- Jiayao Zhang, Hongming Zhang, Zhun Deng, Dan Roth:
Investigating Fairness Disparities in Peer Review: A Language Model Enhanced Approach. CoRR abs/2211.06398 (2022) - Jake C. Snell, Thomas P. Zollo, Zhun Deng, Toniann Pitassi, Richard S. Zemel:
Quantile Risk Control: A Flexible Framework for Bounding the Probability of High-Loss Predictions. CoRR abs/2212.13629 (2022) - 2021
- Zhun Deng, Linjun Zhang, Amirata Ghorbani, James Zou:
Improving Adversarial Robustness via Unlabeled Out-of-Domain Data. AISTATS 2021: 2845-2853 - Zhun Deng, Jiaoyang Huang, Kenji Kawaguchi:
How Shrinking Gradient Noise Helps the Performance of Neural Networks. IEEE BigData 2021: 1002-1007 - Linjun Zhang, Zhun Deng, Kenji Kawaguchi, Amirata Ghorbani, James Zou:
How Does Mixup Help With Robustness and Generalization? ICLR 2021 - Zhun Deng, Hangfeng He, Weijie J. Su:
Toward Better Generalization Bounds with Locally Elastic Stability. ICML 2021: 2590-2600 - Zhun Deng, Linjun Zhang, Kailas Vodrahalli, Kenji Kawaguchi, James Y. Zou:
Adversarial Training Helps Transfer Learning via Better Representations. NeurIPS 2021: 25179-25191 - Linjun Zhang, Zhun Deng, Kenji Kawaguchi, James Zou:
When and How Mixup Improves Calibration. CoRR abs/2102.06289 (2021) - Zhun Deng, Linjun Zhang, Kailas Vodrahalli, Kenji Kawaguchi, James Zou:
Adversarial Training Helps Transfer Learning via Better Representations. CoRR abs/2106.10189 (2021) - Kenji Kawaguchi, Linjun Zhang, Zhun Deng:
Understanding Dynamics of Nonlinear Representation Learning and Its Application. CoRR abs/2106.14836 (2021) - Wenlong Ji, Zhun Deng, Ryumei Nakada, James Zou, Linjun Zhang:
The Power of Contrast for Feature Learning: A Theoretical Analysis. CoRR abs/2110.02473 (2021) - Wenlong Ji, Yiping Lu, Yiliang Zhang, Zhun Deng, Weijie J. Su:
An Unconstrained Layer-Peeled Perspective on Neural Collapse. CoRR abs/2110.02796 (2021) - Maya Burhanpurkar, Zhun Deng, Cynthia Dwork, Linjun Zhang:
Scaffolding Sets. CoRR abs/2111.03135 (2021) - 2020
- Zhun Deng, Cynthia Dwork, Jialiang Wang, Linjun Zhang:
Interpreting Robust Optimization via Adversarial Influence Functions. ICML 2020: 2464-2473 - Zhun Deng, Hangfeng He, Jiaoyang Huang, Weijie J. Su:
Towards Understanding the Dynamics of the First-Order Adversaries. ICML 2020: 2484-2493 - Zhun Deng, Linjun Zhang, Amirata Ghorbani, James Y. Zou:
Improving Adversarial Robustness via Unlabeled Out-of-Domain Data. CoRR abs/2006.08476 (2020) - Zhun Deng, Frances Ding, Cynthia Dwork, Rachel Hong, Giovanni Parmigiani, Prasad Patil, Pragya Sur:
Representation via Representations: Domain Generalization via Adversarially Learned Invariant Representations. CoRR abs/2006.11478 (2020) - He Sun, Zhun Deng, Hui Chen, David C. Parkes:
Decision-Aware Conditional GANs for Time Series Data. CoRR abs/2009.12682 (2020) - Zhun Deng, Cynthia Dwork, Jialiang Wang, Linjun Zhang:
Interpreting Robust Optimization via Adversarial Influence Functions. CoRR abs/2010.01247 (2020) - Linjun Zhang, Zhun Deng, Kenji Kawaguchi, Amirata Ghorbani, James Y. Zou:
How Does Mixup Help With Robustness and Generalization? CoRR abs/2010.04819 (2020) - Zhun Deng, Hangfeng He, Jiaoyang Huang, Weijie J. Su:
Towards Understanding the Dynamics of the First-Order Adversaries. CoRR abs/2010.10650 (2020) - Zhun Deng, Hangfeng He, Weijie J. Su:
Toward Better Generalization Bounds with Locally Elastic Stability. CoRR abs/2010.13988 (2020) - 2019
- Zhun Deng, Cynthia Dwork, Jialiang Wang, Yao Zhao:
Architecture Selection via the Trade-off Between Accuracy and Robustness. CoRR abs/1906.01354 (2019) - 2018
- Zhun Miao, Ke Deng, Xiaowo Wang, Xuegong Zhang:
DEsingle for detecting three types of differential expression in single-cell RNA-seq data. Bioinform. 34(18): 3223-3224 (2018) - Chan Huang, Xinyang Deng, Wen Jiang, Zhunga Liu:
A New Method for OWA Aggregation of Interval Values in Multi-Criteria Decision Making. FUSION 2018: 2529-2534 - 2017
- Zhun Deng, Jie Ding, Kathryn Heal, Vahid Tarokh:
The number of independent sets in hexagonal graphs. ISIT 2017: 2910-2914 - 2015
- Li Bin, Deng Zhun, Xie Liang, Xiangliang Jin:
99.4% Switching Energy Saving and 87.5% Area Reduction Switching Scheme for SAR ADC. IEICE Trans. Electron. 98-C(10): 984-986 (2015)