Bio

This is the biography of Zihao Zhu. You can download the PDF version by clicking the button.

General Information

Full Name Zihao Zhu （朱梓豪）
Email zihaozhu@link.cuhk.edu.cn
Address 2001 Longxiang Road, Shenzhen, China
Homepage https://zihao-ai.github.io
Google Scholar Link

Education

  • 2021.09 - Present
    Ph.D. of Data Science
    The Chinese University of Hong Kong, Shenzhen
    • School of Data Science
    • Advisor: Baoyuan Wu
  • 2018.09 - 2021.06
    Master of Science in Engineering
    University of Chinese Academy of Sciences
    • Institute of Information Engineering
    • Advisor: Yue Hu, Jing Yu
  • 2014.09 - 2018.06
    Bachelor of Engineering
    China University of Mining and Technology
    • School of Computer Science and Technology

Experience

  • 2024.03 - Present
    Research Intern
    Tencent AI Lab, Shenzhen, China
  • 2021.06 - 2024.01
    Research Assistant
    Shenzhen Research Institute of Big Data, Shenzhen, China
    • Secure Computing Lab of Big Data

Publications

  • Journal Papers
    • Cross-Modal Knowledge Reasoning for Knowledge-based Visual Question Answering (Pattern Recognition, 2020)
  • Conference Papers
    • VDC: Versatile Data Cleanser for Detecting Dirty Samples via Visual-Linguistic Inconsistency (ICLR 2024)
    • Learning to Optimize Permutation Flow Shop Scheduling via Graph-based Imitation Learning (AAAI 2024)
    • BackdoorBench: A Comprehensive Benchmark of Backdoor Learning (NeurIPS 2022)
    • From Shallow to Deep: Compositional Reasoning over Graphs for Visual Question Answering (ICASSP 2022)
    • MCR-NET: A Multi-Step Co-Interactive Relation Network for Unanswerable Questions on Machine Reading Comprehension (ICASSP 2021)
    • Mucko: Multi-Layer Cross-Modal Knowledge Reasoning for Fact-based Visual Question Answering (IJCAI 2020)
    • DAM: Deliberation, Abandon and Memory Networks for Generating Detailed and Non-repetitive Responses (IJCAI 2020)

Academic Service

  • Reviewer: AAAI 2020, NeurIPS 2023, CVPR 2024, NeurIPS 2024

Teaching

  • 2022 Spring
    Teaching Assistant
    MFE5260 Data Sciences in Financial Engineering
  • 2021 Fall
    Teaching Assistant
    DDA6309 Probabilistic Graphical Models

Honors and Awards

  • 2021
    • AIRS Talent of PhD Research Program
  • 2020
    • University of Chinese Academy of Sciences Merit Student
  • 2018
    • Outstanding Undergraduate Thesis Award
  • 2016 & 2015
    • The First Prize Scholarship of CUMT

Research Interests

  • Large Language Models
    • Data Quality
    • Jailbreak
    • Chain-of-Thought
  • AI Security & Privacy
    • Backdoor Attack & Defense
    • Adversarial Attack & Defense
    • Model Inversion
    • Membership Inference