Learn More about The 2nd BEEU Challenge ↗
AAAI 2026 Workshop on

Bodily Expressed Emotion
Understanding (BEEU)

January 26, 2026SingaporeVenue Details

Overview

Humans inherently communicate through body language. Bodily expressions are a fundamental, often subconscious, way of responding to social situations and expressing emotions. Despite extensive studies in psychology, human behavior, dance, and theater, computational interpretation of body language, to predict internal states such as emotions or intention, remains challenging and underexplored. Addressing this gap holds significant potential across various fields: from socially adept robots and intuitive AI interfaces to holistic AI systems approaching human-level physical intelligence.

The 2nd International Workshop on Bodily Expressed Emotion Understanding welcomes discussions on approaches and latest results on modeling body language automatically. A primary focus will be on predicting emotions and emotion-related behavior, while research on related tasks and applications (e.g., activity recognition, generation of socially appropriate behavior, embodied intelligence, etc.) will also be strongly encouraged to be shared.

Topics of Interest

  1. Automatic Modeling of Body Language
  2. Emotion Recognition using Body Language
  3. Activity Recognition using Body Language
  4. Emotion Understanding Beyond Facial Expression
  5. Emotional Gesture Generation
  6. Applications in Robotics, HRI, or related fields
  7. Use of Large Foundation Models for Emotion Recognition, Expression, Generation
  8. Data sharing and open-science with human subjects data
  9. Expressive human pose representation
  10. Human movements coding system
  11. Algorithmic fairness and data ethics related to emotion modeling

The workshop will include the following components: oral paper presentations, lightning talk sessions, keynote talks by invited speakers, and a panel discussion. The workshop will also have a challenge component, and the presentations can include top submissions made to our challenge track. It will be a 1-day event.

Paper Submission Guidelines

We invite submissions on any of the topics of interest (or adjacent topics) in two different formats:

  1. 2 Page Extended Abstracts: these submissions will be selected to provide a ~5 minute lightning talk
  2. 6-8 Page Full Papers: these submissions will be selected for oral presentations of about 15 minutes.

We welcome the submission of in-progress, unpublished, or already published work (subject to the policies of the original publishing venue). Submissions should followAAAI style guidelines ↗and the page limit does not include appendices or references.

Call for Reviewers

We welcome anyone interested to apply to be a reviewer. The role of reviewers is to provide constructive feedback to all assigned submissions and rate each submission in terms of relevance, clarity, novelty, significance, and technical quality.

Reviewer Application Deadline: October 25th, 2025

Reviewer Decisions and Assignments: Rolling

Important Dates

Deadline for Paper Submissions: November 4th, 2025

Notifications sent to Authors: November 17th, 2025

Workshop Presentations: January 26th, 2026

Schedule

9:00 AM - 9:15 AM: Welcome Note by James Wang and Sree Bhattacharyya

9:15 AM - 9.55 AM: Keynote Talk by Amy LaViers

9:55 AM - 10:35 AM: Keynote Talk by Heather Knight

10:35 AM - 11 AM: Coffee Break

11 AM - 12 PM: Panel with Keynote Speakers

12 PM - 1:00 PM: Lunch

1:00 PM - 1:40 PM: Keynote Talk by Beatrice Gelder

1:40 PM - 2:10 PM: Introducing the ABEE dataset by Justin Lokos and Sree Bhattacharyya

2:10 PM - 2:50 PM: Keynote Talk by Soujanya Poria

2:50 PM - 3:30 PM: Keynote Talk by Lauren Bedal

3:30 PM - 4 PM: Coffee Break

4 PM - 5 PM: Accepted Paper Talks (6 talks)

Venue Details

The workshop takes place on January 26, 2026 and the venue is located at Grand Mercure Roxy Hotel - Meyer Room. Shuttle services are available from the Singapore EXPO.

Invited Speakers

Amy LaViers profile
Amy LaViers

Director, The Robotics, Automation, and Dance (RAD) Lab

Amy LaViers works at the intersection of robotics and dance, directing the Robotics, Automation, and Dance (RAD) Lab, a non-profit for artmaking, commercialization, education, outreach, and research, based in Philadelphia. Amy has extensive experience organizing numerous workshops, tutorials, exhibitions, and other events related to the proposed workshop topic. These include workshops at premier robotics venues such as IEEE ICRA, ACM/IEEE HRI, and RSS. In 2025, she also chaired the Arts in Robotics Track at ICRA. Her writing, choreography, and machine designs have been presented internationally in both engineering and arts venues, including Nature, Robotics and Autonomous Systems, The MIT Press, Merce Cunningham’s studios, Joe’s Pub at the Public Theater, and the Performance Arcade.  Her teaching has been recognized on the University of Illinois at Urbana-Champaign’s list of Teachers Ranked as Excellent by Their Students with Outstanding distinction, and she is a recipient of DARPA’s Young Faculty Award and Director’s Fellowship. Her work has been featured in media outlets like The New York Times, Forbes, Wired, and Dance Magazine.

amy (at) the-rad-lab.org

Soujanya Poria profile
Soujanya Poria

Associate Professor, Nanyang Technological University

Soujanya Poria is an Associate Professor at Nanyang Technological University (NTU), Singapore. His research spans large language models, reasoning, AI safety, embodied and multimodal AI, and natural language processing. He earned his Ph.D. in Computer Science from the University of Stirling (UK) and previously held roles at the Singapore University of Technology and Design and A*STAR’s Institute of High Performance Computing (IHPC).

soujanya.poria (at) ntu.edu.sg

Beatrice de Gelder profile
Beatrice de Gelder

Professor, Maastricht University

Beatrice de Gelder is a Professor in the Department of Cognitive Neuroscience at Maastricht University. Trained in philosophy and psychology, she earned her PhD (1972) from the University of Louvain and began her career teaching Philosophy of Science in Leiden and Tilburg before shifting to cognitive science in the mid-1990s. Her research focuses on non-conscious recognition after cortical damage, emotional expression in whole bodies, face recognition and its deficits, and multisensory perception across auditory–visual processing.

b.degelder (at) maastrichtuniversity.nl

Heather Knight profile
Heather Knight

Professor, Oregon State University

Heather Knight runs the CHARISMA Robotics research group at Oregon State University. Her previous work includes a postdoc at Stanford University, a PhD in Robotics at Carnegie Mellon University exploring Expressive Motion for Low Degree of Freedom Robots, and M.S. and B.S. degrees in Electrical Engineering & Computer Science at Massachusetts Institute of Technology. Additional past work include robotics and instrumentation at NASA’s Jet Propulsion Laboratory, sensor design at Aldebaran Robotics, nine years of producing an annual Robot Film Festival, a robot flower garden installation at the Smithsonian/Cooper-Hewitt Design Museum, robot comedy on TED.com, and a British Video Music Award for OK GO’s “This Too Shall Pass” music video featuring a two-floor Rube Goldberg Machine.

heather.knight (at) oregonstate.edu

Lauren Bedal profile
Lauren Bedal

Head of Product Design, Archetype AI

Lauren Bedal is a designer and thought leader in human-computer interaction, bridging the worlds of technology and embodiment. With an extensive background in movement, choreography and dance, she helps startups, agencies, and Fortune 100 companies like Google bring emerging technologies to market, specializing in embodied inputs such as proximity, gestures, body language, and biometrics (Project Soli).

lbedal2@gmail.com

Organizing Committee

James Z. Wang profile
James Z. Wang

Distinguished Professor, Penn State (Workshop Chair)

jzw11 (at) psu.edu

Sree Bhattacharyya profile
Sree Bhattacharyya

PhD Student, Penn State

sfb6038 (at) psu.edu

Amy LaViers profile
Amy LaViers

Director, The RAD Lab

amy (at) the-rad-lab.org

Reg Adams profile
Reg Adams

Professor, Penn State

rba10 (at) psu.edu

Rachelle Tsachor profile
Rachelle Tsachor

Associate Professor, University of Illinois Chicago

rtsachor (at) uic.edu

Other Contributors

Sitao Zhang profile
Sitao Zhang

PhD Student, Penn State

sitao.zhang (at) psu.edu

Jonathan Chen profile
Jonathan Chen

Undergrad Student, Penn State

jqc6822 (at) psu.edu

Justin Lokos profile
Justin Lokos

Independent Contributor

jtl5503 (at) psu.edu

© The 2nd International Workshop on Bodily Expressed Emotion Understanding (BEEU, 2026)