Peng Chen
Scholar

Peng Chen

Google Scholar ID: VAbN1-IAAAAJ
Zhejiang University
AlgorithmsComputer SystemsMachine Learning
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
16
 
H-index
3
 
i10-index
0
 
Publications
8
 
Co-authors
0
 
Contact
GitHubOpen ↗
Publications
2 items
Learning-Augmented Algorithms: Guarantees, Construction Mechanisms, and System-Level Implications
2026
Cited
0
Towards Optimal Robustness in Learning-Augmented Paging
2026
Cited
0
Resume
Academic Achievements
  • 1. [NeurIPS 2025] Robustifying Learning-Augmented Caching Efficiently without Compromising 1-Consistency
  • 2. [NeurIPS 2024] Learning-Augmented Algorithms for the Bahncard Problem
  • Awards:
  • - NeurIPS 2025 Scholar Award
  • - 2016 ACM-ICPC Asia Regional Contest (China-Final), Gold Medal
Research Experience
  • Worked at Alibaba Cloud, focusing on distributed systems and congestion control algorithms.
Education
  • Ph.D. student in Computer Science at Zhejiang University, advised by Prof. Shuiguang Deng, with co-advisors Profs. Hailiang Zhao and Xueyan Tang (NTU).
Background
  • Research Interests: Theoretical foundations of robust decision-making across generalized AI+X domains (e.g., AI+Systems), with an emphasis on algorithmic design. Previously, worked at Alibaba Cloud on distributed systems and congestion control algorithms.
Miscellany
  • Interests include following the latest developments in learning-augmented algorithms, theoretical computing, and related fields.