Seungjae Shin

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 40

Top Topics

Bayesian Modeling

Reinforcement Learning

Boltzmann Distribution

Top Venues

Publications

HeeSun Bae, Seungjae Shin, Byeonghu Na, Il-Chul Moon
Dirichlet-based Per-Sample Weighting by Transition Matrix for Noisy Label Learning. CoRR (2024)
Seungjae Shin, HeeSun Bae, Byeonghu Na, Yoon-Yeong Kim, Il-Chul Moon
Unknown Domain Inconsistency Minimization for Domain Generalization. CoRR (2024)
Doyeon Kim, Seungjae Shin, Jaewon Jeong, Joohyung Lee
Joint Edge Server Selection and Data Set Management for Federated-Learning-Enabled Mobile Traffic Prediction. IEEE Internet Things J. 11 (3) (2024)
Youngjae Cho, HeeSun Bae, Seungjae Shin, Yeo Dong Youn, Weonyoung Joo, Il-Chul Moon
Make Prompts Adaptable: Bayesian Modeling for Vision-Language Prompt Learning with Data-Dependent Prior. CoRR (2024)
HeeSun Bae, Seungjae Shin, Byeonghu Na, Il-Chul Moon
Dirichlet-based Per-Sample Weighting by Transition Matrix for Noisy Label Learning. ICLR (2024)
Youngjae Cho, HeeSun Bae, Seungjae Shin, Yeo Dong Youn, Weonyoung Joo, Il-Chul Moon
Make Prompts Adaptable: Bayesian Modeling for Vision-Language Prompt Learning with Data-Dependent Prior. AAAI (2024)
Seungjae Shin, HeeSun Bae, Byeonghu Na, Yoon-Yeong Kim, Il-Chul Moon
Unknown Domain Inconsistency Minimization for Domain Generalization. ICLR (2024)
Seungjae Shin, HeeSun Bae, DongHyeok Shin, Weonyoung Joo, Il-Chul Moon
Loss-Curvature Matching for Dataset Selection and Condensation. AISTATS (2023)
DongHyeok Shin, Seungjae Shin, Il-Chul Moon
Frequency Domain-based Dataset Distillation. CoRR (2023)
Seungjae Shin, HeeSun Bae, DongHyeok Shin, Weonyoung Joo, Il-Chul Moon
Loss-Curvature Matching for Dataset Selection and Condensation. CoRR (2023)
DongHyeok Shin, Seungjae Shin, Il-Chul Moon
Frequency Domain-Based Dataset Distillation. NeurIPS (2023)
HeeSun Bae, Seungjae Shin, Byeonghu Na, JoonHo Jang, Kyungwoo Song, Il-Chul Moon
From Noisy Prediction to True Label: Noisy Prediction Calibration via Generative Model. ICML (2022)
HeeSun Bae, Seungjae Shin, Byeonghu Na, JoonHo Jang, Kyungwoo Song, Il-Chul Moon
From Noisy Prediction to True Label: Noisy Prediction Calibration via Generative Model. CoRR (2022)
Dongjun Kim, Seungjae Shin, Kyungwoo Song, Wanmo Kang, Il-Chul Moon
Soft Truncation: A Universal Training Technique of Score-based Diffusion Model for High Precision Score Estimation. ICML (2022)
Hongseok Jeon, Seungjae Shin, Chunglae Cho, Seunghyun Yoon
Multi-Agent Learning-based Package Caching in Serverless Edge Computing. ICTC (2022)
Chunglae Cho, Seungjae Shin, Hongseok Jeon, Seunghyun Yoon
Elastic Network Cache Control Using Deep Reinforcement Learning. ICTC (2022)
Hongseok Jeon, Seungjae Shin, Chunglae Cho, Seunghyun Yoon
Deep Reinforcement Learning for QoS-Aware Package Caching in Serverless Edge Computing. GLOBECOM (2021)
Dongjun Kim, Seungjae Shin, Kyungwoo Song, Wanmo Kang, Il-Chul Moon
Score Matching Model for Unbounded Data Score. CoRR (2021)
Dongjun Kim, Kyungwoo Song, Seungjae Shin, Wanmo Kang, Il-Chul Moon
Posterior-Aided Regularization for Likelihood-Free Inference. CoRR (2021)
Mingi Ji, Seungjae Shin, Seunghyun Hwang, Gibeom Park, Il-Chul Moon
Refine Myself by Teaching Myself: Feature Refinement via Self-Knowledge Distillation. CoRR (2021)
Hyuck Lee, Seungjae Shin, Heeyoung Kim
ABC: Auxiliary Balanced Classifier for Class-imbalanced Semi-supervised Learning. CoRR (2021)
Mingi Ji, Seungjae Shin, Seunghyun Hwang, Gibeom Park, Il-Chul Moon
Refine Myself by Teaching Myself: Feature Refinement via Self-Knowledge Distillation. CVPR (2021)
Hyemi Kim, Seungjae Shin, JoonHo Jang, Kyungwoo Song, Weonyoung Joo, Wanmo Kang, Il-Chul Moon
Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder. AAAI (2021)
Chunglae Cho, Seungjae Shin, Hongseok Jeon, Seunghyun Yoon
TTL-Based Cache Utility Maximization Using Deep Reinforcement Learning. GLOBECOM (2021)
Hyuck Lee, Seungjae Shin, Heeyoung Kim
ABC: Auxiliary Balanced Classifier for Class-imbalanced Semi-supervised Learning. NeurIPS (2021)
Kyungwoo Song, JoonHo Jang, Seungjae Shin, Il-Chul Moon
Bivariate Beta-LSTM. AAAI (2020)
Seungjae Shin, Kyungwoo Song, JoonHo Jang, Hyemi Kim, Weonyoung Joo, Il-Chul Moon
Neutralizing Gender Bias in Word Embedding with Latent Disentanglement and Counterfactual Generation. EMNLP (Findings) (2020)
Seungjae Shin, Kyungwoo Song, JoonHo Jang, Hyemi Kim, Weonyoung Joo, Il-Chul Moon
Neutralizing Gender Bias in Word Embedding with Latent Disentanglement and Counterfactual Generation. CoRR (2020)
Weonyoung Joo, Dongjun Kim, Seungjae Shin, Il-Chul Moon
Generalized Gumbel-Softmax Gradient Estimator for Various Discrete Random Variables. CoRR (2020)
Yongjin Shin, Gihun Lee, Seungjae Shin, Seyoung Yun, Il-Chul Moon
FEWER: Federated Weight Recovery. DistributedML@CoNEXT (2020)
Seungjae Shin, Hongseok Jeon, Chunglae Cho, Seunghyun Yoon, Taeyeon Kim
User Mobility Synthesis based on Generative Adversarial Networks: A Survey. ICACT (2020)
Chunglae Cho, Seungjae Shin, Hongseok Jeon, Seunghyun Yoon
QoS-Aware Workload Distribution in Hierarchical Edge Clouds: A Reinforcement Learning Approach. IEEE Access 8 (2020)
Dongjun Kim, Weonyoung Joo, Seungjae Shin, Il-Chul Moon
Adversarial Likelihood-Free Inference on Black-Box Generator. CoRR (2020)
JoonHo Jang, Seungjae Shin, Hyunjin Lee, Il-Chul Moon
Forecasting the Concentration of Particulate Matter in the Seoul Metropolitan Area Using a Gaussian Process Model. Sensors 20 (14) (2020)
Hyemi Kim, Seungjae Shin, JoonHo Jang, Kyungwoo Song, Weonyoung Joo, Wanmo Kang, Il-Chul Moon
Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder. CoRR (2020)
Kyungwoo Song, JoonHo Jang, Seungjae Shin, Il-Chul Moon
Bivariate Beta LSTM. CoRR (2019)
Hongseok Jeon, Chunglae Cho, Seungjae Shin, Seunghyun Yoon
A CloudSim-Extension for Simulating Distributed Functions-as-a-Service. PDCAT (2019)
Wonjun Lee, Seungjae Shin
Effects of Product Smartness on Satisfaction: Focused on the Perceived Characteristics of Smartphones. J. Theor. Appl. Electron. Commer. Res. 13 (2) (2018)
Seungjae Shin, Uichin Lee, Falko Dressler, Hyunsoo Yoon
Analysis of Cell Sojourn Time in Heterogeneous Networks With Small Cells. IEEE Commun. Lett. 20 (4) (2016)
Seungjae Shin, Uichin Lee, Falko Dressler, Hyunsoo Yoon
Motion-MiX DHT for Wireless Mobile Networks. IEEE Trans. Mob. Comput. 15 (12) (2016)
Wonjun Lee, Seungjae Shin
The Effects of Smartphone Addiction Drivers on Work Performance. AMCIS (2015)
Seungjae Shin, Namgi Kim, Byoung-Dai Lee, Yoon-Ho Choi, Hyunsoo Yoon
On the Design of Delay based Admission Control in Hierarchical Networks. KSII Trans. Internet Inf. Syst. 8 (3) (2014)
Seungjae Shin, Burak Eksiouglu
RFID Adoption and Productivity Growth in U.S. Retail Supply Chains. AMCIS (2014)
Seungjae Shin, Burak Eksoglu
Effects of RFID Technology on Profitability and Efficiency in Retail Supply Chains. AMCIS (2013)
Yongjoo Shin, Seungjae Shin, Minsoo Kim, Hyunsoo Yoon
A Secure Self-Encryption Scheme for Resource Limited Mobile Devices. ICITCS (2012)
Seungjae Shin, Wanjoo Park, Hyunchul Cho, Se Hyung Park, Laehyun Kim
Needle Insertion Simulator with Haptic Feedback. HCI (2) (2011)
Byungjin Jeong, Seungjae Shin, Ingook Jang, Nak Woon Sung, Hyunsoo Yoon
A Smart Handover Decision Algorithm Using Location Prediction for Hierarchical Macro/Femto-Cell Networks. VTC Fall (2011)
Wanjoo Park, Se Hyung Park, Laehyun Kim, Seungjae Shin
Haptic Mouse Interface Actuated by an Electromagnet. CISIS (2011)
Seungjae Shin, Martin B. H. Weiss
Analysis of mobile broadband competition: 3G vs. WiFi. Int. J. Mob. Commun. 8 (5) (2010)
Seungjae Shin, Jack E. Tucci
Lesson from WiFi Municipal Wireless Network. AMCIS (2009)
Seungjae Shin, Jack E. Tucci
A study of e-government infrastructure through WiFi implementation: strategic pricing to recover costs. Electron. Gov. an Int. J. 6 (3) (2009)
Jungwoo Ryoo, Tae Hwan Oh, Seungjae Shin, Young B. Choi
A comprehensive readiness assessment framework for identity theft safeguards in web-based electronic government systems. Electron. Gov. an Int. J. 6 (1) (2009)
Seungjae Shin, Junbeom Hur, Hanjin Lee, Hyunsoo Yoon
Bandwidth efficient key distribution for secure multicast in dynamic wireless mesh networks. WCNC (2009)
Chano Kim, Seungjae Shin, Chanil Park, Hyunsoo Yoon
A Resilient and Efficient Replication Attack Detection Scheme for Wireless Sensor Networks. IEICE Trans. Inf. Syst. (7) (2009)
Seungjae Shin, Gilju Park, Wonjun Lee, Sunmi Lee
Case Study: How to Make Telecom Pricing Strategy Using Data Warehouse Approach. HICSS (6) (1998)