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Hui Yi Leong

University of Chicago

1101 East 58th Street

Chicago, IL 60637

United States

  • University of Chicago

SCHOLARLY PAPERS

5

DOWNLOADS

228

TOTAL CITATIONS

2

Scholarly Papers (5)

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1.

Why Should Next-Gen LLM Multi-Agent Systems Move Beyond Fixed Architectures to Dynamic, Input-Driven Graphs?

Number of pages: 12 Posted: 02 Jun 2025 Last Revised: 09 Sep 2025
Hui Yi Leong, Yuqing Wu, Hongxuan Zhao and Shuai Ji
University of Chicago, University of Chicago, University of Chicago and University of Chicago
Downloads 128 (565,439)

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Artificial Intelligence, Multi-Agent, Multimodal Large Language Model (MLLM), Large Language Model (LLM)

2.

Coarse-to-Fine Personalized LLM Impressions for Streamlined Radiology Reports

This paper has been accepted by ICML 2025 NewInML Workshop.
Number of pages: 15 Posted: 01 Aug 2025 Last Revised: 24 Sep 2025
Chengbo Sun, Hui Yi Leong and Lei Li
University of Chicago, University of Chicago and University of Washington
Downloads 39 (1,196,171)

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3.

Efficient Fine-Tuning of Large Language Models for Automated Medical Documentation

Number of pages: 7 Posted: 26 Sep 2025
Hui Yi Leong, Yi Fan Gao, Shuai Ji, Yang Zhang and Uktu Pamuksuz
University of Chicago, University of Chicago, University of Chicago, Boston University and University of Chicago
Downloads 27 (1,359,097)
Citation 1

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LLM, NLP, GenAI, Healthcare Automation, Fine-tuning, Medical Report Generation, Deep Learning

4.

A GEN AI Framework for Medical Note Generation

Number of pages: 9 Posted: 26 Sep 2025
Hui Yi Leong, Yi Fan Gao, Shuai Ji, Bora Kalaycioglu and Uktu Pamuksuz
University of Chicago, University of Chicago, University of Chicago, University of Chicago and University of Chicago
Downloads 26 (1,372,601)
Citation 1

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LLM, NLP, GenAI, Ambient Listening, Fine-tuning, Medical Report, Retrieval-Augmented Generation

5.

IntentVCNet: Bridging Spatio-Temporal Gaps for Intention-Oriented Controllable Video Captioning

This paper have been accepted by ACM MM 2025
Number of pages: 8 Posted: 01 Aug 2025
Tianheng Qiu, Jingchun Gao, Jingyu Li, Hui Yi Leong and Lan Zhang
University of Science and Technology, University of Science and Technology, Nanjing University, University of Chicago and University of Science and Technology
Downloads 8 (1,555,090)

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• Computing methodologies → Natural language generation Intention-Oriented Controllable Video Captioning, Spatial Representation, Large Video-Language Model, Ensemble Learning