Huizhi Liang
Scholar

Huizhi Liang

Google Scholar ID: Uk-JeAIAAAAJ
Newcastle University
Data MiningMachine LearningPersonalizationRecommender Systems
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
561
 
H-index
11
 
i10-index
14
 
Publications
20
 
Co-authors
0
 
Publications
19 items
FM-VLA: Force-based Memory for Vision-Language-Action Models in Contact-Rich Manipulation
2026
Cited
0
Hyperbolic Manifold Constrained Tabular Neural Network
2026
Cited
0
NCL-BU at SemEval-2026 Task 3: Fine-tuning XLM-RoBERTa for Multilingual Dimensional Sentiment Regression
2026
Cited
1
HiSpatial: Taming Hierarchical 3D Spatial Understanding in Vision-Language Models
2026
Cited
0
NCL-UoR at SemEval-2026 Task 5: Embedding-Based Methods, Fine-Tuning, and LLMs for Word Sense Plausibility Rating
2026
Cited
0
KGHaluBench: A Knowledge Graph-Based Hallucination Benchmark for Evaluating the Breadth and Depth of LLM Knowledge
2026
Cited
0
Systematic Characterization of Minimal Deep Learning Architectures: A Unified Analysis of Convergence, Pruning, and Quantization
2026
Cited
0
Art2Music: Generating Music for Art Images with Multi-modal Feeling Alignment
2025
Cited
0
Resume
Academic Achievements
  • Publications can be found in ACM Portal, DBLP, Google Scholar, and QUT eprints.
Research Experience
  • - Senior Lecturer at the University of Newcastle (UK), since January 2022
  • - Lecturer at the Department of Computer Science, University of Reading, from November 2017 to December 2021
  • - Research Fellow at LIP6, Pierre et Marie Curie University and French National Center for Scientific Research (CNRS)
  • - Research Fellow at the Department of Computing and Information Systems, University of Melbourne
  • - Research Fellow at the Research School of Computer Science, Australian National University
Background
  • Research interests include Data Mining, Machine Learning, Natural Language Processing, Recommender Systems, and Personalisation.