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Education

Fudan University, Ph.D. in Electronic Information Engineering - AI Track, 2026.09 - 2030.06 (Expected)

  • Research on LLM-based multi-agent systems, social simulation, and visual analytics.
  • Supervisor: Prof. Siming Chen

Fudan University, M.Eng. in Computer Technology, 2022.09 - 2025.06

Beijing Jiaotong University, B.Eng. in Computer Science and Technology, 2018.09 - 2022.06

Selected Research Projects

ChoiceVerse: Visual Analytics of Competitive College Choice Behavior via Multi-Agent What-If Simulation FDU-VIS Lab, Fudan University 2025.09 - Present

  • Built a multi-agent what-if visual analytics system for exploring how public signals reshape collective competition in centralized college admissions (Gaokao).
  • Conducted empirical analysis of survey data from 300+ recent college entrants to characterize heterogeneous college-choice behavior and decision factors.
  • Designed a two-tier agent framework combining rule-based agents with LLM-driven agents to simulate heterogeneous decision-making under finite-capacity constraints.
  • Developed three coordinated visual analytics views spanning competitive positioning, group-level reallocation, and stage-aligned individual reasoning comparison.
  • Produced two project outputs: a visual analytics paper under review at IEEE Transactions on Visualization and Computer Graphics (first author), and a co-authored empirical conference abstract accepted for oral presentation at the HERA 2026 Young Scholars and Doctoral Students Forum (led the empirical analysis).

Large-Scale Social Simulation with LLM Agents Industry Collaboration Research Project, Fudan University 2025.09 - Present

  • Conducted research on large-scale social media simulation with approximately 5,000 LLM agents mapped one-to-one to real users, modeling information diffusion and collective behavior over social interaction networks.
  • Designed simulation mechanisms for event-driven agent activation and network-based information propagation, supporting asynchronous responses to evolving real-world information.
  • Contributed to role-conditioned cognitive modeling and event-aware memory mechanisms for heterogeneous and temporally coherent agent behavior, with ongoing extension to additional social media platforms.
  • Led the design of experimental protocols for systematic evaluation under controlled simulation scenarios.

Human-in-the-Loop Segmentation and SAM-Based Bronchial Annotation System Shanghai Municipal Science and Technology Commission Project 2022.09 - 2024.09

  • Improved SAM variants for fine-grained bronchial segmentation with interactive sparse-click workflow.
  • Implemented preoperative annotation and intraoperative monocular depth estimation subsystems.
  • Delivered one patent; supported deployment in bronchoscopic surgical robotics.

Work & Internship Experience

Research Assistant, FDU-VIS Lab, School of Data Science, Fudan University 2025.09 - 2026.08

  • Led the ChoiceVerse project on multi-agent what-if simulation and visual analytics for competitive reasoning in centralized allocation settings.
  • Conducted research on large-scale LLM-based social simulation in an industry collaboration project.
  • Facilitated interdisciplinary collaboration between the School of Data Science and the Institute of Higher Education at Fudan University.

Algorithm Intern, Shanghai MicroPort MedBot (Group) Co., Ltd. 2023.09 - 2024.05

  • Fine-tuned ZoeDepth for real-time monocular depth estimation in bronchoscopic surgical navigation.
  • Built coronary artery segmentation with nnUNet for surgical map construction (Dice: 86%).

Academic Service

Skills

  • English: CET-6: 584 (Reading: 243/249)
  • LLM Technologies: Transformers, LangChain, LLM deployment and optimization
  • Programming: Python, C++, LLM API integration and optimization
  • Deep Learning: PyTorch, NumPy, Pandas, OpenCV
  • Tools: Git, Shell, Linux, LaTeX, Figma

Academic & Interdisciplinary Engagement

  • Moderator, Data Science Distinguished Doctoral Student Forum, Fudan University 121st Anniversary, 2026.05.29
  • Moderator, Lecture: Humanities and Social Sciences Meet Artificial Intelligence: An Introduction to Computational Social Science, Fudan General Education Center / Fudan Liberal Arts Society, 2025.04.15
  • Moderator, Lecture: ChatGPT Technology and Development, Fudan General Education Center / Fudan Liberal Arts Society, 2023.03.02