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Jie Yang
Lecturer (Assistant Professor)
University of Wollongong
jiey (at) uow.edu.au
Selected Publications
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Model Robustness
DENOTER: Dual cascadEd iNformatiOn filTERing for robust sequential recommendation
Pattern Recognition (journal)
2026
Fair Graph Learning with Limited Sensitive Attribute Information
AAAI (conference, core: A*)
2026
Defensive Dual Masking for Robust Adversarial Defense
Computational Linguistics (journal, core: A*)
2025
SCAD: Subspace Clustering based Adversarial Detector
WSDM (conference, core: A)
2024
[MASK] Insertion: a robust method for anti-adversarial attacks
EACL (conference, core: A)
2023
LLM Reasoning
FLAIR: Steering LLM Mathematical Problem Solving based on A Fuzzy-Logic-AssIsted Reasoner
ACL (conference, core: A*)
2026
Masking the Unknown: Leveraging Masked Samples for Enhanced Data Augmentation
UAI (conference, core: A)
2024
ConClue: Conditional Clue Extraction for Multiple Choice Question Answering
ICDAR (conference, core: A)
2024
Extractive Question Answering with Contrastive Puzzles and Reweighted Clues
ICDAR (conference, core: A)
2024
Towards Robust Token Embeddings for Extractive Question Answering
WISE (conference, core: A)
2023
Seeing the wood for the trees: a contrastive regularization method for the low-resource knowledge base question answering
NAACL (conference, core: A)
2022
Multimodal Learning
SnaPhArd Contrast Learning
ICLR (conference, core: A*)
2026
Spatio-Temporal Joint Density Driven Learning for Skeleton-Based Action Recognition
IEEE Transactions on Biometrics, Behavior, and Identity Science (journal)
2025
Asynchronous Joint-based Temporal Pooling for Skeleton-based Action Recognition
IEEE Transactions on Circuits and Systems for Video Technology (journal)
2024
An attention-based CNN for automatic whole-body postural assessment
Expert Systems with Applications (journal)
2024
NLP Applications
MACRec: A Multi-View Subspace Alignment Framework for Contrastive Sampling Calibration in Recommendation
AAAI (conference, core: A*)
2026
Low-rank and sparse representation based learning for cancer survivability prediction
Information Sciences (journal)
2022
Sparse fuzzy classification for profiling online users and relevant user-generated content
Expert Systems with Applications (journal)
2022
Usage profiling from mobile applications: A case study of online activity for Australian primary schools
Knowledge-Based Systems (journal)
2020
Characteristics of Chinese online movie reviews and opinion leadership identification
IJHCI (journal)
2020