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ORCIDDongha Lee 0003
Person information
- affiliation: Yonsei University, Korea
Other persons with the same name
- Dongha Lee (aka: Dong-Ha Lee, Dong Ha Lee) — disambiguation page
- Dongha Lee 0001
![[0000-0002-6934-1247]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-6934-1247")
(aka: Dong-Ha Lee 0001, Dong Ha Lee 0001) — Kangwon National University, Department of Civil Engineering, Chuncheon, South Korea (and 1 more) - Dongha Lee 0002 (aka: Dong-Ha Lee 0002, Dong Ha Lee 0002) — University of Coimbra, Faculty of Psychology and Education Sciences, Portugal (and 1 more)
- Dongha Lee 0004 — Samsung Electronics, Hwaseong, Korea
- Dongha Lee 0005 — Munich, Germany
- Dongha Lee 0006 — Daegu Gyeongbuk Institute of Science and Technology, Daegu, Korea
- Dongha Lee 0007 — Sungkyunkwan University, Korea
- Dongha Lee 0008 — SK hynix, Icheon, Korea
- Dongha Lee 0009 — Production System R&D Group, Daewoo Shipbuilding and Marine Engineering, Gyeongsangnam-do, Korea
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2020 – today
- 2025
[c44]Hyungjoo Chae, Namyoung Kim, Kai Tzu-iunn Ong, Minju Gwak, Gwanwoo Song, Jihoon Kim, Sunghwan Kim, Dongha Lee, Jinyoung Yeo:
Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation. ICLR 2025- [c43]Soojin Yoon, Sungho Ko, Tongyoung Kim, SeongKu Kang, Jinyoung Yeo, Dongha Lee:
Unsupervised Robust Cross-Lingual Entity Alignment via Neighbor Triple Matching with Entity and Relation Texts. WSDM 2025: 184-193 - [c42]SeongKu Kang, Bowen Jin, Wonbin Kweon, Yu Zhang, Dongha Lee, Jiawei Han, Hwanjo Yu:
Improving Scientific Document Retrieval with Concept Coverage-based Query Set Generation. WSDM 2025: 895-904 - [i54]SeongKu Kang, Bowen Jin, Wonbin Kweon, Yu Zhang, Dongha Lee, Jiawei Han, Hwanjo Yu:
Improving Scientific Document Retrieval with Concept Coverage-based Query Set Generation. CoRR abs/2502.11181 (2025) - [i53]Kwangwook Seo, Donguk Kwon, Dongha Lee:
MT-RAIG: Novel Benchmark and Evaluation Framework for Retrieval-Augmented Insight Generation over Multiple Tables. CoRR abs/2502.11735 (2025) - [i52]Seonghyeon Lee, Heejae Chon, Joonwon Jang, Dongha Lee, Hwanjo Yu:
How Diversely Can Language Models Solve Problems? Exploring the Algorithmic Diversity of Model-Generated Code. CoRR abs/2503.00691 (2025) - [i51]Sangam Lee, Ryang Heo, SeongKu Kang, Dongha Lee:
Imagine All The Relevance: Scenario-Profiled Indexing with Knowledge Expansion for Dense Retrieval. CoRR abs/2503.23033 (2025) - 2024
- [c41]Hyunjun Ju, SeongKu Kang, Dongha Lee, Junyoung Hwang, Sanghwan Jang, Hwanjo Yu:
Multi-Domain Recommendation to Attract Users via Domain Preference Modeling. AAAI 2024: 8582-8590 - [c40]Taeyoon Kwon, Kai Tzu-iunn Ong, Dongjin Kang, Seungjun Moon, Jeong Ryong Lee, Dosik Hwang, Beomseok Sohn, Yongsik Sim, Dongha Lee, Jinyoung Yeo:
Large Language Models Are Clinical Reasoners: Reasoning-Aware Diagnosis Framework with Prompt-Generated Rationales. AAAI 2024: 18417-18425 - [c39]Minjin Kim, Minju Kim, Hana Kim, Beong-woo Kwak, SeongKu Kang, Youngjae Yu, Jinyoung Yeo, Dongha Lee:
Pearl: A Review-driven Persona-Knowledge Grounded Conversational Recommendation Dataset. ACL (Findings) 2024: 1105-1120 - [c38]Seoyeon Kim, Kwangwook Seo, Hyungjoo Chae, Jinyoung Yeo, Dongha Lee:
VerifiNER: Verification-augmented NER via Knowledge-grounded Reasoning with Large Language Models. ACL (1) 2024: 2441-2461 - [c37]Jieyong Kim, Ryang Heo, Yongsik Seo, SeongKu Kang, Jinyoung Yeo, Dongha Lee:
Self-Consistent Reasoning-based Aspect-Sentiment Quad Prediction with Extract-Then-Assign Strategy. ACL (Findings) 2024: 7295-7303 - [c36]Dongjin Kang, Sunghwan Kim, Taeyoon Kwon, Seungjun Moon, Hyunsouk Cho, Youngjae Yu, Dongha Lee, Jinyoung Yeo:
Can Large Language Models be Good Emotional Supporter? Mitigating Preference Bias on Emotional Support Conversation. ACL (1) 2024: 15232-15261 - [c35]Suyeon Kim, Dongha Lee, SeongKu Kang, Sukang Chae, Sanghwan Jang, Hwanjo Yu:
Learning Discriminative Dynamics with Label Corruption for Noisy Label Detection. CVPR 2024: 22477-22487 - [c34]Hana Kim, Kai Tzu-iunn Ong, Seoyeon Kim, Dongha Lee, Jinyoung Yeo:
Commonsense-augmented Memory Construction and Management in Long-term Conversations via Context-aware Persona Refinement. EACL (2) 2024: 104-123 - [c33]Yongho Song, Dahyun Lee, Myungha Jang, Seung-won Hwang, Kyungjae Lee, Dongha Lee, Jinyoung Yeo:
Evidentiality-aware Retrieval for Overcoming Abstractiveness in Open-Domain Question Answering. EACL (Findings) 2024: 1930-1943 - [c32]Seonghyeon Lee, Suyeon Kim, Joonwon Jang, Heejae Chon, Dongha Lee, Hwanjo Yu:
Eliciting Instruction-tuned Code Language Models' Capabilities to Utilize Auxiliary Function for Code Generation. EMNLP (Findings) 2024: 1840-1846 - [c31]SeongKu Kang, Yunyi Zhang, Pengcheng Jiang, Dongha Lee, Jiawei Han, Hwanjo Yu:
Taxonomy-guided Semantic Indexing for Academic Paper Search. EMNLP 2024: 7169-7184 - [c30]Sungho Ko, Hyunjin Cho, Hyungjoo Chae, Jinyoung Yeo, Dongha Lee:
Evidence-Focused Fact Summarization for Knowledge-Augmented Zero-Shot Question Answering. EMNLP 2024: 10636-10651 - [c29]Yongsik Seo, Sungwon Song, Ryang Heo, Jieyong Kim, Dongha Lee:
Make Compound Sentences Simple to Analyze: Learning to Split Sentences for Aspect-based Sentiment Analysis. EMNLP (Findings) 2024: 11171-11184 - [c28]Kwangwook Seo, Jinyoung Yeo, Dongha Lee:
Unveiling Implicit Table Knowledge with Question-Then-Pinpoint Reasoner for Insightful Table Summarization. EMNLP (Findings) 2024: 12337-12362 - [c27]Suyeon Lee, Sunghwan Kim, Minju Kim, Dongjin Kang, Dongil Yang, Harim Kim, Minseok Kang, Dayi Jung, Min Hee Kim, Seungbeen Lee, Kyoung-Mee Chung, Youngjae Yu, Dongha Lee, Jinyoung Yeo:
Cactus: Towards Psychological Counseling Conversations using Cognitive Behavioral Theory. EMNLP (Findings) 2024: 14245-14274 - [c26]Seonglae Cho, Myungha Jang, Jinyoung Yeo, Dongha Lee:
RTSUM: Relation Triple-based Interpretable Summarization with Multi-level Salience Visualization. NAACL (Demonstrations) 2024: 53-60 - [c25]Seonghyeon Lee, Sanghwan Jang, Seongbo Jang, Dongha Lee, Hwanjo Yu:
Exploring Language Model's Code Generation Ability with Auxiliary Functions. NAACL-HLT (Findings) 2024: 2836-2848 - [c24]Yeongbin Seo, Dongha Lee, Jinyoung Yeo:
Train-Attention: Meta-Learning Where to Focus in Continual Knowledge Learning. NeurIPS 2024 - [c23]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: 1497-1508 - [i50]Hana Kim, Kai Tzu-iunn Ong, Seoyeon Kim, Dongha Lee, Jinyoung Yeo:
Commonsense-augmented Memory Construction and Management in Long-term Conversations via Context-aware Persona Refinement. CoRR abs/2401.14215 (2024) - [i49]Dongjin Kang, Sunghwan Kim, Taeyoon Kwon, Seungjun Moon, Hyunsouk Cho, Youngjae Yu, Dongha Lee, Jinyoung Yeo:
Can Large Language Models be Good Emotional Supporter? Mitigating Preference Bias on Emotional Support Conversation. CoRR abs/2402.13211 (2024) - [i48]Suyeon Lee, Jieun Kang, Harim Kim, Kyoung-Mee Chung, Dongha Lee, Jinyoung Yeo:
COCOA: CBT-based Conversational Counseling Agent using Memory Specialized in Cognitive Distortions and Dynamic Prompt. CoRR abs/2402.17546 (2024) - [i47]Seoyeon Kim, Kwangwook Seo, Hyungjoo Chae, Jinyoung Yeo, Dongha Lee:
VerifiNER: Verification-augmented NER via Knowledge-grounded Reasoning with Large Language Models. CoRR abs/2402.18374 (2024) - [i46]Jieyong Kim, Ryang Heo, Yongsik Seo, SeongKu Kang, Jinyoung Yeo, Dongha Lee:
Self-Consistent Reasoning-based Aspect-Sentiment Quad Prediction with Extract-Then-Assign Strategy. CoRR abs/2403.00354 (2024) - [i45]Sungho Ko, Hyunjin Cho, Hyungjoo Chae, Jinyoung Yeo, Dongha Lee:
Evidence-Focused Fact Summarization for Knowledge-Augmented Zero-Shot Question Answering. CoRR abs/2403.02966 (2024) - [i44]SeongKu Kang, Shivam Agarwal, Bowen Jin, Dongha Lee, Hwanjo Yu, Jiawei Han:
Improving Retrieval in Theme-specific Applications using a Corpus Topical Taxonomy. CoRR abs/2403.04160 (2024) - [i43]Minjin Kim, Minju Kim, Hana Kim, Beong-woo Kwak, Soyeon Chun, Hyunseo Kim, SeongKu Kang, Youngjae Yu, Jinyoung Yeo, Dongha Lee:
Pearl: A Review-driven Persona-Knowledge Grounded Conversational Recommendation Dataset. CoRR abs/2403.04460 (2024) - [i42]Seo Hyun Kim, Keummin Ka, Yohan Jo, Seung-won Hwang, Dongha Lee, Jinyoung Yeo:
Ever-Evolving Memory by Blending and Refining the Past. CoRR abs/2403.04787 (2024) - [i41]Seonghyeon Lee, Sanghwan Jang, Seongbo Jang, Dongha Lee, Hwanjo Yu:
Exploring Language Model's Code Generation Ability with Auxiliary Functions. CoRR abs/2403.10575 (2024) - [i40]Hyunjun Ju, SeongKu Kang, Dongha Lee, Junyoung Hwang, Sanghwan Jang, Hwanjo Yu:
Multi-Domain Recommendation to Attract Users via Domain Preference Modeling. CoRR abs/2403.17374 (2024) - [i39]Suyeon Kim, Dongha Lee, SeongKu Kang, Sukang Chae, Sanghwan Jang, Hwanjo Yu:
Learning Discriminative Dynamics with Label Corruption for Noisy Label Detection. CoRR abs/2405.19902 (2024) - [i38]Seo Hyun Kim, Kai Tzu-iunn Ong, Taeyoon Kwon, Namyoung Kim, Keummin Ka, Seonghyeon Bae, Yohan Jo, Seung-won Hwang, Dongha Lee, Jinyoung Yeo:
THEANINE: Revisiting Memory Management in Long-term Conversations with Timeline-augmented Response Generation. CoRR abs/2406.10996 (2024) - [i37]Kwangwook Seo, Jinyoung Yeo, Dongha Lee:
Unveiling Implicit Table Knowledge with Question-Then-Pinpoint Reasoner for Insightful Table Summarization. CoRR abs/2406.12269 (2024) - [i36]Seungbeen Lee, Seungwon Lim, Seungju Han, Giyeong Oh, Hyungjoo Chae, Jiwan Chung, Minju Kim, Beong-woo Kwak, Yeonsoo Lee, Dongha Lee, Jinyoung Yeo, Youngjae Yu:
Do LLMs Have Distinct and Consistent Personality? TRAIT: Personality Testset designed for LLMs with Psychometrics. CoRR abs/2406.14703 (2024) - [i35]Suyeon Lee, Sunghwan Kim, Minju Kim, Dongjin Kang, Dongil Yang, Harim Kim, Minseok Kang, Dayi Jung, Min Hee Kim, Seungbeen Lee, Kyoung-Mee Chung, Youngjae Yu, Dongha Lee, Jinyoung Yeo:
Cactus: Towards Psychological Counseling Conversations using Cognitive Behavioral Theory. CoRR abs/2407.03103 (2024) - [i34]Jeongeun Lee, Seongku Kang, Won-Yong Shin, Jeongwhan Choi, Noseong Park, Dongha Lee:
Graph Signal Processing for Cross-Domain Recommendation. CoRR abs/2407.12374 (2024) - [i33]Soojin Yoon, Sungho Ko, Tongyoung Kim, SeongKu Kang, Jinyoung Yeo, Dongha Lee:
Unsupervised Robust Cross-Lingual Entity Alignment via Joint Modeling of Entity and Relation Texts. CoRR abs/2407.15588 (2024) - [i32]Yeongbin Seo, Dongha Lee, Jinyoung Yeo:
Train-Attention: Meta-Learning Where to Focus in Continual Knowledge Learning. CoRR abs/2407.16920 (2024) - [i31]Jieyong Kim, Hyunseo Kim, Hyunjin Cho, SeongKu Kang, Buru Chang, Jinyoung Yeo, Dongha Lee:
Review-driven Personalized Preference Reasoning with Large Language Models for Recommendation. CoRR abs/2408.06276 (2024) - [i30]Tongyoung Kim, Soojin Yoon, Seongku Kang, Jinyoung Yeo, Dongha Lee:
SC-Rec: Enhancing Generative Retrieval with Self-Consistent Reranking for Sequential Recommendation. CoRR abs/2408.08686 (2024) - [i29]Heejae Chon, Seonghyeon Lee, Jinyoung Yeo, Dongha Lee:
Is Functional Correctness Enough to Evaluate Code Language Models? Exploring Diversity of Generated Codes. CoRR abs/2408.14504 (2024) - [i28]Dongil Yang, Suyeon Lee, Minjin Kim, Jungsoo Won, Namyoung Kim, Dongha Lee, Jinyoung Yeo:
YA-TA: Towards Personalized Question-Answering Teaching Assistants using Instructor-Student Dual Retrieval-augmented Knowledge Fusion. CoRR abs/2409.00355 (2024) - [i27]Seonghyeon Lee, Suyeon Kim, Joonwon Jang, Heejae Chon, Dongha Lee, Hwanjo Yu:
Eliciting Instruction-tuned Code Language Models' Capabilities to Utilize Auxiliary Function for Code Generation. CoRR abs/2409.13928 (2024) - [i26]Sunghwan Kim, Dongjin Kang, Taeyoon Kwon, Hyungjoo Chae, Jungsoo Won, Dongha Lee, Jinyoung Yeo:
Evaluating Robustness of Reward Models for Mathematical Reasoning. CoRR abs/2410.01729 (2024) - [i25]Yongsik Seo, Sungwon Song, Ryang Heo, Jieyong Kim, Dongha Lee:
Make Compound Sentences Simple to Analyze: Learning to Split Sentences for Aspect-based Sentiment Analysis. CoRR abs/2410.02297 (2024) - [i24]Hyungjoo Chae, Namyoung Kim, Kai Tzu-iunn Ong, Minju Gwak, Gwanwoo Song, Jihoon Kim, Sunghwan Kim, Dongha Lee, Jinyoung Yeo:
Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation. CoRR abs/2410.13232 (2024) - [i23]Seoyeon Kim, Huiseo Kim, Chanjun Park, Jinyoung Yeo, Dongha Lee:
Can Code-Switched Texts Activate a Knowledge Switch in LLMs? A Case Study on English-Korean Code-Switching. CoRR abs/2410.18436 (2024) - [i22]SeongKu Kang, Yunyi Zhang, Pengcheng Jiang, Dongha Lee, Jiawei Han, Hwanjo Yu:
Taxonomy-guided Semantic Indexing for Academic Paper Search. CoRR abs/2410.19218 (2024) - [i21]Sangam Lee, Ryang Heo, SeongKu Kang, Susik Yoon, Jinyoung Yeo, Dongha Lee:
Why These Documents? Explainable Generative Retrieval with Hierarchical Category Paths. CoRR abs/2411.05572 (2024) - [i20]Sunghwan Kim, Tongyoung Kim, Kwangwook Seo, Jinyoung Yeo, Dongha Lee:
Stop Playing the Guessing Game! Target-free User Simulation for Evaluating Conversational Recommender Systems. CoRR abs/2411.16160 (2024) - 2023
- [c22]Suyeon Kim, Dongha Lee, SeongKu Kang, Seonghyeon Lee, Hwanjo Yu:
Learning Topology-Specific Experts for Molecular Property Prediction. AAAI 2023: 8291-8299 - [c21]Hyungjoo Chae, Yongho Song, Kai Tzu-iunn Ong, Taeyoon Kwon, Minjin Kim, Youngjae Yu, Dongha Lee, Dongyeop Kang, Jinyoung Yeo:
Dialogue Chain-of-Thought Distillation for Commonsense-aware Conversational Agents. EMNLP 2023: 5606-5632 - [c20]Susik Yoon, Dongha Lee, Yunyi Zhang, Jiawei Han:
Unsupervised Story Discovery from Continuous News Streams via Scalable Thematic Embedding. SIGIR 2023: 802-811 - [c19]SeongKu Kang, Wonbin Kweon, Dongha Lee, Jianxun Lian, Xing Xie, Hwanjo Yu:
Distillation from Heterogeneous Models for Top-K Recommendation. WWW 2023: 801-811 - [c18]Susik Yoon, Yu Meng, Dongha Lee, Jiawei Han:
SCStory: Self-supervised and Continual Online Story Discovery. WWW 2023: 1853-1864 - [i19]Su Kim, Dongha Lee, SeongKu Kang, Seonghyeon Lee, Hwanjo Yu:
Learning Topology-Specific Experts for Molecular Property Prediction. CoRR abs/2302.13693 (2023) - [i18]SeongKu Kang, Wonbin Kweon, Dongha Lee, Jianxun Lian, Xing Xie, Hwanjo Yu:
Distillation from Heterogeneous Models for Top-K Recommendation. CoRR abs/2303.01130 (2023) - [i17]Susik Yoon, Dongha Lee, Yunyi Zhang, Jiawei Han:
Unsupervised Story Discovery from Continuous News Streams via Scalable Thematic Embedding. CoRR abs/2304.04099 (2023) - [i16]Hyungjoo Chae, Yongho Song, Kai Tzu-iunn Ong, Taeyoon Kwon, Minjin Kim, Youngjae Yu, Dongha Lee, Dongyeop Kang, Jinyoung Yeo:
Dialogue Chain-of-Thought Distillation for Commonsense-aware Conversational Agents. CoRR abs/2310.09343 (2023) - [i15]Seonglae Cho, Yonggi Cho, HoonJae Lee, Myungha Jang, Jinyoung Yeo, Dongha Lee:
RTSUM: Relation Triple-based Interpretable Summarization with Multi-level Salience Visualization. CoRR abs/2310.13895 (2023) - [i14]Susik Yoon, Yu Meng, Dongha Lee, Jiawei Han:
SCStory: Self-supervised and Continual Online Story Discovery. CoRR abs/2312.03725 (2023) - [i13]Taeyoon Kwon, Kai Tzu-iunn Ong, Dongjin Kang, Seungjun Moon, Jeong Ryong Lee, Dosik Hwang, Yongsik Sim, Beomseok Sohn, Dongha Lee, Jinyoung Yeo:
Large Language Models are Clinical Reasoners: Reasoning-Aware Diagnosis Framework with Prompt-Generated Rationales. CoRR abs/2312.07399 (2023) - [i12]Jeongwhan Choi, Hyowon Wi, Chaejeong Lee, Sung-Bae Cho, Dongha Lee, Noseong Park:
RDGCL: Reaction-Diffusion Graph Contrastive Learning for Recommendation. CoRR abs/2312.16563 (2023) - 2022
- [j8]Hyunjun Ju, Dongha Lee, SeongKu Kang, Hwanjo Yu:
Mitigating viewpoint sensitivity of self-supervised one-class classifiers. Inf. Sci. 611: 225-242 (2022) - [j7]SeongKu Kang, Dongha Lee, Wonbin Kweon, Hwanjo Yu:
Personalized Knowledge Distillation for Recommender System. Knowl. Based Syst. 239: 107958 (2022) - [c17]Seonghyeon Lee, Dongha Lee, Seongbo Jang, Hwanjo Yu:
Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence Learning. ACL (1) 2022: 5969-5979 - [c16]Dongha Lee, Jiaming Shen, Seonghyeon Lee, Susik Yoon, Hwanjo Yu, Jiawei Han:
Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation. EMNLP (Findings) 2022: 1687-1700 - [c15]Seongku Kang, Dongha Lee, Wonbin Kweon, Junyoung Hwang, Hwanjo Yu:
Consensus Learning from Heterogeneous Objectives for One-Class Collaborative Filtering. WWW 2022: 1965-1976 - [c14]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: 2819-2829 - [i11]Dongha Lee, Jiaming Shen, SeongKu Kang, Susik Yoon, Jiawei Han, Hwanjo Yu:
TaxoCom: Topic Taxonomy Completion with Hierarchical Discovery of Novel Topic Clusters. CoRR abs/2201.06771 (2022) - [i10]SeongKu Kang, Dongha Lee, Wonbin Kweon, Junyoung Hwang, Hwanjo Yu:
Consensus Learning from Heterogeneous Objectives for One-Class Collaborative Filtering. CoRR abs/2202.13140 (2022) - [i9]Seonghyeon Lee, Dongha Lee, Seongbo Jang, Hwanjo Yu:
Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence Learning. CoRR abs/2202.13196 (2022) - [i8]Dongha Lee, Jiaming Shen, Seonghyeon Lee, Susik Yoon, Hwanjo Yu, Jiawei Han:
Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation. CoRR abs/2211.01981 (2022) - 2021
- [c13]Dongha Lee, Seonghyeon Lee, Hwanjo Yu:
Learnable Dynamic Temporal Pooling for Time Series Classification. AAAI 2021: 8288-8296 - [c12]Seonghyeon Lee, Dongha Lee, Hwanjo Yu:
OoMMix: Out-of-manifold Regularization in Contextual Embedding Space for Text Classification. ACL/IJCNLP (1) 2021: 590-599 - [c11]Dongha Lee, Sehun Yu, Hyunjun Ju, Hwanjo Yu:
Weakly Supervised Temporal Anomaly Segmentation with Dynamic Time Warping. ICCV 2021: 7335-7344 - [c10]Dongha Lee, Su Kim, Seonghyeon Lee, Chanyoung Park, Hwanjo Yu:
Learnable Structural Semantic Readout for Graph Classification. ICDM 2021: 1180-1185 - [c9]Dongha Lee, Dongmin Hyun, Jiawei Han, Hwanjo Yu:
Out-of-Category Document Identification Using Target-Category Names as Weak Supervision. ICDM 2021: 1186-1191 - [c8]Dongha Lee, SeongKu Kang, Hyunjun Ju, Chanyoung Park, Hwanjo Yu:
Bootstrapping User and Item Representations for One-Class Collaborative Filtering. SIGIR 2021: 1513-1522 - [i7]Dongha Lee, Sehun Yu, Hwanjo Yu:
Multi-Class Data Description for Out-of-distribution Detection. CoRR abs/2104.00941 (2021) - [i6]Dongha Lee, Seonghyeon Lee, Hwanjo Yu:
Learnable Dynamic Temporal Pooling for Time Series Classification. CoRR abs/2104.02577 (2021) - [i5]Dongha Lee, SeongKu Kang, Hyunjun Ju, Chanyoung Park, Hwanjo Yu:
Bootstrapping User and Item Representations for One-Class Collaborative Filtering. CoRR abs/2105.06323 (2021) - [i4]Seonghyeon Lee, Dongha Lee, Hwanjo Yu:
Out-of-Manifold Regularization in Contextual Embedding Space for Text Classification. CoRR abs/2105.06750 (2021) - [i3]Dongha Lee, Sehun Yu, Hyunjun Ju, Hwanjo Yu:
Weakly Supervised Temporal Anomaly Segmentation with Dynamic Time Warping. CoRR abs/2108.06816 (2021) - [i2]Dongha Lee, Su Kim, Seonghyeon Lee, Chanyoung Park, Hwanjo Yu:
Learnable Structural Semantic Readout for Graph Classification. CoRR abs/2111.11523 (2021) - [i1]Dongha Lee, Dongmin Hyun, Jiawei Han, Hwanjo Yu:
Out-of-Category Document Identification Using Target-Category Names as Weak Supervision. CoRR abs/2111.12796 (2021) - 2020
- [j6]Dongha Lee, Jinoh Oh, Hwanjo Yu:
OCam: Out-of-core coordinate descent algorithm for matrix completion. Inf. Sci. 514: 587-604 (2020) - [j5]Byungju Kim, Dongha Lee, Jinoh Oh, Hwanjo Yu:
Scalable disk-based topic modeling for memory limited devices. Inf. Sci. 516: 353-369 (2020) - [j4]Hyunjun Ju, Dongha Lee, Junyoung Hwang, Junghyun Namkung, Hwanjo Yu:
PUMAD: PU Metric learning for anomaly detection. Inf. Sci. 523: 167-183 (2020) - [j3]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): 1411-1419 (2020) - [j2]Dongha Lee, Xiaoqian Jiang, Hwanjo Yu:
Harmonized representation learning on dynamic EHR graphs. J. Biomed. Informatics 106: 103426 (2020) - [c7]Sehun Yu, Dongha Lee, Hwanjo Yu:
Convolutional Neural Networks with Compression Complexity Pooling for Out-of-Distribution Image Detection. IJCAI 2020: 2435-2441 - [c6]Dongha Lee, Sehun Yu, Hwanjo Yu:
Multi-Class Data Description for Out-of-distribution Detection. KDD 2020: 1362-1370
2010 – 2019
- 2019
- [c5]SeongKu Kang, Junyoung Hwang, Dongha Lee, Hwanjo Yu:
Semi-Supervised Learning for Cross-Domain Recommendation to Cold-Start Users. CIKM 2019: 1563-1572 - [c4]Dongha Lee, Chanyoung Park, Hyunjun Ju, Junyoung Hwang, Hwanjo Yu:
Action Space Learning for Heterogeneous User Behavior Prediction. IJCAI 2019: 2830-2836 - 2018
- [c3]Dongha Lee, Jinoh Oh, Christos Faloutsos, Byungju Kim, Hwanjo Yu:
Disk-based Matrix Completion for Memory Limited Devices. CIKM 2018: 1093-1102 - [c2]Dongha Lee, Jaehyung Lee, Hwanjo Yu:
Fast Tucker Factorization for Large-Scale Tensor Completion. ICDM 2018: 1098-1103 - [c1]Dongha Lee, Hyunjun Ju, Hwanjo Yu, Jung-Mi Park, Kye-Yoon Kim:
DualSentiNet: Dual Prediction of Word and Document Sentiments Using Shared Word Embedding. IMCOM 2018: 34:1-34:9 - 2016
- [j1]Dongha Lee, Jinoh Oh, Woong-Kee Loh, Hwanjo Yu:
GeoVideoIndex: Indexing for georeferenced videos. Inf. Sci. 374: 210-223 (2016)
Coauthor Index
Seongku Kang
aka: SeongKu Kang
aka: SeongKu Kang
[c42] [i54] [i52] [c41] [c35] [c32] [c31] [c25] [c23] [i44] [i41] [i40] [i39] [i27] [i22] [c22] [c19] [i19] [i18] [j8] [j7] [c17] [c16] [c15] [c14] [i11] [i10] [i9] [i8] [c13] [c12] [c11] [c10] [c9] [c8] [i7] [i6] [i5] [i4] [i3] [i2] [i1] [j6] [j5] [j4] [j3] [j2] [c7] [c6] [c5] [c4] [c3] [c2] [c1] [j1]
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Citation data
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load citations from opencitations.net
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OpenAlex data
Load additional information about publications from 
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last updated on 2025-05-13 21:42 CEST by the dblp team
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