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Proceedings of the 2026 NTUEE Undergraduate Best Paper of the Year Award
We are pleased to present the recipients of the 2026 NTUEE Undergraduate Best Paper of the Year Award alongside the outstanding works selected for this year’s proceedings. These papers represent the exceptional research capabilities, engineering innovation, and academic dedication of our undergraduate students.
Best Paper

Thesis Title


DeTrojan: Detecting Trojan Circuits Using a Purpose-Built Graph Neural Network with Community-Enhanced Classification

Recognition

Best Paper Award Winner & Selected for Proceedings

Research Field

Electronic Design Automation

Author(s)

Chien-Tung Kuo, Chen-Ching Nieh

Advisor(s)

Jie-Hong Roland Jiang, Chun-Yan Ric Huang

Extended Abstract

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Best Paper

Thesis Title


Manifold Optimization on the Magnitude Torus for Fourier Phase Retrieval

Recognition

Best Paper Award Winner & Selected for Proceedings

Research Field

Communications and Signal Processing

Author(s)

Wen Perng, Po-Hung Cheng

Advisor(s)

Homer H. Chen

Extended Abstract

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Best Paper

Thesis Title


Membership Inference Attacks against Large Audio Language Models

Recognition

Best Paper Award Winner & Selected for Proceedings

Research Field

Data Science and Smart Networking

Author(s)

Jia-Kai Dong, Yu-Xiang Lin

Advisor(s)

Hung-yi Lee

Extended Abstract

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Best Paper

Thesis Title


A Low-Power Versatile Hand Gesture Recognition Processor for XR Interaction

Recognition

Best Paper Award Winner & Selected for Proceedings

Research Field

Integrated Circuits and Systems

Author(s)

Chun-Yun Cheng*, Cheng-Yan Li* (*: Equally Contributed Authors)

Advisor(s)

Chia-Hsiang Yang

Extended Abstract

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Best Paper

Thesis Title


Price of Anarchy of Multi-Stage Machine Scheduling

Recognition

Selected for Proceedings

Research Field

Computer Science

Author(s)

Pin Ju Huang

Advisor(s)

Ho Lin Chen

Extended Abstract

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Best Paper

Thesis Title


USAGI: Uniformity-breaking Sampling and Angular Guided Inference for Flow Matching

Recognition

Selected for Proceedings

Research Field

Computer Science

Author(s)

Chi-Tun Hsu, Ping-Jui Chen, En-Sheng Teng, Yu-Cheng Lin

Advisor(s)

Chun-Yi Lee

Extended Abstract

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Best Paper

Thesis Title


Spatio-Temporal Modeling and Software-Based Mitigation of Crosstalk in Quantum Computing

Recognition

Selected for Proceedings

Research Field

Electronic Design Automation

Author(s)

Pin Tu, Ting-Hsu Lo

Advisor(s)

James Chien-Mo Li

Extended Abstract

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Best Paper

Thesis Title


Spatial-Domain Beam Predictions under 3GPP Clustered Delay Line Channels

Recognition

Selected for Proceedings

Research Field

Communications and Signal Processing

Author(s)

Yi-lun Li

Advisor(s)

Shih-Chun Lin

Extended Abstract

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Best Paper

Thesis Title


Compressive Channel Estimation for AFDM Systems Over Fractional Delay-Doppler Channels with Iterative Interference Cancellation

Recognition

Selected for Proceedings

Research Field

Communications and Signal Processing

Author(s)

Guo-Shuo Tseng, Chi-Wei Chen

Advisor(s)

An-Yeu (Andy) Wu

Extended Abstract

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Best Paper

Thesis Title


Mobility-Aware Feeder Link Management: A Signal-Quality and Direction-Weighted Approach

Recognition

Selected for Proceedings

Research Field

Communications and Signal Processing

Author(s)

Chen-Ching Nieh, Kuang-Hsun Lin

Advisor(s)

Hung-Yu Wei

Extended Abstract

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Best Paper

Thesis Title


Array Radiation Analysis Under Phase Quantization

Recognition

Selected for Proceedings

Research Field

Communications and Signal Processing

Author(s)

Yi-Sin Tsang

Advisor(s)

Chia-Yi Yeh

Extended Abstract

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Best Paper

Thesis Title


Blind Interference Alignment for OTFS Modulation in Interference Channel

Recognition

Selected for Proceedings

Research Field

Communications and Signal Processing

Author(s)

Wei-Chun Kuo

Advisor(s)

Shih-Chun Lin

Extended Abstract

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Best Paper

Thesis Title


Audio-Maestro: Enhancing Large Audio-Language Models with Tool-Augmented Reasoning

Recognition

Selected for Proceedings

Research Field

Data Science and Smart Networking

Author(s)

Kuan-Yi Lee, Tsung-En Lin

Advisor(s)

Hung-Yi Lee

Extended Abstract

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Best Paper

Thesis Title


GeTag: Mining Collective Intent via Session-Group Semantics

Recognition

Selected for Proceedings

Research Field

Data Science and Smart Networking

Author(s)

Yung-Yi Lin, Po-Lin Chen, Han-Yu Jen, Miao-Chen Chiang, ChuanJu Wang, Che Lin

Advisor(s)

Che Lin, Chuan-Ju Wang

Extended Abstract

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Best Paper

Thesis Title


Mortality Prediction with Mobility Data via Enhanced iTransformer

Recognition

Selected for Proceedings

Research Field

Computer Science

Author(s)

Jun-Hao Chang, Che Lin

Advisor(s)

Che Lin

Extended Abstract

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Best Paper

Thesis Title


A 1.2-GHz Phase-Locked Loop with Interleaved Dual Master–Slave Sampling Filters

Recognition

Selected for Proceedings

Research Field

Integrated Circuits and Systems

Author(s)

Yi-En Wang, Wan-Yi Lee, Yu-Ling Chen

Advisor(s)

Tsung-Hsien Lin

Extended Abstract

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Best Paper

Thesis Title


An Energy-Efficient LDO Regulator with Robust PSRR for SoC Applications in 16-nm FinFET

Recognition

Selected for Proceedings

Research Field

Integrated Circuits and Systems

Author(s)

Yu-Fu Hsu, Yu-Cheng Le, Yu-Liang Wu

Advisor(s)

Chun-Hsing Li

Extended Abstract

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Best Paper

Thesis Title


Mutual Coupling Reduction For Antenna Arrays with Phase Cancellation Line

Recognition

Selected for Proceedings

Research Field

Electromagnetics

Author(s)

Zhan-Rui Wang, Chia-Yi Yeh

Advisor(s)

Chia-Yi Yeh

Extended Abstract

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Best Paper

Thesis Title


Design of a Miller-Compensated LDO Regulator with High Loop Gain in 16-nm FinFET

Recognition

Selected for Proceedings

Research Field

Integrated Circuits and Systems

Author(s)

Yu-Cheng Lee, Yu-Liang Wu, Yu-Fu Hsu, and Chun-Shing Li

Advisor(s)

Chun-Shing Li

Extended Abstract

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Best Paper

Thesis Title


Design of a High-Efficiency Low-Dropout Regulator with Optimized Transient Response

Recognition

Selected for Proceedings

Research Field

Integrated Circuits and Systems

Author(s)

Kuang-Che, Liu, Kai-Fu, Lee

Advisor(s)

Chun-Yi Lee

Extended Abstract

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Best Paper

Thesis Title


EEG Analytics for Dementia Subtyping: A Comparative Framework of Hierarchical GSP and EEG-Conformer

Recognition

Selected for Proceedings

Research Field

Biomedical Engineering

Author(s)

Yu-Heng Lai, Yu-Feng Cho, Yen-Wen Chen, Yu Wei Liou

Advisor(s)

Chung-Wei Lin

Extended Abstract

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