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Kyung-Min Kim
Kyung Min Kim
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2020 – today
- 2024
- [j22]Yun-Sik Dho, Byeong Cheol Lee, HyeongCheol Moon, Kyung Min Kim, Ho Kang
, Eun Jung Lee, Min-Sung Kim, Jin Wook Kim, Yong Hwy Kim, Sang Joon Park, Chul-Kee Park
Validation of real-time inside-out tracking and depth realization technologies for augmented reality-based neuronavigation. Int. J. Comput. Assist. Radiol. Surg. 19(1): 15-25 (2024) - [j21]Kyung-Min Kim
PVS-GEN: Systematic Approach for Universal Synthetic Data Generation Involving Parameterization, Verification, and Segmentation. Sensors 24(1): 266 (2024) - [i27]Young-Jin Park, Donghyun Kim, Frédéric Odermatt, Juho Lee, Kyung-Min Kim:
A Scalable and Transferable Time Series Prediction Framework for Demand Forecasting. CoRR abs/2402.19402 (2024) - [i26]Kang Min Yoo, Jaegeun Han, Sookyo In, Heewon Jeon, Jisu Jeong, Jaewook Kang, Hyunwook Kim, Kyung-Min Kim, Munhyong Kim, Sungju Kim, Donghyun Kwak, Hanock Kwak, Se Jung Kwon, Bado Lee, Dongsoo Lee, Gichang Lee, Jooho Lee, Baeseong Park, Seongjin Shin, Joonsang Yu, Seolki Baek, Sumin Byeon, Eungsup Cho, Dooseok Choe, Jeeseung Han, Youngkyun Jin, Hyein Jun, Jaeseung Jung, Chanwoong Kim, Jinhong Kim, Jinuk Kim, Dokyeong Lee, Dong Wook Park, Jeong Min Sohn, Sujung Han, Jiae Heo, Sungju Hong, Mina Jeon, Hyunhoon Jung, Jungeun Jung, Wangkyo Jung, Chungjoon Kim, Hyeri Kim, Jonghyun Kim, Min Young Kim, Soeun Lee, Joonhee Park, Jieun Shin, Sojin Yang, Jungsoon Yoon, Hwaran Lee, Sanghwan Bae, Jeehwan Cha, Karl Gylleus, Donghoon Ham, Mihak Hong, Youngki Hong, Yunki Hong, Dahyun Jang, Hyojun Jeon, Yujin Jeon, Yeji Jeong, Myunggeun Ji, Yeguk Jin, Chansong Jo, Shinyoung Joo, Seunghwan Jung, Adrian Jungmyung Kim, Byoung Hoon Kim, Hyomin Kim, Jungwhan Kim, Minkyoung Kim, Minseung Kim, Sungdong Kim, Yonghee Kim, Youngjun Kim, Youngkwan Kim, Donghyeon Ko, Dughyun Lee, Hayoung Lee, Jaehong Lee, Jieun Lee, Jonghyun Lee, Jongjin Lee, Min Young Lee, Yehbin Lee, Taehong Min, Yuri Min, Kiyoon Moon, Hyangnam Oh, Jaesun Park, Kyuyon Park, Younghun Park, Hanbae Seo, Seunghyun Seo, Mihyun Sim, Gyubin Son, Matt Yeo, Kyung Hoon Yeom, Wonjoon Yoo:
HyperCLOVA X Technical Report. CoRR abs/2404.01954 (2024) - [i25]Jin-Duk Park, Kyung-Min Kim, Won-Yong Shin:
CF-KAN: Kolmogorov-Arnold Network-based Collaborative Filtering to Mitigate Catastrophic Forgetting in Recommender Systems. CoRR abs/2409.05878 (2024) - [i24]Ayush Jain, Norio Kosaka, Xinhu Li, Kyung-Min Kim, Erdem Biyik, Joseph J. Lim:
Mitigating Suboptimality of Deterministic Policy Gradients in Complex Q-functions. CoRR abs/2410.11833 (2024) - 2023
- [j20]Yunhong Min, Byung-Cheon Choi, Myoung-Ju Park, Kyung Min Kim
A parallel-machine scheduling problem with an antithetical property to maximize total weighted early work. 4OR 21(3): 421-437 (2023) - [j19]Sang-Ho Hwang, Kyung-Min Kim
Lossless Data Compression for Time-Series Sensor Data Based on Dynamic Bit Packing. Sensors 23(20): 8575 (2023) - [c32]Kyuyong Shin, Hanock Kwak, Su Young Kim, Max Nihlén Ramström, Jisu Jeong, Jung-Woo Ha, Kyung-Min Kim:
Scaling Law for Recommendation Models: Towards General-Purpose User Representations. AAAI 2023: 4596-4604 - [c31]Jinyoung Park, Hyeong Kyu Choi, Juyeon Ko, Hyeon-Jin Park, Ji-Hoon Kim, Jisu Jeong, Kyung-Min Kim, Hyunwoo J. Kim:
Relation-Aware Language-Graph Transformer for Question Answering. AAAI 2023: 13457-13464 - [c30]Gaon An, Junhyeok Lee, Xingdong Zuo, Norio Kosaka, Kyung-Min Kim, Hyun Oh Song:
Direct Preference-based Policy Optimization without Reward Modeling. NeurIPS 2023 - [i23]Gaon An, Junhyeok Lee, Xingdong Zuo, Norio Kosaka, Kyung-Min Kim, Hyun Oh Song:
Designing an offline reinforcement learning objective from scratch. CoRR abs/2301.12842 (2023) - 2022
- [j18]Do Hoon Kim, Young Seok Kim, Woon Hyung Cheong, Hanchan Song, Hakseung Rhee
Evolutionary Learning of Binary Neural Network Using a TaOx Memristor via Stochastic Stateful Logic. Adv. Intell. Syst. 4(9) (2022) - [j17]Byung-Cheon Choi, Kyung Min Kim, Yunhong Min
A single machine scheduling with generalized and periodic due dates to minimize total deviation. Discret. Appl. Math. 314: 31-52 (2022) - [j16]Byung-Cheon Choi, Kyung Min Kim, Yunhong Min, Myoung-Ju Park
Scheduling with generalized and periodic due dates under single- and two-machine environments. Optim. Lett. 16(2): 623-633 (2022) - [c29]Young-Jin Park, Donghyun Kim, Frédéric Odermatt
A Large-Scale Ensemble Learning Framework for Demand Forecasting. ICDM 2022: 378-387 - [c28]Ayush Jain, Norio Kosaka, Kyung-Min Kim, Joseph J. Lim:
Know Your Action Set: Learning Action Relations for Reinforcement Learning. ICLR 2022 - [c27]Jeonghwan Kim, Junmo Kang, Kyung-Min Kim, Giwon Hong, Sung-Hyon Myaeng:
Exploiting Numerical-Contextual Knowledge to Improve Numerical Reasoning in Question Answering. NAACL-HLT (Findings) 2022: 1811-1821 - [i22]Hyeon-Jin Park, Seunghun Lee, Sihyeon Kim, Jinyoung Park, Jisu Jeong, Kyung-Min Kim, Jung-Woo Ha
Metropolis-Hastings Data Augmentation for Graph Neural Networks. CoRR abs/2203.14082 (2022) - [i21]Seungjae Jung, Kyung-Min Kim:
Hazard Gradient Penalty for Survival Analysis. CoRR abs/2205.13717 (2022) - [i20]Kashif Rasul, Young-Jin Park, Max Nihlén Ramström, Kyung-Min Kim:
VQ-AR: Vector Quantized Autoregressive Probabilistic Time Series Forecasting. CoRR abs/2205.15894 (2022) - [i19]Jinyoung Park, Seongjun Yun, Hyeon-Jin Park, Jaewoo Kang, Jisu Jeong, Kyung-Min Kim, Jung-Woo Ha
Deformable Graph Transformer. CoRR abs/2206.14337 (2022) - [i18]Su Young Kim, Hyeon-Jin Park, Kyuyong Shin, Kyung-Min Kim:
Ask Me What You Need: Product Retrieval using Knowledge from GPT-3. CoRR abs/2207.02516 (2022) - [i17]Jiwoong Park, Jisu Jeong, Kyung-Min Kim, Jin Young Choi:
Meta-node: A Concise Approach to Effectively Learn Complex Relationships in Heterogeneous Graphs. CoRR abs/2210.14480 (2022) - [i16]Jinyoung Park, Hyeong Kyu Choi, Juyeon Ko, Hyeon-Jin Park, Ji-Hoon Kim, Jisu Jeong, Kyung-Min Kim, Hyunwoo J. Kim:
Relation-aware Language-Graph Transformer for Question Answering. CoRR abs/2212.00975 (2022) - [i15]Kyuyong Shin, Hanock Kwak, Wonjae Kim, Jisu Jeong, Seungjae Jung, Kyung-Min Kim, Jung-Woo Ha, Sang-Woo Lee:
Pivotal Role of Language Modeling in Recommender Systems: Enriching Task-specific and Task-agnostic Representation Learning. CoRR abs/2212.03760 (2022) - 2021
- [j15]Hyeon-Jin Park
Learning Augmentation for GNNs With Consistency Regularization. IEEE Access 9: 127961-127972 (2021) - [j14]Young Seok Kim, Myeong Won Son, Kyung Min Kim
Memristive Stateful Logic for Edge Boolean Computers. Adv. Intell. Syst. 3(7): 2000278 (2021) - [j13]Sung-Pil Hong, Kyung Min Kim, Suk-Joon Ko
Estimating heterogeneous agent preferences by inverse optimization in a randomized nonatomic game. Ann. Oper. Res. 307(1): 207-228 (2021) - [j12]Byung-Cheon Choi, Myoung-Ju Park
A Parallel Machine Scheduling Problem Maximizing Total Weighted Early Work. Asia Pac. J. Oper. Res. 38(6): 2150007:1-2150007:16 (2021) - [j11]Kyung-Wha Park, Jung-Woo Ha
M2FN: Multi-step modality fusion for advertisement image assessment. Appl. Soft Comput. 103: 107116 (2021) - [j10]Young Seo Lee, Kyung Min Kim, Ji Heon Lee, Young-Ho Gong, Seon Wook Kim, Sung Woo Chung:
Monolithic 3D stacked multiply-accumulate units. Integr. 76: 183-189 (2021) - [c26]Jeonghwan Kim, Giwon Hong, Kyung-Min Kim, Junmo Kang, Sung-Hyon Myaeng:
Have You Seen That Number? Investigating Extrapolation in Question Answering Models. EMNLP (1) 2021: 7031-7037 - [c25]Hiun Kim, Jisu Jeong, Kyung-Min Kim, Dongjun Lee, Hyun Dong Lee, Dongpil Seo, Jeeseung Han, Dong Wook Park, Ji Ae Heo, Rak Yeong Kim:
Intent-based Product Collections for E-commerce using Pretrained Language Models. ICDM (Workshops) 2021: 228-237 - [c24]Hyeon-Jin Park, Seunghun Lee, Sihyeon Kim, Jinyoung Park, Jisu Jeong, Kyung-Min Kim, Jung-Woo Ha, Hyunwoo J. Kim:
Metropolis-Hastings Data Augmentation for Graph Neural Networks. NeurIPS 2021: 19010-19020 - [c23]Seungjae Jung, Young-Jin Park, Jisu Jeong, Kyung-Min Kim, Hiun Kim, Minkyu Kim, Hanock Kwak:
Global-Local Item Embedding for Temporal Set Prediction. RecSys 2021: 674-679 - [i14]Kyung-Wha Park, Jung-Woo Ha, Junghoon Lee, Sunyoung Kwon, Kyung-Min Kim, Byoung-Tak Zhang:
M2FN: Multi-step Modality Fusion for Advertisement Image Assessment. CoRR abs/2102.00441 (2021) - [i13]Dasol Hwang, Jinyoung Park, Sunyoung Kwon, Kyung-Min Kim, Jung-Woo Ha, Hyunwoo J. Kim:
Self-supervised Auxiliary Learning for Graph Neural Networks via Meta-Learning. CoRR abs/2103.00771 (2021) - [i12]Kyuyong Shin, Hanock Kwak, Kyung-Min Kim, Minkyu Kim, Young-Jin Park, Jisu Jeong, Seungjae Jung:
One4all User Representation for Recommender Systems in E-commerce. CoRR abs/2106.00573 (2021) - [i11]Seungjae Jung, Young-Jin Park, Jisu Jeong, Kyung-Min Kim, Hiun Kim, Minkyu Kim, Hanock Kwak:
Global-Local Item Embedding for Temporal Set Prediction. CoRR abs/2109.02074 (2021) - [i10]Hiun Kim, Jisu Jeong, Kyung-Min Kim, Dongjun Lee, Hyun Dong Lee, Dongpil Seo, Jeeseung Han, Dong Wook Park, Ji Ae Heo, Rak Yeong Kim:
Intent-based Product Collections for E-commerce using Pretrained Language Models. CoRR abs/2110.08241 (2021) - [i9]Kyuyong Shin, Hanock Kwak, Kyung-Min Kim, Su Young Kim, Max Nihlén Ramström:
Scaling Law for Recommendation Models: Towards General-purpose User Representations. CoRR abs/2111.11294 (2021) - 2020
- [j9]Nuo Xu
A Stateful Logic Family Based on a New Logic Primitive Circuit Composed of Two Antiparallel Bipolar Memristors. Adv. Intell. Syst. 2(1): 1900082 (2020) - [j8]Young Seok Kim, Myeong Won Son, Hanchan Song, Juseong Park, Jangho An, Jae Bum Jeon, Geun Young Kim, Seoil Son, Kyung Min Kim
Stateful In-Memory Logic System and Its Practical Implementation in a TaO x -Based Bipolar-Type Memristive Crossbar Array. Adv. Intell. Syst. 2(3): 1900156 (2020) - [j7]Hanchan Song
Parallel Operation of Self-Limited Analog Programming for Fast Array-Level Weight Programming and Update. Adv. Intell. Syst. 2(7): 2000014 (2020) - [j6]Jae Hyun In, Young Seok Kim, Hanchan Song, Gwang Min Kim
A Universal Error Correction Method for Memristive Stateful Logic Devices for Practical Near-Memory Computing. Adv. Intell. Syst. 2(9): 2000081 (2020) - [j5]Myoung-Ju Park
Two-Machine Ordered Flow Shop Scheduling with Generalized Due Dates. Asia Pac. J. Oper. Res. 37(1): 1950032:1-1950032:16 (2020) - [j4]Jun-Hyeong Choi
WPA: Write Pattern Aware Hybrid Disk Buffer Management for Improving Lifespan of NAND Flash Memory. IEEE Trans. Consumer Electron. 66(2): 193-202 (2020) - [c22]Seungjae Jung, Kyung-Min Kim, Hanock Kwak, Young-Jin Park:
A Worrying Analysis of Probabilistic Time-series Models for Sales Forecasting. ICBINB@NeurIPS 2020: 98-105 - [c21]Yunhong Kim, Heesung Chae, Kyung-Min Kim, Kyungtae Kim, Sukki Yoon, Kyoungmin Koh, Jesuk Lee, Yongin Park:
A 1/3-Inch 1.12μm-Pitch 13Mpixel CMOS Image Sensor with a Low-Power Readout Architecture. ISCAS 2020: 1-4 - [c20]Dasol Hwang, Jinyoung Park, Sunyoung Kwon, Kyung-Min Kim, Jung-Woo Ha, Hyunwoo J. Kim:
Self-supervised Auxiliary Learning with Meta-paths for Heterogeneous Graphs. NeurIPS 2020 - [i8]Young-Jin Park, Kyuyong Shin, Kyung-Min Kim:
Hop Sampling: A Simple Regularized Graph Learning for Non-Stationary Environments. CoRR abs/2006.14897 (2020) - [i7]Kyuyong Shin, Young-Jin Park, Kyung-Min Kim, Sunyoung Kwon:
Multi-Manifold Learning for Large-scale Targeted Advertising System. CoRR abs/2007.02334 (2020) - [i6]Dasol Hwang, Jinyoung Park, Sunyoung Kwon, Kyung-Min Kim, Jung-Woo Ha, Hyunwoo J. Kim:
Self-supervised Auxiliary Learning with Meta-paths for Heterogeneous Graphs. CoRR abs/2007.08294 (2020) - [i5]Seungjae Jung, Kyung-Min Kim, Hanock Kwak, Young-Jin Park:
A Worrying Analysis of Probabilistic Time-series Models for Sales Forecasting. CoRR abs/2011.10715 (2020)
2010 – 2019
- 2019
- [j3]Kyung Min Kim
A Family of Stateful Memristor Gates for Complete Cascading Logic. IEEE Trans. Circuits Syst. I Regul. Pap. 66-I(11): 4348-4355 (2019) - [c19]Kyung-Min Kim, Jung-In Choi
Passengers' Gesture Recognition Model in Self-driving Vehicles : Gesture Recognition Model of the Passengers' Obstruction of the Vision of the Driver. ICCCS 2019: 239-242 - [c18]Young Seo Lee, Kyung Min Kim, Ji Heon Lee, Jeong Hwan Choi, Sung Woo Chung:
A High-Performance Processing-in-Memory Accelerator for Inline Data Deduplication. ICCD 2019: 515-523 - [c17]Kyung-Min Kim, Dong-Hyun Kwak, Hanock Kwak, Young-Jin Park, Sangkwon Sim, Jae-Han Cho, Minkyu Kim, Jihun Kwon, Nako Sung, Jung-Woo Ha:
Tripartite Heterogeneous Graph Propagation for Large-scale Social Recommendation. RecSys (Late-Breaking Results) 2019: 56-60 - [i4]Kyung-Min Kim, Dong-Hyun Kwak, Hanock Kwak, Young-Jin Park, Sangkwon Sim, Jae-Han Cho, Minkyu Kim, Jihun Kwon, Nako Sung, Jung-Woo Ha:
Tripartite Heterogeneous Graph Propagation for Large-scale Social Recommendation. CoRR abs/1908.02569 (2019) - [i3]Kyung-Wha Park, Junghoon Lee, Sunyoung Kwon, Jung-Woo Ha, Kyung-Min Kim, Byoung-Tak Zhang:
Which Ads to Show? Advertisement Image Assessment with Auxiliary Information via Multi-step Modality Fusion. CoRR abs/1910.02358 (2019) - 2018
- [c16]Kyung-Min Kim
Multimodal Dual Attention Memory for Video Story Question Answering. ECCV (15) 2018: 698-713 - [i2]Kyung-Min Kim, Seong-Ho Choi, Jin-Hwa Kim, Byoung-Tak Zhang:
Multimodal Dual Attention Memory for Video Story Question Answering. CoRR abs/1809.07999 (2018) - 2017
- [j2]Muhamad Erza Aminanto
Another Fuzzy Anomaly Detection System Based on Ant Clustering Algorithm. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 100-A(1): 176-183 (2017) - [c15]Kyung-Min Kim, Jinhong Jung, Jihee Ryu, Ha-Myung Park, Joseph P. Joohee, Seokwoo Jeong, U Kang, Sung-Hyon Myaeng:
A New Question Answering Approach with Conceptual Graphs. CORIA 2017: 218-234 - [c14]Min-Gwan Seo, Seokwoo Jung, Kyung-Min Kim, Sung-Hyon Myaeng:
Computing Interdisciplinarity of Scholarly Objects using an Author-Citation-Text Model. BIR@ECIR 2017: 62-72 - [c13]Kyung-Min Kim, Min-Oh Heo, Seong-Ho Choi
DeepStory: Video Story QA by Deep Embedded Memory Networks. IJCAI 2017: 2016-2022 - [i1]Kyung-Min Kim, Min-Oh Heo, Seong-Ho Choi, Byoung-Tak Zhang:
DeepStory: Video Story QA by Deep Embedded Memory Networks. CoRR abs/1707.00836 (2017) - 2016
- [c12]Kyung-Min Kim, Yuchul Jung
A Topic Transition Map for Query Expansion: A Semantic Analysis of Click-Through Data and Test Collections. Australasian Conference on Artificial Intelligence 2016: 648-664 - 2015
- [c11]JungWoo Ha, Kyung-Min Kim, Byoung-Tak Zhang:
Automated Construction of Visual-Linguistic Knowledge via Concept Learning from Cartoon Videos. AAAI 2015: 522-528 - [c10]Kyung-Min Kim, Chang-Jun Nan, Jung-Woo Ha, Yu-Jung Heo, Byoung-Tak Zhang:
Pororobot: A Deep Learning Robot That Plays Video Q&A Games. AAAI Fall Symposia 2015: 89-93 - [c9]Chang-Jun Nan, Kyung-Min Kim, Byoung-Tak Zhang:
Social Network Analysis of TV Drama Characters via Deep Concept Hierarchies. ASONAM 2015: 831-836 - 2013
- [c8]Beom-Jin Lee, JungWoo Ha, Kyung-Min Kim, Byoung-Tak Zhang:
Evolutionary concept learning from cartoon videos by multimodal hypernetworks. IEEE Congress on Evolutionary Computation 2013: 1186-1192 - 2011
- [c7]Yoonjae Jeong, Gwan Jang, Kyung-Min Kim, Sung-Hyon Myaeng:
Geo-temporal Information Retrieval Based on Semantic Role Labeling and Rank Aggregation. NTCIR 2011 - [c6]Yi-Woong Ko, Jung-Bin Lim, Young-Ho Park, Cheong Kim, In-Sik In
Fabrication of hybrid nanoparticle/CNT nanocomposite by self-assembly method via ionic interaction. ROBIO 2011: 772-778 - 2010
- [j1]Yuchul Jung
Automatic construction of a large-scale situation ontology by mining how-to instructions from the web. J. Web Semant. 8(2-3): 110-124 (2010) - [c5]Tae-Hyoung Park, Kyung-Min Kim:
Integer programming approach to PCB assembly optimization of modular mounters. IEEE Congress on Evolutionary Computation 2010: 1-6 - [c4]Gwan Jang, Keun-Chan Park, Kyung-Min Kim, Yoonjae Jeong, Sung-Hyon Myaeng:
What aspects do people search in geo-referenced text? LocWeb 2010: 4 - [c3]Keun-Chan Park, Jihee Ryu, Kyung-Min Kim, Sung-Hyon Myaeng:
A Game-based Evaluation Method for Subjective Tasks Involving Text Content Analysis. EVIA@NTCIR 2010: 69-76
2000 – 2009
- 2007
- [c2]Hyung Yun Choi, Kyung Min Kim, Jiwon Han, Sungjin Sah, Seok-Hwan Kim, Su-Hwan Hwang, Kwang No Lee, Jong-Kweon Pyun, Nicole Montmayeur, Christian Marca, Eberhard Haug, Inhyeok Lee:
Human Body Modeling for Riding Comfort Simulation. HCI (12) 2007: 813-823 - 2004
- [c1]Hui Won Je, Kyung Min Kim, Oh-Soon Shin, Won-Ick Lee, Kwang Bok Lee, Saewoong Bahk:
A novel multiple access scheme for uplink cellular systems. VTC Fall (2) 2004: 984-988
Coauthor Index
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