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Xiaoxuan (Mandy) Wang
PhD student
Department of Computer Science, University of California Los Angeles.
I am currently a third-year Ph.D. student in Computer Science at University of California, Los Angeles (UCLA),
where I have the privilege of being advised by Prof.
Wei Wang and collaborating closely with
Prof. Yizhou Sun.
My research interests focus on post-training for Large Language Models and Machine Reasoning.
I earned my bachelor's degree in Computer Science from the University of Illinois at Urbana-Champaign (UIUC) in May 2022
Email: xw27 [at] cs [dot] ucla [dot] edu
[ Email /
LinkedIn /
Google Scholar /
CV ]
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Education
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Ph.D. Student in Computer Science
University of California, Los Angeles (UCLA), U.S.
Sep 2022 - Present
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Bachelor in Computer Science
University of Illinois Urbana-Champaign
Aug 2018 - May 2022
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Publications
(* denotes equal contribution.)
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SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of LLM
ICML, 2024.
Xiaoxuan Wang*, Ziniu Hu*, Pan Lu*, Yanqiao Zhu*, Jieyu Zhang, ...
[Paper]
[Code]
[Website]
[Media Coverage]
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Memorize and Rank: Elevating LLMs for Clinical Diagnosis Prediction
AAAI, 2025 & NeurIPS GenAI4Health, 2024.
Mingyu Derek Ma, Xiaoxuan Wang, Yijia Xiao, ...
[Paper]
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CliBench: A Multifaceted and Multigranular Evaluation of LLMs for Clinical Decision Making
Mingyu Derek Ma, Chenchen Ye, Yu Yan, Xiaoxuan Wang, ...
[Paper]
[Code]
[Website]
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STAR: Improving Low-Resource Information Extraction ...
AAAI, 2023.
Mingyu Derek Ma, Xiaoxuan Wang, Po-Nien Kung, ...
[Paper]
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Learning under Label Proportions for Text Classification
EMNLP Findings, 2023.
Jatin Chauhan, Xiaoxuan Wang, Wei Wang
[Paper]
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Seamless Equal Accuracy Ratio for Inclusive CTC Speech Recognition
Speech Communication, 2022.
Heting Gao, Xiaoxuan Wang, Sunghun Kang, ...
[Paper]
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Teaching
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Fall 2023: Teaching Assistant CS245 Big Data Analytics @UCLA
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Spring 2022: Course Assistant CS446 Machine Learning @UIUC
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Intern Experience
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Summer 2024: Applied Scientist Intern @Amazon AWS
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