CV

Shi Yufei

yufei005@e.ntu.edu.sg
Singapore, , US

Summary

Currently employed at Nanyang Technological University. Ph.D. Student from NTU, interested in Video LLM and Medical AI

Education

  • Ph.D in Version Control Theory
    2018
    GitHub University
  • M.S. in Jekyll
    2014
    GitHub University
  • B.S. in GitHub
    2012
    GitHub University

Publications

  • One Sentence, One Drama: Personalized Short-Form Drama Generation via Multi-Agent Systems
    2026
    Under Review
    A multi-agent system for single-sentence to short-drama generation with pacing, narrative coherence, and 3D consistency.
  • 4DPC^2hat: Towards Dynamic Point Cloud Understanding with Failure-Aware Bootstrapping
    2026
    ICML
    A failure-aware framework that helps multimodal large language models understand dynamic point cloud sequences.
  • RIHA: Report-Image Hierarchical Alignment for Radiology Report Generation
    2026
    IEEE JBHI
    A hierarchical alignment framework for radiology report generation that aligns visual and textual features across paragraph, sentence, and word levels.
  • SciEducator: Scientific Video Understanding and Educating via Deming-Cycle Multi-Agent System
    2026
    CVPR
    The first multi-agent system for scientific video understanding and education.
  • PVChat: Personalized Video Chat with One-Shot Learning
    2025
  • ColonNeRF: Neural Radiance Fields for High-Fidelity Long-Sequence Colonoscopy Reconstruction
    2025
    Neurocomputing
  • Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation
    2023

Presentations

  • Talk 1 on Relevant Topic in Your Field
    2012
    UC San Francisco, Department of Testing
    San Francisco, CA, USA
  • Tutorial 1 on Relevant Topic in Your Field
    2013
    UC-Berkeley Institute for Testing Science
    Berkeley, CA, USA
  • Talk 2 on Relevant Topic in Your Field
    2014
    London School of Testing
    London, UK
  • Conference Proceeding talk 3 on Relevant Topic in Your Field
    2014
    Testing Institute of America 2014 Annual Conference
    Los Angeles, CA, USA

Teaching

  • Teaching experience 1
    2014
    University 1, Department
    Role: Undergraduate course
  • Teaching experience 2
    2015
    University 1, Department
    Role: Workshop

Portfolio

  • Portfolio item number 1
    Portfolio
    Short description of portfolio item number 1