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I am a first-year Master's student in Computer Science at Stanford University. I received my B.A. in Computer Science and Economics from UC Berkeley, where I received the Berkeley EECS Department Citation Award. At Berkeley, I researched on vision and language, advised by Prof. Trevor Darrell, Prof. Joseph E. Gonzalez, and Ph.D. candidate Lisa Dunlap. Previously, I was fortunate to work with Prof. Yixin Wang and Ph.D. candidate Mihaela Curmei on recommendation systems and social networks. |
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I'm broadly interested in computer vision, specifically generative models, vision-and-language multimodalities, and robustness & interpretability. I'm also excited to explore other interesting topics. |
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Lisa Dunlap, Alyssa Umino, Han Zhang, Jiezhi Yang, Joseph E. Gonzalez, Trevor Darrell NeurIPS 2023 website / arXiv / code We introduce ALIA, a method which utilizes large vision and language models to automatically generate natural language descriptions of a dataset's domains and augment the training data via language-guided image editing. |
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Lisa Dunlap, Clara Mohri, Han Zhang, Devin Guillory, Trevor Darrell, Joseph E. Gonzalez, Aditi Raghunathan, Anna Rohrbach ICLR 2023 (Spotlight) website / arXiv / code / blog We propose LADS, a method that learns a transformation of the image embeddings from the training domain to each unseen test domain guided by language, while preserving task relevant information. |
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Han Zhang, Shangen Lu, Yixin Wang, Mihaela Curmei FAccT 2023 arXiv / code We find that link recommendations have surprising delayed and indirect effects on the structural properties of networks through adapting a simulation-based approach and an explicit dynamic formation model. |
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June 2023 - Present Researching on 3D-consistent human body generation using diffusion models and autoencoders. |
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June 2022 - August 2022 Developed and modularized a calculator for a loan product, GS Select, to automatically calculate a key financial metric, risk-weighted asset, on a daily frequency. |
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March 2021 - August 2021 Optimized Tiktok's Android Package size and cold startup time, through developing optimization passes based on Facebook's open-source Android bytecode optimizer ReDex. |
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At UC Berkeley, I was a member of UPE (CS Honor Society), PBK (Academic Honor Society), and AWE (Association of Women in EE&CS). From 2020 to 2021, I served as the Director of the International Affairs Department in ASUC Senator Rex Zhang's office.
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Website template from Jon Barron. Thanks for stopping by :)
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