Publications
Publication Overview
Efficient AI HW
In-memory / Neuromorphic Computing
DAC 26 · JSA 26 · ASP-DAC 26 ①② · ICCAD 25 · APCCAS 25 · ISOCC 25 · BioCAS 25 · Mat. Horiz. 25 · JSA 25 ①② · DATE 25 ①②③ · DAC 24 · TCAS-I 24 · Adv. Mater. 24 · Small 24 · ICCE-Asia 24 · ISOCC 24 ①② · ISCAS 24 · AICAS 24 · ICCD 23 · ICCAD 23 · ISLPED 23 ①② · AFM 23 · JETCAS 22 · CAL 22 · DATE 22 · JSA 22 · TCAS-I 21 · ESSCIRC 21 · DATE 21
Model Compression / Acceleration
Flexible / Wearable Sensor Systems
AI Sensor Systems (smart cameras, in-sensor computing, IoT)
CVPR EVW Workshop 26 · VLSI 26 · ICCE-Asia 25 · JETCAS 19 · DATE 19 · Sensors-J 18 · IoT-J 18 · JETCAS 18 · GOMACTech 17 · TCAS-I 17 · ESSCIRC 16 · AVSS 16 · ISLPED 16★ · TMSCS 15 · Springer HoCA 2021
Efficient AI SW
3D Inference
3D Representation
Image / Video Processing
Machine Unlearning
Audio / Speech Processing
Robust / Generalizable AI
![[C97] RangeGuard: Efficient, Bounded Approximate Error Correction for Reliable DNNs](/publication/c97_isca_2026/featured_hu637b7fedd1c1f1c47334034fe7dcd094_541770_400x0_resize_q75_h2_lanczos_3.webp)
![[C96] EventGuard: Sparsity-Aware In-Sensor Denoising for Frame-Based Event Vision Sensors](/publication/c96_cvpr_workshop_2026/featured_hud6e0455f4d8726668467aa2712753d3b_882784_400x0_resize_q75_h2_lanczos_3.webp)
![[C95] All-Digital Event-based Vision Sensor with Scene Adaptive Power-Saving Pixels and Three-Layer Neural Network for Object Detection](/publication/c95_vlsi_2026/featured_hu759449e359c0a87f1246ba0b2e377820_382358_400x0_resize_q75_h2_lanczos_3.webp)
![[C94] REFLEX: Rewrite-Free Row-Aligned Sparse Attention for Efficient LLM Execution on PIM](/publication/c94_dac_2026/featured_hu5796ab5899401798ab8f5476d3af2495_887135_400x0_resize_q75_h2_lanczos_3.webp)
![[J36] RUnQuant: High-Resolution Weight Quantization via Unanchored Weight Decomposition in Column-wise Granularity for CIM Accelerators](/publication/j36_jsa_2026/featured_hu60bb86e2e8db2d4c628955a528e5811f_325175_400x0_resize_q75_h2_lanczos_3.webp)
![[C93] SODA: A Unified Framework for Join Estimation of Speaker Orientation and Direction of Arrival](/publication/c93_icassp_2026/featured_hued2cad710a692f8b208f3c97dce35ddf_661964_400x0_resize_q75_h2_lanczos_3.webp)
![[C92] Harnessing Linguistic Dissimilarity for Language Generalization on Unseen Low-Resource Varieties](/publication/c92_aaai_workshop_2026/featured_hue067befc6b44328c7390f1aeb4b157cf_407138_400x0_resize_q75_h2_lanczos_3.webp)
[C91] No Encore: Unlearning as Opt-Out in Music Generation
Jinju Kim (김진주),
Taehan Kim,
Abdul Waheed,
Jong Hwan Ko (고종환),
Rita Singh
NeurIPS 2025 AI4Music Workshop
![[C91] No Encore: Unlearning as Opt-Out in Music Generation](/publication/c91_neurips_workshop_2025/featured_hu69c83db33d1b8ec3372bb284bbe7c12f_357141_400x0_resize_q75_h2_lanczos_3.webp)
[J35] RUSH: Recursive and Scalable 3D Coarse To Fine Path Planning
HWAJUNG LEE,
Daegeol Ko,
Jaehyuk Hur,
Junwon Lee (이준원),
Seongbo Ha,
Jong Hwan Ko (고종환),
Hyeonwoo Yu
IEEE RA-L 2026 (Q1, Presented at ICRA 2026)
![[J35] RUSH: Recursive and Scalable 3D Coarse To Fine Path Planning](/publication/j35_ieee-ra-l_2026/featured_huc1ea2439b331c74724339a42511d6847_221349_400x0_resize_q75_h2_lanczos_3.webp)
![[C90] Single-step Diffusion for Image Compression at Ultra-Low Bitrates](/publication/c90_wacv_2026/featured_hudadd07aa143b0c693080095d84d43eeb_3599142_400x0_resize_q75_h2_lanczos_3.webp)
![[C89] In-Sensor Denoising Using SNN for Frame-based Event Vision Sensor](/publication/c89_icce_asia_2025/featured_hud7ad687ad991d9f062bc29e1f3d06853_324703_400x0_resize_q75_h2_lanczos_3.webp)
![[C88] Continual Test-Time Fine-Tuning of Frame-Based Style Transfer Network for Video Stream Data](/publication/c88_vcip_2025/featured_hu1c8dd9d4e1ae1693a32ab30a355d1058_740020_400x0_resize_q75_h2_lanczos_3.webp)
![[C87] Perturb a Model, Not an Image: Towards Robust Privacy Protection via Anti-Personalized Diffusion Models](/publication/c87_neurips_2025/featured_hu7cbcef213e119cc6dbb73a8a40640745_514415_400x0_resize_q75_h2_lanczos_3.webp)
![[C86] Efficient Multi-bit Quantization Network Training via Weight Bias Correction and Bit-wise Coreset Sampling](/publication/c86_neurips_2025/featured_hu299bd38a0615c712f9b133008803e6f4_428189_400x0_resize_q75_h2_lanczos_3.webp)
[C85] Optimized Minimal 3D Gaussian Splatting
Joo Chan Lee (이주찬),
Jong Hwan Ko (고종환),
Eunbyung Park
NeurIPS 2025 (BK 인정 우수학회)
![[C85] Optimized Minimal 3D Gaussian Splatting](/publication/c85_neurips_2025/featured_hu73c7476fefbc8540ace24a63d65f02e0_2817743_400x0_resize_q75_h2_lanczos_3.webp)
![[C84] Learnable Center-Based Quantization for Efficient Analog PIM with Reduced ADC Precision](/publication/c84_asp_dac_2026/featured_hu5cb801bdc1f08f678921e48c60b09955_453146_400x0_resize_q75_h2_lanczos_3.webp)
![[C83] Data Flow-Aware Weight Remapping for Efficient Fault Tolerance in ReRAM-Based Accelerators](/publication/c83_asp_dac_2026/featured_huc5dbf7a933210caf5a1e2ed2f44c8c1f_276949_400x0_resize_q75_h2_lanczos_3.webp)
![[C82] ETA: Efficient Transformer Attention Mapping for ReRAM-based Compute-In-Memory Architectures](/publication/c82_apccas_2025/featured_hu47d3bbf26e9d24e2ae430e15b57a5415_203039_400x0_resize_q75_h2_lanczos_3.webp)
![[C81] Weight Sharing for Array-Efficient CNN Inference in Compute-In-Memory Architectures](/publication/c81_isocc_2025/featured_hu83a83bbba365e930d36bbbf54a76bce6_125013_400x0_resize_q75_h2_lanczos_3.webp)
![[C80] Efficient and Robust SNN Decoder Training for Closed-Loop Brain-Machine Interfaces](/publication/c80_biocas_2025/featured_huac977f42b07c0cf0395f002987c59050_324932_400x0_resize_q75_h2_lanczos_3.webp)
![[C79] Row-Column Hybrid Grouping for Fault-Resilient Multi-Bit Weight Representation on IMC Arrays](/publication/c79_iccad_2025/featured_hu4bd596ab92ce0b40331f4f93316334e3_79874_400x0_resize_q75_h2_lanczos_3.webp)
![[C78] MSQ: Memory-Efficient Bit Sparsification Quantization](/publication/c78_iccv_2025/featured_hu35288c86b321f4c0d4e38756566d0ac0_197962_400x0_resize_q75_h2_lanczos_3.webp)
![[C77] Multi-Frame ISP: Enhancing Vision-Based Tasks with RAW and Infrared Videos](/publication/c77_avss_2025/featured_hu415b3e5630b7bf9145795910395e0af5_1645936_400x0_resize_q75_h2_lanczos_3.webp)
![[C76] TruncQuant: Truncation-Ready Quantization for DNNs with Flexible Weight Bit Precision](/publication/c76_islped_2025/featured_hud4cfbb1bd6401072fb2664747ed854d7_854978_400x0_resize_q75_h2_lanczos_3.webp)
![[C75] Do Not Mimic My Voice : Speaker Identity Unlearning for Zero-Shot Text-to-Speech](/publication/c75_icml_2025/featured_hu56036b6e0663b2958a1c9637bf664f91_423941_400x0_resize_q75_h2_lanczos_3.webp)
![[J34] Mixed Binary Supporting Electrolyte Approach for Enhanced Synaptic Functionality in One-shot Integrable Electropolymerized Synaptic Transistors](/publication/j34_materials_2025/featured_hu507862b18a20787f8af3fac319568729_1707009_400x0_resize_q75_h2_lanczos_3.webp)
![[J33] GAROS: Genetic Algorithm-Aided Row-Skipping for Shift and Duplicate Kernel Mapping in Processing-In-Memory Architectures](/publication/j33_jsa_2025/featured_hub14b0595e0e7a8a9b00bb7acb2d07647_244090_400x0_resize_q75_h2_lanczos_3.webp)
![[C74] Test-Time Fine-Tuning of Image Compression Models for Multi-Task Adaptability](/publication/c74_cvpr_2025/featured_hu309156891a8ef8096536d8a4df2643c0_494063_400x0_resize_q75_h2_lanczos.webp)
![[C73] Event-based Neural Spike Detection Using Spiking Neural Networks for Neuromorphic iBMI System](/publication/c73_iscas_2025/featured_hue7d03aca5a8a74861c0dbc86832498de_558336_400x0_resize_q75_h2_lanczos.webp)
![[J32] Input/Mapping Precision Controllable Digital CIM with Adaptive Adder Tree Architecture for Flexible DNN Inference](/publication/j32_jsa_2025/featured_hu6e280091d42ae0bb3191279fe85e76bd_376233_400x0_resize_q75_h2_lanczos.webp)
![[C72] MEMHD: Memory-Efficient Multi-Centroid Hyperdimensional Computing for Fully-Utilized In-Memory Computing Architectures](/publication/c72_date_2025/featured_huba2f590ec7c4175d15ee23e2222b09f4_365984_400x0_resize_q75_h2_lanczos.webp)
![[C71] Column-wise Quantization of Weights and Partial Sums for Accurate and Efficient Compute-In-Memory Accelerators](/publication/c71_date_2025/featured_hu77cf7c405e8e73a3f45ca5006471d9a2_471051_400x0_resize_q75_h2_lanczos.webp)
[C70] Low-Rank Compression for IMC Arrays
Kang Eun Jeon (전강은),
Johnny Rhe (이존이),
Jong Hwan Ko (고종환)
DATE 2025 (BK 인정 우수학회)
![[C70] Low-Rank Compression for IMC Arrays](/publication/c70_date_2025/featured_hu5fe43a200eb0ef87d24f5ee03c6a1386_425114_400x0_resize_q75_h2_lanczos.webp)
![[C69] Fully Approximate Computing for Efficient Multi-bit DNN Inference in CIM Arrays](/publication/c69_icce_asia_2024/featured_hua37d4eea7ac5d727c8963db67db57b19_360347_400x0_resize_q75_h2_lanczos.webp)
![[C68] Energy-Efficient Video Streaming: A Study on Bit Depth and Color Subsampling](/publication/c68_ieee_vcip_2024/featured_huf088ad33f0bc18056a66452e98de39c9_171372_400x0_resize_q75_h2_lanczos.webp)
[J31] An FPGA-Based Energy-Efficient Real-Time Hand Pose Estimation System with an Integrated Image Signal Processor for Indirect 3D Time-of-Flight Sensors
Yong Soo Kim (김용수),
Jaehyeon So (소재현),
Chanwook Hwang (황찬욱),
Cheng Wencan (정문찬),
Jaehyuk Choi,
Jong Hwan Ko (고종환)
IEEE IoT-J (IF 8.2, JCR top 3.4%)
![[J31] An FPGA-Based Energy-Efficient Real-Time Hand Pose Estimation System with an Integrated Image Signal Processor for Indirect 3D Time-of-Flight Sensors](/publication/j31_ieee_iot_2024/featured_hue5717bd1ba3636cf0edc5b1e0c1e4f98_18804_400x0_resize_q75_h2_lanczos.webp)
![[C67] F-3DGS: Factorized Coordinates and Representations for 3D Gaussian Splatting](/publication/c67_acm_2024/featured_hu5a2a7205ae7f4448336179c250301291_140424_400x0_resize_q75_h2_lanczos.webp)
![[C66] HandDAGT: A Denoising Adaptive Graph Transformer for 3D Hand Pose Estimation](/publication/c66_eccv_2024_hand/featured_hu517eb54f6d0ca4f24b50120b9dde9d8e_108644_400x0_resize_q75_h2_lanczos.webp)
![[C65] Continuous Memory Representation for Anomaly Detection](/publication/c65_eccv_2024_memory/featured_huc1405457563e2fe2bcb5178e5675cc30_276005_400x0_resize_q75_h2_lanczos.webp)
[J30] Reconfigurable Resistive Switching Memory for Telegraph Code Sensing and Recognizing Reservoir Computing Systems
Dohyung Kim,
Phuoc Loc Truong,
Cheong Beom Lee,
Hyeonsu Bang (방현수),
Jia Choi,
Seokhyun Ham,
Jong Hwan Ko (고종환),
Kyeounghak Kim,
Daeho Lee,
Hui Joon Park
Small (IF: 13.3, JCR top 7%)
![[J30] Reconfigurable Resistive Switching Memory for Telegraph Code Sensing and Recognizing Reservoir Computing Systems](/publication/j30_small_2024/featured_hu392797ac6560e6acaf420b973e8dac8a_104021_400x0_resize_q75_h2_lanczos_3.webp)
![[C64] C-AFA: A Conditionally Approximate Full Adder for Efficient DNN Inference in CIM Arrays](/publication/c64_isocc_2024_cim/featured_hu6dcc38f40e51f7b608819649e28410a0_94430_400x0_resize_q75_h2_lanczos_3.webp)
![[C63] A Hybrid Precision Network with Efficient Processing Elements for 3D Hand Pose Estimation](/publication/c63_isocc_2024_hand/featured_huc5182e23574aefa0b9d566b5cf77994c_59133_400x0_resize_q75_h2_lanczos_3.webp)
![[C62] Row-Efficient Pruning for In-Memory Convolutional Weight Mapping](/publication/c62_isocc_2024_inmemory/featured_hu1a48ff11825d6800e0d4b8e5718e630b_63812_400x0_resize_q75_h2_lanczos_3.webp)
[J29] One-Shot Remote Integration of Macromolecular Synaptic Elements on a Chip for Ultrathin Flexible Neural Network System
Jiyun Lee,
Jaehoon Lee,
Hyeonsu Bang (방현수),
Tae Woong Yoon,
Jong Hwan Ko (고종환),
Guobing Zhang,
Ji-Sang Park,
Il Jeon,
Sungjoo Lee,
Boseok Kang
Advanced Materials 2024 (IF 29.4, JCR top 3%)
![[J29] One-Shot Remote Integration of Macromolecular Synaptic Elements on a Chip for Ultrathin Flexible Neural Network System](/publication/j29_adma_2024/featured_hu1beb12e38334fc14a663d962fa3d891c_108785_400x0_resize_q75_h2_lanczos_3.webp)
[C61] HandDiff: 3D Hand Pose Estimation with Diffusion on Image-Point Cloud
Cheng Wencan (정문찬),
Hao Tang,
Luv Van Gool,
Jong Hwan Ko (고종환)
CVPR 2024 (Highlight, top 3.6%) (BK 인정 우수학회)
![[C61] HandDiff: 3D Hand Pose Estimation with Diffusion on Image-Point Cloud](/publication/c61_cvpr_2024_hand/featured_hu6f0f7d1e39cc9571e441f280fc5b81b7_92954_400x0_resize_q75_h2_lanczos_3.webp)
[C60] Compact 3D Gaussian Representation for Radiance Field
Joo Chan Lee (이주찬),
Daniel Rho (노다니엘),
Xiangyu Sun,
Jong Hwan Ko (고종환),
Eunbyung Park
CVPR 2024 (Highlight, top 3.6%) (BK 인정 우수학회)
![[C60] Compact 3D Gaussian Representation for Radiance Field](/publication/c60_cvpr_2024/featured_hu07f1dacca0e701ff33150a4fba1491a7_720675_400x0_resize_q75_h2_lanczos.webp)
![[C59] ConvMapSim: Modeling and Simulating Convolutional Weight Mapping for PIM Arrays](/publication/c59_aicas_2024_pim/featured_hu7841e356fe03916c86dab30f71208452_213922_400x0_resize_q75_h2_lanczos_3.webp)
![[C58] An Efficient Ventricular Arrhythmias Detection on Microcontrollers with Optimized 1D CNN](/publication/c58_aicas_2024_tinyml/featured_hu01e2e24d8a5db8f0ec15e8efb8d6e369_52671_400x0_resize_q75_h2_lanczos.webp)
![[C57] Adaptive Image Downscaling for Rate-Accuracy-Latency Optimization of Task-Target Image Compression](/publication/c57_aicas_2024_adaptive/featured_hu183809d55da0300bc4ae4f25767f64e9_496270_400x0_resize_q75_h2_lanczos_3.webp)
![[C56] TraiNDSim: A Simulation Framework for Comprehensive Performance Evaluation of Neuromorphic Devices for On-Chip Training](/publication/c56_dac_2024/featured_hue7f50756159e4563e731f906898f5e95_159630_400x0_resize_q75_h2_lanczos_3.webp)
![[J28] KERNTROL: Kernel Shape Control Toward Ultimate Memory Utilization for In-Memory Convolutional Weight Mapping](/publication/j28_tcas1_2024/featured_hu805487e99ad06f6fbcaef7b20a0cb065_48999_400x0_resize_q75_h2_lanczos.webp)
![[C55]KARS: Kernel-Grouping Aided Row-Skipping for SDK-based Weight Compression in PIM Arrays](/publication/c55_iscas_2024/featured_hucd18a576234a102f6750bbdb1d150af7_1255458_400x0_resize_q75_h2_lanczos_3.webp)
[C54]Coordinate-Aware Modulation for Neural Fields
Joo Chan Lee (이주찬),
Daniel Rho (노다니엘),
Seungtae Nam,
Jong Hwan Ko (고종환),
Eunbyung Park
ICLR 2024 (Spotlight, Acceptance Rate = 6.2%)
![[C54]Coordinate-Aware Modulation for Neural Fields](/publication/c54_iclr_2024/featured_huf973761d8efb8b2cd62d9bc2734c9a2d_272436_400x0_resize_q75_h2_lanczos_3.webp)
![[J27] A DNN Partitioning Framework with Controlled Lossy Mechanisms for Edge-Cloud Collaborative Intelligence](/publication/j27_fgcs_2024/featured_hufdb3eaa2451d9ab8f98ee14e248f93d3_101797_400x0_resize_q75_h2_lanczos.webp)
[J26] Highly Reliable 3D Channel Memory and Its Application in a Neuromorphic Sensory System for Finger Motion Tracking
Dohyung Kim,
Cheong Beom Lee,
Kyu Kwan Park,
Hyeonsu Bang (방현수),
Phuoc Loc Truong,
Jongmin Lee,
Bum Ho Jeong,
Hakjun Kim,
Sang Min Won,
Do Hwan Kim,
Daeho Lee,
Jong Hwan Ko (고종환),
Hyong Won Baac,
Kyeonghak Kim,
Hui Joon Park
ACS Nano 2023 (IF 17.1, JCR top 6%)
![[J26] Highly Reliable 3D Channel Memory and Its Application in a Neuromorphic Sensory System for Finger Motion Tracking](/publication/j26_acs_nano_2023/featured_hufa32657bfa793801b399e1667b883191_615630_400x0_resize_q75_h2_lanczos_3.webp)
![[C53]Facto-CNN: Memory-Efficient CNN Training with Low-rank Tensor Factorization and Lossy Tensor Compression](/publication/c53_acml_2023/featured_hue8483cad0e560a1ac9a03f5efa8b8474_149697_400x0_resize_q75_h2_lanczos_3.webp)
![[C52] Mip-Grid: Anti-aliased Grid Representations for Neural Radiance Fields](/publication/c52_nips_2023/featured_hud88947c53ae862c46bcfe1a5042b256b_505844_400x0_resize_q75_h2_lanczos_3.webp)
![[C51] DCR: Decomposition-Aware Column Re-Mapping for Stuck-At-Fault Tolerance in ReRAM Arrays](/publication/c51_iccd_2023/featured_hu955d12e6bf3401e2d14bc5bdf00f703d_492171_400x0_resize_q75_h2_lanczos_3.webp)
![[C50] FFNeRV: Flow-Guided Frame-Wise Neural Representations for Videos](/publication/c50_mm_2023/featured_hu8ce9e501240169a9cd59fbf7a3522191_1032456_400x0_resize_q75_h2_lanczos_3.webp)
![[C49] Multi-Scale Bidirectional Recurrent Network with Hybrid Correlation for Point Cloud Based Scene Flow Estimation](/publication/c49_iccv_2023/featured_hu154ba78a02c57d2179791e271d6b0716_2931168_400x0_resize_q75_h2_lanczos_3.webp)
![[C48] HandR2N2: Iterative 3D Hand Pose Estimation Using a Residual Recurrent Neural Network](/publication/c48_iccv_2023/featured_hu475d33d5dd777ca67f63823c2a1a6be9_999485_400x0_resize_q75_h2_lanczos_3.webp)
![[C47] Kernel Shape Control for Row-Efficient Convolution on Processing-In-Memory Arrays](/publication/c47_iccad_2023/featured_hu1621c99a28d0c8fc51a5ddb8808ca2ed_1230598_400x0_resize_q75_h2_lanczos_3.webp)
![[C46] An Energy Efficient Sorting Architecture with Cell-Gating for Top-K Sorting on FPGA](/publication/c46_mwscas_2023/featured_hu7f0888f53591d06517280553e7947898_15219_400x0_resize_q75_h2_lanczos_3.webp)
![[C45] PAIRS: Pruning-AIded Row-Skipping for Convolutional Weight Mapping in Processing-In-Memory Architectures](/publication/c45_islped_2023/featured_hu5474c00338c99e9bb1e7062de2916f94_1427630_400x0_resize_q75_h2_lanczos_3.webp)
![[C44] Weight-Aware Activation Mapping for Energy-Efficient Convolution on PIM Arrays](/publication/c44_islped_2023/featured_hu055ae0625da78932d12bea10c1b4ed00_233470_400x0_resize_q75_h2_lanczos_3.webp)
![[C43] Dynamic Inference Acceleration of 3D Point Cloud Deep Neural Networks Using Point Density and Entropy](/publication/c43_cvprw_2023/featured_hu1c9933325cfefdc0eec3bf2647fbc08d_389324_400x0_resize_q75_h2_lanczos_3.webp)
![[C42] Rate-Controllable and Target-Dependent JPEG-Based Image Compression Using Feature Modulation](/publication/c42_icme_2023/featured_hud1bf383c138aaa9713f406e3a86ab5f0_222160_400x0_resize_q75_h2_lanczos_3.webp)
![[C41] Masked Wavelet Representation for Compact Neural Radiance Fields](/publication/c41_cvpr_2023/featured_hua6678f696dd195d9e2934608c163c38c_106243_400x0_resize_q75_h2_lanczos_3.webp)
![[C40] Regression to Classification: Waveform Encoding for Neural Field-Based Audio Signal Representation](/publication/c40__icassp_2023/featured_hufe5cad49674a353f4143418c58fd15f6_72138_400x0_resize_q75_h2_lanczos_3.webp)
[J25] Data-Driven Design of Electrically Conductive Nanocomposite Materials: A Case Study of Acrylonitrile–Butadiene–Styrene/Carbon Nanotube Binary Composites
Changrok So (소창록),
Young-Shin Kim,
Jong Hyuk Park,
Gwan-Yeong Kim,
B04_Seungjong_Cha,
Jong Hwan Ko (고종환),
Boseok Kang
Advanced Intelligent Systems 2023 (JCR top 10%)
![[J25] Data-Driven Design of Electrically Conductive Nanocomposite Materials: A Case Study of Acrylonitrile–Butadiene–Styrene/Carbon Nanotube Binary Composites](/publication/j25_ais_2023/featured_hub0e0608a886690cc2a7203338320717c_446569_400x0_resize_q75_h2_lanczos_3.webp)
[J24] Room-Temperature-Processable Highly Reliable Resistive Switching Memory with Reconfigurability for Neuromorphic Computing and Ultrasonic Tissue Classification
Dohyung Kim,
Hyeonsu Bang (방현수),
Hyoung Won Baac,
Jongmin Lee,
Phuoc Loc Truong,
Bum Ho Jeong,
Tamilselvan Appadurai,
Kyu Kwan Park,
Donghyeok Heo,
Vu Binh Nam,
Hocheon Yoo,
Kyeounghak Kim,
Daeho Lee,
Jong Hwan Ko (고종환),
Hui Joon Park
Advanced Functional Materials 2023 (IF 19.924, JCR top 5%)
![[J24] Room-Temperature-Processable Highly Reliable Resistive Switching Memory with Reconfigurability for Neuromorphic Computing and Ultrasonic Tissue Classification](/publication/j24_afm_2023/featured_hu5a7757ac07928a16d8ffe56aa7f6a65d_841063_400x0_resize_q75_h2_lanczos_3.webp)
[J23] An Overhead-Free Region-Based JPEG Framework for Task-Driven Image Compression
Seonghye Jeong (정성혜),
Seongmoon Jeong (정성문),
Simon S. Woo,
Jong Hwan Ko (고종환)
Pattern Recognition Letters 2022
![[J23] An Overhead-Free Region-Based JPEG Framework for Task-Driven Image Compression](/publication/j23_prl_2022/featured_hudd5d07cb4c1aeadc15421b0304709374_281624_400x0_resize_q75_h2_lanczos_3.webp)
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[J22] Micro-ultrasonic Assessment of Early Stage Clot Formation and Whole Blood Coagulation Using an All-Optical Ultrasound Transducer and an Adaptive Signal Processing Algorithm
Deblina Biswas,
Jeongmin Heo,
Pilgyu Sang,
Prasanta Dey,
Kayoung Han,
Jong Hwan Ko (고종환),
Sang Min Won,
Donghee Son,
Minah Suh,
Hyung Sik Kim,
Jong G. Ok,
Hui Joon Park,
Hyoung Won Baac
ACS Sensors 2022 (IF 9.618, JCR top 10%)
![[J22] Micro-ultrasonic Assessment of Early Stage Clot Formation and Whole Blood Coagulation Using an All-Optical Ultrasound Transducer and an Adaptive Signal Processing Algorithm](/publication/j22_acs_sensors_2022/featured_hu4bd91cb86bc893012fe925010e41eca7_1758651_400x0_resize_q75_h2_lanczos_3.webp)
[J21] A Reconfigurable Neural Architecture for Edge–Cloud Collaborative Real-Time Object Detection
Joo Chan Lee (이주찬),
Yongwoo Kim,
SungTae Moon,
Jong Hwan Ko (고종환)
IEEE IoT-J 2022 (IF 10.238, JCR top 5%)
![[J21] A Reconfigurable Neural Architecture for Edge–Cloud Collaborative Real-Time Object Detection](/publication/j21_iot_2022/featured_hu3ce7c306b0e2767d2fec737ccbe31596_346161_400x0_resize_q75_h2_lanczos.webp)
[C36] Bi-PointFlowNet: Bidirectional Learning for Point Cloud Based Scene Flow Estimation
Cheng Wencan (정문찬),
Jong Hwan Ko (고종환)
ECCV 2022 (BK 인정 우수학회) - Oral presentation (Acceptance rate=2.8%)
![[C36] Bi-PointFlowNet: Bidirectional Learning for Point Cloud Based Scene Flow Estimation](/publication/c36_eccv_2022/Featured_hua6724a628a2e70fd2206b7e039d540e0_267845_400x0_resize_q75_h2_lanczos.webp)
[C35] Streamable Neural Fields
Junwoo Cho,
Seungtae Nam,
Daniel Rho (노다니엘),
Jong Hwan Ko (고종환),
Eunbyung Park
ECCV 2022 (BK 인정 우수학회)
![[C35] Streamable Neural Fields](/publication/c35_eccv_2022/Featured_hu4e4fa6e1ab467d8a146e18590118330c_384960_400x0_resize_q75_h2_lanczos.webp)
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[J19] Epidermal Piezoresistive Structure with Deep Learning-Assisted Data Translation
Changrok So (소창록),
Jong Uk Kim,
Haiwen Luan,
Sang Uk Park,
Hyochan Kim (김효찬),
Seungyong Han,
Do Young Kim,
Changhwan Shin,
Tae-il Kim,
Wi Hyoung Lee,
Yoonseok Park,
Keun Heo,
Hyoung Won Baac,
Jong Hwan Ko (고종환),
Sang Min Won
Nature Partner Journals Flexible Electronics 2022 (IF 12.019, JCR top 1%)
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![[C33] ADA-VAD: Unpaired Adversarial Domain Adaptation for Noise-Robust Voice Activity Detection](/publication/c33_icassp_2022/Featured_hu6aef2193e6bece41bd2a0e680fa624e7_267845_400x0_resize_q75_h2_lanczos.webp)
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[J15] Adaptive Weight-bit Inversion for State Error Reduction for Robust and Efficient Deep Neural Network Inference Using MLC NAND Flash
Jaehun Jang (장재훈),
Jong Hwan Ko (고종환)
Journal of Systems Architecture 2022 (JCR Q1)
![[J15] Adaptive Weight-bit Inversion for State Error Reduction for Robust and Efficient Deep Neural Network Inference Using MLC NAND Flash](/publication/j15_jsa_2022/featured_hu6aef2193e6bece41bd2a0e680fa624e7_64901_400x0_resize_q75_h2_lanczos.webp)
![[C31] HandFoldingNet: A 3D Hand Pose Estimation Network Using Multiscale-Feature Guided Folding of a 2D Hand Skeleton](/publication/c31_iccv_2021/Featured_hu6aef2193e6bece41bd2a0e680fa624e7_108849_400x0_resize_q75_h2_lanczos.webp)
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![[C30] A Splittable DNN-Based Object Detector for Edge-Cloud Collaborative Real-Time Video Inference](/publication/c30_avss_2021/Featured_hu6aef2193e6bece41bd2a0e680fa624e7_139860_400x0_resize_q75_h2_lanczos.webp)
[C29] A Charge-Domain Computation-in-Memory Macro with Versatile All-Around-Wire-Capacitor for Variable-Precision Computation and Array-Embedded DA/AD Conversions
Gicheol Shin,
Donguk Seo,
Jaerok Kim,
Johnny Rhe (이존이),
Eunyoung Lee,
Seonho Kim,
Soyoun Jeong,
Jong Hwan Ko (고종환),
Yoonmyung Lee
ESSCIRC 2021
![[C29] A Charge-Domain Computation-in-Memory Macro with Versatile All-Around-Wire-Capacitor for Variable-Precision Computation and Array-Embedded DA/AD Conversions](/publication/c29_esscirc_2021/featured_hu5297bb3ee09acbdf121b1dade851a80c_308541_400x0_resize_q75_h2_lanczos_3.webp)
![[J13] Target-Dependent Scalable Image Compression Using a Reconfigurable Recurrent Neural Network](/publication/j13_access_2021/featured_hu6aef2193e6bece41bd2a0e680fa624e7_163234_400x0_resize_q75_h2_lanczos.webp)
![[C28] A Sub-Milliwatt and Sub-Millisecond 3-D GazeEstimator for Ultra Low-Power AR Applications](/publication/c28_eyeware_2021/Featured_hu6aef2193e6bece41bd2a0e680fa624e7_234065_400x0_resize_q75_h2_lanczos.webp)
[B01] Ultra-low Power/IoT Architectures
Amit R. Trivedi,
Jaeha Kung,
Jong Hwan Ko (고종환)
Book chapter of ‘Handbook of Computer Architecture, Springer’
![[B01] Ultra-low Power/IoT Architectures](/publication/b01_iot_2021/featured_hu6aef2193e6bece41bd2a0e680fa624e7_238328_400x0_resize_q75_h2_lanczos.webp)
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[J11] A Charge-Domain Scalable-Weight In-Memory Computing Macro with Dual-SRAM Architecture for Precision-Scalable DNN Accelerators
Eunyoung Lee,
Taeyoung Han,
Donguk Seo,
Gicheol Shin,
Jaerok Kim,
Seonho Kim,
Soyoun Jeong,
Johnny Rhe (이존이),
Jaehyun Park (박재현),
Jong Hwan Ko (고종환),
Yoonmyung Lee
IEEE TCAS-I 2021
![[J11] A Charge-Domain Scalable-Weight In-Memory Computing Macro with Dual-SRAM Architecture for Precision-Scalable DNN Accelerators](/publication/j11_tcas1_2021/featured_hu6aef2193e6bece41bd2a0e680fa624e7_293978_400x0_resize_q75_h2_lanczos.webp)
![[C27] Application of Adversarial Domain Adaptation to Voice Activity Detection](/publication/c27_intellisys_2021/Featured_hu6aef2193e6bece41bd2a0e680fa624e7_85515_400x0_resize_q75_h2_lanczos.webp)
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![[C26] WISER: Deep Neural Network Weight-bit Inversion for State Error Reduction in MLC NAND Flash](/publication/c26_date_2021/Featured_hu5ad8c31e59524e7f9eeb09f5c1bf4c2c_183210_400x0_resize_q75_h2_lanczos.webp)
[C25] VisDrone-DET2020: The Vision Meets Drone Object Detection in Image Challenge Results
Jong Hwan Ko (고종환),
Joo Chan Lee (이주찬),
Jeong Yeop Yoo (유정엽)
ECCV 2020 Workshop on Computer Vision for UAVs (VisDrone Challenge 1st Place Winner)
![[C25] VisDrone-DET2020: The Vision Meets Drone Object Detection in Image Challenge Results](/publication/c25_eccv_2020/Featured_hu84971219c3628f7f9d6df5f86721df13_187303_400x0_resize_q75_h2_lanczos.webp)
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![[C15] The CAMEL approach to stacked sensor smart cameras](/publication/c15_date_2018/featured_hu32d1899399ed0dbf38c837842d4c5814_42792_400x0_resize_q75_h2_lanczos.webp)
![[J4] Design and Analysis of a Neural Network Inference Engine based on Adaptive Weight Compression](/publication/j4_tcad_2018/featured_hu32d1899399ed0dbf38c837842d4c5814_65880_400x0_resize_q75_h2_lanczos.webp)
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![[C12] Energy-Efficient Neural Image Processing for Internet-of-Things Edge Devices](/publication/c12_mwscas_2017/featured_hu109a64c16c1c03299552d18afe81e137_163329_400x0_resize_q75_h2_lanczos.webp)
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[C4] An Energy-Aware Approach to Noise-Tolerant Moving Object Detection for Low-Power Wireless Image Sensor Platforms
Jong Hwan Ko (고종환),
Saibal Mukhopadhyay
ISLPED 2016 (BK 인정 우수학회) - Best Paper Award
![[C4] An Energy-Aware Approach to Noise-Tolerant Moving Object Detection for Low-Power Wireless Image Sensor Platforms](/publication/c4_islped_2016/featured_hu2b28d084bc6cc6a5e064152c96c9bdfd_147501_400x0_resize_q75_h2_lanczos.webp)
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