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Grace Hui Yang

Privacy-preserving Information Retrieval Deep Reinforcement Learning Interactive Search Agents Automatic Ontology Construction Opinion And Sentiment Detection
315D Saint Mary’s Hall

About

Dr. Grace Hui Yang is a Professor in the Department of Computer Science at Georgetown University, Washington D.C. Dr. Yang is leading the InfoSense (Information Retrieval and Sense-Making) group at Georgetown University. Dr. Yang obtained her Ph.D. from Carnegie Mellon University in 2011. Her current research interests include deep reinforcement learning, interactive agents, search engines, and privacy-preserving information retrieval. Prior to this, she conducted research on question answering, automatic ontology construction, near-duplicate detection, multimedia information retrieval, and opinion and sentiment detection. Dr. Yang’s research has been supported by the Defense Advanced Research Projects Agency (DARPA) and the National Science Foundation (NSF). Dr. Yang led the effort for the Text Retrieval Conference (TREC) Dynamic Domain Tracks from 2015 to 2017 and SIGIR privacy-preserving information retrieval workshops from 2014 to 2016 and co-organized the SIGIR Deep Reinforcement Learning Workshops since 2020. Dr. Yang is associate editor for ACM Transactions on Information Systems and served on the editorial board of Information Retrieval Journal from 2014 to 2017. She has actively served as an organizing or program committee member in many top-tier international conferences such as SIGIR, ECIR, ACL, AAAI, ICTIR, CIKM, WSDM, and WWW, and the general co-chair of SIGIR 2024. She is a recipient of the NSF Faculty Early Career Development Program (CAREER) Award and a co-author of the 2016 book “Dynamic Information Retrieval Modeling.”

Research Performance Summary

138
Total Papers
2752
Total Citations
27
H-Index
2002-2025
Active Research Span

First Recorded Paper

The integration of lexical knowledge and external resources for question answering

Year: 2002

Citations: 60

Venue: In the Proceedings of the Eleventh Text REtrieval Conference (TREC 2002)

Latest Recorded Paper

Passage Query Methods for Retrieval and Reranking in Conversational Agents

Year: 2025

Citations: 0

Venue: arXiv preprint arXiv:2503.00238

Last 10 Years Publication Activity

This timeline shows the professor's yearly publication activity.

2025
3
2024
6
2023
4
2022
10
2021
6
2020
6
2019
2
2018
6
2017
9
2016
13
2015
16

Publication Venues and Collaboration

Journal, Conference, and Book Publication Breakdown

Conference 81
Journal 8
Book 4

Top Coauthors

Yang Zhang Luo

Research Impact by Period

2025-2026

Period Stats
Papers 3
Citations 36
Avg. Citations / Paper 12
H-Index 1

2020-2024

Period Stats
Papers 32
Citations 414
Avg. Citations / Paper 12.9
H-Index 10

2015-2019

Period Stats
Papers 46
Citations 569
Avg. Citations / Paper 12.4
H-Index 14

2010-2014

Period Stats
Papers 30
Citations 550
Avg. Citations / Paper 18.3
H-Index 11

2005-2009

Period Stats
Papers 13
Citations 609
Avg. Citations / Paper 46.8
H-Index 9

2000-2004

Period Stats
Papers 14
Citations 574
Avg. Citations / Paper 41
H-Index 8

Contact and Professional Links

Contact Information

huiyang@cs.georgetown.edu
12026876355

Detected Research Keywords

Privacy Preserving Ir When Information Retrieval Information Retrieval Meets Retrieval Meets Privacy Meets Privacy Security Near Duplicate Detection Reinforcement Learning Information Learning Information Retrieval Preserving Ir When Ir When Information