Hwanjo Yu

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 140

Top Venues

Publications

Seonghyeon Lee, Sanghwan Jang, Seongbo Jang, Dongha Lee, Hwanjo Yu
Exploring Language Model's Code Generation Ability with Auxiliary Functions. CoRR (2024)
Junyoung Hwang, Hyunjun Ju, SeongKu Kang, Sanghwan Jang, Hwanjo Yu
Multi-Domain Sequential Recommendation via Domain Space Learning. SIGIR (2024)
SeongKu Kang, Shivam Agarwal, Bowen Jin, Dongha Lee, Hwanjo Yu, Jiawei Han
Improving Retrieval in Theme-specific Applications using a Corpus Topical Taxonomy. WWW (2024)
Wonbin Kweon, SeongKu Kang, Sanghwan Jang, Hwanjo Yu
Top-Personalized-K Recommendation. WWW (2024)
Wonbin Kweon, Hwanjo Yu
Doubly Calibrated Estimator for Recommendation on Data Missing Not At Random. CoRR (2024)
Seongbo Jang, Seonghyeon Lee, Hwanjo Yu
KoDialogBench: Evaluating Conversational Understanding of Language Models with Korean Dialogue Benchmark. LREC/COLING (2024)
Gyuseok Lee, SeongKu Kang, Wonbin Kweon, Hwanjo Yu
Continual Collaborative Distillation for Recommender System. KDD (2024)
SeongKu Kang, Shivam Agarwal, Bowen Jin, Dongha Lee, Hwanjo Yu, Jiawei Han
Improving Retrieval in Theme-specific Applications using a Corpus Topical Taxonomy. CoRR (2024)
Wonbin Kweon, SeongKu Kang, Sanghwan Jang, Hwanjo Yu
Top-Personalized-K Recommendation. CoRR (2024)
Wonbin Kweon, SeongKu Kang, Junyoung Hwang, Hwanjo Yu
Deep Rating Elicitation for New Users in Collaborative Filtering. CoRR (2024)
Joonwon Jang, Sanghwan Jang, Wonbin Kweon, Minjin Jeon, Hwanjo Yu
Rectifying Demonstration Shortcut in In-Context Learning. NAACL-HLT (2024)
Wonbin Kweon, Hwanjo Yu
Doubly Calibrated Estimator for Recommendation on Data Missing Not at Random. WWW (2024)
Suyeon Kim, Dongha Lee, SeongKu Kang, Sukang Chae, Sanghwan Jang, Hwanjo Yu
Learning Discriminative Dynamics with Label Corruption for Noisy Label Detection. CoRR (2024)
Hyunjun Ju, SeongKu Kang, Dongha Lee, Junyoung Hwang, Sanghwan Jang, Hwanjo Yu
Multi-Domain Recommendation to Attract Users via Domain Preference Modeling. CoRR (2024)
Joonwon Jang, Sanghwan Jang, Wonbin Kweon, Minjin Jeon, Hwanjo Yu
Rectifying Demonstration Shortcut in In-Context Learning. CoRR (2024)
Hyunjun Ju, SeongKu Kang, Dongha Lee, Junyoung Hwang, Sanghwan Jang, Hwanjo Yu
Multi-Domain Recommendation to Attract Users via Domain Preference Modeling. AAAI (2024)
Seongbo Jang, Seonghyeon Lee, Hwanjo Yu
KoDialogBench: Evaluating Conversational Understanding of Language Models with Korean Dialogue Benchmark. CoRR (2024)
Gyuseok Lee, SeongKu Kang, Wonbin Kweon, Hwanjo Yu
Continual Collaborative Distillation for Recommender System. CoRR (2024)
Jaehyun Lee, SeongKu Kang, Hwanjo Yu
Improving Matrix Completion by Exploiting Rating Ordinality in Graph Neural Networks. CoRR (2024)
Junsu Cho, Dongmin Hyun, Dong won Lim, Hyeon jae Cheon, Hyoung-iel Park, Hwanjo Yu
Dynamic Multi-Behavior Sequence Modeling for Next Item Recommendation. AAAI (2023)
SeongKu Kang, Wonbin Kweon, Dongha Lee, Jianxun Lian, Xing Xie, Hwanjo Yu
Distillation from Heterogeneous Models for Top-K Recommendation. CoRR (2023)
SeongKu Kang, Wonbin Kweon, Dongha Lee, Jianxun Lian, Xing Xie, Hwanjo Yu
Distillation from Heterogeneous Models for Top-K Recommendation. WWW (2023)
Su Kim, Dongha Lee, SeongKu Kang, Seonghyeon Lee, Hwanjo Yu
Learning Topology-Specific Experts for Molecular Property Prediction. CoRR (2023)
Junsu Cho, Dongmin Hyun, Dong won Lim, Hyeon jae Cheon, Hyoung-iel Park, Hwanjo Yu
Dynamic Multi-Behavior Sequence Modeling for Next Item Recommendation. CoRR (2023)
Suyeon Kim, Dongha Lee, SeongKu Kang, Seonghyeon Lee, Hwanjo Yu
Learning Topology-Specific Experts for Molecular Property Prediction. AAAI (2023)
Dongha Lee, Jiaming Shen, Seongku Kang, Susik Yoon, Jiawei Han, Hwanjo Yu
TaxoCom: Topic Taxonomy Completion with Hierarchical Discovery of Novel Topic Clusters. WWW (2022)
Dongha Lee, Jiaming Shen, Seonghyeon Lee, Susik Yoon, Hwanjo Yu, Jiawei Han
Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation. EMNLP (Findings) (2022)
SeongKu Kang, Dongha Lee, Wonbin Kweon, Junyoung Hwang, Hwanjo Yu
Consensus Learning from Heterogeneous Objectives for One-Class Collaborative Filtering. CoRR (2022)
Wonbin Kweon, SeongKu Kang, Hwanjo Yu
Obtaining Calibrated Probabilities with Personalized Ranking Models. AAAI (2022)
Dongmin Hyun, Xiting Wang, Chanyoung Park, Xing Xie, Hwanjo Yu
Generating Multiple-Length Summaries via Reinforcement Learning for Unsupervised Sentence Summarization. EMNLP (Findings) (2022)
SeongKu Kang, Dongha Lee, Wonbin Kweon, Hwanjo Yu
Personalized Knowledge Distillation for Recommender System. Knowl. Based Syst. 239 (2022)
Seonghyeon Lee, Dongha Lee, Seongbo Jang, Hwanjo Yu
Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence Learning. ACL (1) (2022)
Dongmin Hyun, Chanyoung Park, Junsu Cho, Hwanjo Yu
Beyond Learning from Next Item: Sequential Recommendation via Personalized Interest Sustainability. CIKM (2022)
Dongmin Hyun, Chanyoung Park, Junsu Cho, Hwanjo Yu
Beyond Learning from Next Item: Sequential Recommendation via Personalized Interest Sustainability. CoRR (2022)
Dongmin Hyun, Xiting Wang, Chanyoung Park, Xing Xie, Hwanjo Yu
Generating Multiple-Length Summaries via Reinforcement Learning for Unsupervised Sentence Summarization. CoRR (2022)
Dongha Lee, Jiaming Shen, SeongKu Kang, Susik Yoon, Jiawei Han, Hwanjo Yu
TaxoCom: Topic Taxonomy Completion with Hierarchical Discovery of Novel Topic Clusters. CoRR (2022)
Dongha Lee, Jiaming Shen, Seonghyeon Lee, Susik Yoon, Hwanjo Yu, Jiawei Han
Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation. CoRR (2022)
Seongku Kang, Dongha Lee, Wonbin Kweon, Junyoung Hwang, Hwanjo Yu
Consensus Learning from Heterogeneous Objectives for One-Class Collaborative Filtering. WWW (2022)
Seonghyeon Lee, Dongha Lee, Seongbo Jang, Hwanjo Yu
Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence Learning. CoRR (2022)
Hyunjun Ju, Dongha Lee, SeongKu Kang, Hwanjo Yu
Mitigating viewpoint sensitivity of self-supervised one-class classifiers. Inf. Sci. 611 (2022)
Jaehyung Lee, Kisun Han, Hwanjo Yu
A Light Bug Triage Framework for Applying Large Pre-trained Language Model. ASE (2022)
Wonbin Kweon, SeongKu Kang, Hwanjo Yu
Obtaining Calibrated Probabilities with Personalized Ranking Models. CoRR (2021)
SeongKu Kang, Junyoung Hwang, Wonbin Kweon, Hwanjo Yu
Topology Distillation for Recommender System. CoRR (2021)
Dongha Lee, Sehun Yu, Hwanjo Yu
Multi-Class Data Description for Out-of-distribution Detection. CoRR (2021)
Wonbin Kweon, SeongKu Kang, Hwanjo Yu
Bidirectional Distillation for Top-K Recommender System. WWW (2021)
Dongha Lee, Dongmin Hyun, Jiawei Han, Hwanjo Yu
Out-of-Category Document Identification Using Target-Category Names as Weak Supervision. CoRR (2021)
Dongha Lee, SeongKu Kang, Hyunjun Ju, Chanyoung Park, Hwanjo Yu
Bootstrapping User and Item Representations for One-Class Collaborative Filtering. CoRR (2021)
Dongha Lee, SeongKu Kang, Hyunjun Ju, Chanyoung Park, Hwanjo Yu
Bootstrapping User and Item Representations for One-Class Collaborative Filtering. SIGIR (2021)
SeongKu Kang, Junyoung Hwang, Wonbin Kweon, Hwanjo Yu
Item-side ranking regularized distillation for recommender system. Inf. Sci. 580 (2021)
Wonbin Kweon, SeongKu Kang, Hwanjo Yu
Bidirectional Distillation for Top-K Recommender System. CoRR (2021)
Dongha Lee, Sehun Yu, Hyunjun Ju, Hwanjo Yu
Weakly Supervised Temporal Anomaly Segmentation with Dynamic Time Warping. ICCV (2021)
Dongha Lee, Seonghyeon Lee, Hwanjo Yu
Learnable Dynamic Temporal Pooling for Time Series Classification. CoRR (2021)
Dongha Lee, Su Kim, Seonghyeon Lee, Chanyoung Park, Hwanjo Yu
Learnable Structural Semantic Readout for Graph Classification. CoRR (2021)
Dongha Lee, Seonghyeon Lee, Hwanjo Yu
Learnable Dynamic Temporal Pooling for Time Series Classification. AAAI (2021)
Junsu Cho, SeongKu Kang, Dongmin Hyun, Hwanjo Yu
Unsupervised Proxy Selection for Session-based Recommender Systems. CoRR (2021)
Junsu Cho, Dongmin Hyun, SeongKu Kang, Hwanjo Yu
Learning Heterogeneous Temporal Patterns of User Preference for Timely Recommendation. CoRR (2021)
Dongha Lee, Dongmin Hyun, Jiawei Han, Hwanjo Yu
Out-of-Category Document Identification Using Target-Category Names as Weak Supervision. ICDM (2021)
Dongha Lee, Su Kim, Seonghyeon Lee, Chanyoung Park, Hwanjo Yu
Learnable Structural Semantic Readout for Graph Classification. ICDM (2021)
Seonghyeon Lee, Dongha Lee, Hwanjo Yu
OoMMix: Out-of-manifold Regularization in Contextual Embedding Space for Text Classification. ACL/IJCNLP (1) (2021)
Junsu Cho, SeongKu Kang, Dongmin Hyun, Hwanjo Yu
Unsupervised Proxy Selection for Session-based Recommender Systems. SIGIR (2021)
Junsu Cho, Dongmin Hyun, SeongKu Kang, Hwanjo Yu
Learning Heterogeneous Temporal Patterns of User Preference for Timely Recommendation. WWW (2021)
SeongKu Kang, Junyoung Hwang, Wonbin Kweon, Hwanjo Yu
Topology Distillation for Recommender System. KDD (2021)
Dongha Lee, Sehun Yu, Hyunjun Ju, Hwanjo Yu
Weakly Supervised Temporal Anomaly Segmentation with Dynamic Time Warping. CoRR (2021)
Seonghyeon Lee, Dongha Lee, Hwanjo Yu
Out-of-Manifold Regularization in Contextual Embedding Space for Text Classification. CoRR (2021)
Dongmin Hyun, Chanyoung Park, Junsu Cho, Hwanjo Yu
Learning to utilize auxiliary reviews for recommendation. Inf. Sci. 545 (2021)
Dongha Lee, Jinoh Oh, Hwanjo Yu
OCam: Out-of-core coordinate descent algorithm for matrix completion. Inf. Sci. 514 (2020)
Dongmin Hyun, Junsu Cho, Hwanjo Yu
Building Large-Scale English and Korean Datasets for Aspect-Level Sentiment Analysis in Automotive Domain. COLING (2020)
Chanyoung Park, Donghyun Kim, Min-Chul Yang, Jung-Tae Lee, Hwanjo Yu
Click-aware purchase prediction with push at the top. Inf. Sci. 521 (2020)
Dongha Lee, Hwanjo Yu, Xiaoqian Jiang, Deevakar Rogith, Meghana Gudala, Mubeen Tejani, Qiuchen Zhang, Li Xiong
Generating sequential electronic health records using dual adversarial autoencoder. J. Am. Medical Informatics Assoc. 27 (9) (2020)
Hyunjun Ju, Dongha Lee, Junyoung Hwang, Junghyun Namkung, Hwanjo Yu
PUMAD: PU Metric learning for anomaly detection. Inf. Sci. 523 (2020)
Seongbo Jang, Ye-Eun Jang, Young-Jin Kim, Hwanjo Yu
-nearest neighbor approach. Inf. Sci. 519 (2020)
SeongKu Kang, Junyoung Hwang, Wonbin Kweon, Hwanjo Yu
DE-RRD: A Knowledge Distillation Framework for Recommender System. CIKM (2020)
Wonbin Kweon, SeongKu Kang, Junyoung Hwang, Hwanjo Yu
Deep Rating Elicitation for New Users in Collaborative Filtering. WWW (2020)
Beomjo Shin, Junsu Cho, Hwanjo Yu, Seungjin Choi
Sparse Network Inversion for Key Instance Detection in Multiple Instance Learning. ICPR (2020)
Chanyoung Park, Jiawei Han, Hwanjo Yu
Deep multiplex graph infomax: Attentive multiplex network embedding using global information. Knowl. Based Syst. 197 (2020)
Beomjo Shin, Junsu Cho, Hwanjo Yu, Seungjin Choi
Sparse Network Inversion for Key Instance Detection in Multiple Instance Learning. CoRR (2020)
Chanyoung Park, Carl Yang, Qi Zhu, Donghyun Kim, Hwanjo Yu, Jiawei Han
Unsupervised Differentiable Multi-aspect Network Embedding. CoRR (2020)
Byungju Kim, Dongha Lee, Jinoh Oh, Hwanjo Yu
Scalable disk-based topic modeling for memory limited devices. Inf. Sci. 516 (2020)
SeongKu Kang, Junyoung Hwang, Hwanjo Yu
Multi-Modal Component Embedding for Fake News Detection. IMCOM (2020)
Dongmin Hyun, Junsu Cho, Chanyoung Park, Hwanjo Yu
Interest Sustainability-Aware Recommender System. ICDM (2020)
Dongha Lee, Sehun Yu, Hwanjo Yu
Multi-Class Data Description for Out-of-distribution Detection. KDD (2020)
Sehun Yu, Dongha Lee, Hwanjo Yu
Convolutional Neural Networks with Compression Complexity Pooling for Out-of-Distribution Image Detection. IJCAI (2020)
Dongha Lee, Xiaoqian Jiang, Hwanjo Yu
Harmonized representation learning on dynamic EHR graphs. J. Biomed. Informatics 106 (2020)
SeongKu Kang, Junyoung Hwang, Wonbin Kweon, Hwanjo Yu
DE-RRD: A Knowledge Distillation Framework for Recommender System. CoRR (2020)
Jiyuan Zhang, Jinoh Oh, Kijung Shin, Evangelos E. Papalexakis, Christos Faloutsos, Hwanjo Yu
Fast and memory-efficient algorithms for high-order Tucker decomposition. Knowl. Inf. Syst. 62 (7) (2020)
Chanyoung Park, Donghyun Kim, Jiawei Han, Hwanjo Yu
Unsupervised Attributed Multiplex Network Embedding. AAAI (2020)
Chanyoung Park, Carl Yang, Qi Zhu, Donghyun Kim, Hwanjo Yu, Jiawei Han
Unsupervised Differentiable Multi-aspect Network Embedding. KDD (2020)
Seonghyeon Lee, Chanyoung Park, Hwanjo Yu
BHIN2vec: Balancing the Type of Relation in Heterogeneous Information Network. CoRR (2019)
Seonghyeon Lee, Chanyoung Park, Hwanjo Yu
BHIN2vec: Balancing the Type of Relation in Heterogeneous Information Network. CIKM (2019)
Yejin Kim, Kwangseob Kim, Chanyoung Park, Hwanjo Yu
Sequential and Diverse Recommendation with Long Tail. IJCAI (2019)
Sangjun Koo, Hwanjo Yu, Gary Geunbae Lee
Adversarial approach to domain adaptation for reinforcement learning on dialog systems. Pattern Recognit. Lett. 128 (2019)
SeongKu Kang, Junyoung Hwang, Dongha Lee, Hwanjo Yu
Semi-Supervised Learning for Cross-Domain Recommendation to Cold-Start Users. CIKM (2019)
Dongha Lee, Chanyoung Park, Hyunjun Ju, Junyoung Hwang, Hwanjo Yu
Action Space Learning for Heterogeneous User Behavior Prediction. IJCAI (2019)
Chanyoung Park, Donghyun Kim, Xing Xie, Hwanjo Yu
Collaborative Translational Metric Learning. CoRR (2019)
Chanyoung Park, Donghyun Kim, Qi Zhu, Jiawei Han, Hwanjo Yu
Task-Guided Pair Embedding in Heterogeneous Network. CoRR (2019)
Chanyoung Park, Donghyun Kim, Jiawei Han, Hwanjo Yu
Unsupervised Attributed Multiplex Network Embedding. CoRR (2019)
Chanyoung Park, Donghyun Kim, Hwanjo Yu
An encoder-decoder switch network for purchase prediction. Knowl. Based Syst. 185 (2019)
Chanyoung Park, Donghyun Kim, Qi Zhu, Jiawei Han, Hwanjo Yu
Task-Guided Pair Embedding in Heterogeneous Network. CIKM (2019)
Dongmin Hyun, Chanyoung Park, Min-Chul Yang, Ilhyeon Song, Jung-Tae Lee, Hwanjo Yu
Target-aware convolutional neural network for target-level sentiment analysis. Inf. Sci. 491 (2019)
Hyunjun Ju, Hwanjo Yu
Sentiment Classification with Convolutional Neural Network using Multiple Word Representations. IMCOM (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hwanjo Yu