Niao He
Impact in
- Artificial Intelligence top 10%
- Stochastic Gradient Optimization Techniques
- Machine Learning and ELM
Papers in
-
- Stochastic Gradient Optimization Techniques 6
- Reinforcement Learning in Robotics 5
- Gaussian Processes and Bayesian Inference 5
- Bayesian Methods and Mixture Models 5
- Machine Learning and Algorithms 3
-
- Advanced Bandit Algorithms Research 5
- Co-authors
- Alexander Gray (1 shared paper)Hua Ouyang (1 shared paper)Le Song (4 shared papers)Nan Du (1 shared paper)Yin Tian (1 shared paper)Siyuan Chen (1 shared paper)Chenhui Shao (1 shared paper)Yuquan Meng (1 shared paper)
- Journals
- SIAM Journal on Optimization (3 papers)Computational Optimization and Applications (1 paper)IEEE Transactions on Automatic Control (1 paper)SIAM Journal on Control and Optimization (1 paper)Operations Research (1 paper)
- Partner nations
- United StatesSwitzerlandBulgaria
In The Last Decade
Niao He
26 papers receiving 366 citations
Peers
Comparison fields: 5 of 60
- Computational Mathematics 8
- Artificial Intelligence 198
- Computational Mechanics 106
- Numerical Analysis 20
- Management Science and Operations Research 42
Countries citing papers authored by Niao He
This map shows the geographic impact of Niao He's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Niao He with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Niao He more than expected).
Fields of papers citing papers by Niao He
This network shows the impact of papers produced by Niao He. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Niao He. The network helps show where Niao He may publish in the future.
Co-authors
The 25 scholars most cited alongside Niao He, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 30 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Stochastic Alternating Direction Method of Multipliers | 2013 | 112 |
| 2 | Time-sensitive recommendation from recurrent user activities | 2015 | 68 |
| 3 | 2020 | 64 | |
| 4 | 2018 | 34 | |
| 5 | 2015 | 16 | |
| 6 | 2020 | 12 | |
| 7 | Online Learning for Multivariate Hawkes Processes | 2017 | 10 |
| 8 | Coupled Variational Bayes via Optimization Embedding | 2018 | 9 |
| 9 | Global Convergence and Variance Reduction for a Class of Nonconvex-Nonconcave Minimax Problems | 2020 | 8 |
| 10 | Provable Bayesian Inference via Particle Mirror Descent | 2016 | 7 |
| 11 | 2023 | 6 | |
| 12 | Biased stochastic first-order methods for conditional stochastic optimization and applications in meta learning | 2020 | 6 |
| 13 | A Catalyst Framework for Minimax Optimization | 2020 | 5 |
| 14 | 2023 | 4 | |
| 15 | A Unified Switching System Perspective and Convergence Analysis of Q-Learning Algorithms | 2020 | 3 |
| 16 | On the Bias-Variance-Cost Tradeoff of Stochastic Optimization | 2021 | 3 |
| 17 | Smoothed Dual Embedding Control. | 2017 | 2 |
| 18 | 2023 | 2 | |
| 19 | 2024 | 2 | |
| 20 | 2022 | 2 |
About Niao He
Niao He is a scholar working on Artificial Intelligence, Management Science and Operations Research, Computational Theory and Mathematics, Electrical and Electronic Engineering and Computer Networks and Communications, having authored 30 papers that have together received 383 indexed citations. Recurring topics across this work include Stochastic Gradient Optimization Techniques (6 papers), Advanced Bandit Algorithms Research (5 papers), Reinforcement Learning in Robotics (5 papers), Gaussian Processes and Bayesian Inference (5 papers), Bayesian Methods and Mixture Models (5 papers), Optimization and Search Problems (3 papers), Machine Learning and Algorithms (3 papers) and Adaptive Dynamic Programming Control (3 papers). The work is most often cited by research in Computational Mathematics (8 citations), Artificial Intelligence (198 citations), Computational Mechanics (106 citations), Numerical Analysis (20 citations) and Management Science and Operations Research (42 citations). Niao He has collaborated with scholars based in United States, Switzerland and Bulgaria. Frequent co-authors include Alexander Gray, Hua Ouyang, Le Song, Nan Du, Yin Tian, Siyuan Chen, Chenhui Shao, Yuquan Meng, Le Song and Negar Kiyavash. Their work appears in journals such as SIAM Journal on Optimization, Computational Optimization and Applications, IEEE Transactions on Automatic Control, SIAM Journal on Control and Optimization and Operations Research.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.