Dongha Lee

139 papers A* 27A 4Journal 83Unranked 25
YearRankTypeTitle / Venue / Authors
2026 A* conf
AgenticShop: Benchmarking Agentic Product Curation for Personalized Web Shopping.
WWW
Sunghwan Kim, Ryang Heo, Yongsik Seo, Jinyoung Yeo, Dongha Lee
2026 J jnl
AgenticShop: Benchmarking Agentic Product Curation for Personalized Web Shopping.
CoRR
Sunghwan Kim, Ryang Heo, Yongsik Seo, Jinyoung Yeo, Dongha Lee
2026 J jnl
BPL: Bias-Adaptive Preference Distillation Learning For Recommender System.
IEEE Trans. Knowl. Data Eng.
SeongKu Kang, Jianxun Lian, Dongha Lee, Wonbin Kweon, Sanghwan Jang, Jaehyun Lee, Jindong Wang, Xing Xie, Hwanjo Yu
2026 — conf
CREAM: Continual Retrieval on Dynamic Streaming Corpora with Adaptive Soft Memory.
KDD (1)
HuiJeong Son, Hyeongu Kang, Sunho Kim, Subeen Ho, SeongKu Kang, Dongha Lee, Susik Yoon
2026 J jnl
CREAM: Continual Retrieval on Dynamic Streaming Corpora with Adaptive Soft Memory.
CoRR
HuiJeong Son, Hyeongu Kang, Sunho Kim, Subeen Ho, SeongKu Kang, Dongha Lee, Susik Yoon
2026 J jnl
Improving Scientific Document Retrieval with Academic Concept Index.
CoRR
Jeyun Lee, Junhyoung Lee, Wonbin Kweon, Bowen Jin, Yu Zhang, Susik Yoon, Dongha Lee, Hwanjo Yu, Jiawei Han, SeongKu Kang
2026 J jnl
P-Check: Advancing Personalized Reward Model via Learning to Generate Dynamic Checklist.
CoRR
Kwangwook Seo, Dongha Lee
2025 J jnl
BESPOKE: Benchmark for Search-Augmented Large Language Model Personalization via Diagnostic Feedback.
CoRR
Hyunseo Kim, Sangam Lee, Kwangwook Seo, Dongha Lee
2025 J jnl
BPL: Bias-adaptive Preference Distillation Learning for Recommender System.
CoRR
SeongKu Kang, Jianxun Lian, Dongha Lee, Wonbin Kweon, Sanghwan Jang, Jaehyun Lee, Jindong Wang, Xing Xie, Hwanjo Yu
2025 J jnl
Beyond the Final Answer: Evaluating the Reasoning Trajectories of Tool-Augmented Agents.
CoRR
Wonjoong Kim, Sangwu Park, Yeonjun In, Sein Kim, Dongha Lee, Chanyoung Park
2025 — conf
Can Code-Switched Texts Activate a Knowledge Switch in LLMs? A Case Study on English-Korean Code-Switching.
EMNLP (Findings)
Seoyeon Kim, Huiseo Kim, Chanjun Park, Jinyoung Yeo, Dongha Lee
2025 A* conf
Can Large Language Models be Effective Online Opinion Miners?
EMNLP
Ryang Heo, Yongsik Seo, Junseong Lee, Dongha Lee
2025 J jnl
Can Large Language Models be Effective Online Opinion Miners?
CoRR
Ryang Heo, Yongsik Seo, Junseong Lee, Dongha Lee
2025 — conf
Do LLMs Have Distinct and Consistent Personality? TRAIT: Personality Testset designed for LLMs with Psychometrics.
NAACL (Findings)
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
2025 J jnl
Fast and Fluent Diffusion Language Models via Convolutional Decoding and Rejective Fine-tuning.
CoRR
Yeongbin Seo, Dongha Lee, Jaehyung Kim, Jinyoung Yeo
2025 J jnl
From What to Respond to When to Respond: Timely Response Generation for Open-domain Dialogue Agents.
CoRR
Seongbo Jang, Minjin Jeon, Jaehoon Lee, Seonghyeon Lee, Dongha Lee, Hwanjo Yu
2025 J jnl
HIPPO-Video: Simulating Watch Histories with Large Language Models for Personalized Video Highlighting.
CoRR
Jeongeun Lee, Youngjae Yu, Dongha Lee
2025 — conf
How Diversely Can Language Models Solve Problems? Exploring the Algorithmic Diversity of Model-Generated Code.
EMNLP (Findings)
Seonghyeon Lee, Heejae Chon, Joonwon Jang, Dongha Lee, Hwanjo Yu
2025 J jnl
How Diversely Can Language Models Solve Problems? Exploring the Algorithmic Diversity of Model-Generated Code.
CoRR
Seonghyeon Lee, Heejae Chon, Joonwon Jang, Dongha Lee, Hwanjo Yu
2025 J jnl
IPQA: A Benchmark for Core Intent Identification in Personalized Question Answering.
CoRR
Jieyong Kim, Maryam Amirizaniani, Soojin Yoon, Dongha Lee
2025 J jnl
Imagine All The Relevance: Scenario-Profiled Indexing with Knowledge Expansion for Dense Retrieval.
CoRR
Sangam Lee, Ryang Heo, SeongKu Kang, Dongha Lee
2025 A conf
Improving Scientific Document Retrieval with Concept Coverage-based Query Set Generation.
WSDM
SeongKu Kang, Bowen Jin, Wonbin Kweon, Yu Zhang, Dongha Lee, Jiawei Han, Hwanjo Yu
2025 J jnl
Improving Scientific Document Retrieval with Concept Coverage-based Query Set Generation.
CoRR
SeongKu Kang, Bowen Jin, Wonbin Kweon, Yu Zhang, Dongha Lee, Jiawei Han, Hwanjo Yu
2025 J jnl
In Their Own Words: Reasoning Traces Tailored for Small Models Make Them Better Reasoners.
CoRR
Jaehoon Kim, Kwangwook Seo, Dongha Lee
2025 J jnl
LLMs Think, But Not In Your Flow: Reasoning-Level Personalization for Black-Box Large Language Models.
CoRR
Jieyong Kim, Tongyoung Kim, Soojin Yoon, Jaehyung Kim, Dongha Lee
2025 — conf
MT-RAIG: Novel Benchmark and Evaluation Framework for Retrieval-Augmented Insight Generation over Multiple Tables.
ACL (1)
Kwangwook Seo, Donguk Kwon, Dongha Lee
2025 J jnl
MT-RAIG: Novel Benchmark and Evaluation Framework for Retrieval-Augmented Insight Generation over Multiple Tables.
CoRR
Kwangwook Seo, Donguk Kwon, Dongha Lee
2025 J jnl
On the Effectiveness of Integration Methods for Multimodal Dialogue Response Retrieval.
CoRR
Seongbo Jang, Seonghyeon Lee, Dongha Lee, Hwanjo Yu
2025 J jnl
Personalized Reward Modeling for Text-to-Image Generation.
CoRR
Jeongeun Lee, Ryang Heo, Dongha Lee
2025 J jnl
Quantifying Self-Awareness of Knowledge in Large Language Models.
CoRR
Yeongbin Seo, Dongha Lee, Jinyoung Yeo
2025 — conf
Rethinking Reward Model Evaluation Through the Lens of Reward Overoptimization.
ACL (1)
Sunghwan Kim, Dongjin Kang, Taeyoon Kwon, Hyungjoo Chae, Dongha Lee, Jinyoung Yeo
2025 J jnl
Rethinking Reward Model Evaluation Through the Lens of Reward Overoptimization.
CoRR
Sunghwan Kim, Dongjin Kang, Taeyoon Kwon, Hyungjoo Chae, Dongha Lee, Jinyoung Yeo
2025 A* conf
Review-driven Personalized Preference Reasoning with Large Language Models for Recommendation.
SIGIR
Jieyong Kim, Hyunseo Kim, Hyunjin Cho, SeongKu Kang, Buru Chang, Jinyoung Yeo, Dongha Lee
2025 — conf
Stop Playing the Guessing Game! Evaluating Conversational Recommender Systems via Target-free User Simulation.
EMNLP (Findings)
Sunghwan Kim, Kwangwook Seo, Tongyoung Kim, Jinyoung Yeo, Dongha Lee
2025 — conf
Towards Lifelong Dialogue Agents via Timeline-based Memory Management.
NAACL (Long Papers)
Kai Tzu-iunn Ong, Namyoung Kim, Minju Gwak, Hyungjoo Chae, Taeyoon Kwon, Yohan Jo, Seung-won Hwang, Dongha Lee, Jinyoung Yeo
2025 J jnl
Towards Personalized Conversational Sales Agents : Contextual User Profiling for Strategic Action.
CoRR
Tongyoung Kim, Jeongeun Lee, Soojin Yoon, Sunghwan Kim, Dongha Lee
2025 J jnl
Unbiased, Effective, and Efficient Distillation from Heterogeneous Models for Recommender Systems.
Trans. Recomm. Syst.
SeongKu Kang, Wonbin Kweon, Dongha Lee, Jianxun Lian, Xing Xie, Hwanjo Yu
2025 A conf
Unsupervised Robust Cross-Lingual Entity Alignment via Neighbor Triple Matching with Entity and Relation Texts.
WSDM
Soojin Yoon, Sungho Ko, Tongyoung Kim, SeongKu Kang, Jinyoung Yeo, Dongha Lee
2025 A* conf
Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation.
ICLR
Hyungjoo Chae, Namyoung Kim, Kai Tzu-iunn Ong, Minju Gwak, Gwanwoo Song, Jihoon Kim, Sunghwan Kim, Dongha Lee, Jinyoung Yeo
2024 — conf
Bag of Tricks for Diabetic Retinopathy and Diabetic Macular Edema Classification in Ultra-widefield Imaging.
UWF4DR@MICCAI
Hyeonmin Kim, Yunnie Cho, Ohhyun Kwon, Dongha Lee
2024 J jnl
COCOA: CBT-based Conversational Counseling Agent using Memory Specialized in Cognitive Distortions and Dynamic Prompt.
CoRR
Suyeon Lee, Jieun Kang, Harim Kim, Kyoung-Mee Chung, Dongha Lee, Jinyoung Yeo
2024 — conf
Cactus: Towards Psychological Counseling Conversations using Cognitive Behavioral Theory.
EMNLP (Findings)
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
2024 J jnl
Cactus: Towards Psychological Counseling Conversations using Cognitive Behavioral Theory.
CoRR
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
2024 J jnl
Can Code-Switched Texts Activate a Knowledge Switch in LLMs? A Case Study on English-Korean Code-Switching.
CoRR
Seoyeon Kim, Huiseo Kim, Chanjun Park, Jinyoung Yeo, Dongha Lee
2024 — conf
Can Large Language Models be Good Emotional Supporter? Mitigating Preference Bias on Emotional Support Conversation.
ACL (1)
Dongjin Kang, Sunghwan Kim, Taeyoon Kwon, Seungjun Moon, Hyunsouk Cho, Youngjae Yu, Dongha Lee, Jinyoung Yeo
2024 J jnl
Can Large Language Models be Good Emotional Supporter? Mitigating Preference Bias on Emotional Support Conversation.
CoRR
Dongjin Kang, Sunghwan Kim, Taeyoon Kwon, Seungjun Moon, Hyunsouk Cho, Youngjae Yu, Dongha Lee, Jinyoung Yeo
2024 — conf
Commonsense-augmented Memory Construction and Management in Long-term Conversations via Context-aware Persona Refinement.
EACL (2)
Hana Kim, Kai Tzu-iunn Ong, Seoyeon Kim, Dongha Lee, Jinyoung Yeo
2024 J jnl
Commonsense-augmented Memory Construction and Management in Long-term Conversations via Context-aware Persona Refinement.
CoRR
Hana Kim, Kai Tzu-iunn Ong, Seoyeon Kim, Dongha Lee, Jinyoung Yeo
2024 J jnl
Do LLMs Have Distinct and Consistent Personality? TRAIT: Personality Testset designed for LLMs with Psychometrics.
CoRR
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
2024 — conf
Eliciting Instruction-tuned Code Language Models' Capabilities to Utilize Auxiliary Function for Code Generation.
EMNLP (Findings)
Seonghyeon Lee, Suyeon Kim, Joonwon Jang, Heejae Chon, Dongha Lee, Hwanjo Yu
2024 J jnl
Eliciting Instruction-tuned Code Language Models' Capabilities to Utilize Auxiliary Function for Code Generation.
CoRR
Seonghyeon Lee, Suyeon Kim, Joonwon Jang, Heejae Chon, Dongha Lee, Hwanjo Yu
2024 J jnl
Evaluating Robustness of Reward Models for Mathematical Reasoning.
CoRR
Sunghwan Kim, Dongjin Kang, Taeyoon Kwon, Hyungjoo Chae, Jungsoo Won, Dongha Lee, Jinyoung Yeo
2024 J jnl
Ever-Evolving Memory by Blending and Refining the Past.
CoRR
Seo Hyun Kim, Keummin Ka, Yohan Jo, Seung-won Hwang, Dongha Lee, Jinyoung Yeo
2024 A* conf
Evidence-Focused Fact Summarization for Knowledge-Augmented Zero-Shot Question Answering.
EMNLP
Sungho Ko, Hyunjin Cho, Hyungjoo Chae, Jinyoung Yeo, Dongha Lee
2024 J jnl
Evidence-Focused Fact Summarization for Knowledge-Augmented Zero-Shot Question Answering.
CoRR
Sungho Ko, Hyunjin Cho, Hyungjoo Chae, Jinyoung Yeo, Dongha Lee
2024 — conf
Evidentiality-aware Retrieval for Overcoming Abstractiveness in Open-Domain Question Answering.
EACL (Findings)
Yongho Song, Dahyun Lee, Myungha Jang, Seung-won Hwang, Kyungjae Lee, Dongha Lee, Jinyoung Yeo
2024 — conf
Exploring Language Model's Code Generation Ability with Auxiliary Functions.
NAACL-HLT (Findings)
Seonghyeon Lee, Sanghwan Jang, Seongbo Jang, Dongha Lee, Hwanjo Yu
2024 J jnl
Exploring Language Model's Code Generation Ability with Auxiliary Functions.
CoRR
Seonghyeon Lee, Sanghwan Jang, Seongbo Jang, Dongha Lee, Hwanjo Yu
2024 J jnl
Graph Signal Processing for Cross-Domain Recommendation.
CoRR
Jeongeun Lee, SeongKu Kang, Won-Yong Shin, Jeongwhan Choi, Noseong Park, Dongha Lee
2024 A* conf
Improving Retrieval in Theme-specific Applications using a Corpus Topical Taxonomy.
WWW
SeongKu Kang, Shivam Agarwal, Bowen Jin, Dongha Lee, Hwanjo Yu, Jiawei Han
2024 J jnl
Improving Retrieval in Theme-specific Applications using a Corpus Topical Taxonomy.
CoRR
SeongKu Kang, Shivam Agarwal, Bowen Jin, Dongha Lee, Hwanjo Yu, Jiawei Han
2024 J jnl
Is Functional Correctness Enough to Evaluate Code Language Models? Exploring Diversity of Generated Codes.
CoRR
Heejae Chon, Seonghyeon Lee, Jinyoung Yeo, Dongha Lee
2024 A* conf
Large Language Models Are Clinical Reasoners: Reasoning-Aware Diagnosis Framework with Prompt-Generated Rationales.
AAAI
Taeyoon Kwon, Kai Tzu-iunn Ong, Dongjin Kang, Seungjun Moon, Jeong Ryong Lee, Dosik Hwang, Beomseok Sohn, Yongsik Sim, Dongha Lee, Jinyoung Yeo
2024 A* conf
Learning Discriminative Dynamics with Label Corruption for Noisy Label Detection.
CVPR
Suyeon Kim, Dongha Lee, SeongKu Kang, Sukang Chae, Sanghwan Jang, Hwanjo Yu
2024 J jnl
Learning Discriminative Dynamics with Label Corruption for Noisy Label Detection.
CoRR
Suyeon Kim, Dongha Lee, SeongKu Kang, Sukang Chae, Sanghwan Jang, Hwanjo Yu
2024 — conf
Make Compound Sentences Simple to Analyze: Learning to Split Sentences for Aspect-based Sentiment Analysis.
EMNLP (Findings)
Yongsik Seo, Sungwon Song, Ryang Heo, Jieyong Kim, Dongha Lee
2024 J jnl
Make Compound Sentences Simple to Analyze: Learning to Split Sentences for Aspect-based Sentiment Analysis.
CoRR
Yongsik Seo, Sungwon Song, Ryang Heo, Jieyong Kim, Dongha Lee
2024 A* conf
Multi-Domain Recommendation to Attract Users via Domain Preference Modeling.
AAAI
Hyunjun Ju, SeongKu Kang, Dongha Lee, Junyoung Hwang, Sanghwan Jang, Hwanjo Yu
2024 J jnl
Multi-Domain Recommendation to Attract Users via Domain Preference Modeling.
CoRR
Hyunjun Ju, SeongKu Kang, Dongha Lee, Junyoung Hwang, Sanghwan Jang, Hwanjo Yu
2024 — conf
Pearl: A Review-driven Persona-Knowledge Grounded Conversational Recommendation Dataset.
ACL (Findings)
Minjin Kim, Minju Kim, Hana Kim, Beong-woo Kwak, SeongKu Kang, Youngjae Yu, Jinyoung Yeo, Dongha Lee
2024 J jnl
Pearl: A Review-driven Persona-Knowledge Grounded Conversational Recommendation Dataset.
CoRR
Minjin Kim, Minju Kim, Hana Kim, Beong-woo Kwak, Soyeon Chun, Hyunseo Kim, SeongKu Kang, Youngjae Yu, Jinyoung Yeo, Dongha Lee
2024 — conf
RTSUM: Relation Triple-based Interpretable Summarization with Multi-level Salience Visualization.
NAACL (Demonstrations)
Seonglae Cho, Myungha Jang, Jinyoung Yeo, Dongha Lee
2024 J jnl
Review-driven Personalized Preference Reasoning with Large Language Models for Recommendation.
CoRR
Jieyong Kim, Hyunseo Kim, Hyunjin Cho, SeongKu Kang, Buru Chang, Jinyoung Yeo, Dongha Lee
2024 J jnl
SC-Rec: Enhancing Generative Retrieval with Self-Consistent Reranking for Sequential Recommendation.
CoRR
Tongyoung Kim, Soojin Yoon, SeongKu Kang, Jinyoung Yeo, Dongha Lee
2024 — conf
Self-Consistent Reasoning-based Aspect-Sentiment Quad Prediction with Extract-Then-Assign Strategy.
ACL (Findings)
Jieyong Kim, Ryang Heo, Yongsik Seo, SeongKu Kang, Jinyoung Yeo, Dongha Lee
2024 J jnl
Self-Consistent Reasoning-based Aspect-Sentiment Quad Prediction with Extract-Then-Assign Strategy.
CoRR
Jieyong Kim, Ryang Heo, Yongsik Seo, SeongKu Kang, Jinyoung Yeo, Dongha Lee
2024 J jnl
Stop Playing the Guessing Game! Target-free User Simulation for Evaluating Conversational Recommender Systems.
CoRR
Sunghwan Kim, Tongyoung Kim, Kwangwook Seo, Jinyoung Yeo, Dongha Lee
2024 J jnl
THEANINE: Revisiting Memory Management in Long-term Conversations with Timeline-augmented Response Generation.
CoRR
Seo Hyun Kim, Kai Tzu-iunn Ong, Taeyoon Kwon, Namyoung Kim, Keummin Ka, Seonghyeon Bae, Yohan Jo, Seung-won Hwang, Dongha Lee, Jinyoung Yeo
2024 A* conf
Taxonomy-guided Semantic Indexing for Academic Paper Search.
EMNLP
SeongKu Kang, Yunyi Zhang, Pengcheng Jiang, Dongha Lee, Jiawei Han, Hwanjo Yu
2024 J jnl
Taxonomy-guided Semantic Indexing for Academic Paper Search.
CoRR
SeongKu Kang, Yunyi Zhang, Pengcheng Jiang, Dongha Lee, Jiawei Han, Hwanjo Yu
2024 A* conf
Train-Attention: Meta-Learning Where to Focus in Continual Knowledge Learning.
NeurIPS
Yeongbin Seo, Dongha Lee, Jinyoung Yeo
2024 J jnl
Train-Attention: Meta-Learning Where to Focus in Continual Knowledge Learning.
CoRR
Yeongbin Seo, Dongha Lee, Jinyoung Yeo
2024 J jnl
Unsupervised Robust Cross-Lingual Entity Alignment via Joint Modeling of Entity and Relation Texts.
CoRR
Soojin Yoon, Sungho Ko, Tongyoung Kim, SeongKu Kang, Jinyoung Yeo, Dongha Lee
2024 — conf
Unveiling Implicit Table Knowledge with Question-Then-Pinpoint Reasoner for Insightful Table Summarization.
EMNLP (Findings)
Kwangwook Seo, Jinyoung Yeo, Dongha Lee
2024 J jnl
Unveiling Implicit Table Knowledge with Question-Then-Pinpoint Reasoner for Insightful Table Summarization.
CoRR
Kwangwook Seo, Jinyoung Yeo, Dongha Lee
2024 — conf
VerifiNER: Verification-augmented NER via Knowledge-grounded Reasoning with Large Language Models.
ACL (1)
Seoyeon Kim, Kwangwook Seo, Hyungjoo Chae, Jinyoung Yeo, Dongha Lee
2024 J jnl
VerifiNER: Verification-augmented NER via Knowledge-grounded Reasoning with Large Language Models.
CoRR
Seoyeon Kim, Kwangwook Seo, Hyungjoo Chae, Jinyoung Yeo, Dongha Lee
2024 J jnl
Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation.
CoRR
Hyungjoo Chae, Namyoung Kim, Kai Tzu-iunn Ong, Minju Gwak, Gwanwoo Song, Jihoon Kim, Sunghwan Kim, Dongha Lee, Jinyoung Yeo
2024 J jnl
Why These Documents? Explainable Generative Retrieval with Hierarchical Category Paths.
CoRR
Sangam Lee, Ryang Heo, SeongKu Kang, Susik Yoon, Jinyoung Yeo, Dongha Lee
2024 J jnl
YA-TA: Towards Personalized Question-Answering Teaching Assistants using Instructor-Student Dual Retrieval-augmented Knowledge Fusion.
CoRR
Dongil Yang, Suyeon Lee, Minjin Kim, Jungsoo Won, Namyoung Kim, Dongha Lee, Jinyoung Yeo
2023 A* conf
Dialogue Chain-of-Thought Distillation for Commonsense-aware Conversational Agents.
EMNLP
Hyungjoo Chae, Yongho Song, Kai Tzu-iunn Ong, Taeyoon Kwon, Minjin Kim, Youngjae Yu, Dongha Lee, Dongyeop Kang, Jinyoung Yeo
2023 J jnl
Dialogue Chain-of-Thought Distillation for Commonsense-aware Conversational Agents.
CoRR
Hyungjoo Chae, Yongho Song, Kai Tzu-iunn Ong, Taeyoon Kwon, Minjin Kim, Youngjae Yu, Dongha Lee, Dongyeop Kang, Jinyoung Yeo
2023 A* conf
Distillation from Heterogeneous Models for Top-K Recommendation.
WWW
SeongKu Kang, Wonbin Kweon, Dongha Lee, Jianxun Lian, Xing Xie, Hwanjo Yu
2023 J jnl
Distillation from Heterogeneous Models for Top-K Recommendation.
CoRR
SeongKu Kang, Wonbin Kweon, Dongha Lee, Jianxun Lian, Xing Xie, Hwanjo Yu
2023 J jnl
Large Language Models are Clinical Reasoners: Reasoning-Aware Diagnosis Framework with Prompt-Generated Rationales.
CoRR
Taeyoon Kwon, Kai Tzu-iunn Ong, Dongjin Kang, Seungjun Moon, Jeong Ryong Lee, Dosik Hwang, Yongsik Sim, Beomseok Sohn, Dongha Lee, Jinyoung Yeo
2023 A* conf
Learning Topology-Specific Experts for Molecular Property Prediction.
AAAI
Suyeon Kim, Dongha Lee, SeongKu Kang, Seonghyeon Lee, Hwanjo Yu
2023 J jnl
Learning Topology-Specific Experts for Molecular Property Prediction.
CoRR
Su Kim, Dongha Lee, SeongKu Kang, Seonghyeon Lee, Hwanjo Yu
2023 J jnl
RDGCL: Reaction-Diffusion Graph Contrastive Learning for Recommendation.
CoRR
Jeongwhan Choi, Hyowon Wi, Chaejeong Lee, Sung-Bae Cho, Dongha Lee, Noseong Park
2023 J jnl
RTSUM: Relation Triple-based Interpretable Summarization with Multi-level Salience Visualization.
CoRR
Seonglae Cho, Yonggi Cho, HoonJae Lee, Myungha Jang, Jinyoung Yeo, Dongha Lee
2023 A* conf
SCStory: Self-supervised and Continual Online Story Discovery.
WWW
Susik Yoon, Yu Meng, Dongha Lee, Jiawei Han
2023 J jnl
SCStory: Self-supervised and Continual Online Story Discovery.
CoRR
Susik Yoon, Yu Meng, Dongha Lee, Jiawei Han
2023 A* conf
Unsupervised Story Discovery from Continuous News Streams via Scalable Thematic Embedding.
SIGIR
Susik Yoon, Dongha Lee, Yunyi Zhang, Jiawei Han
2023 J jnl
Unsupervised Story Discovery from Continuous News Streams via Scalable Thematic Embedding.
CoRR
Susik Yoon, Dongha Lee, Yunyi Zhang, Jiawei Han
2022 A* conf
Consensus Learning from Heterogeneous Objectives for One-Class Collaborative Filtering.
WWW
SeongKu Kang, Dongha Lee, Wonbin Kweon, Junyoung Hwang, Hwanjo Yu
2022 J jnl
Consensus Learning from Heterogeneous Objectives for One-Class Collaborative Filtering.
CoRR
SeongKu Kang, Dongha Lee, Wonbin Kweon, Junyoung Hwang, Hwanjo Yu
2022 J jnl
Mitigating viewpoint sensitivity of self-supervised one-class classifiers.
Inf. Sci.
Hyunjun Ju, Dongha Lee, SeongKu Kang, Hwanjo Yu
2022 J jnl
Personalized Knowledge Distillation for Recommender System.
Knowl. Based Syst.
SeongKu Kang, Dongha Lee, Wonbin Kweon, Hwanjo Yu
2022 A* conf
TaxoCom: Topic Taxonomy Completion with Hierarchical Discovery of Novel Topic Clusters.
WWW
Dongha Lee, Jiaming Shen, SeongKu Kang, Susik Yoon, Jiawei Han, Hwanjo Yu
2022 J jnl
TaxoCom: Topic Taxonomy Completion with Hierarchical Discovery of Novel Topic Clusters.
CoRR
Dongha Lee, Jiaming Shen, SeongKu Kang, Susik Yoon, Jiawei Han, Hwanjo Yu
2022 — conf
Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation.
EMNLP (Findings)
Dongha Lee, Jiaming Shen, Seonghyeon Lee, Susik Yoon, Hwanjo Yu, Jiawei Han
2022 J jnl
Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation.
CoRR
Dongha Lee, Jiaming Shen, Seonghyeon Lee, Susik Yoon, Hwanjo Yu, Jiawei Han
2022 — conf
Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence Learning.
ACL (1)
Seonghyeon Lee, Dongha Lee, Seongbo Jang, Hwanjo Yu
2022 J jnl
Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence Learning.
CoRR
Seonghyeon Lee, Dongha Lee, Seongbo Jang, Hwanjo Yu
2021 A* conf
Bootstrapping User and Item Representations for One-Class Collaborative Filtering.
SIGIR
Dongha Lee, SeongKu Kang, Hyunjun Ju, Chanyoung Park, Hwanjo Yu
2021 J jnl
Bootstrapping User and Item Representations for One-Class Collaborative Filtering.
CoRR
Dongha Lee, SeongKu Kang, Hyunjun Ju, Chanyoung Park, Hwanjo Yu
2021 A* conf
Learnable Dynamic Temporal Pooling for Time Series Classification.
AAAI
Dongha Lee, Seonghyeon Lee, Hwanjo Yu
2021 J jnl
Learnable Dynamic Temporal Pooling for Time Series Classification.
CoRR
Dongha Lee, Seonghyeon Lee, Hwanjo Yu
2021 A* conf
Learnable Structural Semantic Readout for Graph Classification.
ICDM
Dongha Lee, Su Kim, Seonghyeon Lee, Chanyoung Park, Hwanjo Yu
2021 J jnl
Learnable Structural Semantic Readout for Graph Classification.
CoRR
Dongha Lee, Su Kim, Seonghyeon Lee, Chanyoung Park, Hwanjo Yu
2021 J jnl
Multi-Class Data Description for Out-of-distribution Detection.
CoRR
Dongha Lee, Sehun Yu, Hwanjo Yu
2021 — conf
OoMMix: Out-of-manifold Regularization in Contextual Embedding Space for Text Classification.
ACL/IJCNLP (1)
Seonghyeon Lee, Dongha Lee, Hwanjo Yu
2021 A* conf
Out-of-Category Document Identification Using Target-Category Names as Weak Supervision.
ICDM
Dongha Lee, Dongmin Hyun, Jiawei Han, Hwanjo Yu
2021 J jnl
Out-of-Category Document Identification Using Target-Category Names as Weak Supervision.
CoRR
Dongha Lee, Dongmin Hyun, Jiawei Han, Hwanjo Yu
2021 J jnl
Out-of-Manifold Regularization in Contextual Embedding Space for Text Classification.
CoRR
Seonghyeon Lee, Dongha Lee, Hwanjo Yu
2021 A* conf
Weakly Supervised Temporal Anomaly Segmentation with Dynamic Time Warping.
ICCV
Dongha Lee, Sehun Yu, Hyunjun Ju, Hwanjo Yu
2021 J jnl
Weakly Supervised Temporal Anomaly Segmentation with Dynamic Time Warping.
CoRR
Dongha Lee, Sehun Yu, Hyunjun Ju, Hwanjo Yu
2020 A* conf
Convolutional Neural Networks with Compression Complexity Pooling for Out-of-Distribution Image Detection.
IJCAI
Sehun Yu, Dongha Lee, Hwanjo Yu
2020 J jnl
Generating sequential electronic health records using dual adversarial autoencoder.
J. Am. Medical Informatics Assoc.
Dongha Lee, Hwanjo Yu, Xiaoqian Jiang, Deevakar Rogith, Meghana Gudala, Mubeen Tejani, Qiuchen Zhang, Li Xiong
2020 J jnl
Harmonized representation learning on dynamic EHR graphs.
J. Biomed. Informatics
Dongha Lee, Xiaoqian Jiang, Hwanjo Yu
2020 A* conf
Multi-Class Data Description for Out-of-distribution Detection.
KDD
Dongha Lee, Sehun Yu, Hwanjo Yu
2020 J jnl
OCam: Out-of-core coordinate descent algorithm for matrix completion.
Inf. Sci.
Dongha Lee, Jinoh Oh, Hwanjo Yu
2020 J jnl
PUMAD: PU Metric learning for anomaly detection.
Inf. Sci.
Hyunjun Ju, Dongha Lee, Junyoung Hwang, Junghyun Namkung, Hwanjo Yu
2020 J jnl
Scalable disk-based topic modeling for memory limited devices.
Inf. Sci.
Byungju Kim, Dongha Lee, Jinoh Oh, Hwanjo Yu
2019 A* conf
Action Space Learning for Heterogeneous User Behavior Prediction.
IJCAI
Dongha Lee, Chanyoung Park, Hyunjun Ju, Junyoung Hwang, Hwanjo Yu
2019 A conf
Semi-Supervised Learning for Cross-Domain Recommendation to Cold-Start Users.
CIKM
SeongKu Kang, Junyoung Hwang, Dongha Lee, Hwanjo Yu
2018 A conf
Disk-based Matrix Completion for Memory Limited Devices.
CIKM
Dongha Lee, Jinoh Oh, Christos Faloutsos, Byungju Kim, Hwanjo Yu
2018 — conf
DualSentiNet: Dual Prediction of Word and Document Sentiments Using Shared Word Embedding.
IMCOM
Dongha Lee, Hyunjun Ju, Hwanjo Yu, Jung-Mi Park, Kye-Yoon Kim
2018 A* conf
Fast Tucker Factorization for Large-Scale Tensor Completion.
ICDM
Dongha Lee, Jaehyung Lee, Hwanjo Yu
2016 J jnl
GeoVideoIndex: Indexing for georeferenced videos.
Inf. Sci.
Dongha Lee, Jinoh Oh, Woong-Kee Loh, Hwanjo Yu