Zheng Wen

Senior Research Scientist

BigData Experience Lab, San Jose

Zheng Wen is currently a research scientist at Big Data Experience Lab, Adobe Research. His current research focuses on machine learning, operations research, and big data.

Before joining Adobe Research, he was a research scientist in Advertising Science Team, Yahoo Labs. Prior to that, he received a Ph.D. in Electrical Engineering from Stanford University. He also holds a Ph.D. minor in business/finance fromĀ Stanford Graduate School of Business. He is a member of ACM, INFORMS and IEEE.

Zheng Wen’s personal website can be found here.

My Publications

Scalar Posterior Sampling with Applications

Theocharous, G., Wen, Z., Abbasi-Yadkori, Y., Vlassis, N. (Dec. 3, 2018)
Neural Information Processing Systems (NIPS 2018)

Offline Evaluation of Ranking Policies with Click Models

Li, S., Abbasi-Yadkori, Y., Kveton, B., Muthukrishnan, S., Vinay, V., Wen, Z. (Aug. 19, 2018)
ACM International Conference on Knowledge Discovery & Data Mining (KDD)

Bernoulli Rank-1 Bandits for Click Feedback

Katariya, S., Kveton, B., Szepesvari, C., Vernade, C., Wen, Z. (Aug. 19, 2017)
Proceedings of 26th International Joint Conference on Artificial Intelligence (IJCAI)

Model-Independent Online Learning for Influence Maximization

Vaswani, S., Kveton, B., Wen, Z., Ghavamzadeh, M., Lakshmanan, L., Schmidt, M. (Aug. 6, 2017)
Proceedings of International Conference on Machine Learning (ICML) 2017

Online Learning to Rank in Stochastic Click Models

Zoghi, M., Tunys, T., Ghavamzadeh, M., Kveton, B., Szepesvari, C., Wen, Z. (Aug. 6, 2017)
Proceedings of International Conference on Machine Learning (ICML) 2017

Get to the Bottom: Causal Analysis for User Modeling

Zong, S., Kveton, B., Berkovsky, S., Ashkan, A., Wen, Z. (Jul. 9, 2017)
Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization (UMAP)

Stochastic Rank-1 Bandits

Katariya, S., Kveton, B., Szepesvari, C., Vernade, C., Wen, Z. (Apr. 20, 2017)
20th International Conference on Artificial Intelligence and Statistics

Does Weather Matter? Causal Analysis of TV Logs

Zong, S., Kveton, B., Berkovsky, S., Ashkan, A., Vlassis, N., Wen, Z. (Apr. 3, 2017)
26th International World Wide Web Conference

An Interactive Points of Interest Guidance System

Theocharous, G., Vlassis, N., Wen, Z. (Mar. 13, 2017)
Proceedings of the 22nd International Conference on Intelligent User Interfaces