Wenwen Zhuang

Wenwen Zhuang

Graduate student at Institute of Automation, Chinese Academy of Sciences

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Hi! I’m Wenwen Zhuang, a second-year master’s student at the Institute of Automation, Chinese Academy of Sciences. Prior to this, I received my bachelor’s degree in computer science from Central South University in June 2023. Previously, I was a research intern at Microsoft Research Asia and ByteDance. My current research interests include natural language processing and multimodal large language models, with a particular focus on reasoning in MLLMs.

Education

  • Sep. 2023 - Jun. 2026 (Expected) M.Sc., Institute of Automation, Chinese Academy of Sciences, Beijing, China.

  • Sep.2019 - Jun. 2023 B.Sc., School of Computer Science, Central South University, Hunan province, China.
    Weighted Average Score: 94.12/100, Rank: 1/223

Publications

  • [AAAI 2025] Math-PUMA: Progressive Upward Multimodal Alignment to Enhance Mathematical Reasoning [code] [paper]
    Wenwen Zhuang*, Xin Huang*, Xiantao Zhang*, Jin Zeng

  • [ICLR 2024] ImagenHub: Standardizing the evaluation of conditional image generation models [website] [code] [paper] [twitter]
    Max Ku, Tianle Li, Kai Zhang, Yujie Lu, Xingyu Fu, Wenwen Zhuang, Wenhu Chen
  • [NeurIPS 2023] A Comprehensive Study on Text-attributed Graphs: Benchmarking and Rethinking [code][paper]
    Hao Yan, Chaozhuo Li, Ruosong Long, Chao Yan, Jianan Zhao, Wenwen Zhuang, Jun Yin, Peiyan Zhang, Weihao Han, Hao Sun, Weiwei Deng, Qi Zhang, Lichao Sun, Xing Xie, Senzhang Wang

Experience

  • (Nov. 2023 - Aug. 2024) Algorithm Intern, Gauthmath, ByteDance, Beijing, China.
    Mentor: Jin Zeng
    Working on mathematical reasoning in multimodal large language models

  • (Feb. 2023 - Jun. 2023) Research Intern, Social Computing Group, Microsoft Research Asia, Beijing, China.
    Mentor: Chaozhuo Li
    Working on representation learning on Text-attributed graphs (TAGs) [slides]

Honors & Awards

  • Stars of Tomorrow Internship Program, Microsoft, 2023
  • Outstanding Graduate, Hunan Province, 2023
  • National Scholarship (top 1%), Ministry of Education, China, 2022
  • National Scholarship (top 1%), Ministry of Education, China, 2021
  • National Scholarship (top 1%), Ministry of Education, China, 2020