| 2026 | INFOCOM | oneTwin: Online Digital Network Twin via Neural Radio Radiance Field. | Yuru Zhang, Ming Zhao, Qiang Liu, Nakjung Choi |
| 2026 | INFOCOM | inRAN: Interpretable Online Bayesian Learning for Network Automation in Open Radio Access Networks. | Ming Zhao, Yuru Zhang, Qiang Liu, Ahan Kak, Nakjung Choi |
| 2026 | Networking | Towards a Semantic-Aware Fine-Grained Link Adaptation for NextG Wireless Networks. | Gaurav Gautam, Ajay Kumar Gurumadaiah, Ahan Kak, Nakjung Choi, Zhi-Li Zhang |
| 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 | INFOCOM | AdaSlicing: Adaptive Online Network Slicing Under Continual Network Dynamics in Open Radio Access Networks. | Ming Zhao, Yuru Zhang, Qiang Liu, Ahan Kak, Nakjung Choi |
| 2025 | INFOCOM | InSlicing: Interpretable Learning-Assisted Network Slice Configuration in Open Radio Access Networks. | Ming Zhao, Yuru Zhang, Qiang Liu, Ahan Kak, Nakjung Choi |
| 2025 | MOBIHOC | Odin: Effective End-to-End SLA Decomposition for 5G/6G Network Slicing via Online Learning. | Duo Cheng, Ramanujan K. Sheshadri, Ahan Kak, Nakjung Choi, Xingyu Zhou, Bo Ji |
| 2024 | AAAI | Learning-Augmented Online Algorithm for Two-Level Ski-Rental Problem. | Keyuan Zhang, Zhongdong Liu, Nakjung Choi, Bo Ji |
| 2024 | GLOBECOM | PSASlicing: Perpetual SLA-Aware Reinforcement Learning for O-RAN Slice Management. | Mingrui Yin, Yang Deng, Ahan Kak, Nakjung Choi, Tao Han |
| 2024 | INFOCOM | INTEGRan: Towards Vertical and Horizontal Integration for Programmable RAN Performance Optimization. | Ahan Kak, Van-Quan Pham, Huu-Trung Thieu, Ramanujan K. Sheshadri, Nakjung Choi |
| 2024 | INFOCOM | ORCA: Cloud-native Orchestration and Automation of E2E Cellular Network Functions and Slices. | Van-Quan Pham, Ahan Kak, Huu-Trung Thieu, Nakjung Choi |
| 2024 | INFOCOM | Learn to Augment Network Simulators Towards Digital Network Twins. | Yuru Zhang, Ming Zhao, Qiang Liu, Nakjung Choi |
| 2024 | MOBICOM | TinyRIC-ML: A Lightweight Real Time ML Platform for O-RAN. | Thanuskanth Thangavadivel, Gopalasingham Aravinthan, Van-Quan Pham, Ahan Kak, Huu-Trung Thieu, Nakjung Choi |
| 2023 | GLOBECOM | RANSight: Programmable Telemetry for Next-Generation Open Radio Access Networks. | Ahan Kak, Van-Quan Pham, Huu-Trung Thieu, Nakjung Choi |
| 2023 | INFOCOM | Demystifying the Near-real Time RIC: Architecture, Operations, and Benchmarking Insights. | Huu-Trung Thieu, Van-Quan Pham, Ahan Kak, Nakjung Choi |
| 2023 | INFOCOM | Towards a Scalable 5G RAN Central Unit. | Cuidi Wei, Ahan Kak, Nakjung Choi, Timothy Wood |
| 2023 | INFOCOM | Poster: Digital Network Twin via Learning-Based Simulator. | Yuru Zhang, Yongjie Xue, Qiang Liu, Nakjung Choi |
| 2023 | MOBICOM | AweRAN: Making a Case for Application-aware Radio Access Network Slicing. | Ahan Kak, Huu-Trung Thieu, Van-Quan Pham, Ramanujan K. Sheshadri, Nakjung Choi, Yongjie Guan, Mingrui Yin, Tao Han |
| 2023 | MOBICOM | TinyRIC: Supercharging O-RAN Base Stations with Real-time Control. | Chang Liu, Gopalasingham Aravinthan, Ahan Kak, Nakjung Choi |
| 2023 | MOBIHOC | Distributional-Utility Actor-Critic for Network Slice Performance Guarantee. | Jingdi Chen, Tian Lan, Nakjung Choi |
| 2023 | SIGMETRICS | A First Look at Wi-Fi 6 in Action: Throughput, Latency, Energy Efficiency, and Security. | Ruofeng Liu, Nakjung Choi |
| 2022 | CoNEXT | Atlas: automate online service configuration in network slicing. | Qiang Liu, Nakjung Choi, Tao Han |
| 2022 | GLOBECOM | ProSLICE: An Open RAN-based approach to Programmable RAN Slicing. | Ahan Kak, Van-Quan Pham, Huu-Trung Thieu, Nakjung Choi |
| 2022 | ICNP | Poster: Multi-RAT Network Slicing in the Open RAN Era. | Ahan Kak, Van-Quan Pham, Huu-Trung Thieu, Nakjung Choi |
| 2022 | INFOCOM | Demo: A Disaggregated O-RAN Platform for Network Slice Deployment and Assurance. | Ahan Kak, Van-Quan Pham, Huu-Trung Thieu, Nakjung Choi |
| 2022 | SIGCOMM | 5GPerf: profiling open source 5G RAN components under different architectural deployments. | Cuidi Wei, Ahan Kak, Nakjung Choi, Timothy Wood |
| 2021 | CoNEXT | OnSlicing: online end-to-end network slicing with reinforcement learning. | Qiang Liu, Nakjung Choi, Tao Han |
| 2021 | ICNP | Constraint-Aware Deep Reinforcement Learning for End-to-End Resource Orchestration in Mobile Networks. | Qiang Liu, Nakjung Choi, Tao Han |
| 2021 | NetSoft | FestNet: A Flexible and Efficient Sliced Transport Network. | Hao Jiang, Nakjung Choi, Marina Thottan, Jacobus E. van der Merwe |
| 2020 | INFOCOM | Network Slicing in Heterogeneous Software-defined RANs. | Qiaofeng Qin, Nakjung Choi, Muntasir Raihan Rahman, Marina Thottan, Leandros Tassiulas |
| 2020 | NetSoft | Applying Machine Learning to End-to-end Slice SLA Decomposition. | Michael Iannelli, Muntasir Raihan Rahman, Nakjung Choi, Le Wang |
| 2020 | SENSYS | The Impacts of CSI Temporal Variations on CSI-based Occupancy Monitoring Systems: An Exploratory Study. | Hoonyong Lee, Changbum Ryan Ahn, Nakjung Choi |
| 2019 | ICNP | A Reinforcement Learning Approach for Online Service Tree Placement in Edge Computing. | Yimeng Wang, Yongbo Li, Tian Lan, Nakjung Choi |
| 2019 | NetSoft | Run-time Performance Monitoring, Verification, and Healing of End-to-End Services. | Nakjung Choi, Lalita Jagadeesan, Young Jin, Nishok Narasimha Mohanasamy, Muntasir Raihan Rahman, Krishan K. Sabnani, Marina Thottan |
| 2019 | SENSYS | Exploiting Multiple Receivers for CSI-Based Activity Classification Using A Hybrid CNN-LSTM Model. | Hoonyong Lee, Changbum Ryan Ahn, Nakjung Choi |
| 2019 | SENSYS | Exploiting Multiple Receivers for CSI-Based Activity Classification Using A Hybrid CNN-LSTM Model. | Hoonyong Lee, Changbum Ryan Ahn, Nakjung Choi |
| 2017 | IM | SIMECA: SDN-based IoT Mobile Edge Cloud Architecture. | Binh Nguyen, Nakjung Choi, Marina Thottan, Jacobus E. van der Merwe |
| 2013 | INFOCOM | Dynamic in-network caching for energy efficient content delivery. | Jaime Llorca, Antonia M. Tulino, Kyle Guan, Jairo O. Esteban, Matteo Varvello, Nakjung Choi, Daniel C. Kilper |
| 2013 | PAM | Spatial and Temporal Locality of Swarm Dynamics in BitTorrent. | Taejoong Chung, Jinyoung Han, Hojin Lee, Ted Taekyoung Kwon, Yanghee Choi, Nakjung Choi |
| 2011 | IWCMC | A SNR-based admission control scheme in WLAN-based vehicular networks. | Kihun Kim, Younghyun Kim, Sangheon Pack, Nakjung Choi |
| 2007 | GLOBECOM | Leader-Based Rate Adaptive Multicasting for Wireless LANs. | Sungjoon Choi, Nakjung Choi, Yongho Seok, Taekyoung Kwon, Yanghee Choi |
| 2007 | GLOBECOM | Macro-Level and Micro-Level Routing (MMR) for Urban Vehicular Ad Hoc Networks. | Youndo Lee, Hojin Lee, Nakjung Choi, Yanghee Choi, Taekyoung Kwon |
| 2007 | PIMRC | Optimizing Aggregate Throughput of Upstream TCP Flows over IEEE 802.11 Wireless LANs. | Nakjung Choi, Jiho Ryu, Yongho Seok, Taekyoung Kwon, Yanghee Choi |
| 2006 | LCN | Hybrid Distributed Coordination Function for Next-Generation High-Bandwidth WLANs. | Nakjung Choi, Seongil Han, Yongho Seok, Yanghee Choi, Taekyoung Kwon |
| 2005 | WCNC | Random and linear address allocation for mobile ad hoc networks. | Nakjung Choi, Chai-Keong Toh, Yongho Seok, Dongkyun Kim, Yanghee Choi |
| 2004 | PIMRC | WISE: energy-efficient interface selection on vertical handoff between 3G networks and WLANs. | Minji Nam, Nakjung Choi, Yongho Seok, Yanghee Choi |
| 2003 | PIMRC | Application-driven network capacity adaptation for energy efficient ad-hoc networks. | Yongho Seok, Nakjung Choi, Yanghee Choi, Jihong Kim |