Chiehyeon Lim

22 papers A* 3Journal 15Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Point-ITR: Task-Oriented Importance Sampling for Large-Scale 3D Point Clouds in Manufacturing.
IEEE Trans Autom. Sci. Eng.
Yichen Ma, Michael Biehler, Chiehyeon Lim, Jianjun Shi
2025 J jnl
Exploring the Concept and Operations of Sustainable Cities: A Text Mining Approach.
IEEE Access
Minjun Kim, Juram Kim, Junegak Joung, Chiehyeon Lim
2025 J jnl
Intent-Interest Disentanglement and Item-Aware Intent Contrastive Learning for Sequential Recommendation.
CoRR
Yijin Choi, Chiehyeon Lim
2025 A* conf
LayerAct: Advanced Activation Mechanism for Robust Inference of CNNs.
AAAI
Kihyuk Yoon, Chiehyeon Lim
2025 — conf
ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting.
KDD (1)
Hyunwoo Seo, Chiehyeon Lim
2025 J jnl
ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting.
CoRR
Hyunwoo Seo, Chiehyeon Lim
2024 J jnl
Cross-channel Recommendation for Multi-channel Retail.
CoRR
Yijin Choi, Jongkyung Shin, Chiehyeon Lim
2024 J jnl
Development of an offline OOH advertising recommendation system using negative sampling and deep interest network.
Multim. Tools Appl.
Hyunwoo Seo, Soohyeok Kim, Sang-Gi Ryu, Seung-Kyu Jo, Su-Phil Cho, Jong-Soo Sohn, Chiehyeon Lim
2024 J jnl
Multichannel convolution neural network for gas mixture classification.
Ann. Oper. Res.
YongKyung Oh, Chiehyeon Lim, Junghye Lee, Sewon Kim, Sungil Kim
2024 J jnl
Multistage Net: Learning Continuous Multistage Manufacturing Processes of Liquid Products Without Intermediate Output and Lead-Time Labels.
IEEE Trans. Ind. Informatics
Hojin Cho, Chiehyeon Lim
2024 J jnl
Sequential Recommendation on Temporal Proximities with Contrastive Learning and Self-Attention.
CoRR
Hansol Jung, Hyunwoo Seo, Chiehyeon Lim
2024 — conf
Towards Pareto-Efficient RLHF: Paying Attention to a Few High-Reward Samples with Reward Dropout.
EMNLP (Findings)
Changhun Lee, Chiehyeon Lim
2023 J jnl
A Bi-objective Perspective on Controllable Language Models: Reward Dropout Improves Off-policy Control Performance.
CoRR
Changhun Lee, Chiehyeon Lim
2023 J jnl
From technology enablers to circular economy: Data-driven understanding of the overview of servitization and product-service systems in Industry 4.0.
Comput. Ind.
Minjun Kim, Chiehyeon Lim, Juliana Hsuan
2023 J jnl
Layer-level activation mechanism.
CoRR
Kihyuk Yoon, Chiehyeon Lim
2022 J jnl
Driving Risk Assessment Using Non-Negative Matrix Factorization With Driving Behavior Records.
IEEE Trans. Intell. Transp. Syst.
Hyunwoo Seo, Jongkyung Shin, Ki-Hun Kim, Chiehyeon Lim, Jungcheol Bae
2022 A* conf
Recommendation in Offline Stores: A Gamification Approach for Learning the Spatiotemporal Representation of Indoor Shopping.
KDD
Jongkyung Shin, Changhun Lee, Chiehyeon Lim, Yunmo Shin, Junseok Lim
2022 J jnl
Risk score-embedded deep learning for biological age estimation: Development and validation.
Inf. Sci.
Suhyeon Kim, Hangyeol Kim, Eun-Sol Lee, Chiehyeon Lim, Junghye Lee
2021 J jnl
Customer complaints monitoring with customer review data analytics: An integrated method of sentiment and statistical process control analyses.
Adv. Eng. Informatics
Juram Kim, Chiehyeon Lim
2021 A* conf
Diet Planning with Machine Learning: Teacher-forced REINFORCE for Composition Compliance with Nutrition Enhancement.
KDD
Changhun Lee, Soohyeok Kim, Chiehyeon Lim, Jayun Kim, Yeji Kim, Minyoung Jung
2021 — conf
MIND dataset for diet planning and dietary healthcare with machine learning: Dataset creation using combinatorial optimization and controllable generation with domain experts.
NeurIPS Datasets and Benchmarks
Changhun Lee, Soohyeok Kim, Sehwa Jeong, Chiehyeon Lim, Jayun Kim, Yeji Kim, Minyoung Jung
2018 — conf
Towards a Design Space for Blockchain-Based System Reengineering.
CAiSE Workshops
Marco Comuzzi, Erdenekhuu Unurjargal, Chiehyeon Lim