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ORCIDSunwoo Lee
This is just a disambiguation page, and is not intended to be the bibliography of an actual person. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
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2020 – today
- 2024
[j27]Sunwoo Lee
, Wonwoo Seo, Sunghyuk Kim, Byunghun Ko, Songjune Lee, Min-Su Kim, Junghyun Kim:
A Concurrent 26/48 GHz Low-Noise Amplifier With an Optimal Dual-Band Noise Matching Method Using GaAs 0.15 μm pHEMT. IEEE Trans. Circuits Syst. II Express Briefs 71(3): 1096-1100 (2024)- [c36]Yonghyeon Jo, Sunwoo Lee, Junghyuk Yeom, Seungyul Han:
FoX: Formation-Aware Exploration in Multi-Agent Reinforcement Learning. AAAI 2024: 12985-12994 - [c35]Sunghyeon Woo, Sunwoo Lee, Dongsuk Jeon:
ALAM: Averaged Low-Precision Activation for Memory-Efficient Training of Transformer Models. ICLR 2024 - [c34]Devesh Khilwani, Sunwoo Lee, Christine Ou, Stuart Daudlin, Anthony Rizzo, Songli Wang, Michael Cullen, Keren Bergman, Alyosha C. Molnar:
3D-Integrated, Low Power, High Bandwidth Density Opto-Electronic Transceiver. ISCAS 2024: 1-5 - [c33]Sunwoo Lee:
Layer-Wise Adaptive Gradient Norm Penalizing Method for Efficient and Accurate Deep Learning. KDD 2024: 1518-1529 - [c32]Sungjin Park, Kwanghyun Shin, Dongkwon Lee, Minyoung Kang, Sunwoo Lee, Youngmin Park, Mingoo Seok, Dongsuk Jeon:
A 5.6µW 10-Keyword End-to-End Keyword Spotting System Using Passive-Averaging SAR ADC and Sign-Exponent-Only Layer Fusion with 92.7% Accuracy. VLSI Technology and Circuits 2024: 1-2 - [i13]Sunwoo Lee, Tuo Zhang, Saurav Prakash, Yue Niu, Salman Avestimehr:
Embracing Federated Learning: Enabling Weak Client Participation via Partial Model Training. CoRR abs/2406.15125 (2024) - 2023
- [j26]Sunwoo Lee, Wonsuk Choi, Dong Hoon Lee:
The vibration knows who you are! A further analysis on usable authentication for smartwatch users. Comput. Secur. 125: 103040 (2023) - [j25]Sunwoo Lee, Anit Kumar Sahu, Chaoyang He, Salman Avestimehr:
Partial model averaging in Federated Learning: Performance guarantees and benefits. Neurocomputing 556: 126647 (2023) - [j24]Sunwoo Lee, Dong Hoon Lee:
From Attack to Identification: MEMS Sensor Fingerprinting Using Acoustic Signals. IEEE Internet Things J. 10(6, March 15): 5447-5460 (2023) - [j23]Sunwoo Lee, Chaoyang He, Salman Avestimehr:
Achieving small-batch accuracy with large-batch scalability via Hessian-aware learning rate adjustment. Neural Networks 158: 1-14 (2023) - [j22]Byunghun Ko, Sunwoo Lee, Wonwoo Seo, Taejoo Sim, Sunghyuk Kim, Min-Su Kim, Junghyun Kim:
A 39/48 GHz Switchless Reconfigurable Low Noise Amplifier Using Common Gate and Coupled-Line-Based Diplexer. IEEE Trans. Circuits Syst. II Express Briefs 70(11): 4028-4032 (2023) - [j21]Yue Niu, Zalan Fabian, Sunwoo Lee, Mahdi Soltanolkotabi, Salman Avestimehr:
mL-BFGS: A Momentum-based L-BFGS for Distributed Large-scale Neural Network Optimization. Trans. Mach. Learn. Res. 2023 (2023) - [j20]Yue Niu, Saurav Prakash, Souvik Kundu, Sunwoo Lee, Salman Avestimehr:
Overcoming Resource Constraints in Federated Learning: Large Models Can Be Trained with only Weak Clients. Trans. Mach. Learn. Res. 2023 (2023) - [c31]Sunwoo Lee, Tuo Zhang, Amir Salman Avestimehr:
Layer-Wise Adaptive Model Aggregation for Scalable Federated Learning. AAAI 2023: 8491-8499 - [c30]Deuk Sin Kwon, Sunwoo Lee, Ki Hyun Kim, Seojin Lee, Taeyoon Kim, Eric Davis:
What, When, and How to Ground: Designing User Persona-Aware Conversational Agents for Engaging Dialogue. ACL (industry) 2023: 707-719 - [c29]Tuo Zhang, Lei Gao, Sunwoo Lee, Mi Zhang, Salman Avestimehr:
TimelyFL: Heterogeneity-aware Asynchronous Federated Learning with Adaptive Partial Training. CVPR Workshops 2023: 5064-5073 - [c28]Sunwoo Lee, Jeongwoo Park, Dongsuk Jeon:
A 4.27TFLOPS/W FP4/FP8 Hybrid-Precision Neural Network Training Processor Using Shift-Add MAC and Reconfigurable PE Array. ESSCIRC 2023: 221-224 - [c27]Tuo Zhang, Tiantian Feng, Samiul Alam, Sunwoo Lee, Mi Zhang, Shrikanth S. Narayanan, Salman Avestimehr:
FedAudio: A Federated Learning Benchmark for Audio Tasks. ICASSP 2023: 1-5 - [c26]Shahaboddin Ghajari, Sunwoo Lee, Samantha L. Norris, Paul L. McEuen, Alyosha C. Molnar:
Redox-Enabled Microscale Opto-Electronically Transduced Electrodes (ReMOTEs). ISCAS 2023: 1-5 - [c25]Sungjin Park, Sunwoo Lee, Jeongwoo Park, Hyeong-Seok Choi, Dongsuk Jeon:
A0.81 mm2 740μW Real-Time Speech Enhancement Processor Using Multiplier-Less PE Arrays for Hearing Aids in 28nm CMOS. ISSCC 2023: 340-341 - [c24]Stuart Daudlin, Sunwoo Lee, Devesh Kilwani, Christine Ou, Anthony Rizzo, Songli Wang, Michael Cullen, Alyosha C. Molnar, Keren Bergman:
Ultra-dense 3D integrated 5.3 Tb/s/mm2 80 micro-disk modulator transmitter. OFC 2023: 1-3 - [i12]Zhenheng Tang, Xiaowen Chu, Ryan Yide Ran, Sunwoo Lee, Shaohuai Shi, Yonggang Zhang, Yuxin Wang, Alex Qiaozhong Liang, Salman Avestimehr, Chaoyang He:
FedML Parrot: A Scalable Federated Learning System via Heterogeneity-aware Scheduling on Sequential and Hierarchical Training. CoRR abs/2303.01778 (2023) - [i11]Tuo Zhang, Lei Gao, Sunwoo Lee, Mi Zhang, Salman Avestimehr:
TimelyFL: Heterogeneity-aware Asynchronous Federated Learning with Adaptive Partial Training. CoRR abs/2304.06947 (2023) - [i10]Deuk Sin Kwon, Sunwoo Lee, Ki Hyun Kim, Seojin Lee, Taeyoon Kim, Eric Davis:
WHAT, WHEN, and HOW to Ground: Designing User Persona-Aware Conversational Agents for Engaging Dialogue. CoRR abs/2306.03361 (2023) - [i9]Yue Niu, Zalan Fabian, Sunwoo Lee, Mahdi Soltanolkotabi, Salman Avestimehr:
mL-BFGS: A Momentum-based L-BFGS for Distributed Large-Scale Neural Network Optimization. CoRR abs/2307.13744 (2023) - [i8]Yonghyeon Jo, Sunwoo Lee, Junghyuk Yum, Seungyul Han:
FoX: Formation-aware exploration in multi-agent reinforcement learning. CoRR abs/2308.11272 (2023) - 2022
- [j19]Sunwoo Lee, Wansik Kim, Sosu Kim, Min-Su Kim, Jung-Hyun Kim:
A W-Band Amplifier With a New Wide-Band Interstage Matching Technique Using Self-Resonance of a Microstrip-Coupled Line. IEEE Access 10: 93894-93900 (2022) - [j18]Jihun Kim, Hyo Cheon Woo, Sunwoo Lee, Byeol Jun Lee, Tae Gyun Park, Cheol Seong Hwang:
Training Method for Accurate Off-Chip Training of One-Selector-One-Resistor Crossbar Array with Nonlinearity and Wire Resistance. Adv. Intell. Syst. 4(8) (2022) - [j17]Jihun Kim, Hyo Cheon Woo, Sunwoo Lee, Byeol Jun Lee, Tae Gyun Park, Cheol Seong Hwang:
Training Method for Accurate Off-Chip Training of One-Selector-One-Resistor Crossbar Array with Nonlinearity and Wire Resistance. Adv. Intell. Syst. 4(8) (2022) - [j16]Sunwoo Lee, Qiao Kang, Reda Al-Bahrani, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao:
Improving scalability of parallel CNN training by adaptively adjusting parameter update frequency. J. Parallel Distributed Comput. 159: 10-23 (2022) - [j15]Jeongwoo Park, Sunwoo Lee, Dongsuk Jeon:
A Neural Network Training Processor With 8-Bit Shared Exponent Bias Floating Point and Multiple-Way Fused Multiply-Add Trees. IEEE J. Solid State Circuits 57(3): 965-977 (2022) - [j14]Sunwoo Lee, Kaiyuan Hou, Kewei Wang, Saba Sehrish, Marc F. Paterno, James B. Kowalkowski, Quincey Koziol, Robert B. Ross, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao:
A case study on parallel HDF5 dataset concatenation for high energy physics data analysis. Parallel Comput. 110: 102877 (2022) - [j13]Michael F. Reynolds, Alejandro J. Cortese, Qingkun Liu, Zhangqi Zheng, Wei Wang, Samantha L. Norris, Sunwoo Lee, Marc Z. Miskin, Alyosha C. Molnar, Itai Cohen, Paul L. McEuen:
Microscopic robots with onboard digital control. Sci. Robotics 7(70) (2022) - [j12]Sunwoo Lee, Dongkyu Lee, Seok-Cheol Kee:
Deep-Learning-Based Parking Area and Collision Risk Area Detection Using AVM in Autonomous Parking Situation. Sensors 22(5): 1986 (2022) - [c23]Jeongwoo Park, Sunwoo Lee, Dongsuk Jeon:
A low power neural network training processor with 8-bit floating point with a shared exponent bias and fused multiply add trees. AICAS 2022: 499 - [c22]Kewei Wang, Sunwoo Lee, Jan Balewski, Alex Sim, Peter Nugent, Ankit Agrawal, Alok N. Choudhary, Kesheng Wu, Wei-Keng Liao:
Using Multi-Resolution Data to Accelerate Neural Network Training in Scientific Applications. CCGRID 2022: 404-413 - [c21]Sunwoo Lee, Jeongwoo Park, Dongsuk Jeon:
Toward Efficient Low-Precision Training: Data Format Optimization and Hysteresis Quantization. ICLR 2022 - [c20]Hyunsu Cho, Sunwoo Lee, Wonsuk Choi, Dong Hoon Lee:
Recovering Yaw Rate from Signal Injection Attack to Protect RV's Direction. WISA 2022: 171-184 - [i7]Sunwoo Lee, Anit Kumar Sahu, Chaoyang He, Salman Avestimehr:
Partial Model Averaging in Federated Learning: Performance Guarantees and Benefits. CoRR abs/2201.03789 (2022) - [i6]Sunwoo Lee, Kaiyuan Hou, Kewei Wang, Saba Sehrish, Marc F. Paterno, James Kowalkowski, Quincey Koziol, Robert B. Ross, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao:
A Case Study on Parallel HDF5 Dataset Concatenation for High Energy Physics Data Analysis. CoRR abs/2205.01168 (2022) - [i5]Yue Niu, Saurav Prakash, Souvik Kundu, Sunwoo Lee, Salman Avestimehr:
Federated Learning of Large Models at the Edge via Principal Sub-Model Training. CoRR abs/2208.13141 (2022) - [i4]Tuo Zhang, Tiantian Feng, Samiul Alam, Sunwoo Lee, Mi Zhang, Shrikanth S. Narayanan, Salman Avestimehr:
FedAudio: A Federated Learning Benchmark for Audio Tasks. CoRR abs/2210.15707 (2022) - 2021
- [j11]Sunwoo Lee, Donghyeok An:
Applying a deep learning enhanced public warning system to deal with COVID-19. J. Commun. Networks 23(5): 350-359 (2021) - [j10]Sandeep Madireddy, Ji Hwan Park, Sunwoo Lee, Prasanna Balaprakash, Shinjae Yoo, Wei-keng Liao, Cory D. Hauck, M. Paul Laiu, Richard Archibald:
In situ compression artifact removal in scientific data using deep transfer learning and experience replay. Mach. Learn. Sci. Technol. 2(2): 25010 (2021) - [j9]Heeju Hong, Wonkook Shin, Jieun Oh, Sunwoo Lee, Taeyoung Kim, Woosub Lee, Jongsuk Choi, SeungBeum Suh, KangGeon Kim:
Standard for the Quantification of a Sterilization Effect Using an Artificial Intelligence Disinfection Robot. Sensors 21(23): 7776 (2021) - [j8]Gwangho Lee, Sunwoo Lee, Dongsuk Jeon:
Dynamic Block-Wise Local Learning Algorithm for Efficient Neural Network Training. IEEE Trans. Very Large Scale Integr. Syst. 29(9): 1680-1684 (2021) - [c19]Kaiyuan Hou, Qiao Kang, Sunwoo Lee, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao:
Supporting Data Compression in PnetCDF. IEEE BigData 2021: 86-97 - [c18]Sunwoo Lee, Wonsuk Choi, Dong Hoon Lee:
Usable User Authentication on a Smartwatch using Vibration. CCS 2021: 304-319 - [c17]Alyosha Christopher Molnar, Sunwoo Lee, Alejandro J. Cortese, Paul L. McEuen, Sanaz Sadeghi, Shahaboddin Ghajari:
Nanoliter-Scale Autonomous Electronics: Advances, Challenges, and Opportunities. CICC 2021: 1-6 - [c16]Sunwoo Lee, Qiao Kang, Kewei Wang, Jan Balewski, Alex Sim, Ankit Agrawal, Alok N. Choudhary, Peter Nugent, Kesheng Wu, Wei-keng Liao:
Asynchronous I/O Strategy for Large-Scale Deep Learning Applications. HiPC 2021: 322-331 - [c15]Reda Al-Bahrani, Dipendra Jha, Qiao Kang, Sunwoo Lee, Zijiang Yang, Wei-Keng Liao, Ankit Agrawal, Alok N. Choudhary:
SIGRNN: Synthetic Minority Instances Generation in Imbalanced Datasets using a Recurrent Neural Network. ICPRAM 2021: 349-356 - [c14]Jeongwoo Park, Sunwoo Lee, Dongsuk Jeon:
A 40nm 4.81TFLOPS/W 8b Floating-Point Training Processor for Non-Sparse Neural Networks Using Shared Exponent Bias and 24-Way Fused Multiply-Add Tree. ISSCC 2021: 148-150 - [c13]Edward C. Szoka, Jesse C. Werth, Sunwoo Lee, Jae-Ik Lee, Alejandro J. Cortese, Thomas A. Cleland, Shelley I. Fried, Alyosha C. Molnar:
Neural Probe Utilizing Programmable Micro-coil Magnetic Stimulation. NER 2021: 651-654 - [c12]Stuart Daudlin, Anthony Rizzo, Nathan C. Abrams, Sunwoo Lee, Devesh Khilwani, Vaishnavi Murthy, James Robinson, Terence Collier, Alyosha C. Molnar, Keren Bergman:
3D-Integrated Multichip Module Transceiver for Terabit-Scale DWDM Interconnects. OFC 2021: 1-3 - [i3]Chaoyang He, Zhengyu Yang, Erum Mushtaq, Sunwoo Lee, Mahdi Soltanolkotabi, Salman Avestimehr:
SSFL: Tackling Label Deficiency in Federated Learning via Personalized Self-Supervision. CoRR abs/2110.02470 (2021) - [i2]Sunwoo Lee, Tuo Zhang, Chaoyang He, Salman Avestimehr:
Layer-wise Adaptive Model Aggregation for Scalable Federated Learning. CoRR abs/2110.10302 (2021) - 2020
- [j7]Dong Ku Kim, Hyeonwoo Lee, Seong-Choon Lee, Sunwoo Lee:
5G commercialization and trials in Korea. Commun. ACM 63(4): 82-85 (2020) - [j6]Qiao Kang, Sunwoo Lee, Kaiyuan Hou, Robert B. Ross, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao:
Improving MPI Collective I/O for High Volume Non-Contiguous Requests With Intra-Node Aggregation. IEEE Trans. Parallel Distributed Syst. 31(11): 2682-2695 (2020) - [c11]Sunwoo Lee, Qiao Kang, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao:
Communication-Efficient Local Stochastic Gradient Descent for Scalable Deep Learning. IEEE BigData 2020: 718-727 - [c10]Qiao Kang, Alex Sim, Peter Nugent, Sunwoo Lee, Wei-keng Liao, Ankit Agrawal, Alok N. Choudhary, Kesheng Wu:
Predicting Resource Requirement in Intermediate Palomar Transient Factory Workflow. CCGRID 2020: 619-628 - [c9]Qiao Kang, Robert B. Ross, Robert Latham, Sunwoo Lee, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao:
Improving all-to-many personalized communication in two-phase I/O. SC 2020: 10
2010 – 2019
- 2019
- [j5]Sunwoo Lee, Wonsuk Choi, Dong Hoon Lee:
Securing Ultrasonic Sensors Against Signal Injection Attacks Based on a Mathematical Model. IEEE Access 7: 107716-107729 (2019) - [c8]Sunwoo Lee, Qiao Kang, Sandeep Madireddy, Prasanna Balaprakash, Ankit Agrawal, Alok N. Choudhary, Richard Archibald, Wei-keng Liao:
Improving Scalability of Parallel CNN Training by Adjusting Mini-Batch Size at Run-Time. IEEE BigData 2019: 830-839 - [c7]Saidrasul Usmankhujaev, Sunwoo Lee, Jangwoo Kwon:
Korean License Plate Recognition System Using Combined Neural Networks. DCAI 2019: 10-17 - [i1]Qiao Kang, Sunwoo Lee, Kaiyuan Hou, Robert B. Ross, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao:
Improving MPI Collective I/O Performance With Intra-node Request Aggregation. CoRR abs/1907.12656 (2019) - 2018
- [j4]Sunwoo Lee, Alejandro J. Cortese, Aasta Parin Gandhi, Elizabeth R. Agger, Paul L. McEuen, Alyosha C. Molnar:
A 250 μm × 57 μm Microscale Opto-electronically Transduced Electrodes (MOTEs) for Neural Recording. IEEE Trans. Biomed. Circuits Syst. 12(6): 1256-1266 (2018) - [c6]Sunwoo Lee, Alejandro J. Cortese, Paige Trexel, Elizabeth R. Agger, Paul L. McEuen, Alyosha C. Molnar:
A 330μm×90μm opto-electronically integrated wireless system-on-chip for recording of neural activities. ISSCC 2018: 292-294 - 2017
- [c5]Sunwoo Lee, Dipendra Jha, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao:
Parallel Deep Convolutional Neural Network Training by Exploiting the Overlapping of Computation and Communication. HiPC 2017: 183-192 - 2016
- [j3]Sunwoo Lee, Ill-Woo Park:
Mechanical and electrical design of a biped humanoid which has multiple motors on each lower body joint. Intell. Serv. Robotics 9(1): 49-61 (2016) - [c4]Sunwoo Lee, Wei-keng Liao, Ankit Agrawal, Nikos Hardavellas, Alok N. Choudhary:
Evaluation of K-means data clustering algorithm on Intel Xeon Phi. IEEE BigData 2016: 2251-2260 - [c3]Diana Palsetia, William Hendrix, Sunwoo Lee, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary:
Parallel Community Detection Algorithm Using a Data Partitioning Strategy with Pairwise Subdomain Duplication. ISC 2016: 98-115 - 2015
- [j2]Jinmoo Heo, Sanghee Chun, Sunwoo Lee, Kyung Hee Lee, Junhyoung Kim:
Internet Use and Well-Being in Older Adults. Cyberpsychology Behav. Soc. Netw. 18(5): 268-272 (2015) - [j1]Changhyuk Lee, Wei Chao, Sunwoo Lee, James C. Hone, Alyosha C. Molnar, Sang Hoon Hong:
A Low-Power Edge Detection Image Sensor Based on Parallel Digital Pulse Computation. IEEE Trans. Circuits Syst. II Express Briefs 62-II(11): 1043-1047 (2015) - [c2]Jin Young Choi, Sunwoo Lee, Yoonseon Oh, Songhwai Oh:
Pedestrian-following service robot applications using chance-constrained target tracking. URAI 2015: 504-506
2000 – 2009
- 2009
- [c1]Sunwoo Lee, Byung Kwan Jung, Minsoo Ryu, Seungwon Lee:
Extending Component-Based Approaches for Multithreaded Design of Multiprocessor Embedded Software. ISORC 2009: 267-274
Coauthor Index
Amir Salman Avestimehr
aka: Salman Avestimehr
aka: Salman Avestimehr
Wei-keng Liao
aka: Wei-Keng Liao
aka: Wei-Keng Liao
Alyosha C. Molnar
aka: Alyosha Christopher Molnar
aka: Alyosha Christopher Molnar
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