Xiaoming Sun
10 papers · 2013–2023 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (22) π Academic Marathon Β· Half π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§¬
Topic Evolution
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Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
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Conference Pioneer
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Century Club Β· Bronze
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Trend Setter
Top co-authors
Research topics
Machine Learning
(9)
Optimization & Theory
(8)
Mathematics & Optimization
(5)
Learning Types
(5)
Optimization
(5)
Artificial Intelligence
(3)
Core AI
(3)
Computer Science
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Interdisciplinary
(1)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Foundations
(1)
Keywords
regret bound
(4)
online learning
(4)
regret minimization
(4)
multi-armed bandit
(3)
combinatorial optimization
(3)
approximation algorithm
(3)
influence maximization
(2)
social network
(2)
follow the perturbed leader
(1)
matrix decomposition
(1)
sublinear time
(1)
adversarial learning
(1)
dynamic programming
(1)
delayed feedback
(1)
network inference
(1)
reinforcement learning
(1)
quantum algorithm
(1)
travelling salesman problem
(1)
non-negative matrix factorization
(1)
submodular optimization
(1)
Papers
Bandit Multi-linear DR-Submodular Maximization and Its Applications on Adversarial Submodular Bandits
ICML 2023
Quantum Multi-Armed Bandits and Stochastic Linear Bandits Enjoy Logarithmic Regrets
AAAI 2023
Bounded Memory Adversarial Bandits with Composite Anonymous Delayed Feedback
IJCAI 2022
Online Influence Maximization with Node-Level Feedback Using Standard Offline Oracles
AAAI 2022
Network Inference and Influence Maximization from Samples
ICML 2021
Optimization from Structured Samples for Coverage Functions
ICML 2020
Revisiting Online Quantum State Learning
AAAI 2020
A Quantum-inspired Classical Algorithm for Separable Non-negative Matrix Factorization
IJCAI 2019
Boosting Dynamic Programming with Neural Networks for Solving NP-hard Problems
ACML 2018
Optimal Pricing for Improving Efficiency of Taxi Systems
IJCAI 2013