Hao Wang

Expert
@js05212

Associate Professor of Machine Learning at UIUC. Previously Assistant Professor in Rutgers CS and Postdoc in MIT CSAIL.

BayesianDeepLearning-Survey. Bayesian Deep Learning: A Survey

523

CDL. Official Code for 'Collaborative Deep Learning for Recommender Systems' - SIGKDD (KDD 2025 Test of Time Award)

73

MXNet-for-CDL. Official MXNet code for 'Collaborative Deep Learning for Recommender Systems' - SIGKDD

53

citeulike-a. Dataset citeulike-a for 'Collaborative Topic Regression with Social Regularization' (CTRSR)

47

citeulike-t. Dataset citeulike-t for 'Collaborative Topic Regression with Social Regularization' (CTRSR)

18

CollaborativeDeepLearning-TensorFlow. Officially unofficial TensorFlow code for 'Collaborative Deep Learning for Recommender Systems' - SIGKDD

16

PyTorch-for-NPN. Officially unofficial PyTorch code for the NIPS paper 'Natural-Parameter Networks: A Class of Probabilistic Neural Networks'

11

RDL. Code for 'Relational Deep Learning: A Deep Latent Variable Model for Link Prediction' - AAAI

6

NPN. Code for the NIPS paper 'Natural-Parameter Networks: A Class of Probabilistic Neural Networks'

5

bidirectional-inference-network. Python

3

interpretable-foundation-models. [ICML 2024] Probabilistic Conceptual Explainers (PACE): Trustworthy Conceptual Explanations for Vision Foundation Models

1
11
Apply