FreQuant: A Reinforcement-Learning based Adaptive Portfolio Optimization with Multi-frequency Decomposition (Jihyeong Jeon, Jiwon Park, Chanhee Park, and U Kang) #강유 교수팀 

Fast Multidimensional Partial Fourier Transform with Automatic Hyperparameter Selection (Yong-chan Park, Jongjin Kim, and U Kang) #강유 교수팀 

Fast and Accurate Domain Adaptation for Irregular Tensor Decomposition (Junghun Kim, Ka Hyun Park, and U Kang) #강유 교수팀

Accurate Cold-start Bundle Recommendation via Popularity-based Coalescence and Curriculum Heating
Hyunsik Jeon, Jong-eun Lee, Jeongin Yun, and U Kang # 강유 교수팀 

Accurate Semi-supervised Automatic Speech Recognition via Multi-hypotheses-based Curriculum Learning
Junghun Kim, Ka Hyun Park, and U Kang #강유 교수팀 

Fast and Accurate Dual-Way Streaming PARAFAC2 for Irregular Tensors - Algorithm and Application (Jun-Gi Jang, Jeongyoung Lee, Yongchan Park, and U Kang) #강유 교수팀

Aggregately Diversified Bundle Recommendation via Popularity Debiasing and Configuration-aware Reranking (Hyunsik Jeon, Jongjin Kim, Jaeri Lee, Jong-eun Lee, and U Kang) #강유 교수팀

Diversely Regularized Matrix Factorization for Accurate and Aggregately Diversified Recommendation (Jongjin Kim, Hyunsik Jeon, Jaeri Lee, and U Kang) #강유 교수팀 

Accurate PARAFAC2 Decomposition for Temporal Irregular Tensors with Missing Values (Jun-Gi Jang, Jeongyoung Lee, Jiwon Park, and U Kang) #강유 교수팀 

Accurate Action Recommendation for Smart Home via Two-Level Encoders and Commonsense Knowledge (Hyunsik Jeon, Jongjin Kim, Hoyoung Yoon, Jaeri Lee, and U Kang) #강유 교수팀

MiDaS: Representative Sampling from Real-world Hypergraphs (Minyoung Choe, Jaemin Yoo, Geon Lee, Woonsung Baek, U Kang and Kijung Shin) #강유 교수팀

Model-Agnostic Augmentation for Accurate Graph Classification (Jaemin Yoo, Sooyeon Shim and U Kang) #강유 교수팀

Accurate Node Feature Estimation with Structured Variational Graph Autoencoder (Jaemin Yoo, Hyunsik Jeon, Jinhong Jung, and U Kang) #강유 교수팀

DPar2: Fast and Scalable PARAFAC2 Decomposition for Irregular Dense Tensors (Jun-Gi Jang and U Kang) #강유 교수팀

Accurate Graph-Based PU Learning without Class Prior (Jaemin Yoo, Junghun Kim, Hoyoung Yoon, Geonsoo Kim, Changwon Jang, and U Kang) #강유 교수팀

SCOPA: Soft Code-Switching and Pairwise Alignment for Zero-shot Cross-lingual Transfer (Dohyeon Lee, Jaeseong Lee, Gyewon Lee, Seung-Won Hwang, Byung-Gon Chun) #전병곤 교수팀

Counterfactual Generative Smoothing for Imbalanced Natural Language Classification (Hojae Han, Seungtaek Choi, Myeongho Jeong, Jin-woo Park, and Seung-won Hwang) #황승원 교수팀

Accurate Online Tensor Factorization for Temporal Tensor Streams with Missing Values (Dawon Ahn, Seyun Kim, and U Kang) #강유 교수팀

WindTunnel: Towards Differentiable ML Pipelines Beyond a Single Model (Gyeong-In Yu, Saeed Amizadeh, Sehoon Kim, Artidoro Pagnoni, Ce Zhang, Byung-Gon Chun, Markus Weimer, Matteo Interlandi) #전병곤 교수팀

Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory Caching (Yeonhong Park, Sunhong Min, and Jae W. Lee) #이재욱 교수팀

Accurate Multivariate Stock Movement Prediction via Data-Axis Transformer with Multi-Level Contexts (Jaemin Yoo, Yejun Soun, Yong-chan Park, and U Kang) #강유 교수팀

Fast and Memory-Efficient Tucker Decomposition for Answering Diverse Time Range Queries (Jun-Gi Jang and U Kang) #강유 교수팀

Fast and Accurate Partial Fourier Transform for Time Series Data (Yong-chan Park, Jun-Gi Jang, and U Kang) #강유 교수팀

Learning to Walk across Time for Interpretable Temporal Knowledge Graph Completion (Jaehun Jung, Jinhong Jung, and U Kang) #강유 교수팀