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Published in SSRN, 2024
This paper compares human experts and LLMs in calculating party positions.
Recommended citation: Caliskan, Cantay and Huang, Junhua and Huang, Yiyang and Lin, Ruoxuan and Shan, Wanting. (2024). "Using Generative AI to Calculate Party Positions: A Comparison of Human Experts and Large Language Models." SSRN.
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Published in ICCV 2025, 2025
Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling.
Recommended citation: Pinxin Liu, Luchuan Song, Junhua Huang, Chenliang Xu. (2025). "GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling." ICCV 2025.
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Published in Submitted to ICASSP 2026, 2025
Submitted to ICASSP 2026.
Recommended citation: Junhua Huang, Chao Huang, Chenliang Xu. (2025). "Semantic Visually-Guided Acoustic Highlighting with Large Vision-Language Models." Submitted to ICASSP 2026.
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Published in CVPR 2026 (under review), 2026
Benchmarking Multimodal Large Language Models on Fine-Grained Spatio-Temporal Clinical Video Understanding.
Recommended citation: L. Zhang et al. (including Junhua Huang). (2026). "Seizure-Semiology-Bench: Benchmarking Multimodal Large Language Models on Fine-Grained Spatio-Temporal Clinical Video Understanding." CVPR 2026 (under review).
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Workshop & Seminar, University of Rochester, Computer Science Department, 2023
Role: Teaching Assistant & Workshop Leader
Course: CSC 172 Data Structures and Algorithms (Aug 2023 - May 2024)
Course: CSC 171 Introduction to Computer Science (Dec 2022 - May 2023)
Mentorship, Personal Mentorship, 2024
I am personally teaching students to help them obtain their driver’s licenses.