activity
20192026
most citedSpatiotemporal Emotion Recognition using Deep CNN Based on EEG during Music Listening

10 citations · 10 across the 4 of their papers we have counts for

collaborators

5 papers

cond-mat.dis-nn2026

Weyl's theorem and the theoretical origin of Boson peak in two-dimensional scalar spring network

Cunyuan Jiang

The origin of the anomalous low-frequency vibrational density of states (VDOS) universally observed in amorphous solids has been debated for decades. In this work, we model amorpho…

cs.HC2026

The Help Ladder: Skill-Adaptive Peer Scaffolding for Real-Time Collaborative Programming

Panayu Keelawat, Sriram Narlapati, Sangwook Lee +5

Collaborative programming is a widely adopted classroom activity to encourage peer scaffolding, yet real-time collaboration often breaks down into parallel individual work with min…

cs.HC2025

FlexGuard: A Design Space for On-Body Feedback for Safety Scaffolding in Strength Training

Panayu Keelawat, Darshan Nere, Jyotshna Bali +7

Strength training carries inherent safety risks when exercises are performed without supervision. While haptics research has advanced, there remains a gap in how to integrate on-bo…

cs.HC2025

Dynamite: Real-Time Debriefing Slide Authoring through AI-Enhanced Multimodal Interaction

Panayu Keelawat, David Barron, Kaushik Narasimhan +5

Facilitating class-wide debriefings after small-group discussions is a common strategy in ethics education. Instructor interviews revealed that effective debriefings should highlig…

cs.LG2019★ 10 cited

Spatiotemporal Emotion Recognition using Deep CNN Based on EEG during Music Listening

Panayu Keelawat, Nattapong Thammasan, Masayuki Numao +1

Emotion recognition based on EEG has become an active research area. As one of the machine learning models, CNN has been utilized to solve diverse problems including issues in this…