Computer Sciences
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Resolution Matters: An Effective Approach to Anomaly Detection
(2025)Unsupervised anomaly detection has been profoundly impacted by the advent of large-scale Vision Foundation Models (VFMs). The prevailing paradigm leverages features from a pre-trained encoder, where anomalies manifest as ... -
Interactive Robotics in Education: Designing and Evaluating Adaptive Visual and Speech Interfaces
(2025)This study explores the design and development of two adaptive interfaces—Visual and Speech Dialogue—for educational robots, guided by the CAM (Capability, Availability, Motivation) framework. Aiming to enhance parent-robot-child ... -
Brain VR
(2025)For my Senior Thesis, I developed a VR model of the human brain in Unity, enabling users to explore brain anatomy in an immersive, interactive lab setting. The model features 141 interactive components, allowing users to ... -
Layer-Guided Latent Reasoning: Exploring Targeted Manipulation of Processing Regions in LLMs
(2025)Layer-Guided Latent Reasoning (LGLR) is a study that explores whether adjusting just a few layers in a transformer model can achieve the benefits of recent reasoning techniques—like Coconut—without the high computational ... -
Storypair: Supporting Co-Reading in Bilingual Immigrant Families through Generative Language
(2025)Reading is an essential yet challenging skill in child education, particularly for immigrant families navigating bilingual environments. This study explores how generative language models (LLMs) can enhance parent-child ... -
LIBIHT: A Hardware-Based Approach to Efficient and Evasion-Resistant Dynamic Binary Analysis
(2025)Dynamic program analysis is invaluable for malware detection, debugging, and performance profiling. However, software-based instrumentation incurs high overhead and can be evaded by anti-analysis techniques. In this paper, ... -
Unveiling Bias in Multimodal Models
(2025)Vision Language Models (VLMs) have significantly advanced multimodal understanding by effectively combining visual and textual modalities for various applications, including image captioning, visual question answering, and ...
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