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Mingu Kang

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

23

Venues

14

Active years

2015–2025

Best venue rank

A*

Where they publish

Papers

23 indexed papers, newest first.

YearVenueTitleAuthors
2025DACHigh-throughput Point-Cloud Accelerator with Sparsity-aware Hierarchical Neighbor Voxel Search and Skipping.Yun-Chia Yu, Suraj Pn Reddy, Aryan Devrani, Anirudh Srinivasan, Saianudeep Reddy Nayini, Sohyeon Kim, Sung-Joon Jang, Sang-Seol Lee, Mingu Kang
2025ICCADFeNOMS: Enhancing Open Modification Spectral Library Search with In-Storage Processing on Ferroelectric NAND (FeNAND) Flash.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
2025ICCVDisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decoding.Jungbin Cho, Junwan Kim, Jisoo Kim, Minseo Kim, Mingu Kang, Sungeun Hong, Tae-Hyun Oh, Youngjae Yu
2025ISCAHybrid SLC-MLC RRAM Mixed-Signal Processing-in-Memory Architecture for Transformer Acceleration via Gradient Redistribution.Chang Eun Song, Priyansh Bhatnagar, Zihan Xia, Nam Sung Kim, Tajana Rosing, Mingu Kang
2025ISLPEDSmartMS: Efficient Hierarchical Database Search for Mass Spectrometry via Processing-in-Memory.Flavio Ponzina, Sumukh Pinge, Zheyu Li, Abhijay Deevi, Yilin Ge, Mingu Kang, Tajana Rosing
2025MICROStratum: System-Hardware Co-Design with Tiered Monolithic 3D-Stackable DRAM for Efficient MoE Serving.Yue Pan, Zihan Xia, Po-Kai Hsu, Lanxiang Hu, Hyungyo Kim, Janak Sharda, Minxuan Zhou, Nam Sung Kim, Shimeng Yu, Tajana Rosing, Mingu Kang
2024DACLEAF: An Adaptation Framework against Noisy Data on Edge through Ultra Low-Cost Training.Zihan Xia, Jinwook Kim, Mingu Kang
2024HPCASPADE: Sparse Pillar-based 3D Object Detection Accelerator for Autonomous Driving.Minjae Lee, Seongmin Park, Hyungmin Kim, Minyong Yoon, Janghwan Lee, Jun Won Choi, Nam Sung Kim, Mingu Kang, Jungwook Choi
2024ISLPEDEfficient Transformer Acceleration via Reconfiguration for Encoder and Decoder Models and Sparsity-Aware Algorithm Mapping.Chang Eun Song, Ashkan Moradifirouzabadi, Tajana Rosing, Mingu Kang
2023CVPRBenchmarking Self-Supervised Learning on Diverse Pathology Datasets.Mingu Kang, Heon Song, Seonwook Park, Donggeun Yoo, Srgio Pereira
2023IECONHigh-Speed Wafer Temperature Control Approach of Step Chiller for Semiconductor Manufacturing Equipment.Hyeonjun Yun, Hyeseon Kwon, Sangsu Yeh, Minsu Lee, Jonghwa Kim, Yunha Kim, Seungwoo Cha, Mingu Kang, Jooyeop Nam
2022ISCAAccelerating attention through gradient-based learned runtime pruning.Zheng Li, Soroush Ghodrati, Amir Yazdanbakhsh, Hadi Esmaeilzadeh, Mingu Kang
2022MICROSparse Attention Acceleration with Synergistic In-Memory Pruning and On-Chip Recomputation.Amir Yazdanbakhsh, Ashkan Moradifirouzabadi, Zheng Li, Mingu Kang
2021IJCNNCAP-GAN: Towards Adversarial Robustness with Cycle-consistent Attentional Purification.Mingu Kang, Trung Quang Tran, Seung Ju Cho, Daeyoung Kim
2021IJCNNReRankMatch: Semi-Supervised Learning with Semantics-Oriented Similarity Representation.Trung Quang Tran, Mingu Kang, Daeyoung Kim
2021ISCARaPiD: AI Accelerator for Ultra-low Precision Training and Inference.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
2019ISCASAn MRAM-Based Deep In-Memory Architecture for Deep Neural Networks.Ameya D. Patil, Haocheng Hua, Sujan K. Gonugondla, Mingu Kang, Naresh R. Shanbhag
2018ISCAPROMISE: An End-to-End Design of a Programmable Mixed-Signal Accelerator for Machine-Learning Algorithms.Prakalp Srivastava, Mingu Kang, Sujan K. Gonugondla, Sungmin Lim, Jungwook Choi, Vikram S. Adve, Nam Sung Kim, Naresh R. Shanbhag
2018ISCASEnergy-Efficient Deep In-memory Architecture for NAND Flash Memories.Sujan K. Gonugondla, Mingu Kang, Yongjune Kim, Mark Helm, Sean Eilert, Naresh R. Shanbhag
2018ISITSRAM Bit-line Swings Optimization using Generalized Waterfilling.Yongjune Kim, Mingu Kang, Lav R. Varshney, Naresh R. Shanbhag
2015CHIFamCom: A Communication Service Enhancing Conversation Quality Between Elders Residing in Care Hospital and Their Family Member.Mingu Kang, Taewan Kim, Youngjae Kim, Junghwan Ahn
2015ICASSPAn energy-efficient memory-based high-throughput VLSI architecture for convolutional networks.Mingu Kang, Sujan K. Gonugondla, Min-Sun Keel, Naresh R. Shanbhag
2015ISCASEnergy-efficient and high throughput sparse distributed memory architecture.Mingu Kang, Eric P. Kim, Min-Sun Keel, Naresh R. Shanbhag