Kyungho Kim

According to our database, Kyungho Kim authored at least 52 papers between 2006 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

A comprehensive survey on multi-behavior recommender systems: extended taxonomy and recent advances.

Kyungho Kim, Sunwoo Kim, Geon Lee, Jinhong Jung, Kijung Shin

Int. J. Data Sci. Anal., December, 2026

Rethinking Contrastive Learning for Graph Collaborative Filtering: Limitations and a Simple Remedy.

Geon Lee, Sunwoo Kim, Kyungho Kim, Kijung Shin

CoRR, May, 2026

ReFuGe: Feature Generation for Prediction Tasks on Relational Databases with LLM Agents.

Kyungho Kim, Geon Lee, Juyeon Kim, Dongwon Choi, Shinhwan Kang, Kijung Shin

Proceedings of the ACM Web Conference 2026, 2026

Feature-Centric Unsupervised Node Representation Learning Without Homophily Assumption.

Sunwoo Kim, Soo Yong Lee, Kyungho Kim, Hyunjin Hwang, Jaemin Yoo, Kijung Shin

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

From Raw Features to Effective Embeddings: A Three-Stage Approach for Multimodal Recipe Recommendation.

Jeeho Shin, Kyungho Kim, Kijung Shin

CoRR, November, 2025

ItemRAG: Item-Based Retrieval-Augmented Generation for LLM-Based Recommendation.

Sunwoo Kim, Geon Lee, Kyungho Kim, Jaemin Yoo, Kijung Shin

CoRR, November, 2025

Multi-behavior Recommender Systems: A Survey.

Kyungho Kim, Sunwoo Kim, Geon Lee, Jinhong Jung, Kijung Shin

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2025

RDB2G-Bench: A Comprehensive Benchmark for Automatic Graph Modeling of Relational Databases.

Dongwon Choi, Sunwoo Kim, Juyeon Kim, Kyungho Kim, Geon Lee, Shinhwan Kang, Myunghwan Kim, Kijung Shin

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Prompt Crossing: Evaluating Whether LLM Response Stem from Jailbreak or Normal Prompt.

Kyungho Kim, Jaejin Seo, Seongmin Park, Jihwa Lee

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

FPGA-Based Near-Data Processing Emulation Platform for System-Level Evaluation of DIMM Memory Systems.

Minkyu Lee, Kyungho Kim, Eunchong Lee, Aeri Kim, Sang-Seol Lee

Proceedings of the International Conference on Electronics, Information, and Communication, 2025

Designing an Optimized Processing Elements Structure for Depthwise Separable Convolution.

Eunchong Lee, Yumi Kim, Kyungho Kim, Dongyeob Shin, Sung-Joon Jang

Proceedings of the International Conference on Electronics, Information, and Communication, 2025

An Optimized Edge Platform for 3D Object Detection in Autonomous Driving.

Kwonseung Bok, Yumi Kim, Aeri Kim, Sang-Seol Lee, Kyungho Kim

Proceedings of the International Conference on Electronics, Information, and Communication, 2025

A Self-Supervised Mixture-of-Experts Framework for Multi-behavior Recommendation.

Kyungho Kim, Sunwoo Kim, Geon Lee, Kijung Shin

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

2024

Revisiting LightGCN: Unexpected Inflexibility, Inconsistency, and A Remedy Towards Improved Recommendation.

Geon Lee, Kyungho Kim, Kijung Shin

Proceedings of the 18th ACM Conference on Recommender Systems, 2024

Rethinking Reconstruction-based Graph-Level Anomaly Detection: Limitations and a Simple Remedy.

Sunwoo Kim, Soo Yong Lee, Fanchen Bu, Shinhwan Kang, Kyungho Kim, Jaemin Yoo, Kijung Shin

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Strategic Improvements in CNN Accelerators: Optimizing PE Utilization for MobileNetV2.

Eunchong Lee, Sang-Seol Lee, Minkyu Lee, Kyungho Kim, Sung-Joon Jang

Proceedings of the 21st International SoC Design Conference, 2024

A Simple Up-and-Down Weight Update Method for Tiny 8-bit Quantized CNN Training.

Chanyung Kim, Eunchong Lee, Kyungho Kim, Sung-Joon Jang, Sang-Seol Lee

Proceedings of the 21st International SoC Design Conference, 2024

An Im2col Architecture Using The Benes Network For Deep Learning Hardware Accelerators.

Sanghyun Kim, Kyungho Kim, Yumi Kim, Aeri Kim, Sung-Joon Jang

Proceedings of the 21st International SoC Design Conference, 2024

Unsupervised Extractive Dialogue Summarization in Hyperdimensional Space.

Seongmin Park, Kyungho Kim, Jaejin Seo, Jihwa Lee

Proceedings of the IEEE International Conference on Acoustics, 2024

HAIL-DIMM: Host Access Interleaved with Near-Data Processing on DIMM-based Memory System.

Minkyu Lee, Sang-Seol Lee, Kyungho Kim, Eunchong Lee, Sung-Joon Jang

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

Non-Essential Is NEcessary: Order-agnostic Multi-hop Question Generation.

Kyungho Kim, Seongmin Park, Junseo Lee, Jihwa Lee

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

RT-VQ2A2: Real Time Vector Quantized Question Answering with ASR.

Kyungho Kim, Seongmin Park, Jihwa Lee

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Post-Training Embedding Enhancement for Long-Tail Recommendation.

Geon Lee, Kyungho Kim, Kijung Shin

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Towards Better Utilization of Multiple Views for Bundle Recommendation.

Kyungho Kim, Sunwoo Kim, Geon Lee, Kijung Shin

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Deep Learning Accelerators' Configuration Space Exploration Effect on Performance and Resource Utilization: A Gemmini Case Study.

Dennis Agyemanh Nana Gookyi, Eunchong Lee, Kyungho Kim, Sung-Joon Jang, Sang-Seol Lee

Sensors, March, 2023

Lightweight and Energy-Efficient Deep Learning Accelerator for Real-Time Object Detection on Edge Devices.

Kyungho Kim, Sung-Joon Jang, Jonghee Park, Eunchong Lee, Sang-Seol Lee

Sensors, February, 2023

A Max Pooling Hardware Architecture Supporting Inference And Training For CNN Accelerators.

Sanghyun Kim, Eunchong Lee, Minkyu Lee, Kyungho Kim, Sang-Seol Lee, Sung-Joon Jang

Proceedings of the 20th International SoC Design Conference, 2023

Image Generation is May All You Need for VQA.

Kyungho Kim, Junseo Lee, Jihwa Lee

Proceedings of the IEEE International Conference on Acoustics, 2023

An Efficient NPU-Aware Filter Pruning in Convolutional Neural Network.

Soyoung Lee, Kyungho Kim, Jonghoon Kwak, Eunchong Lee, Sang-Seol Lee

Proceedings of the International Conference on Electronics, Information, and Communication, 2023

Cross-task Knowledge Transfer for Extremely Weakly Supervised Text Classification.

Seongmin Park, Kyungho Kim, Jihwa Lee

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Exploring GEMM Operations on Different Configurations of the Gemmini Accelerator.

Dennis Agyemanh Nana Gookyi, Eunchong Lee, Kyungho Kim, Sung-Joon Jang, Sang-Seol Lee

Proceedings of the 19th International SoC Design Conference, 2022

2021

Investigating Frontline Service Employees to Identify Behavioral Goals of Restaurant Service Robot: An Exploratory Study.

Min-Gyu Kim, Heeyoon Yoon, Juhyun Kim, Jungjun Kim, Dong-Seop Sohn, Kyungho Kim

Proceedings of the 18th International Conference on Ubiquitous Robots, 2021

Query Generation for Multimodal Documents.

Kyungho Kim, Kyungjae Lee, Seung-won Hwang, Young-In Song, Seungwook Lee

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

2020

Fast Number Theoretic Transform for Ring-LWE on 8-bit AVR Embedded Processor.

Hwajeong Seo, Hyeokdong Kwon, Yongbeen Kwon, Kyungho Kim, Seungju Choi, Hyunjun Kim, Kyoungbae Jang

Sensors, 2020

Instructional Video Summarization Using Attentive Knowledge Grounding.

Kyungho Kim, Kyungjae Lee, Seung-won Hwang

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track, 2020

Conditional Response Augmentation for Dialogue Using Knowledge Distillation.

Myeongho Jeong, Seungtaek Choi, Hojae Han, Kyungho Kim, Seung-won Hwang

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

A Real Time Implementation of a Bayer Domain Image Deblurring Core for Optical Blur Compensation.

Han-Sol Lee, Eundoo Heo, Wonseok Lee, Do-Chang Ahn, Jeonghyeon Cheon, Kyungho Kim, Kyunghwan Lee, Jeongguk Lee, Yunseok Choi, Soonkeun Chang

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Ring-LWE on 8-Bit AVR Embedded Processor.

Hwajeong Seo, Hyeokdong Kwon, Yongbeen Kwon, Kyungho Kim, Seungju Choi, Hyunjun Kim, Kyoungbae Jang

Proceedings of the Information Security Applications - 20th International Conference, 2019

FACE-LIGHT: Fast AES-CTR Mode Encryption for Low-End Microcontrollers.

Kyungho Kim, Seungju Choi, Hyeokdong Kwon, Zhe Liu, Hwajeong Seo

Proceedings of the Information Security and Cryptology - ICISC 2019, 2019

2016

Exploring the comparative salience of restaurant attributes: A conjoint analysis approach.

Hosung Timothy Rhee, Sung-Byung Yang, Kyungho Kim

Int. J. Inf. Manag., 2016

Depth extraction using adaptive blur channel selection for dual aperture camera.

Kyungho Kim, Yeongmin Lee, Hyun Sang Park, Chong-Min Kyung

Proceedings of the 2016 IEEE Asia Pacific Conference on Circuits and Systems, 2016

2015

A small non-volatile write buffer to reduce storage writes in smartphones.

Mungyu Son, Sungkwang Lee, Kyungho Kim, Sungjoo Yoo, Sunggu Lee

Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015

2012

Lifetime management of flash-based SSDs using recovery-aware dynamic throttling.

Sungjin Lee, Taejin Kim, Kyungho Kim, Jihong Kim

Proceedings of the 10th USENIX conference on File and Storage Technologies, 2012

2011

Signal Regeneration Adaptive Equalizer for Fast Fading Environment.

Seongwook Song, Kyungho Kim

IEEE Trans. Commun., 2011

The unified UE baseband modem hardware platform architecture for 3GPP specifications.

Hyunil Kwon, Kyungho Kim, Chungyong Lee

J. Commun. Networks, 2011

2010

High Performance MAC Architecture for 3GPP Modem.

Sejin Park, Yong Kim, Inchul Song, Kichul Han, Jookwang Kim, Kyungho Kim

Proceedings of the Advances in Computer Science and Information Technology, 2010

Low-cost design for repair with circuit partitioning.

Kyungho Kim, Byungtae Kang, Donghyun Kim, Sungchul Lee, Juyong Shin, Hyunchul Shin

Proceedings of the 15th Asia South Pacific Design Automation Conference, 2010

The Effect of Multiplexing Users in QoS Provisioning Scheduling.

Seongwoo Ahn, Hano Wang, Kyungho Kim, Daesik Hong

Proceedings of the Sixth Advanced International Conference on Telecommunications, 2010

2009

Relationship between salivary Chromogranin-A and stress induced by simulated monotonous driving.

Takehiro Yamakoshi, Sang-Bum Park, Won-Cheoul Jang, Kyungho Kim, Yasuhiro Yamakoshi, Hajime Hirose

Medical Biol. Eng. Comput., 2009

2007

An Efficient Code-Timing Acquisition for MIMO-CDMA Systems.

Yoonjoo Kwon, Myeongcheol Shin, Kyungho Kim, Chungyong Lee

IEEE Trans. Veh. Technol., 2007

Synchronization Tracking Methods for DRM Systems.

Chen Chen, Beomjin Park, Lijun Wei, Hyun-Seok Oh, Kyungho Kim

Proceedings of the IEEE Wireless Communications and Networking Conference, 2007

2006

Development of Smart Toothbrush Monitoring System for Ubiquitous Healthcare.

Jeong-Whan Lee, Kang-Hwi Lee, Kyeong-Seop Kim, Dong-Jun Kim, Kyungho Kim

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006