Donghee Han

Orcid: 0000-0002-4560-6810

Affiliations:
  • Korea Advanced Institute of Science and Technology, Graduate School of Data Science, Daejeon, Republic of Korea


According to our database1, Donghee Han authored at least 19 papers between 2022 and 2026.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

Online presence:

On csauthors.net:

Bibliography

2026
Every Preference Has Its Strength: Injecting Ordinal Semantics into LLM-Based Recommenders.
CoRR, May, 2026

Every Error has Its Magnitude: Asymmetric Mistake Severity Training for Multiclass Multiple Instance Learning.
CoRR, March, 2026

2025
Fine-grained multi-prompt essay scoring with multi-level disentanglement.
Data Min. Knowl. Discov., September, 2025

Efficient Knowledge Tracing Leveraging Higher-Order Information in Integrated Graphs.
CoRR, July, 2025

Rethinking LLM-Based Recommendations: A Query Generation-Based, Training-Free Approach.
CoRR, April, 2025

Closer through commonality: Enhancing hypergraph contrastive learning with shared groups.
CoRR, February, 2025

CTIP: Towards Accurate Tabular-to-Image Generation for Tire Footprint Generation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

Rethinking LLM-Based Recommendations: A Personalized Query-Driven Parallel Integration.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Leveraging LLM-Generated Schema Descriptions for Unanswerable Question Detection in Clinical Data.
Proceedings of the 31st International Conference on Computational Linguistics, 2025

RAG-based Unanswerable Question Detection in Clinical Text-to-SQL.
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

2024
Keyword-enhanced recommender system based on inductive graph matrix completion.
Eng. Appl. Artif. Intell., 2024

SIG-Net: GNN based dropout prediction in MOOCs using Student Interaction Graph.
Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 2024

Less is More: A Streamlined Graph-Based Fashion Outfit Recommendation without Multimodal Dependency.
Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 2024

Closer through commonality: Enhancing hypergraph contrastive learning with shared groups.
Proceedings of the IEEE International Conference on Big Data, 2024

ProbGate at EHRSQL 2024: Enhancing SQL Query Generation Accuracy through Probabilistic Threshold Filtering and Error Handling.
Proceedings of the 6th Clinical Natural Language Processing Workshop, 2024

2023
Temporal enhanced inductive graph knowledge tracing.
Appl. Intell., December, 2023

Context-aware Inductive Graph Matrix Completion with Sentence BERT.
Proceedings of the IEEE International Conference on Web Services, 2023

Inductive Graph-based Knowledge Tracing.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2023

2022
Multi-Relational Stacking Ensemble Recommender System Using Cinematic Experience.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2022


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