Publications

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2026.06expand

How Language Models Choose Sides: Internal Representations of Instruction Hierarchy

Enrique Balp-Straffon*, Chih-Hao Hsu*, Rushiraj Gadhvi, Sunishchal Dev, Callum Stuart McDougall, Anusha Mujumdar

ICML Mech Interp WorkshopAI SafetyMechanistic Interpretability
2026.06expand

Tracing Psychometric Inference in Large Language Models

Chih-Hao Hsu, Feng-Chun Ben Chou, Pin-Hao Andy Chen

ICML Mech Interp WorkshopMechanistic InterpretabilityComputational Psychology
2026.05expand

Interaction Context and Epistemic Posture in LLM Responses to Conspiracy-Style Reasoning

Chih-Hao Hsu, Feng-Chun Ben Chou, Pin-Hao Andy Chen

under reviewAI SafetyHuman-AI InteractionLLM Eval
2026.04expand

Role-Sensitive Neurons: A Neuron-Level Gain Control Mechanism for Confidence Steering

Peiwen Huang, Chih-Hao Hsu, Tzu-Hung Huang, Shou-De Lin

ACL FindingsMechanistic Interpretability
2026.03expand

From Movement to Manipulation: Multimodal Control of a Mobile Assistive Robot

Chiao-Yu Hsieh, Chen-Ye Hong, Jia-Zhen Li, Pei-Chieh Yang, Yun-Chieh Hsu, Ching-Hung Tsai, Chih-Hao Hsu, Yu-Te Wang

IEEE BCIBrain-Computer InterfacesRobotics
2026.01expand

3D Printed Watermill-Like Semi-Dry Electrodes for BCI Applications

Chi-Ming Chung, Ching-Hung Tsai, Yu-Lin Chu, Chih-Hao Hsu, Jui-Bang Lu, Yun-Chieh Hsu, Yu-Jung Su, Yang Wu, Cian-Fong Hung, Yu-Te Wang

IEEE TNSREBrain-Computer Interfaces
2025.11expand

Cross-Condition Analysis of an SSVEP-Based Biometric Authentication System

Yun-Chieh Hsu, Yu-Lin Chu, Ching-Hung Tsai, Chih-Hao Hsu, Yu-Te Wang

IEEE NERBrain-Computer Interfaces
2025.10expand

Using a Movie-Watching Neuroimaging Paradigm to Establish a Functional Connectome-Based Predictive Model of State Anxiety

Yu-Chieh May Chang, Chih-Hao Hsu, Feng-Chun Ben Chou, Ting-Ruei Henry Wang, Pin-Hao Andy Chen

Taiwanese Psychological Association Annual Conference (Poster)Computational NeuroscienceAffective Computing
2025.10expand

Using Brain Functional Connectome to Predict Political Attitudes

Chih-Hao Hsu, Feng-Chun Ben Chou, Ting-Ruei Henry Wang, Pin-Hao Andy Chen

Taiwanese Psychological Association Annual Conference (Symposium Talk)Computational NeurosciencePolitical Neuroscience