| 2026 | AAAI | HierarchicalPrune: Position-Aware Compression for Large-Scale Diffusion Models. | Young D. Kwon, Rui Li, Sijia Li, Da Li, Sourav Bhattacharya, Stylianos I. Venieris |
| 2026 | ACL | Speculative Decoding with a Speculative Vocabulary. | Miles Williams, Young D. Kwon, Rui Li, Alexandros Kouris, Stylianos I. Venieris |
| 2026 | Mobisys | Efficient On-Device Intelligence: From Continual Adaptation to Generative AI on Edge Devices. | Young D. Kwon |
| 2024 | ICML | TinyTrain: Resource-Aware Task-Adaptive Sparse Training of DNNs at the Data-Scarce Edge. | Young D. Kwon, Rui Li, Stylianos I. Venieris, Jagmohan Chauhan, Nicholas Donald Lane, Cecilia Mascolo |
| 2024 | PERCOM | UR2M: Uncertainty and Resource-Aware Event Detection on Microcontrollers. | Hong Jia, Young D. Kwon, Dong Ma, Nhat Pham, Lorena Qendro, Tam Vu, Cecilia Mascolo |
| 2023 | SENSYS | LifeLearner: Hardware-Aware Meta Continual Learning System for Embedded Computing Platforms. | Young D. Kwon, Jagmohan Chauhan, Hong Jia, Stylianos I. Venieris, Cecilia Mascolo |
| 2022 | MOBICOM | PROS: an efficient pattern-driven compressive sensing framework for low-power biopotential-based wearables with on-chip intelligence. | Nhat Pham, Hong Jia, Minh Tran, Tuan Dinh, Nam Bui, Young D. Kwon, Dong Ma, Phuc Nguyen, Cecilia Mascolo, Tam Vu |
| 2022 | PERCOM | Enabling On-Device Smartphone GPU based Training: Lessons Learned. | Anish Das, Young D. Kwon, Jagmohan Chauhan, Cecilia Mascolo |
| 2021 | Interspeech | FastICARL: Fast Incremental Classifier and Representation Learning with Efficient Budget Allocation in Audio Sensing Applications. | Young D. Kwon, Jagmohan Chauhan, Cecilia Mascolo |
| 2020 | PERCOM | MyoKey: Surface Electromyography and Inertial Motion Sensing-based Text Entry in AR. | Young D. Kwon, Kirill A. Shatilov, Lik-Hang Lee, Serkan Kumyol, Kit-Yung Lam, Yui-Pan Yau, Pan Hui |
| 1997 | ICRA | A stochastic environment modelling method for mobile robot by using 2-D laser scanner. | Young D. Kwon, Jin S. Lee |