Publications

You Lu, and Bert Huang. Woodbury Transformations for Deep Generative Flows. Advances in Neural Information Processing Systems (NeurIPS), 2020. [code]
(initial version in the ICML 2020 INNF+ Workshop)

You Lu, and Bert Huang. Structured Output Learning with Conditional Generative Flows. AAAI Conference on Artificial Intelligence (AAAI), 2020. [code]
(initial version in the ICML 2019 INNF+ Workshop)

You Lu, Zhiyuan Liu, and Bert Huang. Block Belief Propagation for Parameter Learning in Markov Random Fields. AAAI Conference on Artificial Intelligence (AAAI), 2019.

You Lu, Jeffrey Lund, and Jordan Boyd-Graber. Why ADAGRAD Fails for Online Topic Modeling. Conference on Empirical Methods in Natural Language Processing (EMNLP), 2017.

Ximing Li, Jihong Ouyang, You Lu, Xiaotang Zhou, and Tian Tian. Group topic model:organizing topics into groups. Information Retrieval Journal, 2015.

Ximing Li, Jihong Ouyang, and You Lu. Topic modeling for large-scale text data. Frontiers of Information Technology & Electronic Engineering, 2015.

Ximing Li, Jihong Ouyang, Xiaotang Zhou, You Lu, and Yanhui Liu. Supervised labeled latent Dirichlet allocation for document categorization. Applied Intelligence, 2015.

Jihong Ouyang, You Lu, and Ximing Li. Momentum online LDA for large-scale datasets. European Conference on Artificial Intelligence (ECAI), 2014.