Mingu Kang - RankMe

98 papers A* 10A 3B 3C 6Misc 1Journal 61Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	DmNE: A Dual-Mode Neural Engine for Multiplicative and Multiplication-Free Kernels With Fine-Grained Precision Scaling and Processing Elementwise Power Gating. IEEE J. Solid State Circuits Zihan Xia, Mingu Kang
2026	J	`jnl`	Energy-Efficient Reconfigurable XGBoost Inference Accelerator With Modular Unit Trees via Selective Node Execution and Data Movement. IEEE J. Solid State Circuits Chang Eun Song, Yidong Li, Amardeep Ramnani, Pulkit Agrawal, Purvi Agrawal, Sung-Joon Jang, Sang-Seol Lee, Tajana Rosing, Mingu Kang
2026	J	`jnl`	HyAtt: A Hybrid Attention Accelerator for Transformers With Analog In-Memory Computing. IEEE J. Solid State Circuits Ashkan Moradifirouzabadi, Mingu Kang
2026	J	`jnl`	TRIM: Acceleration of Multiplication-Less Neural Networks via Versatile Sparsities. IEEE Trans. Circuits Syst. I Regul. Pap. Zihan Xia, Mingu Kang
2026	J	`jnl`	TripleSumm: Adaptive Triple-Modality Fusion for Video Summarization. CoRR Sumin Kim, Hyemin Jeong, Mingu Kang, Yejin Kim, Yoori Oh, Joonseok Lee
2026	J	`jnl`	VERSA: Verified Event Data Format for Reliable Soccer Analytics. CoRR Geonhee Jo, Mingu Kang, Kangmin Lee, Minho Lee, Pascal Bauer, Sang-Ki Ko
2025	J	`jnl`	Clo-HDnn: A 4.66 TFLOPS/W and 3.78 TOPS/W Continual On-Device Learning Accelerator with Energy-efficient Hyperdimensional Computing via Progressive Search. CoRR Chang Eun Song, Weihong Xu, Keming Fan, Soumil Jain, Gopabandhu Hota, Haichao Yang, Leo Liu, Kerem Akarvardar, Meng-Fan Chang, Carlos H. Diaz, Gert Cauwenberghs, Tajana Rosing, Mingu Kang
2025	—	`conf`	Clo-HDnn: Continual On-Device Learning Accelerator with Hyperdimensional Computing via Progressive Search. HCS Chang Eun Song, Weihong Xu, Keming Fan, Soumil Jain, Gopabandhu Hota, Haichao Yang, Leo Liu, Meng-Fan Chang, Carlos H. Diaz, Gert Cauwenberghs, Tajana Rosing, Mingu Kang
2025	J	`jnl`	End-to-End Acceleration of Generative Models With Runtime Regularized KV Cache Management. IEEE J. Emerg. Sel. Topics Circuits Syst. Ashkan Moradifirouzabadi, Mingu Kang
2025	J	`jnl`	Exploiting Chiplet Integration Technology for Fast High-Capacity DRAM Modules. IEEE Trans. Very Large Scale Integr. Syst. Zihan Xia, Chihun Song, Ram Krishna, Ashita Victor, Srujan Penta, Muhannad S. Bakir, Elyse Rosenbaum, Nam Sung Kim, Mingu Kang
2025	J	`jnl`	FSL-HDnn: A 40 nm Few-shot On-Device Learning Accelerator with Integrated Feature Extraction and Hyperdimensional Computing. CoRR Weihong Xu, Chang Eun Song, Haichao Yang, Leo Liu, Meng-Fan Chang, Carlos H. Diaz, Tajana Rosing, Mingu Kang
2025	A	`conf`	FeNOMS: Enhancing Open Modification Spectral Library Search with In-Storage Processing on Ferroelectric NAND (FeNAND) Flash. ICCAD Sumukh Pinge, Ashkan Moradifirouzabadi, Keming Fan, Prasanna Venkatesan Ravindran, Tanvir H. Pantha, Po-Kai Hsu, Zheyu Li, Weihong Xu, Zihan Xia, Flavio Ponzina, Winston Chern, Taeyoung Song, Priyankka Gundlapudi Ravikumar, Mengkun Tian, Lance Fernandes, Huy Tran, Hari Jayasankar, Hang Chen, Chinsung Park, Amrit Garlapati, Kijoon Kim, Jongho Woo, Suhwan Lim, Kwangsoo Kim, Wanki Kim, Daewon Ha, Duygu Kuzum, Shimeng Yu, Sourav Dutta, Asif Khan, Tajana Rosing, Mingu Kang
2025	J	`jnl`	FeNOMS: Enhancing Open Modification Spectral Library Search with In-Storage Processing on Ferroelectric NAND (FeNAND) Flash. CoRR Sumukh Pinge, Ashkan Moradifirouzabadi, Keming Fan, Prasanna Venkatesan Ravindran, Tanvir H. Pantha, Po-Kai Hsu, Zheyu Li, Weihong Xu, Zihan Xia, Flavio Ponzina, Winston Chern, Taeyoung Song, Priyankka Gundlapudi Ravikumar, Mengkun Tian, Lance Fernandes, Huy Tran, Hari Jayasankar, Hang Chen, Chinsung Park, Amrit Garlapati, Kijoon Kim, Jongho Woo, Suhwan Lim, Kwangsoo Kim, Wanki Kim, Daewon Ha, Duygu Kuzum, Shimeng Yu, Sourav Dutta, Asif Islam Khan, Tajana Rosing, Mingu Kang
2025	A*	`conf`	High-throughput Point-Cloud Accelerator with Sparsity-aware Hierarchical Neighbor Voxel Search and Skipping. DAC Yun-Chia Yu, Suraj Pn Reddy, Aryan Devrani, Anirudh Srinivasan, Saianudeep Reddy Nayini, Sohyeon Kim, Sung-Joon Jang, Sang-Seol Lee, Mingu Kang
2025	A*	`conf`	Hybrid SLC-MLC RRAM Mixed-Signal Processing-in-Memory Architecture for Transformer Acceleration via Gradient Redistribution. ISCA Chang Eun Song, Priyansh Bhatnagar, Zihan Xia, Nam Sung Kim, Tajana Rosing, Mingu Kang
2025	J	`jnl`	Hybrid SLC-MLC RRAM Mixed-Signal Processing-in-Memory Architecture for Transformer Acceleration via Gradient Redistribution. CoRR Chang Eun Song, Priyansh Bhatnagar, Zihan Xia, Nam Sung Kim, Tajana Rosing, Mingu Kang
2025	J	`jnl`	Sangam: Chiplet-Based DRAM-PIM Accelerator with CXL Integration for LLM Inferencing. CoRR Khyati Kiyawat, Zhenxing Fan, Yasas Seneviratne, Morteza Baradaran, Akhil Shekar, Zihan Xia, Mingu Kang, Kevin Skadron
2025	A	`conf`	SmartMS: Efficient Hierarchical Database Search for Mass Spectrometry via Processing-in-Memory. ISLPED Flavio Ponzina, Sumukh Pinge, Zheyu Li, Abhijay Deevi, Yilin Ge, Mingu Kang, Tajana Rosing
2025	A*	`conf`	Stratum: System-Hardware Co-Design with Tiered Monolithic 3D-Stackable DRAM for Efficient MoE Serving. MICRO Yue Pan, Zihan Xia, Po-Kai Hsu, Lanxiang Hu, Hyungyo Kim, Janak Sharda, Minxuan Zhou, Nam Sung Kim, Shimeng Yu, Tajana Rosing, Mingu Kang
2025	J	`jnl`	Stratum: System-Hardware Co-Design with Tiered Monolithic 3D-Stackable DRAM for Efficient MoE Serving. CoRR Yue Pan, Zihan Xia, Po-Kai Hsu, Lanxiang Hu, Hyungyo Kim, Janak Sharda, Minxuan Zhou, Nam Sung Kim, Shimeng Yu, Tajana Rosing, Mingu Kang
2024	—	`conf`	52.5 TOPS/W 1.7GHz Reconfigurable XGBoost Inference Accelerator Based on Modular-Unit-Tree with Dynamic Data and Compute Gating. CICC Chang Eun Song, Yidong Li, Amardeep Ramnani, Pulkit Agrawal, Purvi Agrawal, Sung-Joon Jang, Sang-Seol Lee, Tajana Rosing, Mingu Kang
2024	J	`jnl`	An Analog and Digital Hybrid Attention Accelerator for Transformers with Charge-based In-memory Computing. CoRR Ashkan Moradifirouzabadi, Dodla Divya Sri, Mingu Kang
2024	J	`jnl`	DisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decoding. CoRR Jungbin Cho, Junwan Kim, Jisoo Kim, Minseo Kim, Mingu Kang, Sungeun Hong, Tae-Hyun Oh, Youngjae Yu
2024	A	`conf`	Efficient Transformer Acceleration via Reconfiguration for Encoder and Decoder Models and Sparsity-Aware Algorithm Mapping. ISLPED Chang Eun Song, Ashkan Moradifirouzabadi, Tajana Rosing, Mingu Kang
2024	J	`jnl`	FSL-HDnn: A 5.7 TOPS/W End-to-end Few-shot Learning Classifier Accelerator with Feature Extraction and Hyperdimensional Computing. CoRR Haichao Yang, Chang Eun Song, Weihong Xu, Behnam Khaleghi, Uday Mallappa, Monil Shah, Keming Fan, Mingu Kang, Tajana Rosing
2024	J	`jnl`	FreFlex: A High-Performance Processor for Convolution and Attention Computations via Sparsity-Adaptive Dynamic Frequency Boosting. IEEE J. Solid State Circuits Sadhana Shanmuga Sundaram, Yugandhar Khodke, Yidong Li, Sung-Joon Jang, Sang-Seol Lee, Mingu Kang
2024	A*	`conf`	LEAF: An Adaptation Framework against Noisy Data on Edge through Ultra Low-Cost Training. DAC Zihan Xia, Jinwook Kim, Mingu Kang
2024	J	`jnl`	MaD-Scientist: AI-based Scientist solving Convection-Diffusion-Reaction Equations Using Massive PINN-Based Prior Data. CoRR Mingu Kang, Dongseok Lee, Woojin Cho, Jaehyeon Park, Kookjin Lee, Anthony Gruber, Youngjoon Hong, Noseong Park
2024	—	`conf`	Mixed-Signal Dot-Product Processor with Switched-Capacitors for Machine Learning. ICEIC Kyu-Hyoun Kim, Mingu Kang
2024	A*	`conf`	SPADE: Sparse Pillar-based 3D Object Detection Accelerator for Autonomous Driving. HPCA Minjae Lee, Seongmin Park, Hyungmin Kim, Minyong Yoon, Janghwan Lee, Jun Won Choi, Nam Sung Kim, Mingu Kang, Jungwook Choi
2024	J	`jnl`	SoftLMs: Efficient Adaptive Low-Rank Approximation of Language Models using Soft-Thresholding Mechanism. CoRR Priyansh Bhatnagar, Linfeng Wen, Mingu Kang
2024	J	`jnl`	SpecPCM: A Low-power PCM-based In-Memory Computing Accelerator for Full-stack Mass Spectrometry Analysis. CoRR Keming Fan, Ashkan Moradifirouzabadi, Xiangjin Wu, Zheyu Li, Flavio Ponzina, Anton Persson, Eric Pop, Tajana Rosing, Mingu Kang
2024	J	`jnl`	Split WL 6T SRAM-Based Bit Serial Computing-in-Memory Macro With High Signal Margin and High Throughput. IEEE Trans. Circuits Syst. II Express Briefs Young Kyu Lee, Dong Han Ko, Seokhee Cho, Minjune Yeo, Mingu Kang, Seong-Ook Jung
2023	—	`conf`	A Switched-Capacitor Integer Compute Unit with Decoupled Storage and Arithmetic for Cloud AI Inference in 5nm CMOS. VLSI Technology and Circuits Ankur Agrawal, Monodeep Kar, Kyu-Hyoun Kim, Sergey V. Rylov, Jinwook Jung, Seiji Munetoh, Kohji Hosokawa, Xin Zhang, Bahman Hekmatshoartabari, Fabio Carta, Martin Cochet, Robert Casatuta, Mingu Kang, Sunil Shukla, Kailash Gopalakrishnan, Leland Chang
2023	—	`conf`	AI Processor with Sparsity-adaptive Real-time Dynamic Frequency Modulation for Convolutional Neural Networks and Transformers. CICC Yugandhar Khodke, Sadhana Shanmugasundaram, Yidong Li, Mingu Kang
2023	A*	`conf`	Benchmarking Self-Supervised Learning on Diverse Pathology Datasets. CVPR Mingu Kang, Heon Song, Seonwook Park, Donggeun Yoo, Sérgio Pereira
2023	C	`conf`	High-Speed Wafer Temperature Control Approach of Step Chiller for Semiconductor Manufacturing Equipment. IECON Hyeonjun Yun, Hyeseon Kwon, Sangsu Yeh, Minsu Lee, Jonghwa Kim, Yunha Kim, Seungwoo Cha, Mingu Kang, Jooyeop Nam
2023	J	`jnl`	NCDE: In-Network Caching for Directory Entries to Expedite Data Access in Tiled-Chip Multiprocessors. IEEE Access Jae Eun Shim, Mingu Kang, Tae Hee Han
2023	J	`jnl`	PillarAcc: Sparse PointPillars Accelerator for Real-Time Point Cloud 3D Object Detection on Edge Devices. CoRR Minjae Lee, Hyungmin Kim, Seongmin Park, Minyong Yoon, Janghwan Lee, Junwon Choi, Mingu Kang, Jungwook Choi
2023	J	`jnl`	Which Exceptions Do We Have to Catch in the Python Code for AI Projects? Int. J. Softw. Eng. Knowl. Eng. Mingu Kang, Suntae Kim, Duksan Ryu, Jaehyuk Cho
2022	J	`jnl`	A 7-nm Four-Core Mixed-Precision AI Chip With 26.2-TFLOPS Hybrid-FP8 Training, 104.9-TOPS INT4 Inference, and Workload-Aware Throttling. IEEE J. Solid State Circuits Sae Kyu Lee, Ankur Agrawal, Joel Silberman, Matthew M. Ziegler, Mingu Kang, Swagath Venkataramani, Nianzheng Cao, Bruce M. Fleischer, Michael Guillorn, Matthew Cohen, Silvia M. Mueller, Jinwook Oh, Martin Lutz, Jinwook Jung, Siyu Koswatta, Ching Zhou, Vidhi Zalani, Monodeep Kar, James Bonanno, Robert Casatuta, Chia-Yu Chen, Jungwook Choi, Howard Haynie, Alyssa Herbert, Radhika Jain, Kyu-Hyoun Kim, Yulong Li, Zhibin Ren, Scot Rider, Marcel Schaal, Kerstin Schelm, Michael Scheuermann, Xiao Sun, Hung Tran, Naigang Wang, Wei Wang, Xin Zhang, Vinay Shah, Brian W. Curran, Vijayalakshmi Srinivasan, Pong-Fei Lu, Sunil Shukla, Kailash Gopalakrishnan, Leland Chang
2022	J	`jnl`	Accelerating Attention through Gradient-Based Learned Runtime Pruning. CoRR Zheng Li, Soroush Ghodrati, Amir Yazdanbakhsh, Hadi Esmaeilzadeh, Mingu Kang
2022	A*	`conf`	Accelerating attention through gradient-based learned runtime pruning. ISCA Zheng Li, Soroush Ghodrati, Amir Yazdanbakhsh, Hadi Esmaeilzadeh, Mingu Kang
2022	J	`jnl`	Benchmarking Self-Supervised Learning on Diverse Pathology Datasets. CoRR Mingu Kang, Heon Song, Seonwook Park, Donggeun Yoo, Sérgio Pereira
2022	J	`jnl`	Gradle-Autofix: An Automatic Resolution Generator for Gradle Build Error. Int. J. Softw. Eng. Knowl. Eng. Mingu Kang, TaeYoung Kim, Suntae Kim, Duksan Ryu
2022	—	`conf`	Graph Summarization for Human-Understandable Visualization towards CVE Data Analysis. BigComp Ji Sun Park, Mingu Kang, Sungryoul Lee, Dong-Kyu Chae
2022	J	`jnl`	On-the-Fly Lowering Engine: Offloading Data Layout Conversion for Convolutional Neural Networks. IEEE Access Mingu Kang, Sangmin Hyun, Tae Hee Han, Jungrae Kim, Seokin Hong
2022	A*	`conf`	Sparse Attention Acceleration with Synergistic In-Memory Pruning and On-Chip Recomputation. MICRO Amir Yazdanbakhsh, Ashkan Moradifirouzabadi, Zheng Li, Mingu Kang
2022	J	`jnl`	Sparse Attention Acceleration with Synergistic In-Memory Pruning and On-Chip Recomputation. CoRR Amir Yazdanbakhsh, Ashkan Moradifirouzabadi, Zheng Li, Mingu Kang
2022	J	`jnl`	Supply chain planning and innovation performance: the moderated mediation effect of IT usage. Ind. Manag. Data Syst. Yutong Liu, Mingu Kang, Tae-Won Kang, Jian Du
2022	J	`jnl`	The effects of socio-technical integration on sustainability practices: a supply chain perspective. Ind. Manag. Data Syst. Shuo Shan, Yongyi Shou, Mingu Kang, Youngwon Park
2021	—	`conf`	A 7nm 4-Core AI Chip with 25.6TFLOPS Hybrid FP8 Training, 102.4TOPS INT4 Inference and Workload-Aware Throttling. ISSCC Ankur Agrawal, Sae Kyu Lee, Joel Silberman, Matthew M. Ziegler, Mingu Kang, Swagath Venkataramani, Nianzheng Cao, Bruce M. Fleischer, Michael Guillorn, Matt Cohen, Silvia M. Mueller, Jinwook Oh, Martin Lutz, Jinwook Jung, Siyu Koswatta, Ching Zhou, Vidhi Zalani, James Bonanno, Robert Casatuta, Chia-Yu Chen, Jungwook Choi, Howard Haynie, Alyssa Herbert, Radhika Jain, Monodeep Kar, Kyu-Hyoun Kim, Yulong Li, Zhibin Ren, Scot Rider, Marcel Schaal, Kerstin Schelm, Michael Scheuermann, Xiao Sun, Hung Tran, Naigang Wang, Wei Wang, Xin Zhang, Vinay Shah, Brian W. Curran, Vijayalakshmi Srinivasan, Pong-Fei Lu, Sunil Shukla, Leland Chang, Kailash Gopalakrishnan
2021	B	`conf`	CAP-GAN: Towards Adversarial Robustness with Cycle-consistent Attentional Purification. IJCNN Mingu Kang, Trung Quang Tran, Seung Ju Cho, Daeyoung Kim
2021	J	`jnl`	CAP-GAN: Towards Adversarial Robustness with Cycle-consistent Attentional Purification. CoRR Mingu Kang, Trung Quang Tran, Seung Ju Cho, Daeyoung Kim
2021	J	`jnl`	Enablers of supply chain integration: a technology-organization-environment view. Ind. Manag. Data Syst. Min Tian, Baofeng Huo, Youngwon Park, Mingu Kang
2021	J	`jnl`	Mental Stress Classification Based on a Support Vector Machine and Naive Bayes Using Electrocardiogram Signals. Sensors Mingu Kang, Siho Shin, Gengjia Zhang, Jaehyo Jung, Youn Tae Kim
2021	A*	`conf`	RaPiD: AI Accelerator for Ultra-low Precision Training and Inference. ISCA Swagath Venkataramani, Vijayalakshmi Srinivasan, Wei Wang, Sanchari Sen, Jintao Zhang, Ankur Agrawal, Monodeep Kar, Shubham Jain, Alberto Mannari, Hoang Tran, Yulong Li, Eri Ogawa, Kazuaki Ishizaki, Hiroshi Inoue, Marcel Schaal, Mauricio J. Serrano, Jungwook Choi, Xiao Sun, Naigang Wang, Chia-Yu Chen, Allison Allain, James Bonanno, Nianzheng Cao, Robert Casatuta, Matthew Cohen, Bruce M. Fleischer, Michael Guillorn, Howard Haynie, Jinwook Jung, Mingu Kang, Kyu-Hyoun Kim, Siyu Koswatta, Sae Kyu Lee, Martin Lutz, Silvia M. Mueller, Jinwook Oh, Ashish Ranjan, Zhibin Ren, Scot Rider, Kerstin Schelm, Michael Scheuermann, Joel Silberman, Jie Yang, Vidhi Zalani, Xin Zhang, Ching Zhou, Matthew M. Ziegler, Vinay Shah, Moriyoshi Ohara, Pong-Fei Lu, Brian W. Curran, Sunil Shukla, Leland Chang, Kailash Gopalakrishnan
2021	J	`jnl`	RankingMatch: Delving into Semi-Supervised Learning with Consistency Regularization and Ranking Loss. CoRR Trung Q. Tran, Mingu Kang, Daeyoung Kim
2021	B	`conf`	ReRankMatch: Semi-Supervised Learning with Semantics-Oriented Similarity Representation. IJCNN Trung Quang Tran, Mingu Kang, Daeyoung Kim
2021	J	`jnl`	ReRankMatch: Semi-Supervised Learning with Semantics-Oriented Similarity Representation. CoRR Trung Quang Tran, Mingu Kang, Daeyoung Kim
2021	J	`jnl`	Resilience against Adversarial Examples: Data-Augmentation Exploiting Generative Adversarial Networks. KSII Trans. Internet Inf. Syst. Mingu Kang, HyeungKyeom Kim, Suchul Lee, Seokmin Han
2021	J	`jnl`	The Effect of Intellectual Leadership on Mass Customization: Moderated Mediation Effect of Customer Market Knowledge. IEEE Access Mingu Kang, Taewon Kang, Xiaozhen Wang
2021	—	`conf`	Understanding and Reducing Weight-Load Overhead of Systolic Deep Learning Accelerators. ISOCC Jinwon Joo, Minyong Yoon, Jungwook Choi, Mingu Kang, Jong-Geon Lee, Jinin So, IlKwon Yun, Yongsuk Kwon, Kyungsoo Kim
2020	—	`conf`	A 3.0 TFLOPS 0.62V Scalable Processor Core for High Compute Utilization AI Training and Inference. VLSI Circuits Jinwook Oh, Sae Kyu Lee, Mingu Kang, Matthew M. Ziegler, Joel Silberman, Ankur Agrawal, Swagath Venkataramani, Bruce M. Fleischer, Michael Guillorn, Jungwook Choi, Wei Wang, Silvia M. Mueller, Shimon Ben-Yehuda, James Bonanno, Nianzheng Cao, Robert Casatuta, Chia-Yu Chen, Matt Cohen, Ophir Erez, Thomas W. Fox, George Gristede, Howard Haynie, Vicktoria Ivanov, Siyu Koswatta, Shih-Hsien Lo, Martin Lutz, Gary W. Maier, Alex Mesh, Yevgeny Nustov, Scot Rider, Marcel Schaal, Michael Scheuermann, Xiao Sun, Naigang Wang, Fanchieh Yee, Ching Zhou, Vinay Shah, Brian W. Curran, Vijayalakshmi Srinivasan, Pong-Fei Lu, Sunil Shukla, Kailash Gopalakrishnan, Leland Chang
2020	J	`jnl`	Applying Tensor Decomposition to image for Robustness against Adversarial Attack. CoRR Seung Ju Cho, Tae Joon Jun, Mingu Kang, Daeyoung Kim
2020	J	`jnl`	Deep In-Memory Architectures for Machine Learning-Accuracy Versus Efficiency Trade-Offs. IEEE Trans. Circuits Syst. I Fundam. Theory Appl. Mingu Kang, Yongjune Kim, Ameya D. Patil, Naresh R. Shanbhag
2020	J	`jnl`	Deep In-Memory Architectures in SRAM: An Analog Approach to Approximate Computing. Proc. IEEE Mingu Kang, Sujan K. Gonugondla, Naresh R. Shanbhag
2020	J	`jnl`	Efficient AI System Design With Cross-Layer Approximate Computing. Proc. IEEE Swagath Venkataramani, Xiao Sun, Naigang Wang, Chia-Yu Chen, Jungwook Choi, Mingu Kang, Ankur Agarwal, Jinwook Oh, Shubham Jain, Tina Babinsky, Nianzheng Cao, Thomas W. Fox, Bruce M. Fleischer, George Gristede, Michael Guillorn, Howard Haynie, Hiroshi Inoue, Kazuaki Ishizaki, Michael J. Klaiber, Shih-Hsien Lo, Gary W. Maier, Silvia M. Mueller, Michael Scheuermann, Eri Ogawa, Marcel Schaal, Mauricio J. Serrano, Joel Silberman, Christos Vezyrtzis, Wei Wang, Fanchieh Yee, Jintao Zhang, Matthew M. Ziegler, Ching Zhou, Moriyoshi Ohara, Pong-Fei Lu, Brian W. Curran, Sunil Shukla, Vijayalakshmi Srinivasan, Leland Chang, Kailash Gopalakrishnan
2020	C	`conf`	Electromyogram-based algorithm using bagged trees for biometric person authentication and motion recognition. ICCE Siho Shin, Jaehyo Jung, Mingu Kang, Kyeung Ho Kang, Youn Tae Kim
2020	J	`jnl`	Interfirm networks and search-transfer problem: the role of geographic proximity. Ind. Manag. Data Syst. Dong Wu, Xiaobo Wu, Haojun Zhou, Mingu Kang
2020	C	`conf`	Multi bio-signal based algorithm using EMD and FFT for stress analysis. ICCE Mingu Kang, Jaehyo Jung, Siho Shin, Kyeung Ho Kang, Youn Tae Kim
2019	J	`jnl`	An Energy-Efficient Programmable Mixed-Signal Accelerator for Machine Learning Algorithms. IEEE Micro Mingu Kang, Prakalp Srivastava, Vikram S. Adve, Nam Sung Kim, Naresh R. Shanbhag
2019	C	`conf`	An MRAM-Based Deep In-Memory Architecture for Deep Neural Networks. ISCAS Ameya D. Patil, Haocheng Hua, Sujan K. Gonugondla, Mingu Kang, Naresh R. Shanbhag
2018	J	`jnl`	A 19.4-nJ/Decision, 364-K Decisions/s, In-Memory Random Forest Multi-Class Inference Accelerator. IEEE J. Solid State Circuits Mingu Kang, Sujan K. Gonugondla, Sungmin Lim, Naresh R. Shanbhag
2018	—	`conf`	A 42pJ/decision 3.12TOPS/W robust in-memory machine learning classifier with on-chip training. ISSCC Sujan Kumar Gonugondla, Mingu Kang, Naresh R. Shanbhag
2018	J	`jnl`	A Multi-Functional In-Memory Inference Processor Using a Standard 6T SRAM Array. IEEE J. Solid State Circuits Mingu Kang, Sujan K. Gonugondla, Ameya Patil, Naresh R. Shanbhag
2018	J	`jnl`	A Variation-Tolerant In-Memory Machine Learning Classifier via On-Chip Training. IEEE J. Solid State Circuits Sujan K. Gonugondla, Mingu Kang, Naresh R. Shanbhag
2018	J	`jnl`	An In-Memory VLSI Architecture for Convolutional Neural Networks. IEEE J. Emerg. Sel. Topics Circuits Syst. Mingu Kang, Sungmin Lim, Sujan K. Gonugondla, Naresh R. Shanbhag
2018	C	`conf`	Energy-Efficient Deep In-memory Architecture for NAND Flash Memories. ISCAS Sujan K. Gonugondla, Mingu Kang, Yongjune Kim, Mark Helm, Sean Eilert, Naresh R. Shanbhag
2018	J	`jnl`	Generalized Water-Filling for Source-Aware Energy-Efficient SRAMs. IEEE Trans. Commun. Yongjune Kim, Mingu Kang, Lav R. Varshney, Naresh R. Shanbhag
2018	—	`conf`	Optimal Placement and Sizing of DG and Shunt Capacitor for Power Loss Minimization in an Islanded Distribution System. SmartGIFT Mingu Kang, Ramon Zamora
2018	A*	`conf`	PROMISE: An End-to-End Design of a Programmable Mixed-Signal Accelerator for Machine-Learning Algorithms. ISCA Prakalp Srivastava, Mingu Kang, Sujan K. Gonugondla, Sungmin Lim, Jungwook Choi, Vikram S. Adve, Nam Sung Kim, Naresh R. Shanbhag
2018	J	`jnl`	Risk management and firm performance: the moderating role of supplier integration. Ind. Manag. Data Syst. Yongyi Shou, Wenjin Hu, Mingu Kang, Ying Li, Youngwon Park
2018	B	`conf`	SRAM Bit-line Swings Optimization using Generalized Waterfilling. ISIT Yongjune Kim, Mingu Kang, Lav R. Varshney, Naresh R. Shanbhag
2018	J	`jnl`	Supply chain integration and coordination for international sourcing in the context of China's processing trade. Ind. Manag. Data Syst. Mingu Kang, Kihyun Park, Ma Ga (Mark) Yang, Mark H. Haney
2018	J	`jnl`	Supply chain integration and its impact on sustainability. Ind. Manag. Data Syst. Mingu Kang, Ma Ga (Mark) Yang, Youngwon Park, Baofeng Huo
2017	—	`conf`	A 19.4 nJ/decision 364K decisions/s in-memory random forest classifier in 6T SRAM array. ESSCIRC Mingu Kang, Sujan K. Gonugondla, Naresh R. Shanbhag
2017	—	`—`	Deep in-memory computing Mingu Kang
2017	J	`jnl`	Generalized Water-filling for Source-Aware Energy-Efficient SRAMs. CoRR Yongjune Kim, Mingu Kang, Lav R. Varshney, Naresh R. Shanbhag
2016	J	`jnl`	A 481pJ/decision 3.4M decision/s Multifunctional Deep In-memory Inference Processor using Standard 6T SRAM Array. CoRR Mingu Kang, Sujan K. Gonugondla, Ameya Patil, Naresh R. Shanbhag
2016	J	`jnl`	In-Memory Computing Architectures for Sparse Distributed Memory. IEEE Trans. Biomed. Circuits Syst. Mingu Kang, Naresh R. Shanbhag
2016	J	`jnl`	Reducing the Energy Cost of Inference via In-sensor Information Processing. CoRR Sai Zhang, Mingu Kang, Charbel Sakr, Naresh R. Shanbhag
2015	Misc	`conf`	An energy-efficient memory-based high-throughput VLSI architecture for convolutional networks. ICASSP Mingu Kang, Sujan K. Gonugondla, Min-Sun Keel, Naresh R. Shanbhag
2015	C	`conf`	Energy-efficient and high throughput sparse distributed memory architecture. ISCAS Mingu Kang, Eric P. Kim, Min-Sun Keel, Naresh R. Shanbhag
2015	—	`conf`	FamCom: A Communication Service Enhancing Conversation Quality Between Elders Residing in Care Hospital and Their Family Member. CHI Extended Abstracts Mingu Kang, Taewan Kim, Youngjae Kim, Junghwan Ahn
2013	J	`jnl`	Dynamic mixed serial-parallel content addressable memory (DMSP CAM). Int. J. Circuit Theory Appl. Mingu Kang, Jisu Kim, Younghwi Yang, Seong-Ook Jung
2012	J	`jnl`	Experimental observation of gate geometry dependent characteristic degradations of the multi-finger MOSFETs. Microelectron. Reliab. Mingu Kang, Ilgu Yun
2009	J	`jnl`	Serial-Parallel Content Addressable Memory with a Conditional Driver (SPCwCD). IEICE Trans. Fundam. Electron. Commun. Comput. Sci. Mingu Kang, Seong-Ook Jung