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% DOCUMENT
\begin{document}
{\LARGE Elena Leah Glassman}\\[0.25cm]
{\large Assistant Professor of Computer Science \hfill 2019-present\\
Harvard John A.~Paulson School of Engineering \& Applied Sciences\\
[0.1cm]
Stanley A.~Marks \& William H.~Marks Professor \hfill 2018-2022 \\
Harvard Radcliffe Institute for Advanced Study}\\[0.4cm]
%Harvard University\\
%School of Engineering and Applied Sciences (SEAS)\\
\textit{Office} Science and Engineering Center, Rm 2.108, Allston, MA 02134\\%[.2cm] \texttt{94720}
%\texttt{+1(215)694-9631},
\textit{Email} \href{mailto:[email protected]}{[email protected]} \\
\textit{Lab} \href{http://glassmanlab.seas.harvard.edu/}{glassmanlab.seas.harvard.edu} (Recently renamed \textit{\textbf{The Variation Lab}})
%\vspace{-5mm}
%\hrule
% \vspace{3mm}
% \textit{Harvard’s Faculty of Arts and Sciences grants appointment extensions and teaching relief to tenure-track faculty, in keeping with policies related to the COVID-19 pandemic, medical leave, and parental leave. Accordingly, Harvard delayed my associate review by three years.}
% \vspace{-2mm}
\section*{Areas of specialization}
Human-Computer Interaction • Programming Systems/Software• Human-AI Interaction
%Human \& machine teaching
%Human-Computer Interaction • Programming Systems • Data Science • Human \& machine teaching
%\vspace{-8mm}
%\section*{Current position}
%\begin{comment}
% \section*{Awards, prizes and honours}
% \noindent
% \years{2023-2025}Sloan Fellow\\
% \years{2018-2022}Radcliffe Fellow at the Radcliffe Institute for Advanced Study\\
% \years{2017-2018}Moore/Sloan Data Science Fellowship at the Berkeley Institute for Data Science (BIDS)\\
% \years{2014-2015}MIT Amar Bose Teaching Fellowship, for developing innovative tools for teaching CS at scale\\
% \years{2011-2014}NSF Graduate Research Fellow (NSF GRFP)\\
% \years{2008-2011}National Defense Science and Engineering Graduate Fellow (NDSEG)\\
% \\
% \years{2020 IUI}\hl{\textbf{Best Paper Award}}
% Z Bucinca*, P Lin*, K Gajos, \textbf{EL Glassman}\\
% \href{http://glassmanlab.seas.harvard.edu/papers/bucinca_iui20_proxy.pdf}{Proxy Tasks and Subjective Measures Can Be Misleading in Evaluating XAI Systems}\\
% \emph{ACM Intelligent User Interfaces}\\
% \years{2021 CHI}\hl{\textbf{Best of CHI Honorable Mention (top 5\%)}} A Ross, N Chen, E Zhao Hang, \textbf{EL Glassman}, F Doshi-Velez\\
% \href{http://glassmanlab.seas.harvard.edu/papers/evalGenModels_chi2021.pdf}{Evaluating the Interpretability of Generative Models by Interactive Reconstruction}\\
% \emph{ACM Conference on Human Factors in Computing Systems}\\
% 23-25\% acceptance rate\\
% \years{2021 CHI}\hl{\textbf{Best of CHI Honorable Mention (top 5\%)}} L Yan, \textbf{EL Glassman}, T Zhang\\
% \href{http://glassmanlab.seas.harvard.edu/papers/examplenet_chi2021.pdf}{Visualizing Examples of Deep Neural Networks at Scale}\\
% \emph{ACM Conference on Human Factors in Computing Systems}\\
% 23-25\% acceptance rate\\
% \years{2018 CHI}\hl{\textbf{Best of CHI Honorable Mention (top 5\%)}}
% A Head, \textbf{EL Glassman}, B Hartmann, and M Hearst\\
% \href{https://people.eecs.berkeley.edu/~bjoern/papers/head-codescoop-chi2018.pdf}{Interactive Extraction of Examples from Existing Code}\\
% \emph{ACM Conference on Human Factors in Computing Systems}\\
% 25.8\% acceptance rate\\
% \years{2015 CHI}\hl{\textbf{Best of CHI Honorable Mention (top 5\%)}}
% \textbf{EL Glassman}, J Kim, A Monroy-Hernández, MR Morris\\
% \href{http://glassmanlab.seas.harvard.edu/papers/mudslide_chi2015.pdf}{Mudslide: A Spatially Anchored Census of Student Confusion for Online Lecture Videos}\\
% \emph{ACM Conference on Human Factors in Computing Systems}\\
% 23\% acceptance rate
% \vspace{-2mm}
% \section*{Contribution to the field and relevance to this project}
% \noindent
% In 1962, one of the founders of Human-Computer Interaction (HCI), Douglas Engelbart, wrote to the Director of Information Sciences at the Air Force Office of Scientific Research about augmenting human intellect, and specifically called out the possibility that computers could provide a \textit{useful degree of comprehension in a situation that previously was too complex.} This aspiration is the driving force behind almost all of my lab's system-building work today. My approach leverages the unreasonable effectiveness of data for \textit{human} (not just machine) learning and mental modeling of concepts and corpora---as long as alignable differences across relevant dimensions of variation are rendered clearly. Specifically, I leverage theories of human cognition, i.e., Variation Theory and Analogical Learning Theory, and principles of text visualization to expand what patterns and latent structure are possible for humans to perceive in text and code corpora, while reducing overwhelm. I bring HCI expertise to this project, complementing PI Kummerfeld's NLP knowledge.
% \newpage
%\end{comment}
%%\hrule
\section*{Education}
\noindent
%\years{2018-present}Assistant Professor of Computer Science \hfill Harvard University\\
\years{2016-2018}EECS Postdoctoral Scholar \hfill Berkeley Institute of Design, EECS Department, UC Berkeley\\[0.05cm]
%Funded by NSF Expeditions in Computer Augmented Program Engineering\\ and the Berkeley Institute of Data Science Postdoctoral Fellowship\\[0.05cm]
Advised by Bj{\"o}rn Hartmann, Associate Professor of EECS\\[0.1cm]
\years{2012-2016}Graduate student \hfill User Interface Design Group, EECS Department, CSAIL, MIT\\[0.05cm]
PhD Thesis: \textit{\textbf{Clustering and Visualizing Solution Variation in Massive Programming Classes}}\\[0.05cm]
Advised by Robert Miller, Distinguished Professor of CS\\[0.1cm]
\years{2008-2011}Graduate student\hfill Robot Locomotion Group, EECS Department, CSAIL, MIT\\[0.05cm]
M.Eng. Thesis: \emph{A quadratic regulator-based heuristic for rapidly exploring state space}\\[0.05cm]
Advised by Russ Tedrake, Professor of EECS\\[0.1cm]
\years{2010-2011}Visiting researcher \hfill Biomimetics \& Dexterous Manipulation Lab, Stanford University\\
\years{2006-2008}Undergraduate researcher \hfill Robot Locomotion Group, CSAIL, MIT\\
\years{2004-2006}Undergraduate researcher \hfill Networks \& Mobile Systems, CSAIL, MIT\\
\years{2003-2004}Volunteer research assistant \hfill EEG Lab, Psychology Department, Princeton University
% \years{2016-present}\textbf{University of California, Berkeley}, Postdoctoral Scholar \hfill Berkeley Institute of Design\\
% Supervisor: Bj{\"o}rn Hartmann, Associate Professor of EECS\\
% \years{2012-2016}\textbf{MIT}, EECS PhD Candidate \hfill CSAIL User Interface Design Group\\ %\hfill CS \& AI Lab, MIT\\
% Advisor: Robert C. Miller, Professor of Computer Science\\
% \years{2010-2011}\textbf{Stanford University}, Visiting researcher \hfill Biomimetics \& Dexterous Manipulation Lab\\
% Host: Mark R. Cutkosky, Professor of Mechanical Engineering\\
% \years{2008-2011}\textbf{MIT}, EECS Graduate researcher \hfill CSAIL Robot Locomotion Group\\
% Advisor: Russ Tedrake, Professor of EECS\\
% \years{2004-2008}\textbf{MIT}, EECS Undergraduate researcher\hfill CSAIL\\
% Advisors: John Guttag and Russ Tedrake, Professors of EECS\\
% \years{2003-2004}\textbf{Princeton University}, Volunteer researcher \hfill Psychology Dept. EEG Lab\\
% Host: Jack Gelfand, Research Scientist
%%\hrule
\section*{Research Internships}
\noindent
%\years{2016}Research scientist (contractor) \hfill Search, Google\\
\years{2015}User experience research intern \hfill Search, Google\\
\emph{Advised by} Dan Russell, Senior Research Scientist\\
\years{2014}Design research intern \hfill Microsoft Research\\
\emph{Advised by} M.R. Morris, Principal Researcher, and A. Monroy-Hernández, Researcher
%\hrule
\section*{Selected fellowships and honors}
\noindent
\years{2024}Kavli Fellow, National Academy of Sciences\\
\years{2023-2025}Sloan Fellowship\\
\years{2018-2022}Radcliffe Fellowship at the Radcliffe Institute for Advanced Study\\
\years{2017-2018}Moore/Sloan Data Science Fellowship at the Berkeley Institute for Data Science (BIDS)\\
\years{2014-2015}MIT Amar Bose Teaching Fellowship, for developing innovative tools for teaching CS at scale\\
\years{2011-2014}NSF Graduate Research Fellow (NSF GRFP)\\
\years{2008-2011}National Defense Science and Engineering Graduate Fellow (NDSEG)\\
\years{2004}IEEE President's Scholarship (\$10,000)\\
\years{2003}Intel Foundation Young Scientist Award (\$50,000), \emph{awarded to the top 3 individual projects at the Intel International Science \& Engineering Fair}
% \section*{Top Five Publications by Citation Count}
% \years{153 citations}
% \textbf{EL Glassman}, J Scott, R Singh, P Guo, RC Miller\\
% \href{http://glassmanlab.seas.harvard.edu/papers/glassman-tochi.pdf}{OverCode: visualizing variation in student solutions to programming problems at scale}\\
% \emph{ACM Transactions on Computer-Human Interaction}, 22 (2), April 2015.\\[0.2cm]
% \years{111 citations}A Head*, \textbf{EL Glassman}*, G Soares*, R Suzuki, L Figueredo, L D'Antoni and B Hartmann\\
% \href{http://glassmanlab.seas.harvard.edu/papers/glassmanLatS17.pdf}{Writing Reusable Code Feedback at Scale with Mixed-Initiative Program Synthesis}\\
% \emph{ACM Learning at Scale}\\
% 13\% acceptance rate\\[0.2cm]
% \years{97 citations}\hl{\textbf{Best Paper Award}}
% Z Bucinca*, P Lin*, K Gajos, \textbf{EL Glassman}\\
% \href{http://glassmanlab.seas.harvard.edu/papers/bucinca_iui20_proxy.pdf}{Proxy Tasks and Subjective Measures Can Be Misleading in Evaluating XAI Systems}\\
% \emph{ACM Intelligent User Interfaces}\\[0.2cm]
% \years{83 citations}
% \textbf{EL Glassman} and R Tedrake\\
% \href{http://glassmanlab.seas.harvard.edu/papers/quadRegICRA.pdf}{A quadratic regulator-based heuristic for rapidly exploring state space}\\
% \emph{IEEE International Conference on Robotics and Automation}\\[0.2cm]
% \years{75 citations}
% \textbf{EL Glassman}\\
% \href{http://glassmanlab.seas.harvard.edu/papers/SNAPwavelet.pdf}{A wavelet-like filter based on neuron action potentials for analysis of human scalp electroencephalographs}\\
% \emph{IEEE Transactions on Biomedical Engineering} 52 (11), 1851-1862, Nov. 2005
\section*{All Publications}
\subsection*{Journal articles and refereed conference papers}
\noindent
Top-tier ACM and AAAI conferences in human-computer interaction and adjacent fields, e.g., CHI, CSCW, UIST, IUI, HRI, and ICWSM, are highly selective venues for archival papers only, comparable to many IEEE journals in their selectivity, visibility, and impact.\\[0.1cm]
(The ACM is the largest professional society for computer scientists, and AAAI stands for the Association for the Advancement of Artificial Intelligence.)\\[0.1cm]
Authors are typically ordered such that leading students are listed from largest to smallest contribution from the left. Supervising faculty and postdocs are typically ordered from the right. \\
The last author is the primary sponsor and supervisor.\\[0.2cm] %, and project advisor.
\emph{* indicates equal contribution.}\\
\emph{$\dagger$ indicates a PhD advisee, Master's advisee, or predoctoral research assistant.}\\
\emph{$\ddagger$ indicates a Harvard undergraduate student I supervised.}\\
\emph{$\|$ indicates a student who took or TF'd my graduate research seminar, CS279R.}\\
\emph{$\mathsection$ indicates a current or former postdoctoral scholar.}\\
\emph{$\dagger\dagger$ indicates a current or former visiting scholar.}\\
\emph{$\ddagger\ddagger$ indicates NSF grant co-PI.}\\
\emph{** indicates a PhD student for whom I am or have been a doctoral thesis committee member.}
%For more details, see ``Selectivity and Impact'' by Jilin Chen and Joseph Konstan.}
%\\[0.25cm]
%\emph{Learning at scale}\\
%{\small Special Issue on Online Learning at Scale}\\
%Online Learning at Scale Special Issue
%\emph{Biomedical signal processing}\\
%\years{2005}\textbf{EL Glassman}. “A wavelet-like filter based on neuron action potentials for analysis of human scalp electroencephalographs." \emph{IEEE Transactions on Biomedical Engineering (TBME)} 52 (11), 1851-1862.\\
%\subsection*{Refereed conference papers}
%\textbf{Interactive Programming Support}\\\\
%33.9%
\subsubsection*{2024 ACM \textbf{CHI}: Conference on Human Factors in Computing Systems}
Flagship HCI conference, 26.4\% acceptance rate (33.9\% for Late Breaking Work or LBW).\\
%All camera ready full papers have been submitted.\\[0.2cm]
\years{\textbf{C35}} Z Gu$\dagger$, I Arawjo$\mathsection$, K Li$\|$, JK Kummerfeld$\dagger\dagger$, \textbf{EL Glassman}\\ \href{https://glassmanlab.seas.harvard.edu/papers/gptsm.pdf}{An AI-Resilient Text Rendering Technique for Reading and Skimming Documents}\\
\textit{Provisional patent filed}\\
%Full CHI Paper\\
%\emph{ACM Conference on Human Factors in Computing Systems}\\
%(Camera Ready Submitted, awaiting final confirmation of acceptance)\\
[0.2cm]
\years{\textbf{C34}}\hl{\textbf{Best of CHI Honorable Mention (top 5\%)}}\\ KI Gero$\mathsection$, C Swoopes$\dagger$, Z Gu$\dagger$, JK Kummerfeld$\dagger\dagger$, \textbf{EL Glassman}\\ \href{https://glassmanlab.seas.harvard.edu/papers/mesotext.pdf}{Supporting Sensemaking of Large Language Model Outputs at Scale}\\
%Full CHI Paper\\
%\emph{ACM Conference on Human Factors in Computing Systems}\\
[0.2cm]
\years{\textbf{C33}}\hl{\textbf{Best of CHI Honorable Mention (top 5\%)}}\\ I Arawjo$\mathsection$, C Swoopes$\dagger$, P Vaithilingam$\dagger$, M Wattenberg, \textbf{EL Glassman}\\ \href{https://glassmanlab.seas.harvard.edu/papers/chainforge.pdf}{ChainForge: A Visual Toolkit for Prompt Engineering and LLM Hypothesis Testing}\\
%Full CHI Paper\\
%\emph{ACM Conference on Human Factors in Computing Systems}\\
[0.2cm]
\years{\textbf{C32}}\hl{\textbf{Best Paper Award (top 1\%)}} P Vaithilingam$\dagger$, \textbf{EL Glassman}, JP Inala, C Wang\\ \href{https://glassmanlab.seas.harvard.edu/papers/dynavis.pdf}{DynaVis: Dynamically Synthesized UI Widgets for Visualization Editing}\\
\textit{(Microsoft Internship Project)}\\
%Full CHI Paper\\
%\emph{ACM Conference on Human Factors in Computing Systems}\\
[0.2cm]
\years{\textbf{C31} LBW}Z Gu$\dagger$, O Raymond, N Al Madi$\dagger\dagger$, \textbf{EL Glassman}\\
\href{https://glassmanlab.seas.harvard.edu/papers/gptsm_eye_lbw.pdf}{Why Do Skimmers Perform Better with Grammar-Preserving Text Saliency Modulation (GP-TSM)? Evidence from an Eye Tracking Study}
%Late Breaking Work
%[0.3cm]
\subsubsection*{2023 ACM \textbf{CHI}: Conference on Human Factors in Computing Systems}
Similar acceptance rates to 2024 CHI conference above, i.e., typically 20-25\%.\\[0.2cm]
\years{\textbf{C30}}SA Gebreegziabher, Z Zhang, X Tang, Y Meng, \textbf{EL Glassman}, TJ Li\\ \href{http://glassmanlab.seas.harvard.edu/papers/patat_CHI23.pdf}{PaTAT: Human-AI Collaborative Qualitative Coding with Explainable Interactive Rule Synthesis}\\
\textbf{Cited 20 times since May 2023}\\
%\emph{ACM Conference on Human Factors in Computing Systems}\\
[0.2cm]
\years{\textbf{C29} LBW}H Heuer$\dagger\dagger$, \textbf{EL Glassman}\\
\href{https://glassmanlab.seas.harvard.edu/papers/heuer_CHI23LBW_accessibleTextTools.pdf}{Accessible Text Tools: Where They Are Needed \& What They Should Look Like}\\
%\emph{Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems}\\
\subsubsection*{2023 ACM \textbf{TOCHI}: Transactions on Computer-Human Interaction}
Accepted papers are guaranteed a presentation at the authors' pick of several top-tier ACM HCI conferences.\\
\years{\textbf{J4}}N Singh*$\|$, G Bernal*$\|$, D Savchenko*$\|$, \textbf{EL Glassman}\\
\href{http://glassmanlab.seas.harvard.edu/papers/elephant_tochi2022.pdf}{Where to Hide a Stolen Elephant: Leaps in Creative Writing with Multimodal Machine Intelligence}\\
\textit{CS279R course final project, iterated on after the semester ended}\\
\textbf{Cited 74 times since pre-release in 2022}\\[0.2cm]
%\emph{ACM Transactions on Computer-Human Interaction}
\years{\textbf{J3}}H Heuer$\dagger\dagger$, \textbf{EL Glassman}\\
\href{http://glassmanlab.seas.harvard.edu/papers/reliability_criteria.pdf}{Reliability Criteria for News Websites}
%\emph{ACM Transactions on Computer-Human Interaction}\\
\subsubsection*{2023 Other Peer-Reviewed Conference Papers}
Acceptance rates at these conferences are typically 30-40\%.\\
\years{\textbf{C28}}P Vaithilingam$\dagger$, \textbf{EL Glassman}, P Groenwegen, S Gulwani, AZ Henley, R Malpani, D Pugh, A Radhakrishna, G Soares, J Wang, A Yim\\ \href{http://glassmanlab.seas.harvard.edu/papers/Vaithilingam2023ICSE_IntelliCode.pdf}{Towards More Effective AI-Assisted Programming: A Systematic Design Exploration to Improve Visual Studio Intelli-Code’s User Experience}\\
\emph{IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice\\
\textbf{(ICSE-SEIP)}} \textit{(Microsoft Internship Project)}\\[0.2cm]
\years{\textbf{C27}}H Heuer$\dagger\dagger$, \textbf{EL Glassman}\\
\href{http://glassmanlab.seas.harvard.edu/papers/accessible_text_tools_MuC23.pdf}{Accessible Text Tools for People with Cognitive Impairments and Non-Native Readers: Challenges and Opportunities}\\
\emph{Mensch und Computer}
\subsubsection*{2022 ACM \textbf{UIST}: User Interface Software \& Technology }
Typically 20-25\% acceptance rate.\\
\years{\textbf{C26}}L Yan$\dagger$, M Kim$\ddagger\ddagger$, B Hartmann$\ddagger\ddagger$, T Zhang$\mathsection$, \textbf{EL Glassman}\\ \href{http://glassmanlab.seas.harvard.edu/papers/paralib_uist22.pdf}{Concept-Annotated Examples for Library Comparison}
%\\
%\emph{ACM Symposium on User Interface Software \& Technology}
\subsubsection*{2022 ACM/IEEE \textbf{HRI}: International Conference on Human-Robot Interaction}
Typically 20-25\% acceptance rate.\\
\years{\textbf{C25}}S Booth**, S Sharma$\|$, S Chung, J Shah, \textbf{EL Glassman}\\
\href{http://glassmanlab.seas.harvard.edu/papers/booth_hri2022.pdf}{Revisiting Human-Robot Teaching and Learning Through the Lens of Human Concept Learning Theory}
%\emph{ACM/IEEE International Conference on Human-Robot Interaction}%\\[0.2cm]
\subsubsection*{2022 ACM \textbf{CHI}: Conference on Human Factors in Computing Systems}
%Similar acceptance rates to 2024 CHI conference above.\\
\years{\textbf{C24}}H Heuer$\dagger\dagger$, \textbf{EL Glassman}\\
\href{http://glassmanlab.seas.harvard.edu/papers/who_checklist_chi22.pdf}{A Comparative Evaluation of Interventions Against Misinformation: Augmenting the WHO~Checklist}\\
%\emph{ACM Conference on Human Factors in Computing Systems}%\\
%Typically 23-25\% acceptance rate\\
[0.2cm]
\years{\textbf{C23} LBW}P Vaithilingam$\dagger$, T Zhang$\mathsection$, \textbf{EL Glassman}\\
\href{http://glassmanlab.seas.harvard.edu/papers/chi2022-lbw-copilot.pdf}{Expectation vs. Experience: Evaluating the Usability of Code Generation Tools Powered by Large Language Models}\\
\textbf{Cited 299 times since May 2022}
%\emph{Extended Abstracts of the 2022 CHI Conference on Human Factors in Computing Systems}\\[0.2cm]
\subsubsection*{2022 AAAI \textbf{ICWSM}: International Conference on Web and Social Media}
Approximately 20\% acceptance rate.\\
\years{\textbf{C22}}Z Epstein*$\|$, N Foppiani*$\|$, S Hilgard*$\|$, S Sharma*$\|$, \textbf{EL Glassman}, D Rand\\
\href{http://glassmanlab.seas.harvard.edu/papers/epsteinEtAl_CS279_icwsm.pdf}{Do explanations increase the effectiveness of AI-crowd generated fake news warnings?}\\
\textit{CS279R course final project, iterated on after the semester ended}
%\emph{International AAAI Conference on Web and Social Media}
\subsubsection*{2021 ACM \textbf{UIST}: User Interface Software \& Technology}
%Typically 20-25\% acceptance rate.\\
\years{\textbf{C21}}J Hu**, P Vaithilingam$\dagger$, S Chong, M Seltzer, \textbf{EL Glassman}\\
\href{http://glassmanlab.seas.harvard.edu/papers/ASSUAGE_UIST21.pdf}{ASSUAGE: Assembly Synthesis Using A Guided Exploration}
%\emph{ACM Symposium on User Interface Software \& Technology}\\
\subsubsection*{2021 \textbf{CACM}: Communications of the ACM}
Flagship magazine of the ACM.\\%, the overarching professional organization for Computer Science.\\
\years{\textbf{M1}}S Chasins, \textbf{EL Glassman}, J Sunshine\\
\href{http://glassmanlab.seas.harvard.edu/papers/PLandHCI_betterTogether.pdf}{PL and HCI: Better Together}\\
%\emph{Communications of the ACM}
Vol. 64, Issue 8.
\subsubsection*{2021 ACM \textbf{CHI}: Conference on Human Factors in Computing Systems}
%23-25\% acceptance rate\\
\years{\textbf{C20}}\hl{\textbf{Best of CHI Honorable Mention (top 5\%)}}\\
A Ross, N Chen$\ddagger$, E Zhao Hang$\ddagger$, \textbf{EL Glassman}, F Doshi-Velez\\
\href{http://glassmanlab.seas.harvard.edu/papers/evalGenModels_chi2021.pdf}{Evaluating the Interpretability of Generative Models by Interactive Reconstruction}\\
%\emph{ACM Conference on Human Factors in Computing Systems}\\
%23-25\% acceptance rate\\
[0.2cm]
\years{\textbf{C19}}\hl{\textbf{Best of CHI Honorable Mention (top 5\%)}}\\
L Yan$\dagger$, \textbf{EL Glassman}, T Zhang$\mathsection$\\
\href{http://glassmanlab.seas.harvard.edu/papers/examplenet_chi2021.pdf}{Visualizing Examples of Deep Neural Networks at Scale}\\
[0.2cm]
\years{\textbf{C18}} T Zhang$\mathsection$, Z Chen, Y Zhu, P Vaithilingam$\dagger$, X Wang, \textbf{EL Glassman}\\
\href{http://glassmanlab.seas.harvard.edu/papers/ips_chi2021.pdf}{Interpretable Program Synthesis}
%\emph{ACM Conference on Human Factors in Computing Systems}\\
%23-25\% acceptance rate\\
%[0.2cm]
%\emph{ACM Conference on Human Factors in Computing Systems}\\
%23-25\% acceptance rate
\subsubsection*{2020 ACM \textbf{UIST}: User Interface Software \& Technology }
%Typically 20-25\% acceptance rate.\\
\years{\textbf{C17}}T Zhang$\mathsection$, L Lowmanstone$\ddagger$, X Wang, \textbf{EL Glassman}\\
\href{http://glassmanlab.seas.harvard.edu/papers/ips_augex_uist20.pdf}{Interactive Program Synthesis by Augmented Examples}
%\emph{ACM Symposium on User Interface Software \& Technology}\\[0.2cm]
%23.6\% acceptance rate\\
\subsubsection*{2020 ACM \textbf{CHI}: Conference on Human Factors in Computing Systems}
%Typically 20-25\% acceptance rate.\\
\years{\textbf{C16}}T Zhang$\mathsection$, B Hartmann$\ddagger\ddagger$, M Kim$\ddagger\ddagger$, \textbf{EL Glassman}\\
\href{http://glassmanlab.seas.harvard.edu/papers/Data-driven-API-CHI20.pdf}{Enabling Data-Driven API Design with Community Usage Data: A Need-Finding Study}
%\emph{ACM Conference on Human Factors in Computing Systems}\\[0.2cm]
%25.8\% acceptance rate\\
\subsubsection*{2020 ACM \textbf{IUI}: International Conference on Intelligent User Interfaces (IUI)}
23.4\% acceptance rate.\\
%\subsubsection*{2020}
\years{\textbf{C15}}\hl{\textbf{Best Paper Award}}\\
Z Bucinca*, P Lin*$\|$, K Gajos, \textbf{EL Glassman}\\
\href{http://glassmanlab.seas.harvard.edu/papers/bucinca_iui20_proxy.pdf}{Proxy Tasks and Subjective Measures Can Be Misleading in Evaluating XAI Systems}\\
\emph{ACM Intelligent User Interfaces}\\
\textbf{Cited 217 times since March 2020}
%TBD\% acceptance rate\\
\subsubsection*{2020 Other Peer-Reviewed Conference Papers}
\years{2020 FSE\\ \textbf{C14}}C Barnaby, K Sen, T Zhang$\mathsection$, \textbf{EL Glassman}, S Chandra\\
\href{http://glassmanlab.seas.harvard.edu/papers/fse2020-industry-example-generation.pdf}{Exempla Gratis (E.G.): Code Examples for Free}\\
\emph{ACM Joint European Software Engineering Conference \& Symposium on the Foundations of Software Engineering} (Industry Track)\\
\textit{Collaboration with Meta Engineers, designing an internal developer support tool}
\subsubsection*{2019}
\years{2019 VL/HCC\\ \textbf{C13}}J Cambronero, J Shen, J Cito, \textbf{EL Glassman}, M Rinard\\
\href{http://glassmanlab.seas.harvard.edu/papers/vlhcc19-patches.pdf}{Characterizing developer use of automatically generated patches}\\
\emph{IEEE Symposium on Visual Languages and Human-Centric Computing}\\
31-33\% acceptance rate.
\subsubsection*{Prior to starting faculty position}
\years{2018 CHI\\ \textbf{C12}}\textbf{EL Glassman}*, T Zhang*, B Hartmann, M Kim\\
\href{http://glassmanlab.seas.harvard.edu/papers/examplore_chi18.pdf}{Visualizing API Usage Examples at Scale}\\
\emph{ACM Conference on Human Factors in Computing Systems}\\
25.8\% acceptance rate.\\
\textbf{Cited 56 times}\\[0.2cm]
%\newpage
\years{2018 CHI\\ \textbf{C11}}\hl{\textbf{Best of CHI Honorable Mention (top 5\%)}}\\
A Head, \textbf{EL Glassman}, B Hartmann, M Hearst\\
\href{http://glassmanlab.seas.harvard.edu/papers/head-codescoop-chi2018.pdf}{Interactive Extraction of Examples from Existing Code}\\
\emph{ACM Conference on Human Factors in Computing Systems}\\
25.8\% acceptance rate.\\[0.2cm]
%\years{2017}Writing Reusable Code Feedback at Scale with Mixed-Initiative Program Synthesis\\A Head, \textbf{EL Glassman}, G Soares, R Suzuki, L Figueredo, L D'Antoni and B Hartmann\\ ACM Learning at Scale\\
%\emph{13\% acceptance rate}\\\\
\years{2017 L@S\\ \textbf{C10}}A Head*, \textbf{EL Glassman}*, G Soares*, R Suzuki, L Figueredo, L D'Antoni, B Hartmann\\
\href{http://glassmanlab.seas.harvard.edu/papers/glassmanLatS17.pdf}{Writing Reusable Code Feedback at Scale with Mixed-Initiative Program Synthesis}\\
\emph{ACM Learning at Scale}\\
13\% acceptance rate.\\
\textbf{Cited 136 times}\\[0.2cm]
\years{2017 VL/HCC\\ \textbf{C9}}R Suzuki, G Soares, A Head, \textbf{EL Glassman}, R Reis, M Mongiovi, L D'Antoni, B Hartmann\\
\href{http://glassmanlab.seas.harvard.edu/papers/vlhcc-2017-tracediff.pdf}{TraceDiff: Debugging Unexpected Code Behavior Using Trace Divergences}\\
\emph{IEEE Symposium on Visual Languages and Human-Centric Computing}\\
29\% acceptance rate.\\[0.2cm]
\years{2016 CSCW\\ \textbf{C8}}
\textbf{EL Glassman}, A Lin, C Cai, R Miller\\
\href{http://glassmanlab.seas.harvard.edu/papers/cscw_glassman.pdf}{Learnersourcing Personalized Hints}\\
\emph{ACM Computer-Supported Cooperative Work and Social Computing}\\
25\% acceptance rate.\\[0.2cm]
\years{2016 ASIST\\ \textbf{C7}}
\textbf{EL Glassman}, D Russell\\
\href{http://glassmanlab.seas.harvard.edu/papers/glassman-and-russell.pdf}{DocMatrix: Self-Teaching from Multiple Sources}\\
ASIS\&T Annual Meeting\\
40\% acceptance rate.\\[0.2cm]
\years{2015 UIST\\ \textbf{C6}}\textbf{EL Glassman}, L Fischer, J Scott, R Miller\\
\href{http://glassmanlab.seas.harvard.edu/papers/uist2015-elg-foobaz.pdf}{Foobaz: Variable Name Feedback for Student Code at Scale}\\
\emph{ACM Symposium on User Interface Software \& Technology}\\
23.6\% acceptance rate.\\[0.2cm]
\years{2015 CHI\\ \textbf{C5}}\hl{\textbf{Best of CHI Honorable Mention (top 5\%)}}\\
\textbf{EL Glassman}, J Kim, A Monroy-Hernández, MR Morris\\
\href{http://glassmanlab.seas.harvard.edu/papers/mudslide_chi2015.pdf}{Mudslide: A Spatially Anchored Census of Student Confusion for Online Lecture Videos}\\
\emph{ACM Conference on Human Factors in Computing Systems}\\
23\% acceptance rate.\\[0.2cm]
%\newpage
\years{2015 CHI\\ \textbf{C4}}
J Kim, \textbf{EL Glassman}, A Monroy-Hernández, MR Morris\\
\href{http://glassmanlab.seas.harvard.edu/papers/rimes_chi2015.pdf}{RIMES: Embedding Interactive Multimedia Exercises in Lecture Videos}\\
\emph{ACM Conference on Human Factors in Computing Systems}\\
23\% acceptance rate.\\[0.2cm]
\years{2015 TOCHI\\ \textbf{J2}}
\textbf{EL Glassman}, J Scott, R Singh, P Guo, RC Miller\\
\href{http://glassmanlab.seas.harvard.edu/papers/glassman-tochi.pdf}{OverCode: visualizing variation in student solutions to programming problems at scale}\\
\emph{ACM Transactions on Computer-Human Interaction}, 22 (2), April 2015.\\
\textbf{Cited 196 times}\\[0.2cm]
\years{2013 ICER\\ \textbf{C3}}
\textbf{EL Glassman}, N Gulley, RC Miller\\
\href{http://glassmanlab.seas.harvard.edu/papers/icer27-glassman.pdf}{Toward Facilitating Assistance to Students Attempting Engineering Design Problems}\\
\emph{ACM International Computing Education Research}\\
33\% acceptance rate.\\[0.2cm]
\years{2012 ICRA\\ \textbf{C2}}
\textbf{EL Glassman}, A Desbiens, M Tobenkin, M Cutkosky, R Tedrake\\
\href{http://glassmanlab.seas.harvard.edu/papers/perchingROA.pdf}{Region of attraction estimation for a perching aircraft: A Lyapunov method exploiting barrier certificates}\\
\emph{IEEE International Conference on Robotics and Automation}\\
40\% acceptance rate.\\[0.2cm]
\years{2010 ICRA\\ \textbf{C1}}
\textbf{EL Glassman}, R Tedrake\\
\href{http://glassmanlab.seas.harvard.edu/papers/quadRegICRA.pdf}{A quadratic regulator-based heuristic for rapidly exploring state space}\\
\emph{IEEE International Conference on Robotics and Automation}\\[0.2cm]
\years{2005 TBME\\ \textbf{J1}}
\textbf{EL Glassman}\\
\href{http://glassmanlab.seas.harvard.edu/papers/SNAPwavelet.pdf}{A wavelet-like filter based on neuron action potentials for analysis of human scalp electroencephalographs}\\
\emph{IEEE Transactions on Biomedical Engineering} 52 (11), 1851-1862, Nov. 2005.
%[.2cm]
%\emph{Underactuated robotics}\\
%\years{2012}\textbf{EL Glassman}, AL Desbiens, M Tobenkin, M Cutkosky, R Tedrake. ``Region of attraction estimation for a perching aircraft: A Lyapunov method exploiting barrier certificates.'' \emph{IEEE International Conference on Robotics and Automation (ICRA)}.\\
%\years{2010}\textbf{EL Glassman}, R Tedrake. ``A quadratic regulator-based heuristic for rapidly exploring state space.'' \emph{IEEE International Conference on Robotics and Automation (ICRA)}.\\[.2cm]
%\emph{Biomedical signal processing}\\
%\years{2006}\textbf{EL Glassman}, JV Guttag. ``Reducing the number of channels for an ambulatory patient-specific EEG-based epileptic seizure detector by applying recursive feature elimination.'' \emph{IEEE Engineering in Medicine and Biology Society (EMBS)}.\\
\subsection*{Technology Reports}
\noindent
%\emph{Interpretable Machine Learning}\\
\years{2024 arXiv\\ \textbf{T8}}P Vaithilingam$\dagger$, I Arawjo$\mathsection$, \textbf{EL Glassman}\\\href{https://arxiv.org/pdf/2402.07342}{Imagining a Future of Designing with AI: Dynamic Grounding, Constructive Negotiation, and Sustainable Motivation}\\[.2cm]
\years{2024 arXiv\\ \textbf{T7}}A Cai$\dagger$, I Arawjo$\mathsection$, \textbf{EL Glassman}\\\href{https://arxiv.org/pdf/2402.07350}{Antagonistic AI}\\[.2cm]
\years{2023 arXiv\\ \textbf{T6}}\textbf{EL Glassman}\\\href{https://arxiv.org/pdf/2309.02257.pdf}{Designing Interfaces for Human-Computer Communication: An On-Going Collection of Considerations}\\[.2cm]
\years{2023 arXiv\\ \textbf{T6}}Y Pu, S Vaduguru, P Vaithilingam$\dagger$, \textbf{EL Glassman}, D Fried\\\href{https://arxiv.org/pdf/2309.03225}{Amortizing Pragmatic Program Synthesis with Rankings}\\[.2cm]
\years{2023 arXiv\\ \textbf{T5}}P Vaithilingam$\dagger$, Y Pu, \textbf{EL Glassman}\\\href{https://arxiv.org/pdf/2308.06656}{The Usability of Pragmatic Communication in Regular Expression Synthesis}\\[.2cm]
\years{2023 arXiv\\ \textbf{T4}}A Cai$\|$, C Ardayfio$\ddagger$, AP Nguyen$\ddagger$, T Lin**, \textbf{EL Glassman}\\\href{https://arxiv.org/abs/2311.11238}{AtomXR: Streamlined XR Prototyping with Natural Language and Immersive Physical Interaction}\\[.2cm]
\years{2023 arXiv\\ \textbf{T3}}J Zhou, \textbf{EL Glassman}, DS Weld\\\href{https://arxiv.org/pdf/2303.06264}{An Interactive UI to Support Sensemaking over Collections of Parallel Texts}\\
\textit{Master's Thesis at University of Washington CS that I unofficially co-advised}\\[.2cm]
\years{2022 arXiv\\ \textbf{T2}}S Ali$\|$, S Upadhyay$\|$, G Hiranandani, \textbf{EL Glassman}, O Koyejo\\\href{https://arxiv.org/pdf/2212.03495}{Metric Elicitation; Moving from Theory to Practice}\\
\textit{CS279R course final project, iterated on after the semester ended}\\[.2cm]
%\subsubsection*{Prior to starting faculty position}
\years{2015 CSAIL\\ \textbf{T1}}B Kim, \textbf{EL Glassman}, B Johnson, J Shah\\
\href{http://glassmanlab.seas.harvard.edu/papers/MIT-CSAIL-TR-2015-010.pdf}{iBCM: Interactive Bayesian Case Model Empowering Humans via Intuitive Interaction}\\ MIT CSAIL TR-2015-010, April 2015.
%\subsection*{Theses}
%\noindent
%\emph{Learning at scale}\\
%\years{2016 MIT}Clustering and Visualizing Solution Variation in Massive Programming Classes\\ \textbf{EL Glassman}\\ MIT EECS Ph.D. Thesis\\[.2cm]
%\emph{Underactuated robotics}\\
%\years{2010}\textbf{EL Glassman}. ``A quadratic regulator-based heuristic for rapidly exploring state space.'' MIT EECS M.Eng. Thesis.\\
\subsection*{Posters, demos, and workshop papers}
\noindent
\years{2024 NAS\\ \textbf{W21}}\textbf{EL Glassman}\\AI-Resilient Interfaces and the Value of Variation\\U.S. Kavli Frontiers of Science\\
\emph{National Academy of Sciences}\\
[0.2cm]
\years{2023 UIST\\ \textbf{W20}}
I Arawjo$\mathsection$,
P Vaithilingam$\dagger$,
M Wattenberg,
\textbf{EL Glassman}\\
\href{https://dl.acm.org/doi/10.1145/3586182.3616660}{ChainForge: An open-source visual programming environment for prompt engineering}\\
\emph{Poster @ ACM Symposium on User Interface Software and Technology (UIST)}\\[0.2cm]
\years{2023 PLATEAU\\ \textbf{W19}}
T Holloway$\dagger$,
C Swoopes$\dagger$,
I Arawjo$\mathsection$,
H Peleg,
\textbf{EL Glassman}\\
\href{https://doi.org/10.1184/R1/22277320.v1}{Reverse Sketching}\\
\emph{Workshop on Evaluation and Usability of Programming Languages and Tools}\\[0.2cm]
\years{2022 NeurIPS\\ \textbf{W18}}KI Gero$\mathsection$, JK Kummerfeld$\dagger\dagger$, \textbf{EL Glassman}\\
\href{https://glassmanlab.seas.harvard.edu/papers/gero2022_neuripsworkshop.pdf}{Sensemaking Interfaces for Human Evaluation of Language Model Outputs}\\
\textit{Human Evaluation of Generative Models Workshop @ NeurIPS}\\[0.2cm]
\years{2022 ACL\\ \textbf{W17}}N Singh*$\|$, G Bernal*$\|$, D Savchenko*$\|$, \textbf{EL Glassman}\\
\href{http://glassmanlab.seas.harvard.edu/papers/elephant_in2writing_selective_summary.pdf}{A Selective Summary of Where to Hide a Stolen Elephant: Leaps in Creative Writing with Multimodal Machine Intelligence}\\
\emph{Workshop on Intelligent and Interactive Writing Assistants (In2Writing 2022) @ ACL}\\
\textit{CS279R course final project, iterated on after the semester ended}\\[0.2cm]
% \years{2022 CHI}P Vaithilingam$\dagger$, T Zhang, \textbf{EL Glassman}\\
% \href{http://glassmanlab.seas.harvard.edu/papers/copilot_lbw_chi22.pdf}{Expectation vs. Experience: Evaluating the Usability of Code Generation Tools Powered by Large Language Models}\\
% \emph{Late-Breaking Work @ ACM CHI}\\[0.2cm]
\years{2021 VIS\\ \textbf{W16}}\hl{\textbf{Honorable Mention Award}}\\T Zhang$\mathsection$, TH McCoy Jr., RH Perlis, F Doshi-Velez, \textbf{EL Glassman}\\
\href{http://glassmanlab.seas.harvard.edu/papers/Interactive_Visual_Analytics_for_EHRs_VAHC_2021.pdf}{Interactive Cohort Analysis and Hypothesis Discovery by Exploring Temporal Patterns in Population-Level Health Records}\\
\emph{12th Workshop on Visual Analytics in Healthcare (VAHC) @ IEEE VIS}\\[0.2cm]
\years{2021 NeurIPS\\ \textbf{W15}}S Bridgers, \textbf{EL Glassman}, L Schulz, T Ullman\\
\href{http://glassmanlab.seas.harvard.edu/papers/MiC_NeurIPS21_Loopholes.pdf}{Loopholes: a Window into Value Alignment and the Learning of Meaning}\\
\emph{Meaning in Context: Pragmatic Communication in Humans and Machines Workshop @ NeurIPS}\\[0.2cm]
\years{2020 C+J\\ \textbf{W14}}\textbf{EL Glassman}, Janet Sung$\dagger$, Katherine Qian$\ddagger$, Yuri Vishnevsky, Amy Zhang\\
\href{https://glassmanlab.seas.harvard.edu/papers/glassman_CJ_2020.pdf}{Triangulating the News: Visualizing Commonality and Variation Across Many News Stories on the Same Event}\\
\emph{Computation + Journalism Symposium}\\[0.2cm]
\years{2019 PLATEAU\\ \textbf{W13}}Rebecca Hao$\ddagger$, {\bf EL Glassman}\\
``Approaching polyglot programming: what can we learn from bilingualism studies?''\\
Workshop on Evaluation and Usability of Programming Languages and Tools\\
\emph{Co-located with ACM User Interface Software and Technology}\\[0.2cm]
\years{2017 KDD\\ \textbf{W12}}
S Tan, F Doshi-Velez, J Quiroz, {\bf EL Glassman}\\
``Clustering LaTeX Solutions to Machine Learning Assignments for Rapid Assessment''\\
Machine Learning for Education Workshop\\
\emph{ACM Conference on Knowledge Discovery and Data Mining}\\[0.2cm]
\years{2017 CHI EA\\ \textbf{W11}}
R Suzuki, G Soares, {\bf EL Glassman}, A Head, L D'Antoni, B Hartmann\\
``Exploring the Design Space of Automatically Synthesized Hints for Introductory Programming Assignments'' \\ \emph{CHI EA '17: Proceedings of the 2017 CHI Conference Extended Abstracts on Human Factors in Computing Systems}\\[0.2cm]
\years{2017 L@S\\ \textbf{W10}}
A Ju, {\bf EL Glassman}, A Fox\\
``Teamscope: Scalable Team Evaluation via Automated Metric Mining for Communication, \\Organization, Execution, and Evolution''\\
\emph{ACM Learning at Scale Conference}\\[0.2cm]
\years{2016 ICML\\ \textbf{W9}}
{\bf EL Glassman} \\
``Learning Latent Student Design Decisions in Python Programming Classes''\\
Workshop on Machine Learning for Digital Education and Assessment Systems\\
\emph{International Conference on Machine Learning}\\[0.2cm]
\years{2016 NEML\\ \textbf{W8}}
{\bf EL Glassman} \\
``Learning Latent Student Design Decisions in Massive Python Programming Classes''\\
\emph{New England Machine Learning Day}\\[0.2cm]
\years{2016 CSCW\\ \textbf{W7}}
{\bf EL Glassman}, R Miller \\
``Leveraging Learners for Teaching Programming and Hardware Design at Scale''\\
\emph{ACM Computer-Supported Cooperative Work and Social Computing}\\[0.2cm]
\years{2016 CSCW\\ \textbf{W6}}
{\bf EL Glassman}, B Kim, J Shah\\
``Scaling Up Qualitative Data Analysis With Interfaces Powered by Interpretable \\ Machine Learning'' \\Human-Centered Data Science Workshop\\
\emph{ACM Computer-Supported Cooperative Work and Social Computing}\\[0.2cm]
%\years{2016 MIT} MIT CSAIL Research Party, Cambridge, MA.\\
%\years{2015 MIT}{\bf EL Glassman}. Rising Stars Workshop for aspiring CS faculty, MIT.\\
%\newpage
\years{2015 L$@$S\\ \textbf{W5}}
{\bf EL Glassman}, C Terman, R Miller\\
``Learner-Sourcing in an Engineering Class at Scale''\\
\emph{ACM Learning at Scale Conference}\\[0.2cm]
\years{2014 UIST}
{\bf EL Glassman\\ \textbf{W4}}\\
``Interacting with Massive Numbers of Student Solutions''\\
\emph{ACM Symposium on User Interface Software \& Technology}\\[0.2cm]
\years{2014 L$@$S\\ \textbf{W3}}
{\bf EL Glassman}, R Singh, R Miller\\
``Feature Engineering for Clustering Student Solutions''\\
\emph{ACM Learning at Scale Conference}\\[0.2cm]
\years{2009 NIPS\\ \textbf{W2}}
{\bf EL Glassman}\\
``A quadratic regulator-based heuristic for rapidly exploring state space''\\
Women in Machine Learning Workshop (WIML)\\
\emph{Neural Information Processing Systems}\\[0.2cm]
\years{2006 EMBS\\ \textbf{W1}}
\textbf{EL Glassman}, J Guttag\\
%\href{http://glassmanlab.seas.harvard.edu/papers/embsFeatureSelection.pdf}{Reducing the number of channels for an ambulatory patient-specific EEG-based epileptic seizure detector by applying recursive feature elimination}\\
``Reducing the number of channels for an ambulatory patient-specific EEG-based epileptic seizure detector by applying recursive feature elimination''\\
\emph{IEEE Engineering in Medicine and Biology Society}
\subsection*{Book Chapters}
\noindent
%\emph{Learning at scale}\\
\years{2016}JJ Williams, J Kim, \textbf{EL Glassman}, A Rafferty, W Lasecki\\
``Making Static Lessons Adaptive through Crowdsourcing \& Machine Learning''\\
\emph{Design Recommendations for Intelligent Tutoring Systems: Domain Modeling} Vol. 4, \\
US Army Research Laboratory, July 2016.
%\\US Army Research Laboratory
\section*{Funding}
\subsection*{NSF grants to Harvard}
\noindent
\years{2021-25}Collaborative Research: FMitF: Track I: Usable Synthesis-based End-User Programming with Rich Interaction Modalities\\
\textit{Co-PI with Xinyu Wang (UMich CSE)} \hfill \$350,000\\[0.2cm]
\years{2021-25}HCC: Medium: Improving Human-AI Collaboration on Decision-Making Tasks\\
\textit{Co-PI with Krzysztof Gajos (Harvard CS), Finale Doshi-Velez (Harvard CS)} \hfill \$1,200,000\\[0.2cm]
\years{2021-24}FAI: Foundations of Fair AI in Medicine: Ensuring the Fair Use of Patient Attributes\\
\textit{Co-PI with Flavio du Pin Calmon (Harvard CS), Berk Ustun (UCSD)} \hfill \$714,000\\[0.2cm]
\years{2020-24}Collaborative Research: CHS: Medium: Code demography: Addressing information needs at scale for programming interface users and designers \\
\textit{Lead PI with Bjoern Hartmman (UC Berkeley EECS), Miryung Kim (UCLA CS)}\hfill \$200,000\\[0.2cm]
\years{2021-23}Collaborative Research: Loopholes as a window into the learning of meaning\\
\textit{Co-PI with Tomer Ullman (Harvard Psychology)} \hfill \$372,241\\[0.2cm]
\years{2020-23}Robust Intelligence (RI): Small: Human Validation in Batch Reinforcement Learning\\
\textit{Co-PI with Finale Doshi-Velez (Harvard CS)}\\[0.2cm]
\years{2019-22}PI, WORKSHOP: Student Innovation Challenge at User Interface Software and Technology 2019
\subsection*{Industry}
\noindent
\years{2023-24}Amazon Research Award\hfill \$70,000 +\$20,000 in AWS credit\\
\years{2019-2023}Facebook/Meta \hfill \$150,000
\subsection*{Harvard}
\noindent
\years{2021}Harvard Data Science Initiative Trust in Science Award\hfill \$30,000
\subsection*{Foundations}
\noindent
\years{2023}Sloan Foundation Fellowship \hfill \$75,000\\
\section*{Service}
%\hrule
\subsection*{Founding Co-Organizer}
\noindent
\years{2020, 2022}PL+HCI Swimmer School\\
\years{2020}CambridgeCHI, a regional virtual symposium of accepted CHI talks\\
\years{2017}Program Synthesis Hackathon at UC Berkeley\\
\years{2012}MIT edTech reading group
%\hrule
\subsection*{External Advisory Boards}
\noindent
\years{2021}Semantic Scholar, Allen Institute for Artificial Intelligence
\subsection*{Conference program committees}
\noindent
\years{2024}ACM FAccT AC, Interaction Track\\
\years{2024}Onward! Papers at the ACM SIGPLAN SPLASH conference\\
\years{2023, 2024}Onward! Essays at the ACM SIGPLAN SPLASH conference\\
\years{'19,21,23,24}ACM UIST AC\\
\years{'17,19-21,23-24}ACM CHI Engineering Interactive Systems and Technologies subcommittee AC\\
\\
\years{2022}ACM CHI Computational Interactions subcommittee AC\\
\years{2021}ACM UIST Best Paper Committee\\
\years{2021, 2024}ACM DIS AC\\
\years{2020, 2021}ACM CSCW AC\\
\years{2020}ACM FAT\\
%\years{2017}ACM CHI, Engineering Interactive Systems and Technologies subcommittee\\
\years{2017-2019}ACM Learning at Scale (L@S)\\
\years{2015}ACM CHI Works-in-Progress subcommittee
\subsection*{Organizing Committees}
\noindent
\years{2024-2025}Tools for Thought: Research and Design for Understanding, Protecting, and Augmenting Human Cognition with Generative AI\hfill ACM CHI Workshop\\
\years{2024-2025}ACM UIST Paper Co-Chair (one of four)\\
%\years{2025}35th U.S.~Kavli Frontiers of Science symposium\hfill National Academy of Sciences\\
\years{2024}Co-organizer, ``History and Future of HCI'\hfill HCIC\\
\years{2023-24}Co-organizer, ``Loopholes: Spirit-vs-Letter of the Law at the Dawn of AI''\hfill Harvard Radcliffe Exploratory Seminar\\
\years{2019-present}Workshop on Evaluation and Usability of Programming Languages and Tools (PLATEAU)\\
\years{2023, 2024}Workshops Co-Chair\hfill ACM UIST\\
\years{2020} Publicity Co-Chair\hfill ACM UIST\\
\years{2020-present} LIVE Steering Committee, for improving the usability of programming\hfill SPLASH\\
\years{2019}Doctoral Consortium Co-Chair\hfill ACM UIST \\
\years{2017-2018} Registration Chair\hfill ACM UIST\\
\years{2017}Text Across Domains (TextXD) Workshop \hfill Berkeley Institute of Data Science
\subsection*{Workshop program committees}
\noindent
\years{2024}Trust and Reliance in Human-AI Workflows\hfill CHI\\
\years{2023}Symposium on Machine Programming (MAPS) co-located with ESEC/FSE\\
\years{2020, 2023}Workshop on Human Aspects of Types and Reasoning Assistants (HATRA)\hfill SPLASH\\
\years{2022, 2023}Workshop on Trust and Reliance in AI-Human Teams (TRAIT) \hfill CHI\\
\years{2021}Workshop on Math AI for Education (MATHAI4ED)\hfill NeurIPS\\
%\years{2020}Human Aspects of Types and Reasoning Assistants \hfill SPLASH\\
\years{2019, 2020}Workshop on Knowledge Representation \& Reasoning Meets Machine Learning\hfill NeurIPS\\
\years{2019-21}Workshop on Intelligent Textbooks (iTextbooks)\hfill AIED \\
\years{2018, 2019}LIVE Programming Workshop, for improving the usability of programming\hfill SPLASH \\
%\years{2017, 2018}Workshop on Evaluation and Usability of Programming Languages and Tools\hfill SPLASH
%\years{2013-2015}Middle East Education through Technology (President of MIT Student Group)\\[0.2cm]
\textit{Session chairing and panel moderation}\\
\years{2022}Co-chair of the working group on ``Formal methods in HCC" \hfill NSF FMitF Virtual PI Meeting\\
\years{2019}Panel moderator, ``Beyond Words: Gender and the Aesthetics of Communication''\hfill Radcliffe\\
\years{2017, 2019}ACM UIST ``Code/Education Session'' and ``Software and Hardware Development''\\
%\years{2017}ACM UIST session chair, ``Code/Education Session''\\
\years{2015, 2017}ACM CHI ``Social Media \& Citizen Science'' and ``All About Data''
%\textit{Workshops}\\
%\noindent
%\years{2019-present}Workshop on Evaluation and Usability of Programming Languages and Tools\hfill UIST, SPLASH\\
\subsection*{Institute and University committees}
\years{2024}Hoopes Prize Science and Engineering Committee\hfill Harvard\\
\years{2022-2025}Standing Committee on Degrees in Studies of Women, Gender, and Sexuality \hfill Harvard FAS\\
\years{2022}Support for Junior Faculty Working Group\hfill Radcliffe Institute\\
%\years{2021}Radcliffe Dean's Advisory Board \hfill Harvard\\
%\years{2022-2023}(Deferred) Institute of Applied Computational Science (IACS) program committee\hfill Harvard\\
\years{2020}Enrollment Working Group member, planning for Harvard's reopening\hfill Harvard \\
\years{2005}Council on Educational Technology member\hfill MIT
\subsection*{Department and School committees}
\noindent
%\years{2019-present}Harvard CRCS Workshop on AI for Social Impact Advisory Committee\\
\years{2024}Working group on AI\hfill Harvard SEAS\\
\years{2023-24}Professor of the Practice in Innovation Search Committee\hfill Harvard SEAS\\
\years{2023}MDE Lecturer search committee\hfill Harvard SEAS/GSD\\
\years{2022-2024}Computer Science Curriculum Committee\hfill CS, Harvard\\
\years{'20-21,23-24}Committee on Higher Degrees (CHD)\hfill CS, Harvard\\
\years{2018-2019}PhD Diversity Admissions Committee member\hfill SEAS, Harvard \\
\years{2018-2019}Junior Faculty Search Committee member\hfill CS, Harvard\\
\years{2018-2019}Graduate Admissions Committee member\hfill SEAS, Harvard\\
\years{2018}Joint Degree Programs Committee member\hfill CS, Harvard\\
\years{2006-2008}Education Committee member\hfill EECS, MIT
\subsection*{External Reviewing}
\noindent
\textit{Grants}\\
\years{2024}Ad hoc CAREER grant review\hfill NSF\\
\years{2022}Site Visit Panel\hfill NSF\\
\years{2019}Grant Review Panel\hfill NSF\\[0.2cm]
\textit{Journals and Magazines}\\
\years{2022}Science Magazine \hfill AAAS\\
\years{2022, 2023}Communications of the ACM (CACM)\hfill ACM\\
\years{2021}Transactions on Software Engineering and Methodology (TOSEM)\hfill ACM\\
\years{2018}Empirical Software Engineering (EMSE)\\
\years{'17,21,23,24}Transactions on Computer-Human Interaction (TOCHI)\hfill ACM\\[0.2cm]
\textit{Conferences}\\
\years{2022}Human-Centered Natural Language Processing theme \hfill NAACL
%\textit{Magazines}\\
%\years{2017}ACM CHI session chair, ``All About Data''\\
%\textit{Conferences}\\
%\years{2015-present}ACM CHI\\
%ACM UIST\\
%ACM CSCW
\section*{Mentoring and Advising}
\textit{Postdoctoral Scholars}\\
\years{2023-2025}Katy Gero\hfill Harvard CS\\
\years{2023-2024}Naser Al Madi (Visiting Scholar)\hfill Colby CS\\
\years{2023}Ian Arawjo\hfill Harvard CS\\
\years{2022-2023}Jonathan K Kummerfeld (Visiting Scholar)\hfill UMich CS\\
\years{2020-2022}Hendrik Heuer (Visiting Scholar)\hfill University of Bremen CS\\
\years{2019-2021}Tianyi Zhang\hfill Harvard CS\\[0.2cm]
\textit{Doctoral Students}\\
\years{2024}Hai Dang (Visiting Scholar)\hfill University of Bayreuth\\
\years{2023-present}Chelse Swoopes\hfill Harvard CS\\
\years{2022-present}Ziwei Gu\hfill Harvard CS\\
\years{2022-2023}Sonia Murphy\hfill Harvard CS\\
\years{2020-present}Tyler Holloway\hfill Harvard CS\\
\years{2020-present}Priyan Vaithilingam\hfill Harvard CS\\[0.2cm]
\textit{PhD Thesis Committees}\\
\years{2025}Joanne Leong\hfill MIT Media Lab\\
%\years{2024}Hai Dang\hfill University of Bayreuth CS\\
\years{2023-2024}Nikhil Singh\hfill MIT Media Lab\\
\years{2021-2024}Edwin Chng\hfill Harvard HGSE\\
\years{2023-2024}Hussein Mozannar\hfill MIT EECS\\
\years{2023-2024}Amber Horvath\hfill CMU HCII\\
\years{2023-present}Simon Warchol\hfill Harvard CS\\
\years{2023-present}Mark Keller\hfill HMS\\
\years{2022-2023}Rebecca Krosnik\hfill UMich CS\\
\years{2020-2023}Serena Booth\hfill MIT EECS\\
\years{2023}Jackson Killian\hfill Harvard CS\\
\years{2022-23}Ziv Epstein\hfill MIT Media Lab\\
\years{2021-22}Jingmei Hu\hfill Harvard CS\\
\years{2021}Sophie Hilgard\hfill Harvard CS\\
\years{2021}Oscar Alvarado\hfill KU Leuven CS\\
\years{2021}Felix Gonda\hfill Harvard CS\\
\years{2021}Andrew Ross\hfill Harvard CS\\
\years{2020}Minsuk Chang\hfill KAIST CS\\
\years{2020}Hendrik Heuer\hfill University of Bremen CS\\[0.2cm]
\textit{Quals and Oral Comprehensive Exam Committees}\\
\years{2024}Sonia Murthy\hfill Harvard Psychology/CS\\
\years{2023}Joanne Leong\hfill MIT Media Lab\\
\years{2023}Diana Feng\hfill HGSE\\
\years{2023}Stephanie Yang\hfill HGSE\\
\years{2023}Jakob Troidl\hfill Harvard CS\\
\years{2021}Ziv Epstein\hfill MIT Media Lab\\
\years{2021}Edwin Chng\hfill HGSE\\
\years{2021}Jamelle Watson-Daniels\hfill Harvard CS\\
\years{2020}Andrew Ross\hfill Harvard CS\\
\years{2019}Sophie Hilgard\hfill Harvard CS\\
\years{2019}Hsiang Hsu\hfill Harvard CS\\
\years{2019}Juntao Wang\hfill Harvard CS\\
\years{2019}Eric Lu\hfill Harvard CS\\[0.2cm]
\textit{Master's Thesis Advisor}\\
\years{2023-24}Daeun Yoo\hfill Design Engineering\\
\years{2023}Luke Reeve\hfill Design Engineering\\
\years{2023}Jiabin Wei\hfill Design Engineering\\
\years{2022}Erica Luzzi\hfill Design Engineering\\
\years{2021}Litao Yan\hfill Computational Science \& Engineering\\
\years{2019}Janet Sung\hfill Design Engineering\\[0.2cm]
\textit{Master's Academic Advisor}\\
\years{2023}Vicki Xu\hfill SEAS AB/SM\\
\years{2023}Victor Goncalves\hfill SEAS AB/SM\\
\years{2023}Justin O'Dwyer\hfill SEAS AB/SM\\
\years{2021}Luke Kenworthy\hfill Harvard GSAS MS in CS\\[0.2cm]
\textit{Additional Student Research Mentees}\\
\years{2021-2023}Sharon Tai\hfill Harvard Extension\\
\years{2021-2023}Nikhil Singh\hfill MIT Media Lab\\
\years{2021-2022}Daria Savchenko\hfill Harvard Anthropology\\
\years{2021-2022}Guillermo Bernal\hfill MIT Media Lab\\
\years{2019-2022}Anna Zeng\hfill MIT EECS\\
\years{2021}Nicolo Foppiani\hfill Harvard Physics\\
\years{2020-2021}Sanjana Sharma\hfill Harvard GSD\\
\years{2019}Phoebe Lin\hfill Harvard GSD\\[0.2cm]
\textit{Undergraduate Senior Thesis Advisor}\\
\years{2024-2025}Ashley Gong\hfill Harvard CS and Classics\\
\years{2024-2025}Nina Lei\hfill Harvard CS and Stats\\
%\years{2024-2025}Ivy Liang\hfill Harvard CS\\
% \years{2024-2025}Ashley Gong\hfill Harvard CS \& Classics\\
\years{2023-2024}Leah Teichholtz \hl{\textbf{(Hoopes Prize winner)}}\hfill Harvard CS\\
\years{2023-2024}Tara Nadella\hfill Harvard CS\\
\years{2022-2023}Karina Halevy\hfill Harvard CS \& History\\
\years{2021}Wassim Marrakchi\hfill Harvard CS\\
\years{2020-2021}Cole Bateman\hfill Harvard CS\\
\years{2020-2021}Ahan Malhotra\hfill Harvard CS\\
\years{2020-2021}George Moe\hfill Harvard CS\\
\years{2020}Katherine Qian\hfill Harvard CS\\
\years{2020}Jake Cui\hfill Harvard CS \& Linguistics\\
\years{2020}Rebecca Hao\hfill Harvard CS \& Linguistics\\
\years{2019}Sam Oh\hfill Harvard CS \& Philosophy\\[0.2cm]
\textit{Academic Year Undergraduate Researchers}\\
\years{2024}Alice Wu\hfill Harvard CS\\
\years{2024}Nina Lei\hfill Harvard CS\\
\years{2023-2024}Alice Cai\hfill Harvard CS\\
\years{2023-2024}Caine Ardayfio\hfill Harvard CS\\
\years{2023-2024}AnhPhu Nguyen\hfill Harvard CS\\
\years{2023-2024}Michaela Bibby\hfill Harvard CS\\
\years{2021-2022}Karina Halevy\hfill Radcliffe\\
\years{2021-2022}Lauren Chen\hfill Radcliffe\\
\years{2021-2022}Maegan Jong\hfill Radcliffe\\
\years{2021-2022}Kayla Huang\hfill Radcliffe\\
\years{2021-2022}Kavya Kopparapu\hfill Harvard CS\\
\years{2021-2022}Eric Lin\hfill Harvard CS\\
\years{2021}Elizabeth Hu\hfill Harvard CS\\
%\years{2021}Wassim Marrakchi\hfill Harvard CS\\
[0.2cm]
\textit{Summer Undergraduate and High School Researchers}\\
\years{2024}Nina Lei\hfill Harvard CS\\
\years{2019, 2020}Cole Bateman\hfill Harvard CS\\
%\years{2019}Phoebe Lin\hfill Harvard Graduate School of Design\\
\years{2019}Jamie Lee \hfill High School Student \\[0.2cm]
\textit{Undergraduate Academic Advising}\\
\years{2023}FYRE (first-gen freshman pre-orientation) `Academics Unlocked' Breakout session\hfill Harvard\\
\years{2019-present}Concentration advisor to $\approx$15 CS students, annually\hfill Harvard CS \\
\years{2019-2022}First year advisor to 3-4 freshman women with interest in CS\hfill Harvard FAS \\[0.2cm]
\textit{Extracurricular Enrichment}\\
\years{2024}Speaker/Panelist, Harvard x MIT Women in CS Research Event\hfill Harvard WiCS\\
\years{2023}Speaker, Responsible AI student group\hfill Harvard\\
\years{2013}Mentor, Women in CS ``Women Engineers Code Hackathon''\hfill Harvard
%\newpage
\section*{Teaching}
\subsection*{Experience}
\years{2023, 2024}``Human-Computer Interaction and AI: What practitioners need to know to design and build effective AI systems from a human perspective''\hfill CHI\\
%\years{2023}Lecturer, CS178 D \hfill Harvard CS\\
\years{2023, 2024}Course Head, CS178 Engineering Usable Interactive Systems ($\approx$35-40 students)\hfill{Harvard CS}\\
\years{'20,22,23}Course Head, CS279R Research Topics in HCI ($\approx$35-45 students) \hfill Harvard CS\\
%\years{2021}Course Head, CS179 Design of Useful \& Usable Interactive Systems ($\approx$ 115 students) \hfill Harvard CS\\
%\years{2020}Course Head, CS279R Research Topics in HCI: Human-AI Interaction ($\approx$ 35 students) \hfill Harvard CS\\
\years{2020, 2021}Course Head, CS179 Design of Useful \& Usable Interactive Systems ($\approx$75, then $\approx$115 students) \hfill Harvard CS\\
\years{2019}Co-Led, CS279R PL/HCI Graduate Seminar ($\approx$ 30 students) \hfill Harvard CS\\
\years{2019}Co-Led, CS179 Design of Useful \& Usable Interactive Systems ($\approx$75 students) \hfill Harvard CS\\
\years{2016}Co-lecturer, 6.831 User Interface Design \& Implementation ($\approx$175 students) \hfill MIT EECS\\
\years{2013}Instructor, introductory Python programming \hfill MIT MEET, Jerusalem\\
\years{2013}Video script writer \& presenter, radio receiver technology \hfill MIT Teaching \& Learning Lab\\
\years{2012-2014}Teaching assistant, 6.004 Computation Structures\hfill MIT EECS\\
\years{2011}Teaching assistant, Introduction to EECS 1\hfill MIT EECS\\
\years{2006-2011}Tutor, Signals, Systems, \& Probabilistic Systems Analysis\hfill MIT EECS Honor Society
\subsection*{Teacher Training}
\years{2022-23}LInc (Learning Incubator) Faculty Fellow \hfill Harvard SEAS\\
\years{2020}Course Planning Workshop \hfill Harvard OUE and Bok Center\\
\years{2019}Leadership Skills for Engineering and Science Faculty\hfill MIT Professional Education\\
\years{2011}Graduate Student Teaching Certificate\hfill MIT Teaching \& Learning Lab
\section*{Invited Keynote Talks}
\noindent
\years{2024}Workshop on LLMs as Research Tools\hfill CHI\\
\years{2023}Generative AI for Education (GAIED) Workshop \hfill NeurIPS\\
\years{2023}IEEE Symposium on Visual Languages and Human-Centric Computing \hfill VL/HCC\\
\years{2022}Workshop on User-Centered Artificial Intelligence \hfill UCAI\\
\years{2021}ACM SIGPLAN International Conference on Functional Programming \hfill ICFP\\
\years{2020}ACM SIGPLAN conference on Systems, Programming, Languages, and Applications: \\Software for Humanity \hfill SPLASH\\
\years{2020}Workshop on Computer-Assisted Programming \hfill NeurIPS
\section*{Conference Symposium Talks}
\years{2024}Workshop on Human Centered Machine Learning\hfill Apple\\
\years{2022}Advancing Human-AI Communication and Interaction \hfill APS Annual Convention\\
\years{2022}Misunderstanding and misalignment in children and machines \hfill Cognitive Development Society
\section*{Harvard Executive Education Talks}
\years{2022, 2023}Leadership in AI \hfill SEAS/HKS\\
\years{2021, 2023}Technology and Social Impact \hfill Advanced Leadership Initiative\\
\years{2019}Real Colegio Complutense \hfill Harvard
\section*{Invited Roundtables}
%\subsection*{Seminar Presentations}
\noindent
\years{2024}LLMs and the Future of Programming \hfill Computing Community Consortium (CCC)\\
\section*{Invited Seminar Talks}
%\subsection*{Seminar Presentations}
\noindent
\years{TBD}HRI Seminar\hfill Tufts\\
\years{2024}AI for Code\hfill Google DeepMind\\
\years{2024}ETH CS Distinguished Colloquium \hfill ETH\\
\years{2024}LInc Lunch Seminar\hfill Harvard\\
\years{2024}MIT HCI Seminar\hfill MIT\\
\years{2024}University of Michigan Interactive and Social Computing (MISC) \hfill UMich\\
\years{2023}IBM Human-Centered AI Speaker Series \hfill IBM\\
\years{2023}Stanford Seminar on People, Computers and Design\hfill Stanford CS\\
\years{2022}Systems Lunch\hfill UMass Amherst\\
\years{2022}Intelligent Systems Center Seminar Series\hfill Johns Hopkins Applied Physics Lab\\
\years{2022}PROSE Group Meeting\hfill MSR Redmond\\
\years{2022}PAIR (People + AI Research) Talks\hfill Google\\
\years{2022}CS Department Seminar\hfill Williams\\
\years{2022}Special Seminar\hfill UW Madison\\
\years{2021}CS Department Seminar\hfill Oxford\\
\years{2021}Berkeley Programming Systems Seminar\hfill UC Berkeley\\
\years{2021}HCI Seminar\hfill University of Washington\\
\years{2021}Radcliffe Fellow's Talk \hfill Harvard\\
\years{2021}Radcliffe Dean's Advisory Board \hfill Harvard\\
\years{2021}IrisX \hfill Cairo CHI\\
\years{2021}BostonCHI \hfill Cambridge, MA\\
\years{2020}PurPL Seminar Series \hfill Purdue\\
\years{2019}Josh Tenenbaum's research group meeting \hfill MIT BCS\\
\years{2019}PROSE Group Meeting \hfill MSR\\
\years{2018}Computer Science Department seminar \hfill UBC\\
\years{2018}iSchool seminar \hfill University of Washington\\
\years{2018}Computer Science \& Engineering Department seminar \hfill UMich\\
\years{2018}Computer Science \& Engineering Department seminar \hfill UCSD\\
\years{2018}Computer Science Department seminar \hfill UIUC\\
\years{2018}Computer Science Department seminar \hfill UMaryland\\
\years{2018}Human-Computer Interaction Institute \hfill CMU\\
\years{2018}Electrical Engineering \& Computer Science Department seminar \hfill UC Berkeley\\
\years{2018}Computer Science Department seminar \hfill Stanford\\
\years{2018}Computer Science Department seminar \hfill ETH Zürich\\
\years{2018}Computer Science Department seminar \hfill Brown\\
\years{2018}Computing and Information Science Department seminar \hfill Cornell\\
\years{2018}School of Computer and Communication Sciences seminar \hfill EPFL\\
\years{2018}Computer Science Department seminar \hfill Harvard\\
\years{2018}Computer Science Department seminar \hfill Princeton\\