Lizhen Qu
Monash University(AU)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Speech and dialogue systems, Adversarial Robustness in Machine Learning
Most-Cited Works
- → Making Deep Neural Networks Robust to Label Noise: A Loss Correction Approach(2017)1,416 cited
- The Bag-of-Opinions Method for Review Rating Prediction from Sparse Text Patterns(2010)
- → Timely YAGO(2010)94 cited
- → Harvesting facts from textual web sources by constrained label propagation(2011)79 cited
- → CD-VulD: Cross-Domain Vulnerability Discovery Based on Deep Domain Adaptation(2020)79 cited
- → Automatic Generation of Grounded Visual Questions(2017)71 cited
- → FedPETuning: When Federated Learning Meets the Parameter-Efficient Tuning Methods of Pre-trained Language Models(2023)65 cited
- → Neighborhood Mixture Model for Knowledge Base Completion(2016)48 cited
- → Easy-to-Deploy API Extraction by Multi-Level Feature Embedding and Transfer Learning(2019)44 cited