Jeff Huang · Computer Science at Brown University

I'm an Assistant Professor in Computer Science at Brown University. My research areas span human-computer interaction and information retrieval, across the domains of mobile devices, self-tracking, games, and web search. My work involves decoding users' behavioral data to drive novel applications.

My Ph.D. is in Information Science from the University of Washington in Seattle, and my masters and undergraduate degrees are in Computer Science from the University of Illinois at Urbana-Champaign (UIUC). Before joining Brown, I analyzed search behavior at Microsoft Research, Google, Yahoo, and Bing. I was a Facebook Fellow and received a Google Research Award. I co-founded World Blender, a Techstars-backed company that makes geolocation mobile games. My research group is currently funded by NSF and NIH, including the NSF CAREER award.

Brown University students interested in doing research work with me should review my HCI group's active projects and read this page about the research experience and expectations. Contact me with some information about your interests. You can find me on the popular social networking platform called email.

Conference Papers

	Rewind: Automatically Reconstructing Everyday Memories with First-Person Perspectives Neille-Ann Tan, Han Sha, Eda Celen, Phucanh Tran, Kelly Wang, Gifford Cheung, Philip Hinch, Jeff Huang UbiComp 2019
	Evaluating Pan and Zoom Timelines and Sliders Michail Schwab, Sicheng Hao, Olga Vitek, James Tompkin, Jeff Huang, Michelle Borkin CHI 2019 (23.8% acceptance rate)
	Investigating the Effectiveness of Cohort-Based Sleep Recommendations Nediyana Daskalova, Bongshin Lee, Jeff Huang, Chester Ni, Jessica Lundin UbiComp 2018 (27.9% acceptance rate)
	SEEDE: Simultaneous Execution and Editing in a Development Environment Steven Reiss, Qi Xin, Jeff Huang ASE 2018 (20% acceptance rate)
	Remotion: A Motion-Based Capture and Replay Platform of Mobile Device Interaction for Remote Usability Testing Jing Qian, Arielle Chapin, Alexandra Papoutsaki, Fumeng Yang, Klaas Nelissen, Jeff Huang UbiComp 2018 (27.9% acceptance rate)
	The Eye of the Typer: A Benchmark and Analysis of Gaze Behavior during Typing Alexandra Papoutsaki, Aaron Gokaslan, James Tompkin, Yuze He, Jeff Huang ETRA 2018 (34% acceptance rate)
	Lessons Learned from Two Cohorts of Personal Informatics Self-Experiments Nediyana Daskalova, Karthik Desingh, Alexandra Papoutsaki, Diane Schulze, Han Sha, Jeff Huang UbiComp 2017 (24.9% acceptance rate)
	Drafty: Enlisting Users to be Editors who Maintain Structured Data Shaun Wallace, Lucy van Kleunen, Marianne Aubin-Le Quere, Abraham Peterkin, Yirui Huang, Jeff Huang HCOMP 2017 (28.9% acceptance rate)
	SearchGazer: Webcam Eye Tracking for Remote Studies of Web Search Alexandra Papoutsaki, James Laskey, Jeff Huang CHIIR 2017 (42% acceptance rate, Best Paper Finalist)
	SleepCoacher: A Personalized Automated Self-Experimentation System for Sleep Recommendations Nediyana Daskalova, Danaë Metaxa-Kakavouli, Adrienne Tran, Nicole Nugent, Julie Boergers, John McGeary, Jeff Huang UIST 2016 (20.6% acceptance rate)
	WebGazer: Scalable Webcam Eye Tracking Using User Interactions Alexandra Papoutsaki, Patsorn Sangkloy, James Laskey, Nediyana Daskalova, Jeff Huang, James Hays IJCAI 2016 (25% acceptance rate)
	Crowdsourcing from Scratch: A Pragmatic Experiment in Data Collection by Novice Requesters Alexandra Papoutsaki, Hua Guo, Danae Metaxa-Kakavouli, Connor Gramazio, Jeff Rasley, Wenting Xie, Guan Wang, Jeff Huang HCOMP 2015 (30% acceptance rate, Best Paper Finalist)
	Masters of Control: Behavioral Patterns of Simultaneous Unit Group Manipulation in StarCraft 2 Eddie Yan, Jeff Huang, Gifford Cheung CHI 2015 (23% acceptance rate)
	A Strategy-Aware Technique for Learning Behaviors from Discrete Human Feedback Robert Loftin, James MacGlashan, Bei Peng, Matthew Taylor, Michael Littman, Jeff Huang, David Roberts AAAI 2014 (28% acceptance rate)
	Mastering the Art of War: How Patterns of Gameplay Influence Skill in Halo Jeff Huang, Thomas Zimmermann, Nachiappan Nagappan, Charles Harrison, Bruce Phillips CHI 2013 (20% acceptance rate, Best Paper Finalist)
	RevMiner: An Extractive Interface for Navigating Reviews on a Smartphone Jeff Huang, Oren Etzioni, Luke Zettlemoyer, Kevin Clark, Christian Lee UIST 2012 (21.5% acceptance rate)
	Improving Searcher Models Using Mouse Cursor Activity Jeff Huang, Ryen W. White, Georg Buscher, Kuansan Wang SIGIR 2012 (20% acceptance rate)
	User See, User Point: Gaze and Cursor Alignment in Web Search Jeff Huang, Ryen W. White, Georg Buscher CHI 2012 (23% acceptance rate)
	No Search Result Left Behind: Branching Behavior with Browser Tabs Jeff Huang, Thomas Lin, Ryen W. White WSDM 2012 (20.7% acceptance rate)
	Large-Scale Analysis of Individual and Task Differences in Search Result Page Examination Strategies Georg Buscher, Ryen W. White, Susan T. Dumais, Jeff Huang WSDM 2012 (20.7% acceptance rate)
	Remix and Play: Lessons from Rule Variants in Texas Hold'em and Halo 2 Gifford Cheung and Jeff Huang CSCW 2012 (39% acceptance rate)
	Interactive Search Support for Difficult Web Queries Abdigani Diriye, Giridhar Kumaran, Jeff Huang ECIR 2012 (21% acceptance rate)
	No Clicks, No Problem: Using Cursor Movements to Understand and Improve Search Jeff Huang, Ryen W. White, and Susan T. Dumais CHI 2011 (26% acceptance rate, Best Paper Finalist)
	Starcraft from the Stands: Understanding the Game Spectator Gifford Cheung and Jeff Huang CHI 2011 (26% acceptance rate)
	Optimal Strategies for Reviewing Search Results Jeff Huang and Anna Kazeykina AAAI 2010 (26.9% acceptance rate)
	Assessing the Scenic Route: Measuring the Value of Search Trails in Web Logs Ryen W. White and Jeff Huang SIGIR 2010 (16.7% acceptance rate, Best Paper Award)
	Studying Trailfinding Algorithms for Enhanced Web Search Adish Singla, Ryen W. White, and Jeff Huang SIGIR 2010 (16.7% acceptance rate)
	Conversational Tagging in Twitter Jeff Huang, Katherine Thornton, and Efthimis N. Efthimiadis Hypertext 2010 (35% acceptance rate, short paper)
	Parallel Browsing Behavior on the Web Jeff Huang and Ryen W. White Hypertext 2010 (35% acceptance rate, short paper)
	Analyzing and Evaluating Query Reformulation Strategies in Web Search Logs Jeff Huang and Efthimis N. Efthimiadis CIKM 2009 (14.5% acceptance rate, Best Student Paper Finalist)
	Graphstract: Minimal Graphical Help for Computers Jeff Huang and Michael B. Twidale UIST 2007 (17% acceptance rate)

Journal Papers

	An Analysis of Automated Visual Analysis Classification: Interactive Visualization Task Inference of Cancer Genomics Domain Experts Connor Gramazio, Jeff Huang, David Laidlaw Transactions on Visualization and Computer Graphics, 24(8), 2017
	Master Maker: Understanding Gaming Skill through Practice and Habit from Gameplay Behavior Jeff Huang, Eddie Yan, Gifford Leung, Nachiappan Nagappan, Thomas Zimmermann Topics in Cognitive Science, 9(2), 2017
	Strokes of Insight: User Intent Detection and Kinematic Compression of Mouse Cursor Trails Daniel Martín-Albo, Luis Leiva, Jeff Huang, Réjean Plamondond Information Processing & Management, 52(6), 2016
	Learning Behaviors via Human-Delivered Discrete Feedback Robert Loftin, Bei Peng, James MacGlashan, Michael Littman, Matthew Taylor, Jeff Huang, David Roberts Journal of Autonomous Agents and Multi-Agent Systems, 30(1), 2016
	Representing Uncertainty in Graph Edges: An Evaluation of Paired Visual Variables Hua Guo, Jeff Huang, David Laidlaw Transactions on Visualization and Computer Graphics, 21(10), 2015
	Building a Better Mousetrap: Compressing Mouse Cursor Activity for Web Analytics Luis Leiva, Jeff Huang Information Processing & Management, 51(2), 2015

Workshop Papers

	Learning Something from Nothing: Leveraging Implicit Human Feedback Strategies Robert Loftin, Bei Peng, James MacGlashan, Michael Littman, Matthew Taylor, Jeff Huang, David Roberts RO-MAN 2014
	Influence of Gameplay on Skill in Halo Reach Jeff Huang, Thomas Zimmermann, Nachiappan Nagappan, Charles Harrison, Bruce Phillips CHI Games User Research Workshop 2013
	Web User Interaction Mining from Touch-Enabled Mobile Devices Jeff Huang and Abdigani Diriye HCIR Workshop 2012
	On the Value of Page-Level Interactions in Web Search Jeff Huang HCIR Workshop 2011