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2020 – today
- 2024
- [j40]Inhee Lee, Roger Hsiao, Gordy Carichner, Chin-Wei Hsu, Mingyu Yang, Sara Shoouri, Katherine Ernst, Tess Carichner, Yuyang Li, Jaechan Lim, Cole R. Julick, Eunseong Moon, Yi Sun, Jamie Phillips, Kristi L. Montooth, Delbert A. Green II, Hun-Seok Kim, David T. Blaauw:
mSAIL: Milligram-Scale Multi-Modal Sensor Platform for Monarch Butterfly Migration Tracking. Commun. ACM 67(6): 93-101 (2024) - [j39]Anish Krishnakumar, Hanguang Yu, Tutu Ajayi, A. Alper Goksoy, Vishrut Pandey, Joshua Mack, Md Sahil Hassan, Kuan-Yu Chen, Chaitali Chakrabarti, Daniel W. Bliss, Ali Akoglu, Hun-Seok Kim, Ronald G. Dreslinski, David T. Blaauw, Ümit Y. Ogras:
FALCON: An FPGA Emulation Platform for Domain-Specific SoCs (DSSoCs). IEEE Des. Test 41(1): 70-80 (2024) - [j38]Heejin Yang, Ji-Hwan Seol, Rohit Rothe, Zichen Fan, Qirui Zhang, Hun-Seok Kim, David T. Blaauw, Dennis Sylvester:
A 1.5-μW Fully-Integrated Keyword Spotting SoC in 28-nm CMOS With Skip-RNN and Fast-Settling Analog Frontend for Adaptive Frame Skipping. IEEE J. Solid State Circuits 59(1): 29-39 (2024) - [j37]Jungho Lee, Joseph G. Letner, Jongyup Lim, Gabriele Atzeni, Jiawei Liao, Abhilasha Kamboj, Bhavika Mani, Seokhyeon Jeong, Yejoong Kim, Yi Sun, Beomseo Koo, Julianna M. Richie, Elena Della Valle, Paras R. Patel, Dennis Sylvester, Hun-Seok Kim, Taekwang Jang, Jamie Phillips, Cynthia A. Chestek, James D. Weiland, David T. Blaauw:
A Sub-mm3 Wireless Neural Stimulator IC for Visual Cortical Prosthesis With Optical Power Harvesting and 7.5-kb/s Data Telemetry. IEEE J. Solid State Circuits 59(4): 1110-1122 (2024) - [j36]Qirui Zhang, Zichen Fan, Hyochan An, Zhehong Wang, Ziyun Li, Guanru Wang, Pierre Abillama, Hun-Seok Kim, David T. Blaauw, Dennis Sylvester:
RoboVisio: A Micro-Robot Vision Domain-Specific SoC for Autonomous Navigation Enabling Fully-on-Chip Intelligence via 2-MB eMRAM. IEEE J. Solid State Circuits 59(8): 2644-2658 (2024) - [j35]Zichen Fan, Qirui Zhang, Hyochan An, Boxun Xu, Li Xu, Chien-Wei Tseng, Yimai Peng, Andrea Bejarano-Carbo, Pierre Abillama, Ang Cao, Bowen Liu, Changwoo Lee, Zhehong Wang, Hun-Seok Kim, David T. Blaauw, Dennis Sylvester:
AIMMI: Audio and Image Multi-Modal Intelligence via a Low-Power SoC With 2-MByte On-Chip MRAM for IoT Devices. IEEE J. Solid State Circuits 59(10): 3488-3501 (2024) - [j34]Kuan-Yu Chen, Thomas Mason Nelson, Alireza Khadem, Morteza Fayazi, Sanjay Sri Vallabh Singapuram, Ronald G. Dreslinski, Nishil Talati, Hun-Seok Kim, David T. Blaauw:
Canalis: A Throughput-Optimized Framework for Real-Time Stream Processing of Wireless Communication. ACM Trans. Reconfigurable Technol. Syst. 17(4): 61:1-61:32 (2024) - [c83]Changwoo Lee, Hun-Seok Kim:
Differentiable Learning of Generalized Structured Matrices for Efficient Deep Neural Networks. ICLR 2024 - [c82]Seungkyu Choi, Huanshihong Deng, Kuan-Yu Chen, Yufan Yue, David T. Blaauw, Hun-Seok Kim:
ParaBase: A Configurable Parallel Baseband Processor for Ultra-High-Speed Inter-Satellite Optical Communications. ISLPED 2024: 1-6 - [c81]Qirui Zhang, Mehdi Saligane, Hun-Seok Kim, David T. Blaauw, Georgios Tzimpragos, Dennis Sylvester:
Quantum Circuit Simulation with Fast Tensor Decision Diagram. ISQED 2024: 1-8 - [i17]Qirui Zhang, Mehdi Saligane, Hun-Seok Kim, David T. Blaauw, Georgios Tzimpragos, Dennis Sylvester:
Quantum Circuit Simulation with Fast Tensor Decision Diagram. CoRR abs/2401.11362 (2024) - [i16]Mingyu Yang, Bowen Liu, Boyang Wang, Hun-Seok Kim:
Diffusion-Aided Joint Source Channel Coding For High Realism Wireless Image Transmission. CoRR abs/2404.17736 (2024) - [i15]Changwoo Lee, Soo Min Kwon, Qing Qu, Hun-Seok Kim:
BLAST: Block-Level Adaptive Structured Matrices for Efficient Deep Neural Network Inference. CoRR abs/2410.21262 (2024) - 2023
- [j33]Noah M. Michels, Abbas Johar Jinia, Shaun D. Clarke, Hun-Seok Kim, Sara A. Pozzi, David D. Wentzloff:
Real-Time Classification of Radiation Pulses With Piled-Up Recovery Using an FPGA-Based Artificial Neural Network. IEEE Access 11: 78074-78083 (2023) - [j32]Chin-Wei Hsu, Hun-Seok Kim:
Hyper-Dimensional Modulation for Robust Short Packets in Massive Machine-Type Communications. IEEE Trans. Commun. 71(3): 1388-1402 (2023) - [j31]Chin-Wei Hsu, Achilleas Anastasopoulos, Hun-Seok Kim:
Instantaneous Feedback-Based Opportunistic Symbol Length Adaptation for Reliable Communication. IEEE Trans. Commun. 71(7): 3876-3888 (2023) - [j30]Chenghong Bian, Chin-Wei Hsu, Changwoo Lee, Hun-Seok Kim:
Learning-Based Near-Orthogonal Superposition Code for MIMO Short Message Transmission. IEEE Trans. Commun. 71(9): 5108-5123 (2023) - [c80]Changwoo Lee, Xiao Hu, Hun-Seok Kim:
Deep Joint Source-Channel Coding with Iterative Source Error Correction. AISTATS 2023: 3879-3902 - [c79]Pierre Abillama, Zichen Fan, Yu Chen, Hyochan An, Qirui Zhang, Seungkyu Choi, David T. Blaauw, Dennis Sylvester, Hun-Seok Kim:
SONA: An Accelerator for Transform-Domain Neural Networks with Sparse-Orthogonal Weights. ASAP 2023: 18-26 - [c78]Bowen Liu, Yu Chen, Rakesh Chowdary Machineni, Shiyu Liu, Hun-Seok Kim:
MMVC: Learned Multi-Mode Video Compression with Block-based Prediction Mode Selection and Density-Adaptive Entropy Coding. CVPR 2023: 18487-18496 - [c77]Yu Chen, Mingyu Yang, Hun-Seok Kim:
Search for Efficient Deep Visual-Inertial Odometry Through Neural Architecture Search. ICASSP 2023: 1-5 - [c76]Boxuan Chang, Chenyu Wang, Hun-Seok Kim:
Deep Learning-Based Joint Channel Coding and Frequency Modulation for Low Power Connectivity. ICC 2023: 1274-1279 - [c75]Sara Shoouri, Mingyu Yang, Zichen Fan, Hun-Seok Kim:
Efficient Computation Sharing for Multi-Task Visual Scene Understanding. ICCV 2023: 17084-17095 - [c74]Zichen Fan, Qirui Zhang, Pierre Abillama, Sara Shoouri, Changwoo Lee, David T. Blaauw, Hun-Seok Kim, Dennis Sylvester:
TaskFusion: An Efficient Transfer Learning Architecture with Dual Delta Sparsity for Multi-Task Natural Language Processing. ISCA 2023: 5:1-5:14 - [c73]Hyochan An, Yu Chen, Zichen Fan, Qirui Zhang, Pierre Abillama, Hun-Seok Kim, David T. Blaauw, Dennis Sylvester:
An 8.09TOPS/W Neural Engine Leveraging Bit-Sparsified Sign-Magnitude Multiplications and Dual Adder Trees. ISSCC 2023: 422-423 - [c72]Ji-Hwan SeoI, Heejin Yang, Rohit Rothe, Zichen Fan, Qirui Zhang, Hun-Seok Kim, David T. Blaauw, Dennis Sylvester:
A $1.5\mu\mathrm{W}$ End-to-End Keyword Spotting SoC with Content-Adaptive Frame Sub-Sampling and Fast-Settling Analog Frontend. ISSCC 2023: 428-429 - [c71]Yunfan Wang, Steve Young, Demba Komma, Jaechan Lim, Zhen Feng, Zichen Fan, Chien-Wei Tseng, Hun-Seok Kim, David T. Blaauw:
Global Localization of Energy-Constrained Miniature RF Emitters using Low Earth Orbit Satellites. SenSys 2023: 403-416 - [c70]Jungho Lee, Joseph G. Letner, Jongyup Lim, Yi Sun, Seokhyeon Jeong, Yejoong Kim, Beomseo Koo, Gabriele Atzeni, Jiawei Liao, Julianna M. Richie, Elena Della Valle, Paras R. Patel, Taekwang Jang, Cynthia A. Chestek, Jamie Phillips, James D. Weiland, Dennis Sylvester, Hun-Seok Kim, David T. Blaauw:
A Wireless Neural Stimulator IC for Cortical Visual Prosthesis. VLSI Technology and Circuits 2023: 1-2 - [c69]Chien-Wei Tseng, Zhen Feng, Zichen Fan, Hyochan An, Yunfan Wang, Hun-Seok Kim, David T. Blaauw:
A Reconfigurable Analog FIR Filter Achieving -70dB Rejection with Sharp Transition for Narrowband Receivers. VLSI Technology and Circuits 2023: 1-2 - [i14]Changwoo Lee, Xiao Hu, Hun-Seok Kim:
Deep Joint Source-Channel Coding with Iterative Source Error Correction. CoRR abs/2302.09174 (2023) - [i13]Sara Shoouri, Mingyu Yang, Zichen Fan, Hun-Seok Kim:
Efficient Computation Sharing for Multi-Task Visual Scene Understanding. CoRR abs/2303.09663 (2023) - [i12]Bowen Liu, Yu Chen, Rakesh Chowdary Machineni, Shiyu Liu, Hun-Seok Kim:
MMVC: Learned Multi-Mode Video Compression with Block-based Prediction Mode Selection and Density-Adaptive Entropy Coding. CoRR abs/2304.02273 (2023) - [i11]Changwoo Lee, Hun-Seok Kim:
Differentiable Learning of Generalized Structured Matrices for Efficient Deep Neural Networks. CoRR abs/2310.18882 (2023) - 2022
- [j29]Sung Kim, Morteza Fayazi, Alhad Daftardar, Kuan-Yu Chen, Jielun Tan, Subhankar Pal, Tutu Ajayi, Yan Xiong, Trevor N. Mudge, Chaitali Chakrabarti, David T. Blaauw, Ronald G. Dreslinski, Hun-Seok Kim:
Versa: A 36-Core Systolic Multiprocessor With Dynamically Reconfigurable Interconnect and Memory. IEEE J. Solid State Circuits 57(4): 986-998 (2022) - [j28]Jongyup Lim, Jungho Lee, Eunseong Moon, Michael Barrow, Gabriele Atzeni, Joseph G. Letner, Joseph T. Costello, Samuel R. Nason, Paras R. Patel, Yi Sun, Parag G. Patil, Hun-Seok Kim, Cynthia A. Chestek, Jamie Phillips, David T. Blaauw, Dennis Sylvester, Taekwang Jang:
A Light-Tolerant Wireless Neural Recording IC for Motor Prediction With Near-Infrared-Based Power and Data Telemetry. IEEE J. Solid State Circuits 57(4): 1061-1074 (2022) - [j27]Inhee Lee, Roger Hsiao, Gordy Carichner, Chin-Wei Hsu, Mingyu Yang, Sara Shoouri, Katherine Ernst, Tess Carichner, Yuyang Li, Jaechan Lim, Cole R. Julick, Eunseong Moon, Yi Sun, Jamie Phillips, Kristi L. Montooth, Delbert A. Green II, Hun-Seok Kim, David T. Blaauw:
Tracking the Migration of the Monarch Butterflies with the World's Smallest Computer. GetMobile Mob. Comput. Commun. 26(1): 25-29 (2022) - [j26]Hyochan An, Samuel R. Nason-Tomaszewski, Jongyup Lim, Kyumin Kwon, Matthew S. Willsey, Parag G. Patil, Hun-Seok Kim, Dennis Sylvester, Cynthia A. Chestek, David T. Blaauw:
A Power-Efficient Brain-Machine Interface System With a Sub-mw Feature Extraction and Decoding ASIC Demonstrated in Nonhuman Primates. IEEE Trans. Biomed. Circuits Syst. 16(3): 395-408 (2022) - [j25]Mingyu Yang, Chenghong Bian, Hun-Seok Kim:
OFDM-Guided Deep Joint Source Channel Coding for Wireless Multipath Fading Channels. IEEE Trans. Cogn. Commun. Netw. 8(2): 584-599 (2022) - [c68]Xin He, Kuan-Yu Chen, Siying Feng, Hun-Seok Kim, David T. Blaauw, Ronald G. Dreslinski, Trevor N. Mudge:
Squaring the circle: Executing Sparse Matrix Computations on FlexTPU - A TPU-Like Processor. PACT 2022: 148-159 - [c67]Mingyu Yang, Yu Chen, Hun-Seok Kim:
Efficient Deep Visual and Inertial Odometry with Adaptive Visual Modality Selection. ECCV (38) 2022: 233-250 - [c66]Yu Chen, Bowen Liu, Zijian Zhang, Hun-Seok Kim:
An End-to-End Deep Learning Framework For Multiple Audio Source Separation And Localization. ICASSP 2022: 736-740 - [c65]Mingyu Yang, Hun-Seok Kim:
Deep Joint Source-Channel Coding for Wireless Image Transmission with Adaptive Rate Control. ICASSP 2022: 5193-5197 - [c64]Chenghong Bian, Mingyu Yang, Chin-Wei Hsu, Hun-Seok Kim:
Deep Learning Based Near-Orthogonal Superposition Code for Short Message Transmission. ICC 2022: 3892-3897 - [c63]Yan Xiong, Jingtao Li, David T. Blaauw, Hun-Seok Kim, Trevor N. Mudge, Ronald G. Dreslinski, Chaitali Chakrabarti:
Improving Energy Efficiency of Convolutional Neural Networks on Multi-core Architectures through Run-time Reconfiguration. ISCAS 2022: 375-379 - [c62]Daniel W. Bliss, Tutu Ajayi, Ali Akoglu, Ilkin Aliyev, Toygun Basaklar, Leul Belayneh, David T. Blaauw, John S. Brunhaver, Chaitali Chakrabarti, Liangliang Chang, Kuan-Yu Chen, Ming-Hung Chen, Xing Chen, Alex R. Chiriyath, Alhad Daftardar, Ronald G. Dreslinski, Arindam Dutta, Allen-Jasmin Farcas, Y. Fu, A. Alper Goksoy, X. He, Md Sahil Hassan, Andrew Herschfelt, Jacob Holtom, Hun-Seok Kim, A. N. Krishnakumar, Yang Li, Owen Ma, Joshua Mack, Saurav Mallik, Sumit K. Mandal, Radu Marculescu, Brittany M. McCall, Trevor N. Mudge, Ümit Y. Ogras, Vishrut Pandey, Saquib Ahmad Siddiqui, Yu-Hsiu Sun, Adarsh A. Venkataramani, Xiangdong Wei, B. R. Willis, Hanguang Yu, Yufan Yue:
Enabling Software-Defined RF Convergence with a Novel Coarse-Scale Heterogeneous Processor. ISCAS 2022: 443-447 - [c61]Yufan Yue, Tutu Ajayi, Xueyang Liu, Peiwen Xing, Zihan Wang, David T. Blaauw, Ronald G. Dreslinski, Hun-Seok Kim:
A Unified Forward Error Correction Accelerator for Multi-Mode Turbo, LDPC, and Polar Decoding. ISLPED 2022: 23:1-23:6 - [c60]Chien-Wei Tseng, Demba Komma, Kuan-Yu Chen, Rohit Rothe, Zhen Feng, Makoto Yasuda, Masaru Kawaminami, Hun-Seok Kim, David T. Blaauw:
A Long-Range Narrowband RF Localization System with a Crystal-Less Frequency-Hopping Receiver. ISSCC 2022: 392-394 - [c59]Zichen Fan, Hyochan An, Qirui Zhang, Boxun Xu, Li Xu, Chien-Wei Tseng, Yimai Peng, Ang Cao, Bowen Liu, Changwoo Lee, Zhehong Wang, Fanghao Liu, Guanru Wang, Shenghao Jiang, Hun-Seok Kim, David T. Blaauw, Dennis Sylvester:
Audio and Image Cross-Modal Intelligence via a 10TOPS/W 22nm SoC with Back-Propagation and Dynamic Power Gating. VLSI Technology and Circuits 2022: 18-19 - [c58]Gabriele Atzeni, Jongyup Lim, Jiawei Liao, Alessandro Novello, Jungho Lee, Eunseong Moon, Michael Barrow, Joseph G. Letner, Joseph T. Costello, Samuel R. Nason, Paras R. Patel, Parag G. Patil, Hun-Seok Kim, Cynthia A. Chestek, Jamie Phillips, David T. Blaauw, Taekwang Jang:
A 260×274 μm2 572 nW Neural Recording Micromote Using Near-Infrared Power Transfer and an RF Data Uplink. VLSI Technology and Circuits 2022: 64-65 - [c57]Qirui Zhang, Hyochan An, Zichen Fan, Zhehong Wang, Ziyun Li, Guanru Wang, Hun-Seok Kim, David T. Blaauw, Dennis Sylvester:
A 22nm 3.5TOPS/W Flexible Micro-Robotic Vision SoC with 2MB eMRAM for Fully-on-Chip Intelligence. VLSI Technology and Circuits 2022: 72-73 - [c56]Kuan-Yu Chen, Chi-Sheng Yang, Yu-Hsiu Sun, Chien-Wei Tseng, Morteza Fayazi, Xin He, Siying Feng, Yufan Yue, Trevor N. Mudge, Ronald G. Dreslinski, Hun-Seok Kim, David T. Blaauw:
A 507 GMACs/J 256-Core Domain Adaptive Systolic-Array-Processor for Wireless Communication and Linear-Algebra Kernels in 12nm FINFET. VLSI Technology and Circuits 2022: 202-203 - [i10]Zhehong Wang, Dennis Sylvester, Hun-Seok Kim, David T. Blaauw:
Hardware Acceleration for Third-Generation FHE and PSI Based on It. CoRR abs/2204.11334 (2022) - [i9]Mingyu Yang, Yu Chen, Hun-Seok Kim:
Efficient Deep Visual and Inertial Odometry with Adaptive Visual Modality Selection. CoRR abs/2205.06187 (2022) - [i8]Chenghong Bian, Chin-Wei Hsu, Changwoo Lee, Hun-Seok Kim:
Learning-Based Near-Orthogonal Superposition Code for MIMO Short Message Transmission. CoRR abs/2206.15065 (2022) - [i7]Chin-Wei Hsu, Hun-Seok Kim, Achilleas Anastasopoulos:
Autocorrelation and Spectrum Analysis for Variable Symbol Length Communications with Feedback. CoRR abs/2211.11879 (2022) - 2021
- [j24]Abbas Johar Jinia, Tessa E. Maurer, Christopher A. Meert, Michael Y. Hua, Shaun D. Clarke, Hun-Seok Kim, David D. Wentzloff, Sara A. Pozzi:
An Artificial Neural Network System for Photon-Based Active Interrogation Applications. IEEE Access 9: 119871-119880 (2021) - [j23]Hyochan An, Sam Schiferl, Siddharth Venkatesan, Tim Wesley, Qirui Zhang, Jingcheng Wang, Kyojin Choo, Shiyu Liu, Bowen Liu, Ziyun Li, Luyao Gong, Hengfei Zhong, David T. Blaauw, Ronald G. Dreslinski, Hun-Seok Kim, Dennis Sylvester:
An Ultra-Low-Power Image Signal Processor for Hierarchical Image Recognition With Deep Neural Networks. IEEE J. Solid State Circuits 56(4): 1071-1081 (2021) - [j22]Ziyun Li, Zhehong Wang, Li Xu, Qing Dong, Bowen Liu, Chin-I Su, Wen-Ting Chu, George Tsou, Yu-Der Chih, Tsung-Yung Jonathan Chang, Dennis Sylvester, Hun-Seok Kim, David T. Blaauw:
RRAM-DNN: An RRAM and Model-Compression Empowered All-Weights-On-Chip DNN Accelerator. IEEE J. Solid State Circuits 56(4): 1105-1115 (2021) - [c55]Bowen Liu, Yu Chen, Shiyu Liu, Hun-Seok Kim:
Deep Learning in Latent Space for Video Prediction and Compression. CVPR 2021: 701-710 - [c54]Chin-Wei Hsu, Achilleas Anastasopoulos, Hun-Seok Kim:
Instantaneous Feedback-based Opportunistic Symbol Length Adaptation for Reliable Communication. GLOBECOM 2021: 1-6 - [c53]Mingyu Yang, Chenghong Bian, Hun-Seok Kim:
Deep Joint Source Channel Coding for Wireless Image Transmission with OFDM. ICC 2021: 1-6 - [c52]Yu Chen, Bowen Liu, Pierre Abillama, Hun-Seok Kim:
HTNN: Deep Learning in Heterogeneous Transform Domains with Sparse-Orthogonal Weights. ISLPED 2021: 1-6 - [c51]Inhee Lee, Roger Hsiao, Gordy Carichner, Chin-Wei Hsu, Mingyu Yang, Sara Shoouri, Katherine Ernst, Tess Carichner, Yuyang Li, Jaechan Lim, Cole R. Julick, Eunseong Moon, Yi Sun, Jamie Phillips, Kristi L. Montooth, Delbert A. Green II, Hun-Seok Kim, David T. Blaauw:
mSAIL: milligram-scale multi-modal sensor platform for monarch butterfly migration tracking. MobiCom 2021: 517-530 - [c50]Sung Kim, Morteza Fayazi, Alhad Daftardar, Kuan-Yu Chen, Jielun Tan, Subhankar Pal, Tutu Ajayi, Yan Xiong, Trevor N. Mudge, Chaitali Chakrabarti, David T. Blaauw, Ronald G. Dreslinski, Hun-Seok Kim:
Versa: A Dataflow-Centric Multiprocessor with 36 Systolic ARM Cortex-M4F Cores and a Reconfigurable Crossbar-Memory Hierarchy in 28nm. VLSI Circuits 2021: 1-2 - [c49]Jongyup Lim, Jungho Lee, Eunseong Moon, Michael Barrow, Gabriele Atzeni, Joseph G. Letner, Joseph T. Costello, Samuel R. Nason, Paras R. Patel, Parag G. Patil, Hun-Seok Kim, Cynthia A. Chestek, Jamie Phillips, David T. Blaauw, Dennis Sylvester, Taekwang Jang:
A Light Tolerant Neural Recording IC for Near-Infrared-Powered Free Floating Motes. VLSI Circuits 2021: 1-2 - [i6]Mingyu Yang, Chenghong Bian, Hun-Seok Kim:
Deep Joint Source Channel Coding for WirelessImage Transmission with OFDM. CoRR abs/2101.03909 (2021) - [i5]Sung Kim, Morteza Fayazi, Alhad Daftardar, Kuan-Yu Chen, Jielun Tan, Subhankar Pal, Tutu Ajayi, Yan Xiong, Trevor N. Mudge, Chaitali Chakrabarti, David T. Blaauw, Ronald G. Dreslinski, Hun-Seok Kim:
Versa: A Dataflow-Centric Multiprocessor with 36 Systolic ARM Cortex-M4F Cores and a Reconfigurable Crossbar-Memory Hierarchy in 28nm. CoRR abs/2109.03024 (2021) - [i4]Mingyu Yang, Hun-Seok Kim:
Deep Joint Source-Channel Coding for Wireless Image Transmission with Adaptive Rate Control. CoRR abs/2110.04456 (2021) - [i3]Chenghong Bian, Mingyu Yang, Chin-Wei Hsu, Hun-Seok Kim:
Deep Learning Based Near-Orthogonal Superposition Code for Short Message Transmission. CoRR abs/2111.03263 (2021) - 2020
- [j21]Dong-Hyeon Park, Subhankar Pal, Siying Feng, Paul Gao, Jielun Tan, Austin Rovinski, Shaolin Xie, Chun Zhao, Aporva Amarnath, Timothy Wesley, Jonathan Beaumont, Kuan-Yu Chen, Chaitali Chakrabarti, Michael Bedford Taylor, Trevor N. Mudge, David T. Blaauw, Hun-Seok Kim, Ronald G. Dreslinski:
A 7.3 M Output Non-Zeros/J, 11.7 M Output Non-Zeros/GB Reconfigurable Sparse Matrix-Matrix Multiplication Accelerator. IEEE J. Solid State Circuits 55(4): 933-944 (2020) - [j20]Li-Xuan Chuo, Zhen Feng, Yejoong Kim, Nikolaos Chiotellis, Makoto Yasuda, Satoru Miyoshi, Masaru Kawaminami, Anthony Grbic, David D. Wentzloff, David T. Blaauw, Hun-Seok Kim:
Millimeter-Scale Node-to-Node Radio Using a Carrier Frequency-Interlocking IF Receiver for a Fully Integrated 4 $\times$ 4 $\times$ 4 mm3 Wireless Sensor Node. IEEE J. Solid State Circuits 55(5): 1128-1138 (2020) - [j19]Jaechan Lim, Hun-Seok Kim, Hyung-Min Park:
Interactive-Multiple-Model Algorithm Based on Minimax Particle Filtering. IEEE Signal Process. Lett. 27: 36-40 (2020) - [c48]Subhankar Pal, Siying Feng, Dong-Hyeon Park, Sung Kim, Aporva Amarnath, Chi-Sheng Yang, Xin He, Jonathan Beaumont, Kyle May, Yan Xiong, Kuba Kaszyk, John Magnus Morton, Jiawen Sun, Michael F. P. O'Boyle, Murray Cole, Chaitali Chakrabarti, David T. Blaauw, Hun-Seok Kim, Trevor N. Mudge, Ronald G. Dreslinski:
Transmuter: Bridging the Efficiency Gap using Memory and Dataflow Reconfiguration. PACT 2020: 175-190 - [c47]Yao-Shan Hsiao, Mingyu Yang, Hun-Seok Kim:
Super-Resolution Time-of-Arrival Estimation using Neural Networks. EUSIPCO 2020: 1692-1696 - [c46]Mingyu Yang, Roger Hsiao, Gordy Carichner, Katherine Ernst, Jaechan Lim, Delbert A. Green II, Inhee Lee, David T. Blaauw, Hun-Seok Kim:
Migrating Monarch Butterfly Localization Using Multi-Modal Sensor Fusion Neural Networks. EUSIPCO 2020: 1792-1796 - [c45]Chin-Wei Hsu, Hun-Seok Kim:
Non-Orthogonal Modulation for Short Packets in Massive Machine Type Communications. GLOBECOM 2020: 1-6 - [c44]Bowen Liu, Ang Cao, Hun-Seok Kim:
Unified Signal Compression Using Generative Adversarial Networks. ICASSP 2020: 3177-3181 - [c43]Yan Xiong, Jian Zhou, Subhankar Pal, David T. Blaauw, Hun-Seok Kim, Trevor N. Mudge, Ronald G. Dreslinski, Chaitali Chakrabarti:
Accelerating Deep Neural Network Computation on a Low Power Reconfigurable Architecture. ISCAS 2020: 1-5 - [c42]Jongyup Lim, Eunseong Moon, Michael Barrow, Samuel R. Nason, Paras R. Patel, Parag G. Patil, Sechang Oh, Inhee Lee, Hun-Seok Kim, Dennis Sylvester, David T. Blaauw, Cynthia A. Chestek, Jamie Phillips, Tae-Kwang Jang:
26.9 A 0.19×0.17mm2 Wireless Neural Recording IC for Motor Prediction with Near-Infrared-Based Power and Data Telemetry. ISSCC 2020: 416-418 - [c41]Jongyup Lim, Myungjoon Choi, Bowen Liu, Taewook Kang, Ziyun Li, Zhehong Wang, Yiqun Zhang, Kaiyuan Yang, David T. Blaauw, Hun-Seok Kim, Dennis Sylvester:
AA-ResNet: Energy Efficient All-Analog ResNet Accelerator. MWSCAS 2020: 603-606 - [c40]Pengqi Lu, Jaechan Lim, Roland Graf, Hun-Seok Kim:
iGYM: An Inclusive Augmented Reality Exergame for People of All Abilities. SiPS 2020: 1-6 - [c39]Hyochan An, Siddharth Venkatesan, Sam Schiferl, Tim Wesley, Qirui Zhang, Jingcheng Wang, Kyojin Choo, Shiyu Liu, Bowen Liu, Ziyun Li, Hengfei Zhong, Luyao Gong, David T. Blaauw, Ronald G. Dreslinski, Dennis Sylvester, Hun-Seok Kim:
A 170μW Image Signal Processor Enabling Hierarchical Image Recognition for Intelligence at the Edge. VLSI Circuits 2020: 1-2 - [c38]Jingcheng Wang, Hyochan An, Qirui Zhang, Hun-Seok Kim, David T. Blaauw, Dennis Sylvester:
1.03pW/b Ultra-Low Leakage Voltage-Stacked SRAM for Intelligent Edge Processors. VLSI Circuits 2020: 1-2 - [c37]Zhehong Wang, Ziyun Li, Li Xu, Qing Dong, Chin-I Su, Wen-Ting Chu, George Tsou, Yu-Der Chih, Tsung-Yung Jonathan Chang, Dennis Sylvester, Hun-Seok Kim, David T. Blaauw:
An All-Weights-on-Chip DNN Accelerator in 22nm ULL Featuring 24×1 Mb eRRAM. VLSI Circuits 2020: 1-2
2010 – 2019
- 2019
- [j18]Ziyun Li, Jingcheng Wang, Dennis Sylvester, David T. Blaauw, Hun-Seok Kim:
A 1920 $\times$ 1080 25-Frames/s 2.4-TOPS/W Low-Power 6-D Vision Processor for Unified Optical Flow and Stereo Depth With Semi-Global Matching. IEEE J. Solid State Circuits 54(4): 1048-1058 (2019) - [j17]Xing Chen, Jacob Breiholz, Farah B. Yahya, Christopher J. Lukas, Hun-Seok Kim, Benton H. Calhoun, David D. Wentzloff:
Analysis and Design of an Ultra-Low-Power Bluetooth Low-Energy Transmitter With Ring Oscillator-Based ADPLL and 4 $\times$ Frequency Edge Combiner. IEEE J. Solid State Circuits 54(5): 1339-1350 (2019) - [j16]Abdullah Mohammed Alghaihab, Yao Shi, Jacob Breiholz, Hun-Seok Kim, Benton H. Calhoun, David D. Wentzloff:
Enhanced Interference Rejection Bluetooth Low-Energy Back-Channel Receiver With LO Frequency Hopping. IEEE J. Solid State Circuits 54(7): 2019-2027 (2019) - [j15]Sechang Oh, Minchang Cho, Zhan Shi, Jongyup Lim, Yejoong Kim, Seokhyeon Jeong, Yu Chen, Rohit Rothe, David T. Blaauw, Hun-Seok Kim, Dennis Sylvester:
An Acoustic Signal Processing Chip With 142-nW Voice Activity Detection Using Mixer-Based Sequential Frequency Scanning and Neural Network Classification. IEEE J. Solid State Circuits 54(11): 3005-3016 (2019) - [j14]Ziyun Li, Jiang Xiang, Luyao Gong, David T. Blaauw, Chaitali Chakrabarti, Hun-Seok Kim:
Low Complexity, Hardware-Efficient Neighbor-Guided SGM Optical Flow for Low-Power Mobile Vision Applications. IEEE Trans. Circuits Syst. Video Technol. 29(7): 2191-2204 (2019) - [c36]Roland Graf, Sun Young Park, Emma Shpiz, Hun-Seok Kim:
iGYM: A Wheelchair-Accessible Interactive Floor Projection System for Co-located Physical Play. CHI Extended Abstracts 2019 - [c35]Roland Graf, Pallavi Benawri, Amy E. Whitesall, Dashiell Carichner, Zixuan Li, Michael Nebeling, Hun-Seok Kim:
iGYM: An Interactive Floor Projection System for Inclusive Exergame Environments. CHI PLAY 2019: 31-43 - [c34]Sechang Oh, Minchang Cho, Xiao Wu, Yejoong Kim, Li-Xuan Chuo, Wootaek Lim, Pat Pannuto, Suyoung Bang, Kaiyuan Yang, Hun-Seok Kim, Dennis Sylvester, David T. Blaauw:
IoT2 - the Internet of Tiny Things: Realizing mm-Scale Sensors through 3D Die Stacking. DATE 2019: 686-691 - [c33]Chin-Wei Hsu, Hun-Seok Kim:
Collision-Tolerant Narrowband Communication Using Non-Orthogonal Modulation and Multiple Access. GLOBECOM 2019: 1-6 - [c32]Mingyu Yang, Li-Xuan Chuo, Karan Suri, Lu Liu, Hao Zheng, Hun-Seok Kim:
iLPS: Local Positioning System with Simultaneous Localization and Wireless Communication. INFOCOM 2019: 379-387 - [c31]Ziyun Li, Yu Chen, Luyao Gong, Lu Liu, Dennis Sylvester, David T. Blaauw, Hun-Seok Kim:
An 879GOPS 243mW 80fps VGA Fully Visual CNN-SLAM Processor for Wide-Range Autonomous Exploration. ISSCC 2019: 134-136 - [c30]Minchang Cho, Sechang Oh, Zhan Shi, Jongyup Lim, Yejoong Kim, Seokhyeon Jeong, Yu Chen, David T. Blaauw, Hun-Seok Kim, Dennis Sylvester:
A 142nW Voice and Acoustic Activity Detection Chip for mm-Scale Sensor Nodes Using Time-Interleaved Mixer-Based Frequency Scanning. ISSCC 2019: 278-280 - [c29]Yao Shi, Xing Chen, Hun-Seok Kim, David T. Blaauw, David D. Wentzloff:
A 606μW mm-Scale Bluetooth Low-Energy Transmitter Using Co-Designed 3.5×3.5mm2 Loop Antenna and Transformer-Boost Power Oscillator. ISSCC 2019: 442-444 - [c28]Subhankar Pal, Dong-Hyeon Park, Siying Feng, Paul Gao, Jielun Tan, Austin Rovinski, Shaolin Xie, Chun Zhao, Aporva Amarnath, Timothy Wesley, Jonathan Beaumont, Kuan-Yu Chen, Chaitali Chakrabarti, Michael B. Taylor, Trevor N. Mudge, David T. Blaauw, Hun-Seok Kim, Ronald G. Dreslinski:
A 7.3 M Output Non-Zeros/J Sparse Matrix-Matrix Multiplication Accelerator using Memory Reconfiguration in 40 nm. VLSI Circuits 2019: 150- - [i2]Najme Ebrahimi, Hun-Seok Kim, David T. Blaauw:
Simultaneous Interference-Data Transmission for Secret Key Generation in Distributed IoT Sensor Networks. CoRR abs/1910.13355 (2019) - [i1]Mingyu Yang, Roger Hsiao, Gordy Carichner, Katherine Ernst, Jaechan Lim, Delbert A. Green II, Inhee Lee, David T. Blaauw, Hun-Seok Kim:
Migrating Monarch Butterfly Localization Using Multi-Sensor Fusion Neural Networks. CoRR abs/1912.06907 (2019) - 2018
- [j13]Ziyun Li, Qing Dong, Mehdi Saligane, Benjamin P. Kempke, Luyao Gong, Zhengya Zhang, Ronald G. Dreslinski, Dennis Sylvester, David T. Blaauw, Hun-Seok Kim:
A 1920 × 1080 30-frames/s 2.3 TOPS/W Stereo-Depth Processor for Energy-Efficient Autonomous Navigation of Micro Aerial Vehicles. IEEE J. Solid State Circuits 53(1): 76-90 (2018) - [j12]Seokhyeon Jeong, Yu Chen, Tae-Kwang Jang, Julius Ming-Lin Tsai, David T. Blaauw, Hun-Seok Kim, Dennis Sylvester:
Always-On 12-nW Acoustic Sensing and Object Recognition Microsystem for Unattended Ground Sensor Nodes. IEEE J. Solid State Circuits 53(1): 261-274 (2018) - [j11]Avish Kosari, Hun-Seok Kim, David D. Wentzloff:
A MURS Band Digital Quadrature Transmitter With Class-B I/Q Cell Sharing for Long Range IoT Applications. IEEE Trans. Circuits Syst. II Express Briefs 65-II(6): 729-733 (2018) - [j10]Abdullah Mohammed Alghaihab, Hun-Seok Kim, David D. Wentzloff:
Analysis of Circuit Noise and Non-Ideal Filtering Impact on Energy Detection Based Ultra-Low-Power Radios Performance. IEEE Trans. Circuits Syst. II Express Briefs 65-II(12): 1924-1928 (2018) - [j9]Mohit Shah, Sairam Arunachalam, Jingcheng Wang, David T. Blaauw, Dennis Sylvester, Hun-Seok Kim, Jae-sun Seo, Chaitali Chakrabarti:
A Fixed-Point Neural Network Architecture for Speech Applications on Resource Constrained Hardware. J. Signal Process. Syst. 90(5): 727-741 (2018) - [c27]Hyeongseok Kim, Nikolaos Chiotellis, Elnaz Ansari, Muhammad Faisal, Tae-Kwang Jang, Anthony Grbic, Hun-Seok Kim, David T. Blaauw, David D. Wentzloff:
A receiver/antenna co-design for a 1.5mJ per fix fully-integrated 10×10×6mm3 GPS logger. CICC 2018: 1-4 - [c26]Jaeho Im, Hun-Seok Kim, David D. Wentzloff:
A 470µW -92.5dBm OOK/FSK Receiver for IEEE 802.11 WiFi LP-WUR. ESSCIRC 2018: 302-305 - [c25]Subhankar Pal, Jonathan Beaumont, Dong-Hyeon Park, Aporva Amarnath, Siying Feng, Chaitali Chakrabarti, Hun-Seok Kim, David T. Blaauw, Trevor N. Mudge, Ronald G. Dreslinski:
OuterSPACE: An Outer Product Based Sparse Matrix Multiplication Accelerator. HPCA 2018: 724-736 - [c24]Hun-Seok Kim:
HDM: Hyper-Dimensional Modulation for Robust Low-Power Communications. ICC 2018: 1-6 - [c23]Yue Dai, Wenhao Peng, Yu Wang, Li-Xuan Chuo, Karan Suri, Hao Zheng, David D. Wentzloff, Hun-Seok Kim:
Implementation and Evaluation of Bi-Directional WiFi Back-channel Communication. PIMRC 2018: 1-7 - [c22]Ziyun Li, Jingcheng Wang, Dennis Sylvester, David T. Blaauw, Hun-Seok Kim:
A1920 × 1080 25FPS, 2.4TOPS/W Unified Optical Flow and Depth 6D Vision Processor for Energy-Efficient, Low Power Autonomous Navigation. VLSI Circuits 2018: 135-136 - 2017
- [j8]Taekwang Jang, Gyouho Kim, Benjamin P. Kempke, Michael B. Henry, Nikolaos Chiotellis, Carl Pfeiffer, Dongkwun Kim, Yejoong Kim, Zhiyoong Foo, Hyeongseok Kim, Anthony Grbic, Dennis Sylvester, Hun-Seok Kim, David D. Wentzloff, David T. Blaauw:
Circuit and System Designs of Ultra-Low Power Sensor Nodes With Illustration in a Miniaturized GNSS Logger for Position Tracking: Part I - Analog Circuit Techniques. IEEE Trans. Circuits Syst. I Regul. Pap. 64-I(9): 2237-2249 (2017) - [j7]Tae-Kwang Jang, Gyouho Kim, Benjamin P. Kempke, Michael B. Henry, Nikolaos Chiotellis, Carl Pfeiffer, Dongkwun Kim, Yejoong Kim, Zhiyoong Foo, Hyeongseok Kim, Anthony Grbic, Dennis Sylvester, Hun-Seok Kim, David D. Wentzloff, David T. Blaauw:
Circuit and System Designs of Ultra-Low Power Sensor Nodes With Illustration in a Miniaturized GNSS Logger for Position Tracking: Part II - Data Communication, Energy Harvesting, Power Management, and Digital Circuits. IEEE Trans. Circuits Syst. I Regul. Pap. 64-I(9): 2250-2262 (2017) - [c21]Yajing Chen, Shengshuo Lu, Cheng Fu, David T. Blaauw, Ronald Dreslinski Jr., Trevor N. Mudge, Hun-Seok Kim:
A Programmable Galois Field Processor for the Internet of Things. ISCA 2017: 55-68 - [c20]Ziyun Li, Qing Dong, Mehdi Saligane, Benjamin P. Kempke, Shijia Yang, Zhengya Zhang, Ronald G. Dreslinski, Dennis Sylvester, David T. Blaauw, Hun-Seok Kim:
3.7 A 1920×1080 30fps 2.3TOPS/W stereo-depth processor for robust autonomous navigation. ISSCC 2017: 62-63 - [c19]Li-Xuan Chuo, Yao Shi, Zhihong Luo, Nikolaos Chiotellis, Zhiyoong Foo, Gyouho Kim, Yejoong Kim, Anthony Grbic, David D. Wentzloff, Hun-Seok Kim, David T. Blaauw:
7.4 A 915MHz asymmetric radio using Q-enhanced amplifier for a fully integrated 3×3×3mm3 wireless sensor node with 20m non-line-of-sight communication. ISSCC 2017: 132-133 - [c18]Suyoung Bang, Jingcheng Wang, Ziyun Li, Cao Gao, Yejoong Kim, Qing Dong, Yen-Po Chen, Laura Fick, Xun Sun, Ronald G. Dreslinski, Trevor N. Mudge, Hun-Seok Kim, David T. Blaauw, Dennis Sylvester:
14.7 A 288µW programmable deep-learning processor with 270KB on-chip weight storage using non-uniform memory hierarchy for mobile intelligence. ISSCC 2017: 250-251 - [c17]Seokhyeon Jeong, Yu Chen, Tae-Kwang Jang, Julius Ming-Lin Tsai, David T. Blaauw, Hun-Seok Kim, Dennis Sylvester:
21.6 A 12nW always-on acoustic sensing and object recognition microsystem using frequency-domain feature extraction and SVM classification. ISSCC 2017: 362-363 - [c16]Li-Xuan Chuo, Zhihong Luo, Dennis Sylvester, David T. Blaauw, Hun-Seok Kim:
RF-Echo: A Non-Line-of-Sight Indoor Localization System Using a Low-Power Active RF Reflector ASIC Tag. MobiCom 2017: 222-234 - 2016
- [j6]Hun-Seok Kim, David D. Wentzloff:
Back-Channel Wireless Communication Embedded in WiFi-Compliant OFDM Packets. IEEE J. Sel. Areas Commun. 34(12): 3181-3194 (2016) - [j5]Yajing Chen, Nikolaos Chiotellis, Li-Xuan Chuo, Carl Pfeiffer, Yao Shi, Ronald G. Dreslinski, Anthony Grbic, Trevor N. Mudge, David D. Wentzloff, David T. Blaauw, Hun-Seok Kim:
Energy-Autonomous Wireless Communication for Millimeter-Scale Internet-of-Things Sensor Nodes. IEEE J. Sel. Areas Commun. 34(12): 3962-3977 (2016) - [j4]Yao Shi, Myungjoon Choi, Ziyun Li, Zhihong Luo, Gyouho Kim, Zhiyoong Foo, Hun-Seok Kim, David D. Wentzloff, David T. Blaauw:
A 10 mm3 Inductive Coupling Radio for Syringe-Implantable Smart Sensor Nodes. IEEE J. Solid State Circuits 51(11): 2570-2583 (2016) - [c15]Huajun Zhang, David D. Wentzloff, Hun-Seok Kim:
Software-Defined, WiFi and BLE Compliant Back-Channel for Ultra-Low Power Wireless Communication. GLOBECOM 2016: 1-6 - [c14]Yajing Chen, Shengshuo Lu, Hun-Seok Kim, David T. Blaauw, Ronald G. Dreslinski, Trevor N. Mudge:
A low power software-defined-radio baseband processor for the Internet of Things. HPCA 2016: 40-51 - [c13]Jiang Xiang, Ziyun Li, David T. Blaauw, Hun-Seok Kim, Chaitali Chakrabarti:
Low complexity optical flow using neighbor-guided semi-global matching. ICIP 2016: 4483-4487 - [c12]Yao Shi, Myungjoon Choi, Ziyun Li, Gyouho Kim, Zhiyoong Foo, Hun-Seok Kim, David D. Wentzloff, David T. Blaauw:
26.7 A 10mm3 syringe-implantable near-field radio system on glass substrate. ISSCC 2016: 448-449 - [c11]Jiang Xiang, Ziyun Li, Hun-Seok Kim, Chaitali Chakrabarti:
Hardware-Efficient Neighbor-Guided SGM Optical Flow for Low Power Vision Applications. SiPS 2016: 1-6 - [c10]Yu Chen, Minchang Cho, Seokhyeon Jeong, David T. Blaauw, Dennis Sylvester, Hun-Seok Kim:
A Dual-Stage, Ultra-Low-Power Acoustic Event Detection System. SiPS 2016: 213-218 - [c9]Wootaek Lim, Tae-Kwang Jang, Inhee Lee, Hun-Seok Kim, Dennis Sylvester, David T. Blaauw:
A 380pW dual mode optical wake-up receiver with ambient noise cancellation. VLSI Circuits 2016: 1-2 - 2015
- [c8]Yonatan Kifle, Hun-Seok Kim, Jerald Yoo:
Human body and head characteristics as a communication medium for Body Area Network. EMBC 2015: 1845-1848 - [c7]Mohit Shah, Jingcheng Wang, David T. Blaauw, Dennis Sylvester, Hun-Seok Kim, Chaitali Chakrabarti:
A fixed-point neural network for keyword detection on resource constrained hardware. SiPS 2015: 1-6 - 2013
- [c6]Pat Bosshart, Glen Gibb, Hun-Seok Kim, George Varghese, Nick McKeown, Martin Izzard, Fernando A. Mujica, Mark Horowitz:
Forwarding metamorphosis: fast programmable match-action processing in hardware for SDN. SIGCOMM 2013: 99-110 - 2012
- [c5]Eric P. Kim, Hun-Seok Kim, Manish Goel:
Coding for jointly optimizing energy and peak current in deep sub-micron VLSI interconnects. ISCAS 2012: 3090-3093 - 2011
- [j3]Hun-Seok Kim, Babak Daneshrad:
Power Optimized PA Clipping for MIMO-OFDM Systems. IEEE Trans. Wirel. Commun. 10(9): 2823-2828 (2011) - 2010
- [j2]Hun-Seok Kim, Babak Daneshrad:
Energy-Constrained Link Adaptation for MIMO OFDM Wireless Communication Systems. IEEE Trans. Wirel. Commun. 9(9): 2820-2832 (2010)
2000 – 2009
- 2009
- [c4]Hun-Seok Kim, Babak Daneshrad:
A Theoretical Treatment of PA Power Optimization in Clipped MIMO-OFDM Systems. GLOBECOM 2009: 1-6 - 2008
- [j1]Hun-Seok Kim, Weijun Zhu, Jatin Bhatia, Karim Mohammed, Anish Shah, Babak Daneshrad:
A Practical, Hardware Friendly MMSE Detector for MIMO-OFDM-Based Systems. EURASIP J. Adv. Signal Process. 2008 (2008) - 2007
- [c3]Hun-Seok Kim, Weijun Zhu, Jatin Bhatia, Karim Mohammed, Anish Shah, Babak Daneshrad:
An efficient FPGA based MIMO-MMSE detector. EUSIPCO 2007: 1131-1135 - [c2]Jesse Chen, Weijun Zhu, Babak Daneshrad, Jatin Bhatia, Hun-Seok Kim, Karim Mohammed, Sandeep Sasi, Anish Shah:
A real time 4×4 MIMO-OFDM SDR for wireless networking research. EUSIPCO 2007: 1151-1155 - 2006
- [c1]Weijun Zhu, Babak Daneshrad, Jatin Bhatia, Jesse Chen, Hun-Seok Kim, Karim Mohammed, Omar A. Nasr, Sandeep Sasi, Anish Shah, Minko Tsai:
A real time MIMO OFDM testbed for cognitive radio & networking research. WiNTECH 2006: 115-116
Coauthor Index
aka: Ronald Dreslinski Jr.
aka: Taekwang Jang
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