Publications
Consistent Labeling Across Group Assignments: Variance Reduction in Conditional Average Treatment Effect Estimation
arXiv:2507.04332
Robustness in Text-Centric Multimodal Alignment with Adversarial Prompting
AAAI 2025
Think or Remember? Detecting and Directing LLMs Towards Memorization or Generalization
arXiv:2412.18497
Self-supervised Multimodal Representation Learning for Product Identification and Retrieval
ICONIP 2023
Bayesian Mixture Variational Autoencoders for Multi-Modal Learning
Machine Learning, 111(12): 4329-4357 (2022)
Environment Diversification with Multi-head Neural Network for Invariant Learning
NeurIPS 2022
Explainable and Sparse Representations of Academic Articles for Knowledge Exploration
COLING 2020
Explaining Word Embeddings via Disentangled Representation
IJCNLP/AACL 2020
Word Relation Autoencoder for Unseen Hypernym Extraction Using Word Embeddings
EMNLP 2018
A Cross-Domain Recommender System Based on Common-Sense Knowledge Bases
TAAI 2017