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个人简介
I am broadly interested in theoretical computer science, particularly in the design and analysis of algorithms. My two main research thrusts are graph algorithms and algorithms under uncertainty. In graph algorithms, I am interested in the study of network flows, graph cuts, and connectivity. Some recent highlights include the fastest deterministic algorithm to find a minimum cut of an undirected graph, the fastest (randomized) algorithms for finding a minimum vertex cut and a minimum cut of a directed graph, and the fastest algorithm for finding the connectivity of all pairs of vertices in an undirected graph. In algorithms under uncertainty, I am interested in both classical online algorithms, and also the design of algorithms that leverage machine learning to overcome worst-case performance barriers. Some recent highlights include new LP relaxations and algorithms for $k$-server and caching problems, and learning-augmented algorithms for fundamental online problems such as weighted caching and ski rental. I also work in approximation algorithms, combinatorial optimization, and algorithmic game theory.
研究兴趣
论文共 139 篇作者统计合作学者相似作者
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SIAM JOURNAL ON COMPUTINGno. 4 (2024): 1162-1180
PROCEEDINGS OF THE 56TH ANNUAL ACM SYMPOSIUM ON THEORY OF COMPUTING, STOC 2024pp.1700-1711, (2024)
Jason Li,Debmalya Panigrahi
SIAM J Computno. 4 (2024): 1162-1180
CoRR (2024)
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Algorithmica (2024)
PROCEEDINGS OF THE 2024 ANNUAL ACM-SIAM SYMPOSIUM ON DISCRETE ALGORITHMS, SODApp.4220-4246, (2024)
NeurIPS 2024 (2024)
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作者统计
#Papers: 138
#Citation: 2440
H-Index: 28
G-Index: 43
Sociability: 5
Diversity: 2
Activity: 86
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