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➤ I am a Master's student at University of California, Los Angeles (UCLA). ➤ I am currently working in PLUS Lab and UCLA NLP Lab in the Computer Science Department at UCLA, advised by Prof. Nanyun (Violet) Peng. It is a privilege to work with many supportive and talented people in the lab. ➤ My research interests lie in LLMs, Retrieval-Augmented LMs, LVLMs. |
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Publications
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BRIEF-PRO: Universal Context Compression with Short-to-Long Synthesis for Fast and Accurate Multi-Hop Reasoning
Jia-Chen Gu*, Junyi Zhang*(equal contribution), Di Wu, Yuankai Li, Kai-Wei Chang, Nanyun Peng
[paper] | [code] | [project page] | [hugging face data] | [model]
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TemMed-Bench: Evaluating Temporal Medical Image Reasoning in Vision-Language Models
Junyi Zhang, Jia-Chen Gu, Wenbo Hu, Yu Zhou, Robinson Piramuthu, Nanyun Peng
[paper] | [code] | [project page] | [hugging face data]
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SAN: Structure-Aware Network for Complex and Long-Tailed Chinese Text Recognition
Junyi Zhang, Chang Liu, Chun Yang
[paper] | [code]
Research Experience
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University of California, Los Angeles
PLUS Lab, advised by Prof. Nanyun Peng.
■ Related fields: LLMs, Retrieval-Augmented LMs, LVLMs -
Institute of Automation, Chinese Academy of Science
National Laboratory of Pattern Recognition, advised by Prof. Shu Wu and Prof. Qiang Liu.
■ Related fields: AI4Science, Data Mining, Diffusion Model -
University of Science and Technology Beijing
Pattern Recognition Lab, advised by Prof. Xucheng Yin and Prof. Chun Yang.
■ Related fields: Optical Character Recognition (OCR), CV, NLP
Education
- MS, Electrical and Computer Engineering, University of California, Los Angeles, 2024–2026 (expected)
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BS, Computer Science, University of Science and Technology Beijing, 2020–2024
Awards
Scholarships
- National Scholarship of China (Awarded to 0.2% of students nationwide)
- Champion's Scholarship (Top 1 in CS department)
- University-Level First-Class Scholarship
Competition Awards
- National AI Board Game Tournament, National 2nd Prize
- MCM/ICM, Honorable Mention
- National Undergraduate Physics Competition, 1st Prize, Beijing Physics Society
- National Undergraduate Mathematics Competition, 1st Prize, Beijing Mathematics Society
Based on this website.