I am currently pursuing a Bachelor of Engineering in Electronics and Computer Science, with a deep passion for AI research. My primary focus is on the development and application of zero-cost proxies for Neural Architecture Search (NAS), aimed at enhancing the efficiency of existing algorithms of Neural Network Architecture design.My other research centers around the development and application of AI tools in educational setting to enhance learning experiences and educational outcomes. One of my key projects involved developing a large language model (LLM) auto-grader for essays through an email server, a tool designed to provide instant and accurate feedback to students on their writing assignments. My other projects have involved incorporating Item Response Theory based Machine Learning for assessment/scale-development algorithms and application design.
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Software EngineerSserly SoftwarePittsburgh, Pa, Us -
Institute For Imaging, Data And Communications, Ml ResearcherThe University Of Edinburgh Oct 2024 - PresentEdinburgh, Scotland, United Kingdom -
Teaching Assisstant（Tutor/Lab Demonstrator）The University Of Edinburgh Sep 2023 - PresentScotland, United Kingdom- Tutor/Lab Demonstrator of INF2-Software Engineering and Professional Practice- Lab Demonstrator of INF2-Introduction to Algorithms and Data Structures- Lab Demonstrator of INF1B-Object Oriented ProgrammingTasked with hosting weekly tutorial/lab sessions on project mentoring, navigating students as they build software projects, and helping prepare for course exams.
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Cognitive Tools Lab, Research AssisstantStanford University Oct 2024 - PresentAdvied by Professor Judith Fan on designing tasks for data visualization literacy -
Ideal Research Lab, Research InternStanford University Sep 2024 - PresentAdvised by Dr. Karen Wang and Prof. Shima Salehi on a LLM-based socratic problem-solving agent for college-level physics education.
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Domingue Psychometrics Lab, Research AssistantStanford University Jul 2024 - PresentSupervised by Prof. Benjamin Domingue on applied computation in Psychometrics.
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Software DeveloperBytedance Jun 2024 - Sep 2024Beijing, China -
Software Engineer InternTesla May 2023 - Sep 2023Shanghai, China- Developed an innovative dual-path parallel local attention method for Vision Transformers to enhance data efficiency, addressing high dependency on large datasets and extended training times by grouping patches at the feature level and performing local attention within each group to leverage inter-patch relationships and reduce information loss.- Implemented semantic-based and image-based local attention in parallel, enabling bi-directional adaptive learning to improve ViT model performance on small datasets, achieving 97.93% accuracy on CIFAR-10 and 85.80% accuracy on CIFAR-100 with 15.2 GFLOPs and 57.2M parameters.
Arthur Pan Education Details
Frequently Asked Questions about Arthur Pan
What company does Arthur Pan work for?
Arthur Pan works for Sserly Software
What is Arthur Pan's role at the current company?
Arthur Pan's current role is Software Engineer.
What schools did Arthur Pan attend?
Arthur Pan attended 英国爱丁堡大学, Lake Forest Academy.
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Arthur Pan
Raleigh, Nc1gmail.com -
Arthur pan
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