Zengde Deng

Researcher, ByteDance Inc.

Joined

January 2023

Names

Zengde Deng (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

ByteDance Inc. (bytedance.com)

2024 – Present

Researcher

Cainiao Network (cainiao.com)

2020 – 2024

PhD student

The Chinese University of Hong Kong (cuhk.edu.hk)

2016 – 2020

Advisors, Relations & Conflicts

Coauthor

Qixin Zhang

2022 – Present

Coauthor

Hao Chen

2021 – Present

Coauthor

Zaiyi Chen

2020 – Present

Coauthor

Shixiang Chen

2016 – Present

PhD Advisor

Anthony Man-Cho So

2016 – 2020

Expertise

Machine Learning

2024 – Present

Online Learning

2021 – Present

Nonconvex Optimization

2018 – Present

Convex Optimization

2016 – Present

Publications

Multi-channel Integrated Recommendation with Exposure Constraints
Yue Xu, Qijie Shen, Jianwen Yin, Zengde Deng, Dimin Wang, Hao Chen, Lixiang Lai, Tao Zhuang, Junfeng Ge
- Published: 01 Jan 2023, Last Modified: 16 Nov 2023
- KDD 2023
- Readers: Everyone
Online Learning for Non-monotone DR-Submodular Maximization: From Full Information to Bandit Feedback
Qixin Zhang, Zengde Deng, Zaiyi Chen, Kuangqi Zhou, Haoyuan Hu, Yu Yang
- Published: 01 Jan 2023, Last Modified: 16 Nov 2023
- AISTATS 2023
- Readers: Everyone
An Online Algorithm for Chance Constrained Resource Allocation
Yuwei Chen, Zengde Deng, Yinzhi Zhou, Zaiyi Chen, Yujie Chen, Haoyuan Hu
- Published: 01 Jan 2023, Last Modified: 16 Nov 2023
- ICASSP 2023
- Readers: Everyone
Communication-Efficient Decentralized Online Continuous DR-Submodular Maximization
Qixin Zhang, Zengde Deng, Xiangru Jian, Zaiyi Chen, Haoyuan Hu, Yu Yang
- Published: 01 Jan 2023, Last Modified: 16 Nov 2023
- CIKM 2023
- Readers: Everyone
Stochastic Continuous Submodular Maximization: Boosting via Non-oblivious Function
Qixin Zhang, Zengde Deng, Zaiyi Chen, Haoyuan Hu, Yu Yang
- 2022 (modified: 18 Feb 2023)
- ICML 2022
- Readers: Everyone
Neighbor enhanced graph convolutional networks for node classification and recommendation
Hao Chen, Zhong Huang, Yue Xu, Zengde Deng, Feiran Huang, Peng He, Zhoujun Li
- 2022 (modified: 18 Feb 2023)
- Knowl. Based Syst. 2022
- Readers: Everyone
Manifold Proximal Point Algorithms for Dual Principal Component Pursuit and Orthogonal Dictionary Learning
Shixiang Chen, Zengde Deng, Shiqian Ma, Anthony Man-Cho So
- 2021 (modified: 28 Sept 2021)
- IEEE Trans. Signal Process. 2021
- Readers: Everyone
Non-Recursive Graph Convolutional Networks
Hao Chen, Zengde Deng, Yue Xu, Zhoujun Li
- 2021 (modified: 19 Jan 2022)
- ICASSP 2021
- Readers: Everyone
Weakly Convex Optimization over Stiefel Manifold Using Riemannian Subgradient-Type Methods
Xiao Li, Shixiang Chen, Zengde Deng, Qing Qu, Zhihui Zhu, Anthony Man-Cho So
- 2021 (modified: 26 Feb 2022)
- SIAM J. Optim. 2021
- Readers: Everyone
Sparse High-Order Portfolios Via Proximal Dca And Sca
Jinxin Wang, Zengde Deng, Taoli Zheng, Anthony Man-Cho So
- 2021 (modified: 24 Dec 2022)
- ICASSP 2021
- Readers: Everyone

View all 15 publications

Co-Authors

View all 33 co-authors