| 2026 | AAAI | iMAD: Intelligent Multi-Agent Debate for Efficient and Accurate LLM Inference. | Wei Fan, JinYi Yoon, Bo Ji |
| 2025 | AAAI | HiRED: Attention-Guided Token Dropping for Efficient Inference of High-Resolution Vision-Language Models. | Kazi Hasan Ibn Arif, JinYi Yoon, Dimitrios S. Nikolopoulos, Hans Vandierendonck, Deepu John, Bo Ji |
| 2025 | ICCCN | P3SL: Personalized Privacy-Preserving Split Learning on Heterogeneous Edge Devices. | Wei Fan, JinYi Yoon, Xiaochang Li, Huajie Shao, Bo Ji |
| 2025 | ICDCS | S2M3: Split-and-Share Multi-Modal Models for Distributed Multi-Task Inference on the Edge. | JinYi Yoon, JiHo Lee, Ting He, Nakjung Choi, Bo Ji |
| 2025 | MASS | CollectiveFL: Edge-to-Edge Collective Intelligence Transfer in Federated Continual Learning. | JinYi Yoon, HyungJune Lee |
| 2025 | PERCOM | CAMPUSRSSI: Real-World Wi-Fi RSSI Measurements for Indoor Localization. | JinYi Yoon, Yeawon You, Dayeon Kang, Jeewoon Kim, HyungJune Lee |
| 2025 | PERCOM | CollageMap: Tailoring Generative Fingerprint Map via Obstacle-Aware Adaptation for Site-Survey-Free Indoor Localization. | Yeawon You, JinYi Yoon, Dayeon Kang, Jeewoon Kim, HyungJune Lee |
| 2024 | ECCV | Pick-a-Back: Selective Device-to-Device Knowledge Transfer in Federated Continual Learning. | JinYi Yoon, HyungJune Lee |
| 2024 | GLOBECOM | eXLoc: Understanding Deep Learning-driven Indoor Localization with eXplainable AI. | HongKyeong Jung, JinYi Yoon, HyungJune Lee |
| 2024 | SECON | GAN-Loc: Empowering Indoor Localization for Unknown Areas via Generative Fingerprint Map. | JinYi Yoon, Yeawon You, Dayeon Kang, Jeewoon Kim, HyungJune Lee |
| 2023 | SECON | VersatileFL: Volatility-Resilient Federated Learning in Wireless Edge Networks. | JinYi Yoon, Jeewoon Kim, Yeongsin Byeon, HyungJune Lee |
| 2020 | INFOCOM | RUEGAN: Embracing a Self-Adversarial Agent for Building a Defensible Edge Security Architecture. | JinYi Yoon, HyungJune Lee |
| 2018 | WCNC | Progressive ad-hoc route reconstruction using distributed UAV relays after a large-scale failure. | Christina Suyong Shin, So-Yeon Park, JinYi Yoon, HyungJune Lee |
| 2017 | WCNC | Adaptive Path Planning of UAVs for Delivering Delay-Sensitive Information to Ad-Hoc Nodes. | JinYi Yoon, YeonJin Jin, Narangerelt Batsoyol, HyungJune Lee |