| 2020 | AISTATS | On Minimax Optimality of GANs for Robust Mean Estimation. | Kaiwen Wu, Gavin Weiguang Ding, Ruitong Huang, Yaoliang Yu |
| 2020 | ICLR | MMA Training: Direct Input Space Margin Maximization through Adversarial Training. | Gavin Weiguang Ding, Yash Sharma, Kry Yik Chau Lui, Ruitong Huang |
| 2019 | CVPR | On the Sensitivity of Adversarial Robustness to Input Data Distributions. | Gavin Weiguang Ding, Kry Yik Chau Lui, Xiaomeng Jin, Luyu Wang, Ruitong Huang |
| 2019 | ICLR | On the Sensitivity of Adversarial Robustness to Input Data Distributions. | Gavin Weiguang Ding, Kry Yik Chau Lui, Xiaomeng Jin, Luyu Wang, Ruitong Huang |
| 2019 | IJCAI | On Principled Entropy Exploration in Policy Optimization. | Jincheng Mei, Chenjun Xiao, Ruitong Huang, Dale Schuurmans, Martin Mller |
| 2018 | ICLR | Improving GAN Training via Binarized Representation Entropy (BRE) Regularization. | Yanshuai Cao, Gavin Weiguang Ding, Kry Yik-Chau Lui, Ruitong Huang |
| 2017 | ALT | Structured Best Arm Identification with Fixed Confidence. | Ruitong Huang, Mohammad M. Ajallooeian, Csaba Szepesvri, Martin Mller |
| 2016 | Interspeech | Anchored Speech Detection. | Roland Maas, Sree Hari Krishnan Parthasarathi, Brian John King, Ruitong Huang, Bjrn Hoffmeister |
| 2015 | ICML | Deterministic Independent Component Analysis. | Ruitong Huang, Andrs Gyrgy, Csaba Szepesvri |
| 2014 | AISTATS | A Finite-Sample Generalization Bound for Semiparametric Regression: Partially Linear Models. | Ruitong Huang, Csaba Szepesvri |
| 2014 | ISAIM | Generalization Bounds for Partially Linear Models. | Ruitong Huang, Csaba Szepesvri |
| 2011 | AAAI | Convex Sparse Coding, Subspace Learning, and Semi-Supervised Extensions. | Xinhua Zhang, Yaoliang Yu, Martha White, Ruitong Huang, Dale Schuurmans |