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