Biography

Hello! I am a third-year MSc student at University of Electronic Science and Technology of China (UESTC). I conduct research at Laboratory of Intelligent Collaborative Computing, under the supervision of Prof. Jie Lin.

My primary research interests include Deep Learning and Artificial Intelligence, mainly focusing on LLM (Large Language Model), AGI (Artificial General Intelligence) and CV (Computer Vision).

Research Area

• LLM and LLM-based Agent (e.g., Transformers with memory)
• Computer Vision (e.g., Vit with memory)
• Multimodal (e.g., CLIP and DALL·E)
• Artificial Intelligence and its Applications (e.g., Medical Images)

Publications

• A Framework for Inference Inspired by Human Memory Mechanisms.

  Xiangyu Zeng, Jie Lin*, Piao Hu, Ruizheng Huang, Zhicheng Zhang

  International Conference on Learning Representations (ICLR), 2024.

  [PDF] [CODE]

• SDMTR: A Brain-inspired Transformer for Relation Inference.

  Xiangyu Zeng, Jie Lin*, Piao Hu, Zhihao Li, Tianxi Huang

  Artificial Intelligence and Statistics (AISTATS), 2024.

  [PDF] [CODE]

• Intelligent Inspection Guidance of Urethral Endoscopy Based on SLAM with Blood Vessel Attentional Features.

  Jie Lin*, Xiangyu Zeng, Yulong Pan, Shangqing Ren, Yige Bao

  Cognitive Computation, 2024.

  [PDF] [CODE]

• Time Series Classification Based on Multi-Dimensional Feature Fusion.

  Shuo Quan, Mengyu Sun*, Xiangyu Zeng, Xuliang Wang, Zeya Zhu

  IEEE Access, 2023.

  [PDF]

Patents

• Jie Lin, Xiangyu Zeng, Piao Hu, Yulong Liang, Yi Bai, “A Comprehensive Evaluation Method for Enterprise Database Systems”, Chinese Patent CN202310448064.7, 2023.
• Jie Lin, Xinyu Xiao, Yulong Liang, Yi Bai, Xiangyu Zeng, Yong Wang, “A Method for Predicting Positive Margins of Prostate Cancer Based on 3D Feature Computation”, Chinese Patent CN202310029875.3, 2023.

Honors and Awards

• National encouragement scholarship, 11-2019
• Excellent student cadre of the CDUT, 10-2020
• Grade A certificate of comprehensive performance conferred by Sichuan Province, 07-2021
• National encouragement scholarship, 11-2021
• Outstanding graduate of the CDUT, 06-2022
• Outstanding Graduate Student of the UESTC, 11-2023
• Outstanding Student of the Laboratory of Intelligent Collaborative Computing at the UESTC, 12-2023
• Academic Young Achievers of the UESTC, 03-2024
• Excellent Student Cadre of the UESTC,04-2024
• Outstanding Graduate Student of the UESTC, 05-2024
• Outstanding party member of the UESTC, 07-2024

Internship Experience

• 06.2022-12.2022: China Telecom Research Institute, Beijing, China

Leadership Experience

• Deputy squad leader, 09.2018-06.2022
• President of the computer science and technology association, 06.2021-06.2022
• Deputy director of the practice department, party affairs center, 09.2022-09.2023
• Party branch secretary, 06.2023-06.2024
• Youth League Branch Secretary, 09.2022-06.2025

Academic Activities

• Poster Present at ICLR’2024, Vienna, 05.2024
• Poster Present at AISTATS’2024, Valencia, 05.2024
• Reviewer for ICLR'2025, 2025