Hannah Kim

Orcid: 0000-0002-0137-7171

Affiliations:

Megagon Labs, USA
Georgia Institute of Technology, Atlanta, GA, USA (PhD 2022)

According to our database¹, Hannah Kim authored at least 33 papers between 2014 and 2026.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book In proceedings Article PhD thesis Dataset Other

Bibliography

2026

Blue Data Intelligence Layer: Streaming Data and Agents for Multi-source Multi-modal Data-Centric Applications.

[BibT_eX]

[DOI]

CoRR, April, 2026

RECAP: REwriting Conversations for Intent Understanding in Agentic Planning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2026, 2026

Do Agents Need to Plan Step-by-Step? Rethinking Planning Horizon in Data-Centric Tool Calling.

[BibT_eX]

[DOI]

Proceedings of the ACM Conference on AI and Agentic Systems, 2026

How to Steer Your Multi-Agent System: Human-LLM Collaborative Planning.

[BibT_eX]

[DOI]

Proceedings of the ACM Conference on AI and Agentic Systems, 2026

Learning from Supervision with Semantic and Episodic Memory: A Reflective Approach to Agent Adaptation.

[BibT_eX]

[DOI]

Proceedings of the ACM Conference on AI and Agentic Systems, 2026

2025

VeriLA: A Human-Centered Evaluation Framework for Interpretable Verification of LLM Agent Failures.

[BibT_eX]

[DOI]

Yoo Yeon Sung

Hannah Kim

Dan Zhang

CoRR, March, 2025

AIPOM: Agent-aware Interactive Planning for Multi-Agent Systems.

[BibT_eX]

[DOI]

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

2024

Snippet-based Conversational Recommender System.

[BibT_eX]

[DOI]

CoRR, 2024

A Blueprint Architecture of Compound AI Systems for Enterprise.

[BibT_eX]

[DOI]

CoRR, 2024

Knowledge Acquisition and Integration with Expert-in-the-loop.

[BibT_eX]

[DOI]

CoRR, 2024

MEGAnno+: A Human-LLM Collaborative Annotation System.

[BibT_eX]

[DOI]

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

Human-LLM Collaborative Annotation Through Effective Verification of LLM Labels.

[BibT_eX]

[DOI]

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

Characterizing Large Language Models as Rationalizers of Knowledge-intensive Tasks.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Towards Multifaceted Human-Centered AI.

[BibT_eX]

[DOI]

CoRR, 2023

MEGAnno: Exploratory Labeling for NLP in Computational Notebooks.

[BibT_eX]

[DOI]

CoRR, 2023

Weedle: Composable Dashboard for Data-Centric NLP in Computational Notebooks.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

Towards Transparent, Reusable, and Customizable Data Science in Computational Notebooks.

[BibT_eX]

[DOI]

Proceedings of the Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022

Interactive Visual Text Analytics.

[BibT_eX]

[DOI]

Hannah Kim

PhD thesis, 2022

Low-resource Interactive Active Labeling for Fine-tuning Language Models.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021

ArchiText: Interactive Hierarchical Topic Modeling.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2021

2019

TopicSifter: Interactive Search Space Reduction through Targeted Topic Modeling.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE Conference on Visual Analytics Science and Technology, 2019

Understanding Actors and Evaluating Personae with Gaussian Embeddings.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

VisIRR: A Visual Analytics System for Information Retrieval and Recommendation for Large-Scale Document Data.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2018

Learning Joint Gaussian Representations for Movies, Actors, and Literary Characters.

[BibT_eX]

[DOI]

CoRR, 2018

2017

Visualization by Demonstration: An Interaction Paradigm for Visual Data Exploration.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2017

AxiSketcher: Interactive Nonlinear Axis Mapping of Visualizations through User Drawings.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2017

PIVE: Per-Iteration Visualization Environment for Real-Time Interactions with Dimension Reduction and Clustering.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

InterAxis: Steering Scatterplot Axes via Observation-Level Interaction.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2016

2015

Doubly supervised embedding based on class labels and intrinsic clusters for high-dimensional data visualization.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Simultaneous Discovery of Common and Discriminative Topics via Joint Nonnegative Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

2014

PIVE: Per-Iteration visualization environment for supporting real-time interactions with computational methods.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE Conference on Visual Analytics Science and Technology, 2014

VisIRR: Visual analytics for information retrieval and recommendation with large-scale document data.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE Conference on Visual Analytics Science and Technology, 2014

Exploring anomalies in GAStech: VAST 2014 Mini Challenge 1 and 2.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE Conference on Visual Analytics Science and Technology, 2014

Hannah Kim

Timeline

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Bibliography

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