| 2021 | An Activity Recognition System for Taking Medicine Using In-The-Wild Data to Promote Medication Adherence. | Josh Cherian, Samantha Ray, Tracy Hammond |
| 2021 | Evaluating Automated System Interventions Against Email Harassment. | Nina Chen, Cassandra Kane, Elisa Zhao Hang |
| 2021 | Designing a Sensor Glove Using Deep Learning. | Jeremy Chan, Eduardo E. Veas, Jrg Simon |
| 2021 | Socially Inclusive Robots: Learning Culture-Related Gestures by Playing with Pepper. | Berardina De Carolis, Francesca D'Errico, Nicola Macchiarulo, Giuseppe Palestra |
| 2021 | Tone Transfer: In-Browser Interactive Neural Audio Synthesis. | Michelle Carney, Chong Li, Edwin Toh, Nida Zada, Ping Yu, Jesse H. Engel |
| 2021 | Critiquing for Music Exploration in Conversational Recommender Systems. | Wanling Cai, Yucheng Jin, Li Chen |
| 2021 | Nine Potential Pitfalls when Designing Human-AI Co-Creative Systems. | Daniel Buschek, Lukas Mecke, Florian Lehmann, Hai Dang |
| 2021 | Design of a Patient-Therapist-Social Robot Therapy System in Neurorehabilitation Therapies for Engagement and Motivation. | Alexandru Bundea |
| 2021 | Contextualising local explanations for non-expert users: an XAI pricing interface for insurance. | Clara Bove, Jonathan Aigrain, Marie-Jeanne Lesot, Charles Tijus, Marcin Detyniecki |
| 2021 | Building Trust in Artificial Conversational Agents. | Clara Bove, Jonathan Aigrain, Marcin Detyniecki |
| 2021 | Comparing Apples and Oranges: Human and Computer Clustered Affinity Diagrams Under the Microscope. | Parzival Borlinghaus, Stephan Huber |
| 2021 | "Hey Gūguru": Exploring Non-English Linguistic Barriers for WakeWord Use. | Anna Bleakley, Yunhan Wu, Ayushi Pandey, Justin Edwards |
| 2021 | COVID19α: Interactive Spatio-Temporal Visualization of COVID-19 Symptoms through Tweet Analysis. | Biddut Sarker Bijoy, Syeda Jannatus Saba, Souvika Sarkar, Md. Saiful Islam, Sheikh Rabiul Islam, Mohammad Ruhul Amin, Shubhra Kanti Karmaker Santu |
| 2021 | Improving Medication Adherence Behaviors Through Personalized, Technology-Powered Interventions. | Jacob T. Biehl, Ravi Patel, Adam J. Lee |
| 2021 | DeepSI: Interactive Deep Learning for Semantic Interaction. | Yali Bian, Chris North |
| 2021 | HowDIY: Towards Meta-Design Tools to Support Anyone to 3D Print Anywhere. | Alexander Berman, Ketan Thakare, Joshua Howell, Francis K. H. Quek, Jeeeun Kim |
| 2021 | Changing Salty Food Preferences with Visual and Textual Explanations in a Search Interface. | Arngeir Berge, Vegard Velle Sjen, Alain Starke, Christoph Trattner |
| 2021 | Adaptive interfaces for personalized digital wellbeing. | Hannes Bend, Spruha K. Reddy, Yina Smith-Danenhower, Hoda Mahmoodzadegan, Nathalie Di Domenico, Kamran Hughes |
| 2021 | Chatbots for Experience Sampling - Initial Opportunities and Challenges. | Florian Bemmann, Ramona Schdel, Niels van Berkel, Daniel Buschek |
| 2021 | Machine Learning Explanations as Boundary Objects: How AI Researchers Explain and Non-Experts Perceive Machine Learning. | Amid Ayobi, Katarzyna Stawarz, Dmitri S. Katz, Paul Marshall, Taku Yamagata, Ral Santos-Rodrguez, Peter A. Flach, Aisling Ann O'Kane |
| 2021 | The Design and Development of a Game to Study Backdoor Poisoning Attacks: The Backdoor Game. | Zahra Ashktorab, Casey Dugan, James Johnson, Aabhas Sharma, Dustin Ramsey Torres, Ingrid Lange, Benjamin Hoover, Heiko Ludwig, Bryant Chen, Nathalie Baracaldo, Werner Geyer, Qian Pan |
| 2021 | Generative Models can Help Writers without Writing for Them. | Kenneth C. Arnold, April M. Volzer, Noah G. Madrid |
| 2021 | Investigating Explanations that Target Training Data. | Ariful Islam Anik, Andrea Bunt |
| 2021 | Learning Network-Based Multi-Modal Mobile User Interface Embeddings. | Gary Ang, Ee-Peng Lim |
| 2021 | Adaptive Business Data Visualizations and Exploration: A Human-centred Perspective. | Christos Amyrotos, Panayiotis Andreou, Panagiotis Germanakos |