio Recovery and Tamper Localization in Synthesized Audiovisual Forgeries. | Minyoung Kim, Sehwan Park, Sungmin Cha, Paul Hongsuck Seo |
| 2025 | ISMAR | Crafting Dynamic Virtual Activities with Advanced Multimodal Models. | Changyang Li, Qingan Yan, Minyoung Kim, Zhan Li, Yi Xu, Lap-Fai Yu |
| 2025 | ISMAR | Multi-Player VR Marble Run Game for Physics Co-Learning. | William F. Ranc, Thanh Nguyen, Liuchuan Yu, Yongqi Zhang, Minyoung Kim, Haikun Huang, Lap-Fai Yu |
| 2024 | ICLR | A Hierarchical Bayesian Model for Few-Shot Meta Learning. | Minyoung Kim, Timothy M. Hospedales |
| 2024 | SIGGRAPH | Dragon's Path: Synthesizing User-Centered Flying Creature Animation Paths for Outdoor Augmented Reality Experiences. | Minyoung Kim, Rawan Alghofaili, Changyang Li, Lap-Fai Yu |
| 2023 | AISTATS | SwAMP: Swapped Assignment of Multi-Modal Pairs for Cross-Modal Retrieval. | Minyoung Kim |
| 2023 | ICLR | Domain Generalisation via Domain Adaptation: An Adversarial Fourier Amplitude Approach. | Minyoung Kim, Da Li, Timothy M. Hospedales |
| 2022 | AISTATS | Variational Continual Proxy-Anchor for Deep Metric Learning. | Minyoung Kim, Ricardo Guerrero, Hai Xuan Pham, Vladimir Pavlovic |
| 2022 | CVPR | Pushing the Limits of Simple Pipelines for Few-Shot Learning: External Data and Fine-Tuning Make a Difference. | Shell Xu Hu, Da Li, Jan Sthmer, Minyoung Kim, Timothy M. Hospedales |
| 2022 | CVPR | Gaussian Process Modeling of Approximate Inference Errors for Variational Autoencoders. | Minyoung Kim |
| 2022 | ICLR | Differentiable Expectation-Maximization for Set Representation Learning. | Minyoung Kim |
| 2022 | ICML | Fisher SAM: Information Geometry and Sharpness Aware Minimisation. | Minyoung Kim, Da Li, Shell Xu Hu, Timothy M. Hospedales |
| 2021 | CGI | Synthesizing Human Faces Using Latent Space Factorization and Local Weights. | Minyoung Kim, Young J. Kim |
| 2020 | ICDM | Ordinal-Content VAE: Isolating Ordinal-Valued Content Factors in Deep Latent Variable Models. | Minyoung Kim, Vladimir Pavlovic |
| 2019 | CVPR | Unsupervised Visual Domain Adaptation: A Deep Max-Margin Gaussian Process Approach. | Minyoung Kim, Pritish Sahu, Behnam Gholami, Vladimir Pavlovic |
| 2019 | ICCV | Bayes-Factor-VAE: Hierarchical Bayesian Deep Auto-Encoder Models for Factor Disentanglement. | Minyoung Kim, Yuting Wang, Pritish Sahu, Vladimir Pavlovic |
| 2019 | IJCNN | Efficient Deep Gaussian Process Models for Variable-Sized Inputs. | Issam H. Laradji, Mark Schmidt, Vladimir Pavlovic, Minyoung Kim |
| 2018 | ECCV | Online Multi-Object Tracking with Dual Matching Attention Networks. | Ji Zhu, Hua Yang, Nian Liu, Minyoung Kim, Wenjun Zhang, Ming-Hsuan Yang |
| 2018 | ICML | Markov Modulated Gaussian Cox Processes for Semi-Stationary Intensity Modeling of Events Data. | Minyoung Kim |
| 2018 | UAI | Variational Inference for Gaussian Process Models for Survival Analysis. | Minyoung Kim, Vladimir Pavlovic |
| 2013 | HCI | Development of Multiview Image Generation Simulator for Depth Map Quantization. | Minyoung Kim, Ki-Young Seo, Seokhwan Kim, Kyoung Shin Park, Yongjoo Cho |
| 2013 | HCI | Emotion Sharing with the Emotional Digital Picture Frame. | Kyoung Shin Park, Yongjoo Cho, Minyoung Kim, Ki-Young Seo, Dongkeun Kim |
| 2013 | Mobiquitous | Adaptive Wireless Networks as an Example of Declarative Fractionated Systems. | Jong-Seok Choi, Tim McCarthy, Minyoung Kim, Mark-Oliver Stehr |
| 2013 | SAC | Maximizing availability of content in disruptive environments by cross-layer optimization. | Minyoung Kim, Ashish Gehani, Je-Min Kim, Dawood Tariq, Mark-Oliver Stehr, Jin-Soo Kim |
| 2011 | UIC | Ensuring Security and Availability through Model-Based Cross-Layer Adaptation. | Minyoung Kim, Mark-Oliver Stehr, Ashish Gehani, Carolyn L. Talcott |
| 2010 | ECCV | Structured Output Ordinal Regression for Dynamic Facial Emotion Intensity Prediction. | Minyoung Kim, Vladimir Pavlovic |
| 2010 | ECCV | A Real-Time System for Head Tracking and Pose Estimation. | Zengyin Zhang, Minyoung Kim, Fernando De la Torre, Wende Zhang |
| 2010 | EUC | An Application Framework for Loosely Coupled Networked Cyber-Physical Systems. | Minyoung Kim, Mark-Oliver Stehr, Jinwoo Kim, Soonhoi Ha |
| 2010 | HPDC | Mendel: efficiently verifying the lineage of data modified in multiple trust domains. | Ashish Gehani, Minyoung Kim |
| 2010 | HPDC | Efficient querying of distributed provenance stores. | Ashish Gehani, Minyoung Kim, Tanu Malik |
| 2010 | ICML | Local Minima Embedding. | Minyoung Kim, Fernando De la Torre |
| 2010 | ICML | Gaussian Processes Multiple Instance Learning. | Minyoung Kim, Fernando De la Torre |
| 2010 | UIC | Toward Distributed Declarative Control of Networked Cyber-Physical Systems. | Mark-Oliver Stehr, Minyoung Kim, Carolyn L. Talcott |
| 2010 | SPLC | Testing for the embedded open platform. | Minyoung Kim, Eunseok Lee, Kangtae Kim |
| 2009 | CVPR | Switching Gaussian Process Dynamic Models for simultaneous composite motion tracking and recognition. | Jixu Chen, Minyoung Kim, Yu Wang, Qiang Ji |
| 2009 | FAST | Steps Toward Managing Lineage Metadata in Grid Clusters. | Ashish Gehani, Minyoung Kim, Jian Zhang |
| 2008 | CVPR | Face tracking and recognition with visual constraints in real-world videos. | Minyoung Kim, Sanjiv Kumar, Vladimir Pavlovic, Henry A. Rowley |
| 2008 | CVPR | Dimensionality reduction using covariance operator inverse regression. | Minyoung Kim, Vladimir Pavlovic |
| 2008 | DATE | Constraint Refinement for Online Verifiable Cross-Layer System Adaptation. | Minyoung Kim, Mark-Oliver Stehr, Carolyn L. Talcott, Nikil D. Dutt, Nalini Venkatasubramanian |
| 2007 | CVPR | Discriminative Learning of Dynamical Systems for Motion Tracking. | Minyoung Kim, Vladimir Pavlovic |
| 2007 | ICCV | Conditional State Space Models for Discriminative Motion Estimation. | Minyoung Kim, Vladimir Pavlovic |
| 2007 | ICML | A recursive method for discriminative mixture learning. | Minyoung Kim, Vladimir Pavlovic |
| 2006 | CVPR | Discriminative Learning of Mixture of Bayesian Network Classifiers for Sequence Classification. | Minyoung Kim, Vladimir Pavlovic |
| 2006 | IROS | A New 3D Sensor System for Mobile Robots Based on Moire and Stereo Vision Technique. | Hyunki Lee, Hyungsuck Cho, Minyoung Kim |
| 2001 | PLDI | Hybrid Run-time Power Management Technique for Real-time Embedded System with Voltage Scalable Processor. | Minyoung Kim, Soonhoi Ha |