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Jiantao Jiao

Foundation Models Reinforcement Learning With Human Feedback (RLHF) Security Guardrails For Generative AI Instruction Fine-tuning Economic Perspective Of Machine Learning
257M Cory Hall

Research Performance Summary

99
Total Papers
8395
Total Citations
39
H-Index
2012-2025
Active Research Span

First Recorded Paper

Minimax-optimal bounds for detectors based on estimated prior probabilities

Year: 2012

Citations: 4

Venue: IEEE transactions on information theory 58 (9)

Latest Recorded Paper

GSM-Agent: Understanding Agentic Reasoning Using Controllable Environments

Year: 2025

Citations: 0

Venue: arXiv preprint arXiv:2509.21998

Last 10 Years Publication Activity

This timeline shows the professor's yearly publication activity.

2025
10
2024
19
2023
18
2022
10
2021
6
2020
9
2019
4
2018
7
2017
5
2016
1
2015
4

Publication Venues and Collaboration

Journal, Conference, and Book Publication Breakdown

Conference 22
Journal 21
Book 0

Top Coauthors

Jiao Zhu Weissman

Research Impact by Period

2025-2026

Period Stats
Papers 10
Citations 229
Avg. Citations / Paper 22.9
H-Index 4

2020-2024

Period Stats
Papers 62
Citations 3010
Avg. Citations / Paper 48.5
H-Index 31

2015-2019

Period Stats
Papers 21
Citations 4890
Avg. Citations / Paper 232.9
H-Index 15

2010-2014

Period Stats
Papers 6
Citations 266
Avg. Citations / Paper 44.3
H-Index 4

Contact and Professional Links

Contact Information

jiantao@berkeley.edu
947201770

Professional Links

Google Scholar
University Page
Personal Website / Lab

Detected Research Keywords

Pairwise Proximal Policy Proximal Policy Optimization Offline Reinforcement Learning Estimation Functionals Discrete Functionals Discrete Distributions Starling 7b Improving Helpfulness Harmlessness Rlaif Optimal Rates Entropy Rates Entropy Estimation Entropy Estimation Lipschitz