Jichen Zhu

ORCID

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 88

Top Venues

Publications

Robert C. Gray, Jichen Zhu, Santiago Ontañón
Distribution Fairness in Multiplayer AI Using Shapley Constraints. AIIDE (2023)
Sai Siddartha Maram, Johannes Pfau, Jennifer Villareale, Zhaoqing Teng, Jichen Zhu, Magy Seif El-Nasr
Mining Player Behavior Patterns from Domain-Based Spatial Abstraction in Games. CoG (2023)
Robert C. Gray, Jennifer Villareale, Thomas B. Fox, Diane H. Dallal, Santiago Ontañón, Danielle Arigo, Shahin Jabbari, Jichen Zhu
Improving Fairness in Adaptive Social Exergames via Shapley Bandits. CoRR (2023)
Antonios Liapis, Christian Guckelsberger, Jichen Zhu, Casper Harteveld, Simone Kriglstein, Alena Denisova, Jeremy Gow, Mike Preuss
Designing for Playfulness in Human-AI Authoring Tools. FDG (2023)
Sai Siddartha Maram, Jennifer Villareale, Thomas Boyd Fox, Jichen Zhu, Magy Seif El-Nasr
Parallel OPM: A Visualization System for Analyzing Peers Board States for Gameplay Reflection. CoG (2023)
Erica Kleinman, Jennifer Villareale, Murtuza N. Shergadwala, Zhaoqing Teng, Andy Bryant, Jichen Zhu, Magy Seif El-Nasr
"What else can I do?" Examining the Impact of Community Data on Adaptation and Quality of Reflection in an Educational Game. CHI (2023)
Seth Cooper, Emily Halina, Jichen Zhu, Matthew Guzdial
Re-trainable Procedural Level Generation via Machine Learning (RT-PLGML) as Game Mechanic. FDG (2023)
Robert C. Gray, Jichen Zhu, Santiago Ontañón
Beyond UCT: MAB Exploration Improvements for Monte Carlo Tree Search. CoG (2023)
Imke Grabe, Jichen Zhu
Towards Co-Creative Generative Adversarial Networks for Fashion Designers. CoRR (2023)
Bo Lu, Jichen Zhu, Yunfeng Ge, Qian Chen, Zhongxu Wen, Geng Liu, Liangquan Li
Automated Determination of the Volume of Loose Engineering Deposits Using Terrestrial Laser Scanning. Remote. Sens. 15 (18) (2023)
Imke Grabe, Jichen Zhu
Hidden Layer Interaction: A Co-Creative Design Fiction for Generative Models. CoRR (2023)
Robert C. Gray, Jennifer Villareale, Thomas Boyd Fox, Diane H. Dallal, Santiago Ontañón, Danielle Arigo, Shahin Jabbari, Jichen Zhu
Improving Fairness in Adaptive Social Exergames via Shapley Bandits. IUI (2023)
Jennifer Villareale, Sai Siddartha Maram, Magy Seif El-Nasr, Jichen Zhu
Integrating Players' Perspectives in AI-Based Games: Case Studies of Player-AI Interaction Design. FDG (2023)
Jennifer Villareale, Casper Harteveld, Jichen Zhu
"I Want To See How Smart This AI Really Is": Player Mental Model Development of an Adversarial AI Player. Proc. ACM Hum. Comput. Interact. 6 (CHI) (2022)
Imke Grabe, Jichen Zhu, Manex Agirrezabal
Fashion Style Generation: Evolutionary Search with Gaussian Mixture Models in the Latent Space. EvoMUSART (2022)
Thu Nguyen, Jichen Zhu
Towards Better User Requirements: How to Involve Human Participants in XAI Research. CoRR (2022)
Imke Grabe, Miguel González Duque, Sebastian Risi, Jichen Zhu
Towards a Framework for Human-AI Interaction Patterns in Co-Creative GAN Applications 92-102. IUI Workshops (2022)
Erica Kleinman, Jennifer Villareale, Murtuza N. Shergadwala, Zhaoqing Teng, Andy Bryant, Jichen Zhu, Magy Seif El-Nasr
Towards an Understanding of How Players Make Meaning from Post-Play Process Visualizations. ICEC (2022)
Erica Kleinman, Murtuza N. Shergadwala, Zhaoqing Teng, Jennifer Villareale, Andy Bryant, Jichen Zhu, Magy Seif El-Nasr
Analyzing Students' Problem-Solving Sequences: A Human-in-the-Loop Approach. J. Learn. Anal. 9 (2) (2022)
Pavan Kantharaju, Katelyn Alderfer, Jichen Zhu, Bruce W. Char, Brian K. Smith, Santiago Ontañón
Modeling Player Knowledge in a Parallel Programming Educational Game. IEEE Trans. Games 14 (1) (2022)
Imke Grabe, Jichen Zhu, Manex Agirrezabal
Fashion Style Generation: Evolutionary Search with Gaussian Mixture Models in the Latent Space. CoRR (2022)
Henrik Warpefelt, Christoph Salge, Mirjam Palosaari Eladhari, Magy Seif El-Nasr, Jichen Zhu
Guest Editorial Special Issue on User Experience of AI in Games. IEEE Trans. Games 14 (4) (2022)
Robert C. Gray, Jichen Zhu, Santiago Ontañón
Regression Oracles and Exploration Strategies for Short-Horizon Multi-Armed Bandits. CoRR (2021)
Jichen Zhu, Diane H. Dallal, Robert C. Gray, Jennifer Villareale, Santiago Ontañón, Evan M. Forman, Danielle Arigo
Personalization Paradox in Behavior Change Apps: Lessons from a Social Comparison-Based Personalized App for Physical Activity. CoRR (2021)
Robert C. Gray, Jichen Zhu, Santiago Ontañón
Multiplayer Modeling via Multi-Armed Bandits. CoG (2021)
Santiago Ontañón, Jichen Zhu
The Personalization Paradox: the Conflict between Accurate User Models and Personalized Adaptive Systems. CoRR (2021)
Jichen Zhu, Diane H. Dallal, Robert C. Gray, Jennifer Villareale, Santiago Ontañón, Evan M. Forman, Danielle Arigo
Personalization Paradox in Behavior Change Apps: Lessons from a Social Comparison-Based Personalized App for Physical Activity. Proc. ACM Hum. Comput. Interact. 5 (CSCW1) (2021)
Robert C. Gray, Jichen Zhu, Danielle Arigo, Evan M. Forman, Santiago Ontañón
Player Modeling via Multi-Armed Bandits. CoRR (2021)
Santiago Ontañón, Jichen Zhu
The Personalization Paradox: the Conflict between Accurate User Models and Personalized Adaptive Systems. IUI Companion (2021)
Chelsea M. Myers, Luis Fernando Laris Pardo, Ana Acosta-Ruiz, Alessandro Canossa, Jichen Zhu
"Try, Try, Try Again: " Sequence Analysis of User Interaction Data with a Voice User Interface. CUI (2021)
Jennifer Villareale, Jichen Zhu
Understanding Mental Models of AI through Player-AI Interaction. CoRR (2021)
Jichen Zhu, Magy Seif El-Nasr
Open Player Modeling: Empowering Players through Data Transparency. AIIDE Workshops (2021)
Jichen Zhu, Magy Seif El-Nasr
Open Player Modeling: Empowering Players through Data Transparency. CoRR (2021)
Jichen Zhu, Jennifer Villareale, Nithesh Javvaji, Sebastian Risi, Mathias Löwe, Rush Weigelt, Casper Harteveld
Player-AI Interaction: What Neural Network Games Reveal About AI as Play. CoRR (2021)
Mathias Löwe, Jennifer Villareale, Evan Freed, Aleksanteri Sladek, Jichen Zhu, Sebastian Risi
Dealing with Adversarial Player Strategies in the Neural Network Game iNNk through Ensemble Learning. CoRR (2021)
Jichen Zhu, Jennifer Villareale, Nithesh Javvaji, Sebastian Risi, Mathias Löwe, Rush Weigelt, Casper Harteveld
Player-AI Interaction: What Neural Network Games Reveal About AI as Play. CHI (2021)
Mathias Löwe, Jennifer Villareale, Evan Freed, Aleksanteri Sladek, Jichen Zhu, Sebastian Risi
Dealing with Adversarial Player Strategies in the Neural Network Game iNNk through Ensemble Learning. FDG (2021)
Jichen Zhu, Santiago Ontañón
Player-Centered AI for Automatic Game Personalization: Open Problems. CoRR (2021)
Jichen Zhu, Katelyn Alderfer, Brian K. Smith, Bruce Char, Santiago Ontañón
Understanding Learners' Problem-Solving Strategies in Concurrent and Parallel Programming: A Game-Based Approach. CoRR (2020)
Robert C. Gray, Jichen Zhu, Santiago Ontañón
Regression Oracles and Exploration Strategies for Short-Horizon Multi-Armed Bandits. CoG (2020)
Jennifer Villareale, Colan F. Biemer, Magy Seif El-Nasr, Jichen Zhu
Reflection in Game-Based Learning: A Survey of Programming Games. CoRR (2020)
Jichen Zhu, Santiago Ontañón
Player-Centered AI for Automatic Game Personalization: Open Problems. FDG (2020)
Chelsea M. Myers, Jiachi Xie, Jichen Zhu
A Game-Based Approach for Helping Designers Learn Machine Learning Concepts. CoRR (2020)
Chelsea M. Myers, Evan Freed, Luis Fernando Laris Pardo, Anushay Furqan, Sebastian Risi, Jichen Zhu
Revealing Neural Network Bias to Non-Experts Through Interactive Counterfactual Examples. CoRR (2020)
Erica Kleinman, Karina Caro, Jichen Zhu
From immersion to metagaming: Understanding rewind mechanics in interactive storytelling. Entertain. Comput. 33 (2020)
Jennifer Villareale, Ana Acosta-Ruiz, Samuel Arcaro, Thomas Fox, Evan Freed, Robert C. Gray, Mathias Löwe, Panote Nuchprayoon, Aleksanteri Sladek, Rush Weigelt, Yifu Li, Sebastian Risi, Jichen Zhu
iNNk: A Multi-Player Game to Deceive a Neural Network. CoRR (2020)
Jennifer Villareale, Ana V. Acosta-Ruiz, Samuel Adam Arcaro, Thomas Fox, Evan Freed, Robert C. Gray, Mathias Löwe, Panote Nuchprayoon, Aleksanteri Sladek, Rush Weigelt, Yifu Li, Sebastian Risi, Jichen Zhu
iNNk: A Multi-Player Game to Deceive a Neural Network. CHI PLAY (Companion) (2020)
Jennifer Villareale, Colan F. Biemer, Magy Seif El-Nasr, Jichen Zhu
Reflection in Game-Based Learning: A Survey of Programming Games. FDG (2020)
Robert C. Gray, Jichen Zhu, Danielle Arigo, Evan M. Forman, Santiago Ontañón
Player Modeling via Multi-Armed Bandits. FDG (2020)
Chelsea M. Myers, David Grethlein, Anushay Furqan, Santiago Ontañón, Jichen Zhu
Modeling Behavior Patterns with an Unfamiliar Voice User Interface. UMAP (2019)
Pavan Kantharaju, Katelyn Bright Alderfer, Jichen Zhu, Bruce Char, Brian K. Smith, Santiago Ontañón
Tracing Player Knowledge in a Parallel Programming Educational Game. CoRR (2019)
Jennifer Villareale, Robert C. Gray, Anushay Furqan, Thomas Fox, Jichen Zhu
Enhancing social exergames through idle game design. FDG (2019)
Jichen Zhu, Santiago Ontañón
Experience Management in Multi-player Games. CoG (2019)
Chelsea M. Myers, Anushay Furqan, Jichen Zhu
The Impact of User Characteristics and Preferences on Performance with an Unfamiliar Voice User Interface. CHI (2019)
Jiachi Xie, Chelsea M. Myers, Jichen Zhu
Interactive Visualizer to Facilitate Game Designers in Understanding Machine Learning. CHI Extended Abstracts (2019)
Steven Denisevicz, Jichen Zhu
Interweaving Narrative and Gameplay to Cultivate Empathy for Anxiety and Depression. CHI PLAY (Companion) (2019)
Jichen Zhu, Santiago Ontañón
Experience Management in Multi-player Games. CoRR (2019)
Jichen Zhu, Katelyn Alderfer, Anushay Furqan, Jessica Nebolsky, Bruce Char, Brian K. Smith, Jennifer Villareale, Santiago Ontañón
Programming in game space: how to represent parallel programming concepts in an educational game. FDG (2019)
Katelyn Bright Alderfer, Brian K. Smith, Santiago Ontañón, Bruce Char, Jessica Nebolsky, Jichen Zhu, Anushay Furqan, Evan Freed, Justin H. Patterson, Josep Valls-Vargas
Lessons Learned From an Interactive Educational Computer Game About Concurrent Programming: (Abstract Only). SIGCSE (2018)
Chelsea Myers, Anushay Furqan, Jichen Zhu
Adaptable Utterances in Voice User Interfaces to Increase Learnability. SmartObjects@CHI (2018)
Jichen Zhu, Antonios Liapis, Sebastian Risi, Rafael Bidarra, G. Michael Youngblood
Explainable AI for Designers: A Human-Centered Perspective on Mixed-Initiative Co-Creation. CIG (2018)
Jichen Zhu, Yuanyuan Feng, Anushay Furqan, Robert C. Gray, Timothy Day, Jessica Nebolsky, Karina Caro
Towards Extending Social Exergame Engagement with Agents. CSCW Companion (2018)
Pavan Kantharaju, Katelyn Bright Alderfer, Jichen Zhu, Bruce Char, Brian K. Smith, Santiago Ontañón
Tracing Player Knowledge in a Parallel Programming Educational Game. AIIDE (2018)
Chelsea Myers, Anushay Furqan, Jessica Nebolsky, Karina Caro, Jichen Zhu
Patterns for How Users Overcome Obstacles in Voice User Interfaces. CHI (2018)
Paulina S. Sockolow, Meredith Joppa, Jichen Zhu
Assessment of Evaluation Frameworks for Design of a Sexual Risk Prevention Game for Black Adolescent Girls. Nursing Informatics (2018)
Karina Caro, Yuanyuan Feng, Timothy Day, Evan Freed, Boyd Fox, Jichen Zhu
Understanding the Effect of Existing Positive Relationships on a Social Motion-based Game for Health. PervasiveHealth (2018)
Santiago Ontañón, Jichen Zhu, Brian K. Smith, Bruce Char, Evan Freed, Anushay Furqan, Michael Howard, Anna Nguyen, Justin H. Patterson, Josep Valls-Vargas
Designing Visual Metaphors for an Educational Game for Parallel Programming. CHI Extended Abstracts (2017)
Santiago Ontañón, Josep Valls-Vargas, Jichen Zhu
Bridging the Gap Between Computational Narrative and Natural Language Processing. AAAI Workshops (2017)
Anushay Furqan, Chelsea Myers, Jichen Zhu
Learnability through Adaptive Discovery Tools in Voice User Interfaces. CHI Extended Abstracts (2017)
Josep Valls-Vargas, Jichen Zhu, Santiago Ontañón
Error Analysis in an Automated Narrative Information Extraction Pipeline. IEEE Trans. Comput. Intell. AI Games 9 (4) (2017)
Josep Valls-Vargas, Jichen Zhu, Santiago Ontañón
Towards Automatically Extracting Story Graphs from Natural Language Stories. AAAI Workshops (2017)
Josep Valls-Vargas, Jichen Zhu, Santiago Ontañón
From computational narrative analysis to generation: a preliminary review. FDG (2017)
Bria Mears, Jichen Zhu
Design patterns for silent player characters in narrative-driven games. FDG (2017)
Timothy Day, Jichen Zhu
Agency informing techniques: communicating player agency in interactive narratives. FDG (2017)
Josep Valls-Vargas, Jichen Zhu, Santiago Ontañón
Towards End-to-End Natural Language Story Generation Systems. AIIDE Workshops (2017)
Monica Anderson, Roman Barták, John S. Brownstein, David L. Buckeridge, Hoda Eldardiry, Christopher W. Geib, Maria L. Gini, Aaron Isaksen, Sarah Keren, Robert Laddaga, Viliam Lisý, Rodney Martin, David R. Martinez, Martin Michalowski, Loizos Michael, Reuth Mirsky, Thanh Hai Nguyen, Michael J. Paul, Enrico Pontelli, Scott Sanner, Arash Shaban-Nejad, Arunesh Sinha, Shirin Sohrabi, Kumar Sricharan, Biplav Srivastava, Mark Stefik, William W. Streilein, Nathan R. Sturtevant, Kartik Talamadupula, Michael Thielscher, Julian Togelius, Tran Cao Son, Long Tran-Thanh, Neal Wagner, Byron C. Wallace, Szymon Wilk, Jichen Zhu
Reports of the Workshops of the Thirty-First AAAI Conference on Artificial Intelligence. AI Mag. 38 (3) (2017)
Josep Valls-Vargas, Jichen Zhu, Santiago Ontañón
Graph grammar-based controllable generation of puzzles for a learning game about parallel programming. FDG (2017)
Ethan Burch, Jeremy Fernsler, Robert Brulle, Jichen Zhu
Echo Chamber: A Persuasive Game on Climate Change Rhetoric. CHI PLAY (Companion) (2016)
Natalie Lyon, David I. Leitman, Jichen Zhu
Combining Speech Intervention and Cooperative Game Design for Children with ASD. DiGRA/FDG (2016)
Erica Kleinman, Valerie Fox, Jichen Zhu
Rough Draft: Towards a Framework for Metagaming Mechanics of Rewinding in Interactive Storytelling. ICIDS (2016)
Jichen Zhu, Connor Kerns, James E. Connell, Natalie Lyon
Using Interactive Social Story Games to Teach Social Skills to Children with Autism. DiGRA/FDG (2016)
Josep Valls-Vargas, Jichen Zhu, Santiago Ontañón
Predicting Proppian Narrative Functions from Stories in Natural Language. AIIDE (2016)
Josep Valls-Vargas, Santiago Ontañón, Jichen Zhu
Exploring Player Trace Segmentation for Dynamic Play Style Prediction. AIIDE (2015)
Kenneth Chen, Caroline Guevara, Ethan Burch, Jichen Zhu
Remembrance: Making Player Character's Inner World Playable. CHI PLAY (2015)
Santiago Ontañón, Enric Plaza, Jichen Zhu
Argument-Based Case Revision in CBR for Story Generation. ICCBR (2015)
Joseph Baranoski, Erica Kleinman, Zheng Wang, Martina Tucker, Jonathan Ahnert, Jonas Schell, Rohan Doshi, Stefan Rank, Jichen Zhu
Matsya: A Cultural Game of Flow and Balance. CHI PLAY (2015)
Josep Valls-Vargas, Jichen Zhu, Santiago Ontañón
Narrative Hermeneutic Circle: Improving Character Role Identification from Natural Language Text via Feedback Loops. IJCAI (2015)
Glen Muschio, Jichen Zhu, Aroutis Foster
Revitalizing Peale's Museum as a digital interactive learning environment. Digital Heritage (2015)
Jichen Zhu, James E. Connell, Connor Kerns, Natalie Lyon, Nicole Vecere, Desiree Lim, Chelsea Myers
Toward interactive social stories for children with autism. CHI PLAY (2014)
Josep Valls-Vargas, Jichen Zhu, Santiago Ontañón
Toward Automatic Role Identification in Unannotated Folk Tales. AIIDE (2014)
Glenn Joseph Winters, Jichen Zhu
Guiding players through structural composition patterns in 3D adventure games. FDG (2014)
Jichen Zhu, Santiago Ontañón
Shall I Compare Thee to Another Story? - An Empirical Study of Analogy-Based Story Generation. IEEE Trans. Comput. Intell. AI Games 6 (2) (2014)
Chester Cunanan, Jichen Zhu
: guild, depicting hardcore gaming culture in virtual reality. CHI PLAY (2014)
Alexander M. Duff, Jun Ma, Shannon Sepelak, Alberto Uriarte, Wenjie Wu, Jichen Zhu
Herbert: a motion-controlled mobile game. CHI PLAY (2014)
Thomas A. Goldman, Frank J. Lee, Jichen Zhu
Using video games to facilitate understanding of attention deficit hyperactivity disorder: a feasibility study. CHI PLAY (2014)
Jichen Zhu, Aroutis Foster, Glen Muschio, Justin H. Patterson, Josep Valls-Vargas, Daniel Newman
Towards balancing learner autonomy and pedagogical process in educational games. CHI PLAY (2014)
Natalie Lyon, Josep Valls-Vargas, Caroline Guevara, Ning Shao, Junyu Zhu, Jichen Zhu
Little Newton: an educational physics game. CHI PLAY (2014)
Sam Snodgrass, Benjamin Goldberg, Ariel Evans, Brandon Packard, Cathy Lu, Jichen Zhu
. CHI PLAY (2014)
Jichen Zhu, Santiago Ontañón
Evaluating Analogy-Based Story Generation: An Empirical Study. AIIDE (2013)
Oliver Bown, Arne Eigenfeldt, Rania A. Hodhod, Philippe Pasquier, Reid Swanson, Stephen G. Ware, Jichen Zhu
Reports on the 2012 AIIDE Workshops. AI Mag. 34 (1) (2013)

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Publication Activity (10 Years)

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Jichen Zhu