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Tengyu Ma

Deep Learning Theory Non-convex Optimization Reinforcement Learning Representation Learning Distributed Optimization

Research Performance Summary

127
Total Papers
35433
Total Citations
71
H-Index
2011-2026
Active Research Span

First Recorded Paper

A new variation of hat guessing games

Year: 2011

Citations: 9

Venue: International Computing and Combinatorics Conference

Latest Recorded Paper

Divide-and-Conquer CoT: RL for Reducing Latency via Parallel Reasoning

Year: 2026

Citations: 0

Venue: arXiv preprint arXiv:2601.23027

Last 10 Years Publication Activity

This timeline shows the professor's yearly publication activity.

2026
2
2025
4
2024
6
2023
12
2022
18
2021
22
2020
18
2019
11
2018
5
2017
7
2016
11

Publication Venues and Collaboration

Journal, Conference, and Book Publication Breakdown

Conference 33
Journal 5
Book 2

Top Coauthors

Liang Wei Arora

Research Impact by Period

2025-2026

Period Stats
Papers 6
Citations 79
Avg. Citations / Paper 13.2
H-Index 3

2020-2024

Period Stats
Papers 76
Citations 21045
Avg. Citations / Paper 276.9
H-Index 52

2015-2019

Period Stats
Papers 40
Citations 13656
Avg. Citations / Paper 341.4
H-Index 36

2010-2014

Period Stats
Papers 5
Citations 653
Avg. Citations / Paper 130.6
H-Index 4

Contact and Professional Links

Contact Information

tengyuma@stanford.edu

Professional Links

Google Scholar
University Page

Detected Research Keywords

Opportunities Risks Foundation Risks Foundation Models Residual Learning Without Learning Without Normalization Provable Guarantees Supervised Guarantees Supervised Learning Supervised Learning Spectral Learning Spectral Contrastive Spectral Contrastive Loss Document Level Relation