Xiaoxuan Wang (PhD student at UCLA)

[ Short Bio, Publications, Education,Teaching ]


Xiaoxuan Wang

Xiaoxuan(Mandy) Wang

PhD student,
Scalable Analytics Institute (ScAi),
Department of Computer Science,
University of California, Los Angeles.

3551 Boelter Hall,
580 Portola Plaza,
Los Angeles, CA 90095

Email: xw27 [at] cs [dot] ucla [dot] edu

[ Email, LinkedIn, Google Scholar, CV ]

UCLA
UCLA-CS


Short Bio

I am currently a third-year PhD student in Computer Science at UCLA, where I am fortunate to be advised by Prof. Wei Wang and I work closely with Prof. Yizhou Sun. My research interests lie in Large Language Model for Science and Machine Reasoning. I obtained my bachelor's degree in Computer Science from the UIUC in May 2022.


Publications

(* denotes equal contribution.)

prl SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Model
Xiaoxuan Wang*, Ziniu Hu*, Pan Lu*, Yanqiao Zhu*, Jieyu Zhang, Satyen Subramaniam, Arjun R. Loomba, Shichang Zhang, Yizhou Sun, Wei Wang
ICML, 2024.
Media Covered by Nature News Feature

[Paper] [Code] [Website] [Media Coverage]
prl Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction
Mingyu Derek Ma, Xiaoxuan Wang, Yijia Xiao, Anthony Cuturrufo, Vijay S Nori, Eran Halperin, Wei Wang
NeurIPS GenAI4Health, 2024 and AAAI Spring Symposium, 2024.

[Paper]
prl CliBench: A Multifaceted and Multigranular Evaluation of Large Language Models for Clinical Decision Making
Mingyu Derek Ma, Chenchen Ye, Yu Yan,Xiaoxuan Wang, Peipei Ping, Timothy S Chang, Wei Wang

[Paper] [Code] [Website]
prl STAR: Improving Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models
Mingyu Derek Ma, Xiaoxuan Wang, Po-Nien Kung, P. Jeffrey Brantingham, Nanyun Peng, Wei Wang
AAAI, 2023.

[Paper]
prl Learning under Label Proportions for Text Classification
Jatin Chauhan, Xiaoxuan Wang, Wei Wang
EMNLP Findings, 2023.

[Paper]
prl Seamless Equal Accuracy Ratio for Inclusive CTC Speech Recognition
Heting Gao, Xiaoxuan Wang, Sunghun Kang, Rusty Mina, Dias Issa, John Harvill, Leda Sarı, Mark Hasegawa-Johnson, Chang D. Yoo
Speech Communication, 2022.

[Paper]


Education

  • PhD. Student in Computer Science
    University of California, Los Angeles (UCLA), U.S.
    Sep 2022 - Present


  • Bachelor in Computer Science
    University of Illinois Urbana Champaign
    Aug 2018 - May 2022


Teaching

  • Fall 2023: Teaching Assistant CS245 Big Data Analytics@UCLA

  • Spring 2022: Course Assistant CS446 Machine Learning @UIUC



Other Links:[ Email, LinkedIn, Google Scholar, CV ]
Last Updated: Dec 2023.