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Simon Shaolei Du

Deep Learning Representation Learning Reinforcement Learning Data Selection

Research Performance Summary

165
Total Papers
15430
Total Citations
57
H-Index
2014-2025
Active Research Span

First Recorded Paper

Maxios: Large scale nonnegative matrix factorization for collaborative filtering

Year: 2014

Citations: 13

Venue: Proceedings of the NIPS 2014 Workshop on Distributed Matrix Computations

Latest Recorded Paper

SHARP: Accelerating Language Model Inference by SHaring Adjacent layers with Recovery Parameters

Year: 2025

Citations: 0

Venue: arXiv preprint arXiv:2502.07832

Last 10 Years Publication Activity

This timeline shows the professor's yearly publication activity.

2025
26
2024
29
2023
18
2022
23
2021
21
2020
10
2019
14
2018
10
2017
8
2016
4
2015
1

Publication Venues and Collaboration

Journal, Conference, and Book Publication Breakdown

Conference 70
Journal 7
Book 2

Top Coauthors

Wang Chen Zhang

Research Impact by Period

2025-2026

Period Stats
Papers 26
Citations 324
Avg. Citations / Paper 12.5
H-Index 8

2020-2024

Period Stats
Papers 101
Citations 5109
Avg. Citations / Paper 50.6
H-Index 40

2015-2019

Period Stats
Papers 37
Citations 9984
Avg. Citations / Paper 269.8
H-Index 30

2010-2014

Period Stats
Papers 1
Citations 13
Avg. Citations / Paper 13
H-Index 1

Contact and Professional Links

Contact Information

ssdu@cs.washington.edu

Professional Links

Google Scholar
University Page

Detected Research Keywords

Linear Function Approximation Markov Decision Processes Offline Reinforcement Learning Agent Reinforcement Learning Free Reinforcement Learning Linear Markov Decision Zero Sum Markov Sum Markov Games Global Convergence Gradient Gap Dependent Bounds