Under Review
Under Review
Su-Hyeon Bae, Yoonseo Kim, JinYi Yoon, and HyungJune Lee, "-," ICNP 2026.
JinYi Yoon, Kazi Hasan Ibn Arif, Matthew Corbett, and Bo Ji, "-," NeurIPS 2026.
Wei Fan, JinYi Yoon, and Bo Ji, "-," NeurIPS 2026.
Kazi Hasan Ibn Arif, JinYi Yoon, and Bo Ji, "-," NeurIPS 2026.
Bowen Xu, JinYi Yoon, Zhimin Peng, Bhanu Pratap Singh Rawat, Giovanni Seni, Dawei Zhou, Bo Ji, "-," NeurIPS 2026.
Bekele Mahlet Workneh, JinYi Yoon, and HyungJune Lee, "-," IEEE Access.
2026
JiHo Lee, JinYi Yoon, Tijay Chung, Brendan David-John, and Bo Ji, "Motion in the Clear: Reconstructing VR User Behavior from Network Traffic," Proceedings of USENIX Security, 2026. (BK 3, KIISE S)
Lang Zhang, JinYi Yoon, Matthew Corbett, Abhijit Sarkar, and Bo Ji, “EyeCue: Driver Cognitive Distraction Detection via Gaze-Empowered Egocentric Video Understanding,” Proceedings of International Joint Conference on Artificial Intelligence-European Conference on Artificial Intelligence (IJCAI-ECAI), 2026. (BK 4, KIISE A) [Technical Report] [Code] [Dataset]
Wei Fan, JinYi Yoon, and Bo Ji, "iMAD: Intelligent Multi-Agent Debate for Efficient and Accurate LLM Inference," Proceedings of AAAI Conference on Artificial Intelligence (AAAI), 2026. (Oral Presentation) (BK 4, KIISE S) [Paper] [Technical Report] [Code]
2025
JinYi Yoon and HyungJune Lee, "CollectiveFL: Edge-to-Edge Collective Intelligence Transfer in Federated Continual Learning," Proceedings of IEEE International Conference on Mobile Ad-Hoc and Smart Systems (IEEE MASS), 2025. (BK 1, KIISE A) [Paper]
Wei Fan, JinYi Yoon, Xiaochang Li, Huajie Shao, and Bo Ji, "P3SL: Personalized Privacy-Preserving Split Learning in Heterogeneous Resource-Constrained Systems," Proceedings of IEEE International Conference on Computer Communications and Networks (IEEE ICCCN), 2025. (Invited Paper) [Paper]
JinYi Yoon, JiHo Lee, Ting He, Nakjung Choi, and Bo Ji, "S2M3: Split-and-Share Multi-Modal Models for Distributed Multi-Task Inference on the Edge," Proceedings of IEEE International Conference on Distributed Computing Systems (IEEE ICDCS), 2025. (BK 3, KIISE A) [Paper]
JinYi Yoon, Yeawon You, Dayeon Kang, Jeewoon Kim, and HyungJune Lee, "CampusRSSI: Real-World Wi-Fi RSSI Measurements for Indoor Localization," Proceedings of IEEE Pervasive Computing and Communications (IEEE PerCom Artifacts), 2025. [Paper] [Dataset]
Yeawon You, JinYi Yoon, Dayeon Kang, Jeewoon Kim, and HyungJune Lee, "CollageMap: Tailoring Generative Fingerprint Map via Obstacle-Aware Adaptation for Site-Survey-Free Indoor Localization," Proceedings of IEEE Pervasive Computing and Communications (IEEE PerCom), 2025. (BK 3, KIISE A) [Paper]
Kazi Hasan Ibn Arif, JinYi Yoon, Dimitrios S. Nikolopoulos, Hans Vandierendonck, Deepu John, and Bo Ji, "HiRED: Attention-Guided Token Dropping for Efficient Inference of High-Resolution Vision-Language Models," Proceedings of AAAI Conference on Artificial Intelligence (AAAI), 2025. (BK 4, KIISE S) [Paper] [Code]
2024
JinYi Yoon, Yeawon You, Dayeon Kang, Jeewoon Kim, and HyungJune Lee, "GAN-Loc: Empowering Indoor Localization for Unknown Areas via Generative Fingerprint Map," Proceedings of IEEE International Conference on Sensing, Communication, and Networking (IEEE SECON), 2024. (BK 1, KIISE A) [Paper]
HongKyeong Jung, JinYi Yoon, and HyungJune Lee, "eXLoc: Understanding Deep Learning-driven Indoor Localization with eXplainable AI," Proceedings of IEEE Global Communications Conference (IEEE GLOBECOM), 2024. [Paper]
JinYi Yoon and HyungJune Lee, "Pick-a-back: Selective Device-to-Device Knowledge Transfer in Federated Continual Learning," Proceedings of The European Conference on Computer Vision (ECCV), 2024. (BK 2, KIISE S) [Paper]
Yeawon You, JinYi Yoon, and HyungJune Lee, "Breakwater: Securing Federated Learning from Malicious Model Poisoning via Self-Debiasing," Proceedings of IEEE International Conference on Communications (IEEE ICC), 2024. [Paper]
Before 2024
JinYi Yoon, Jeewoon Kim, Yeongsin Byeon, and HyungJune Lee, "VersatileFL: Volatility-Resilient Federated Learning in Wireless Edge Networks," Proceedings of IEEE International Conference on Sensing, Communication, and Networking (IEEE SECON), 2023. (BK 1, KIISE A) [Paper]
JinYi Yoon and HyungJune Lee, "PUFGAN: Embracing a Self-Adversarial Agent for Building a Defensible Edge Security Architecture," Proceedings of IEEE International Conference on Computer Communications (IEEE INFOCOM), 2020. (BK 4, KIISE S) [Paper]
Christina Suyong Shin, So-Yeon Park, JinYi Yoon, and HyungJune Lee, "Progressive Ad-Hoc Route Reconstruction Using Distributed UAV Relays after a Large-Scale Failure," Proceedings of IEEE Wireless Communications and Networking Conference (IEEE WCNC), 2018. [Paper]
JinYi Yoon, YeonJin Jin, Narangerelt Batsoyol, and HyungJune Lee, "Adaptive Path Planning of UAVs for Delivering Delay-Sensitive Information to Ad-hoc Nodes," Proceedings of IEEE Wireless Communications and Networking Conference (IEEE WCNC), 2017. [Paper]
Wei Fan, JinYi Yoon, Xiaochang Li, Huajie Shao, and Bo Ji, "P3SL: Personalized Privacy-Preserving Split Learning on Heterogeneous Edge Devices," IEEE Transactions on Network Science and Engineering (TNSE), 2026. (IF 7.9, Top 3.1% SCIE, JCR 2024) [Early Access] [TNSE Post]
JinYi Yoon, Yeongsin Byeon, Jeewoon Kim, and HyungJune Lee, "EdgePipe: Tailoring Pipeline Parallelism with Deep Neural Networks for Volatile Wireless Edge Devices," IEEE Internet of Things Journal (IoT-J), Vol. 9, no. 14, pp. 11633-11647, Jul 2022. (IF 10.6, Top 2.2% SCIE, JCR 2022) [Paper]
JeiHee Cho, JaeYi Sung, JinYi Yoon, and HyungJune Lee, "Towards Persistent Surveillance and Reconnaissance Using a Connected Swarm of Multiple UAVs," IEEE Access, Vol. 8, pp. 157906-157917, 2020. [Paper]
JinYi Yoon, Sungju Doh, Omprakash Gnawali, and HyungJune Lee, "Time-Dependent Ad-Hoc Routing Structure for Delivering Delay-Sensitive Data Using UAVs," IEEE Access, Vol. 8, pp. 36322-36336, 2020. [Paper]
JinYi Yoon, A-Hyun Lee, and HyungJune Lee, "Rendezvous: Opportunistic Data Delivery to Mobile Users by UAVs Through Target Trajectory Prediction," IEEE Transactions on Vehicular Technology (TVT), Vol. 69, No. 2, pp. 2230-2245, Feb 2020. (IF 7.1, Top 11% SCIE, JCR 2024) [Paper]
JinYi Yoon, Narangerelt Batsoyol, SungJu Doh, and HyungJune Lee, "A Survey on Path Planning Algorithms for UAVs in Wireless Ad-Hoc Networks under Time Constraints," Proceedings of The Korean Institute of Communications and Information Science (KICS) Summer Conference, pp. 1362-1363, 2017.
YeonJin Jin, JinYi Yoon, So-Yeon Park, Batsoyol Narangerelt, and HyungJune Lee, "Customized Evacuation Path Finding by Predicting Variation of Temperature based on WSN in Fire Scenarios," Proceedings of The Korean Institute of Communications and Information Science (KICS) Summer Conference, pp. 634-635, 2016.
YeonJin Jin, JinYi Yoon, So-Yeon Park, and HyungJune Lee, "Multi-level Clustering for Real-Time Fire Monitoring and Prediction Based on WSN," Proceedings of The Korean Institute of Communications and Information Science (KICS) Fall Conference, pp. 54-55, 2015. (Undergraduate Best Paper Awards)
JinYi Yoon, JiHo Lee, Nayoung Han, and HyungJune Lee, "A Survey on Parallel Deep Learning," The Journal of the Korean Institute of Communications and Information Sciences (J-KICS), Vol. 46, No. 10, pp. 1604-1617, 2021. (KCI) [Paper]
JinYi Yoon and HyungJune Lee, "A Survey on Approximation Algorithms for Path Planning of UAVs," The Journal of the Korean Institute of Communications and Information Sciences (J-KICS), Vol. 43, No. 1, pp. 161-167, 2018. (KCI) [Paper]
JinYi Yoon, YeonJin Jin, So-Yeon Park, and HyungJune Lee, "Customized Evacuation Pathfinding through WSN-Based Monitoring in Fire Scenarios," The Journal of the Korean Institute of Communications and Information Sciences (J-KICS), Vol. 41, No. 11, pp. 1661-1670, 2016. (KCI) [Paper]