Zihao Fu
Scholar

Zihao Fu

Google Scholar ID: 64CHB2YAAAAJ
University of Oxford, University of Cambridge, CUHK
Natural Language ProcessingMachine LearningText GenerationLanguage Model
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Citations & Impact
All-time
Citations
665
 
H-index
9
 
i10-index
9
 
Publications
20
 
Co-authors
9
list available
Contact
Emailzihaofu@cuhk.edu.hkCVOpen ↗TwitterOpen ↗GitHubOpen ↗
Publications
8 items
Evaluating the Ability of Explanations to Disambiguate Models in a Rashomon Set
2026
Cited
0
SCALPEL: Selective Capability Ablation via Low-rank Parameter Editing for Large Language Model Interpretability Analysis
2026
Cited
0
OxEnsemble: Fair Ensembles for Low-Data Classification
2025
Cited
0
FairImagen: Post-Processing for Bias Mitigation in Text-to-Image Models
2025
Cited
0
CAST: Compositional Analysis via Spectral Tracking for Understanding Transformer Layer Functions
2025
Cited
0
Multi-use LLM Watermarking and the False Detection Problem
2025
Cited
0
Evaluating Model Explanations without Ground Truth
2025
Cited
0
CLIP-SENet: CLIP-based Semantic Enhancement Network for Vehicle Re-identification
2025
Cited
0
Resume (English only)
Academic Achievements
  • - Publications:
  • * Evaluating Model Explanations without Ground Truth, FAccT 2025
  • * OxonFair: A Flexible Toolkit for Algorithmic Fairness, NeurIPS 2024
  • * BAND: Biomedical Alert News Dataset, AAAI 2024
  • * A Stability Analysis of Fine-Tuning a Pre-Trained Model, PrePrint
  • * Decoder-Only or Encoder-Decoder? Interpreting Language Model as a Regularized Encoder-Decoder, PrePrint
  • * Biomedical Named Entity Recognition via Dictionary-based Synonym Generalization, EMNLP 2023
  • * On the Effectiveness of Parameter-Efficient Fine-Tuning, AAAI 2023
  • * Open Domain Text Generation, PhD Thesis, 2021
  • * A Theoretical Analysis of the Repetition Problem in Text Generation, AAAI 2021
Research Experience
  • - 2024-Present, PostDoc, University of Oxford, Oxford Internet Institute, Advisor: Prof. Chris Russell
  • - 2021-2024, PostDoc, University of Cambridge, Language Technology Lab, Advisor: Prof. Nigel Collier
  • - 2015-2017, Machine Learning Algorithm Engineer, Alibaba Cloud IDST
Education
  • - Ph.D.: 2017-2021, The Chinese University of Hong Kong, Department of Systems Engineering and Engineering Management, Advisor: Prof. Wai Lam
  • - M.E.: 2012-2015, Beihang University, National Laboratory for Aeronautics and Astronautics, Advisor: Prof. Guanghong Gong
  • - B.E.: 2008-2012, Beihang University, School of Automation Science and Electrical Engineering
Background
  • Currently a Research Assistant Professor at The Chinese University of Hong Kong, focusing on large language models and natural language processing, with a particular interest in interdisciplinary studies involving linguistics, psychology, and fairness. Also serving as an Affiliated Lecturer at the Language Technology Lab, University of Cambridge.
Miscellany
  • The group is hiring postdoctoral researchers and research assistants at CUHK and CUHK (Shenzhen). Remote collaboration is also welcome!
Co-authors
9 total
Wai Lam
Wai Lam
The Chinese University of Hong Kong
Nigel Collier
Nigel Collier
Professor of Natural Language Processing, University of Cambridge
Lidong Bing
Lidong Bing
MiroMind, Alibaba DAMO, Tencent, CMU, CUHK
Anthony Man-Cho So
Anthony Man-Cho So
Department of Systems Engineering and Engineering Management, The Chinese University of Hong Kong
Bei Shi
Bei Shi
ByteDance, Tencent AI Lab, CUHK
Zhiyuan Liu
Zhiyuan Liu
Associate Professor, Tsinghua University
Zaiqiao Meng
Zaiqiao Meng
Lecturer at University of Glasgow, Affiliated Lecturer at University of Cambridge
Chris Russell
Chris Russell
Associate Professor, University of Oxford