Jinheon Baek

571 total citations
19 papers, 194 citations indexed

About

Jinheon Baek is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Information Systems. According to data from OpenAlex, Jinheon Baek has authored 19 papers receiving a total of 194 indexed citations (citations by other indexed papers that have themselves been cited), including 17 papers in Artificial Intelligence, 6 papers in Computer Vision and Pattern Recognition and 3 papers in Information Systems. Recurrent topics in Jinheon Baek's work include Topic Modeling (13 papers), Natural Language Processing Techniques (9 papers) and Multimodal Machine Learning Applications (5 papers). Jinheon Baek is often cited by papers focused on Topic Modeling (13 papers), Natural Language Processing Techniques (9 papers) and Multimodal Machine Learning Applications (5 papers). Jinheon Baek collaborates with scholars based in South Korea, Germany and Canada. Jinheon Baek's co-authors include Sung Ju Hwang, Amir Saffari, Soyeong Jeong, Alham Fikri Aji, Jong Moon Park, Minki Kang, Silviu Cucerzan, Jong Cheol Park, Jens Lehmann and Horst Samulowitz and has published in prestigious journals such as Neural Networks, arXiv (Cornell University) and Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies.

In The Last Decade

Jinheon Baek

15 papers receiving 186 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Jinheon Baek South Korea	6	142	38	30	14	10	19	194
Zeyang Lei China	7	314 2.2×	58 1.5×	42 1.4×	9 0.6×	7 0.7×	16	363
Eric Nalisnick United States	7	173 1.2×	42 1.1×	47 1.6×	9 0.6×	8 0.8×	19	214
Christopher Fifty United States	2	100 0.7×	28 0.7×	31 1.0×	13 0.9×	33 3.3×	2	117
Xinhui Tu China	9	130 0.9×	23 0.6×	45 1.5×	6 0.4×	5 0.5×	28	171
Stanislau Semeniuta Italy	6	104 0.7×	84 2.2×	12 0.4×	19 1.4×	5 0.5×	7	189
Giuseppe Marra Belgium	6	110 0.8×	26 0.7×	12 0.4×	5 0.4×	6 0.6×	20	140
Keyulu Xu United States	5	173 1.2×	53 1.4×	23 0.8×	20 1.4×	46 4.6×	8	190
Sai Rajeswar India	5	80 0.6×	75 2.0×	10 0.3×	6 0.4×	3 0.3×	10	150
Gongbo Tang Sweden	6	192 1.4×	91 2.4×	22 0.7×	18 1.3×	2 0.2×	14	266

Countries citing papers authored by Jinheon Baek

Since Specialization

Citations

This map shows the geographic impact of Jinheon Baek's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Jinheon Baek with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jinheon Baek more than expected).

Fields of papers citing papers by Jinheon Baek

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Jinheon Baek. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Jinheon Baek. The network helps show where Jinheon Baek may publish in the future.

Co-authorship network of co-authors of Jinheon Baek

This figure shows the co-authorship network connecting the top 25 collaborators of Jinheon Baek. A scholar is included among the top collaborators of Jinheon Baek based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Jinheon Baek. Jinheon Baek is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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19 of 19 papers shown

Jeong, Soyeong, et al.. (2025). VideoRAG: Retrieval-Augmented Generation over Video Corpus. 21278–21298. 2 indexed citations

Baek, Jinheon, et al.. (2025). Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching. 24307–24331.

Baek, Jinheon, et al.. (2025). ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models. 6709–6738. 4 indexed citations

Baek, Jinheon, Horst Samulowitz, Oktie Hassanzadeh, et al.. (2025). Knowledge Base Construction for Knowledge-Augmented Text-to-SQL. 26569–26583.

Jeong, Soyeong, et al.. (2024). Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity. 7036–7050. 44 indexed citations

Baek, Jinheon, et al.. (2024). Knowledge-Augmented Large Language Models for Personalized Contextual Query Suggestion. 3355–3366. 9 indexed citations

Baek, Jinheon, et al.. (2024). Rethinking Code Refinement: Learning to Judge Code Efficiency. 11045–11056.

Baek, Jinheon, et al.. (2023). Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering. 70–98. 23 indexed citations

Jeong, Soyeong, et al.. (2023). Test-Time Self-Adaptive Small Language Models for Question Answering. 15459–15469. 3 indexed citations

10.

Baek, Jinheon, et al.. (2023). Knowledge-Augmented Language Model Verification. 1720–1736. 4 indexed citations

11.

Baek, Jinheon, Alham Fikri Aji, & Amir Saffari. (2023). Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering. 78–106. 29 indexed citations

12.

Jeong, Soyeong, Jinheon Baek, Sung Ju Hwang, & Jong Moon Park. (2023). Realistic Conversational Question Answering with Answer Selection based on Calibrated Confidence and Uncertainty Measurement. 477–490. 1 indexed citations

13.

Jeong, Soyeong, Jinheon Baek, Sung Ju Hwang, & Jong Cheol Park. (2023). Phrase Retrieval for Open Domain Conversational Question Answering with Conversational Dependency Modeling via Contrastive Learning. 6019–6031. 2 indexed citations

14.

Baek, Jinheon, Alham Fikri Aji, Jens Lehmann, & Sung Ju Hwang. (2023). Direct Fact Retrieval from Knowledge Graphs without Entity Linking. 10038–10055. 3 indexed citations

15.

Kang, Minki, Jinheon Baek, & Sung Ju Hwang. (2022). KALA: Knowledge-Augmented Language Model Adaptation. Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. 5144–5167. 23 indexed citations

16.

Jeong, Soyeong, et al.. (2022). Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation. arXiv (Cornell University). 442–452. 1 indexed citations

17.

Koh, Yookyung, et al.. (2021). Exploring the spatial reasoning ability of neural models in human IQ tests. Neural Networks. 140. 27–38.

18.

Jeong, Soyeong, et al.. (2021). Unsupervised Document Expansion for Information Retrieval with Stochastic Text Generation. 7–17. 3 indexed citations

19.

Baek, Jinheon, et al.. (2021). Accurate Learning of Graph Representations with Graph Multiset Pooling. arXiv (Cornell University). 43 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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