Hui Liu

Towards Explainable NLP: A Generative Explanation Framework for Text Classification

Hui Liu, Qingyu Yin, William Yang Wang · 2019 · 145 citations · Full text

Structured Prediction, Engineering, Machine Learning +19

Exploring the Potential of Large Language Models (LLMs)in Learning on Graphs

Zhikai Chen, Haitao Mao, Hang Li et al. · ACM SIGKDD Explorations Newsletter · 2024 · 135 citations

Structured Prediction, Graph Representation Learning, Machine Learning +20

DEAR: Deep Reinforcement Learning for Online Advertising Impression in Recommender Systems

Xiangyu Zhao, Changsheng Gu, Haoshenglun Zhang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 106 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

Towards Robust Graph Neural Networks for Noisy Graphs with Sparse Labels

Enyan Dai, Wei Jin, Hui Liu et al. · Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining · 2022 · 87 citations

Geometric Learning, Graph Sparsity, Engineering +16

Attacking Black-box Recommendations via Copying Cross-domain User Profiles

Wenqi Fan, Tyler Derr, Xiangyu Zhao et al. · 2021 · 72 citations

Artificial Intelligence, Engineering, Machine Learning +16