| 2026 | AAAI | GEM: A Scale-Aware and Distribution-Sensitive Sparse Fine-Tuning Framework for Effective Downstream Adaptation. | Sungmin Kang, Jisoo Kim, Salman Avestimehr, Sunwoo Lee |
| 2025 | CVPR | GPT-FL: Generative Pre-trained Model-Assisted Federated Learning. | Tuo Zhang, Tiantian Feng, Samiul Alam, Dimitrios Dimitriadis, Sunwoo Lee, Mi Zhang, Shrikanth S. Narayanan, Salman Avestimehr |
| 2025 | ECAI | Enabling Weak Client Participation via On-Device Knowledge Distillation in Heterogeneous Federated Learning. | Jihyun Lim, Junhyuk Jo, Tuo Zhang, Sunwoo Lee |
| 2025 | EMNLP | TelAgentBench: A Multi-faceted Benchmark for Evaluating LLM-based Agents in Telecommunications. | Sunwoo Lee, Daseong Jang, Dhammiko Arya, Gyoung-eun Han, Injee Song, SaeRom Kim, Sangjin Kim, Seojin Lee, Seokyoung Hong, Sereimony Sek, Seung-Mo Cho, Sohee Park, Sungbin Yoon, Wonbeom Jang, Eric Davis |
| 2025 | ICLR | PaCA: Partial Connection Adaptation for Efficient Fine-Tuning. | Sunghyeon Woo, Sol Namkung, Sunwoo Lee, Inho Jeong, Beomseok Kim, Dongsuk Jeon |
| 2025 | ICML | Wolfpack Adversarial Attack for Robust Multi-Agent Reinforcement Learning. | Sunwoo Lee, Jaebak Hwang, Yonghyeon Jo, Seungyul Han |
| 2025 | ISCAS | A 43 m 269 m, Light-Tolerant and Power-Adaptive Forward-Bulk Optoelectrical Microsystem for Tetherless Neural Recording. | Rui Jiao, Yumin Zheng, Shahaboddin Ghajari, Sanaz Sadeghi, Alejandro J. Cortese, Paul L. McEuen, Alyosha C. Molnar, Sunwoo Lee |
| 2025 | ISCAS | Scaling Co-Packaged Optical Interconnects Using Hybrid 2.5D/3D Integration. | Austin Rovinski, Yanghui Ou, Christine Ou, Devesh Khilwani, Yuyang Wang, Songli Wang, Sunwoo Lee, Keren Bergman, Alyosha C. Molnar, Christopher Batten |
| 2025 | SP | Eyes on your Typing: Snooping Finger Motions on Virtual Keyboards. | Sunwoo Lee, Wonsuk Choi |
| 2024 | AAAI | FoX: Formation-Aware Exploration in Multi-Agent Reinforcement Learning. | Yonghyeon Jo, Sunwoo Lee, Junghyuk Yeom, Seungyul Han |
| 2024 | EMNLP | TelBench: A Benchmark for Evaluating Telco-Specific Large Language Models. | Sunwoo Lee, Dhammiko Arya, Seung-Mo Cho, Gyoung-eun Han, Seokyoung Hong, Wonbeom Jang, Seojin Lee, Sohee Park, Sereimony Sek, Injee Song, Sungbin Yoon, Eric Davis |
| 2024 | ICLR | ALAM: Averaged Low-Precision Activation for Memory-Efficient Training of Transformer Models. | Sunghyeon Woo, Sunwoo Lee, Dongsuk Jeon |
| 2024 | ISCAS | 3D-Integrated, Low Power, High Bandwidth Density Opto-Electronic Transceiver. | Devesh Khilwani, Sunwoo Lee, Christine Ou, Stuart Daudlin, Anthony Rizzo, Songli Wang, Michael Cullen, Keren Bergman, Alyosha C. Molnar |
| 2024 | KDD | Layer-Wise Adaptive Gradient Norm Penalizing Method for Efficient and Accurate Deep Learning. | Sunwoo Lee |
| 2023 | AAAI | Layer-Wise Adaptive Model Aggregation for Scalable Federated Learning. | Sunwoo Lee, Tuo Zhang, Amir Salman Avestimehr |
| 2023 | ACL | What, When, and How to Ground: Designing User Persona-Aware Conversational Agents for Engaging Dialogue. | Deuk Sin Kwon, Sunwoo Lee, Ki Hyun Kim, Seojin Lee, Taeyoon Kim, Eric Davis |
| 2023 | CVPR | TimelyFL: Heterogeneity-aware Asynchronous Federated Learning with Adaptive Partial Training. | Tuo Zhang, Lei Gao, Sunwoo Lee, Mi Zhang, Salman Avestimehr |
| 2023 | ICASSP | FedAudio: A Federated Learning Benchmark for Audio Tasks. | Tuo Zhang, Tiantian Feng, Samiul Alam, Sunwoo Lee, Mi Zhang, Shrikanth S. Narayanan, Salman Avestimehr |
| 2023 | ISCAS | Redox-Enabled Microscale Opto-Electronically Transduced Electrodes (ReMOTEs). | Shahaboddin Ghajari, Sunwoo Lee, Samantha L. Norris, Paul L. McEuen, Alyosha C. Molnar |
| 2022 | CCGRID | Using Multi-Resolution Data to Accelerate Neural Network Training in Scientific Applications. | Kewei Wang, Sunwoo Lee, Jan Balewski, Alex Sim, Peter Nugent, Ankit Agrawal, Alok N. Choudhary, Kesheng Wu, Wei-Keng Liao |
| 2022 | ICLR | Toward Efficient Low-Precision Training: Data Format Optimization and Hysteresis Quantization. | Sunwoo Lee, Jeongwoo Park, Dongsuk Jeon |
| 2022 | WISA | Recovering Yaw Rate from Signal Injection Attack to Protect RV's Direction. | Hyunsu Cho, Sunwoo Lee, Wonsuk Choi, Dong Hoon Lee |
| 2021 | CCS | Usable User Authentication on a Smartwatch using Vibration. | Sunwoo Lee, Wonsuk Choi, Dong Hoon Lee |
| 2021 | HiPC | Asynchronous I/O Strategy for Large-Scale Deep Learning Applications. | Sunwoo Lee, Qiao Kang, Kewei Wang, Jan Balewski, Alex Sim, Ankit Agrawal, Alok N. Choudhary, Peter Nugent, Kesheng Wu, Wei-keng Liao |
| 2021 | ICPRAM | SIGRNN: Synthetic Minority Instances Generation in Imbalanced Datasets using a Recurrent Neural Network. | Reda Al-Bahrani, Dipendra Jha, Qiao Kang, Sunwoo Lee, Zijiang Yang, Wei-Keng Liao, Ankit Agrawal, Alok N. Choudhary |
| 2020 | CCGRID | Predicting Resource Requirement in Intermediate Palomar Transient Factory Workflow. | Qiao Kang, Alex Sim, Peter Nugent, Sunwoo Lee, Wei-keng Liao, Ankit Agrawal, Alok N. Choudhary, Kesheng Wu |
| 2020 | SC | Improving all-to-many personalized communication in two-phase I/O. | Qiao Kang, Robert B. Ross, Robert Latham, Sunwoo Lee, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao |
| 2019 | DCAI | Korean License Plate Recognition System Using Combined Neural Networks. | Saidrasul Usmankhujaev, Sunwoo Lee, Jangwoo Kwon |
| 2017 | HiPC | Parallel Deep Convolutional Neural Network Training by Exploiting the Overlapping of Computation and Communication. | Sunwoo Lee, Dipendra Jha, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao |
| 2009 | ISORC | Extending Component-Based Approaches for Multithreaded Design of Multiprocessor Embedded Software. | Sunwoo Lee, Byung Kwan Jung, Minsoo Ryu, Seungwon Lee |