activity
20192026
most citedAdapting User Interfaces with Model-based Reinforcement Learning

90 citations · 311 across the 11 of their papers we have counts for

collaborators

12 papers

cs.HC2026

A Benchmarking Framework for Context-aware XR Interfaces

Hyunsung Cho, Sarah Yewon Yun, Nancy Ruonan Sun +7

Everyday Extended Reality (XR) systems aim to provide context-aware access to the right functionalities at the right time and place, with minimal manual reconfiguration as users sw…

cs.HC2026★ 1 cited

Gazeify Then Voiceify: Physical Object Referencing Through Gaze and Voice Interaction with Displayless Smart Glasses

Zheng Zhang, Mengjie Yu, Tianyi Wang +6

Smart glasses enhance interactions with the environment by using head-mounted cameras to observe the user's viewpoint, but lack the visual feedback used for common interactions. We…

cs.HC2024★ 16 cited

SonoHaptics: An Audio-Haptic Cursor for Gaze-Based Object Selection in XR

Hyunsung Cho, Naveen Sendhilnathan, Michael Nebeling +6

We introduce SonoHaptics, an audio-haptic cursor for gaze-based 3D object selection. SonoHaptics addresses challenges around providing accurate visual feedback during gaze-based se…

cs.HC2024★ 21 cited

MineXR: Mining Personalized Extended Reality Interfaces

Hyunsung Cho, Yukang Yan, Kashyap Todi +5

Extended Reality (XR) interfaces offer engaging user experiences, but their effective design requires a nuanced understanding of user behavior and preferences. This knowledge is ch…

cs.HC2024★ 5 cited

Fast-Forward Reality: Authoring Error-Free Context-Aware Policies with Real-Time Unit Tests in Extended Reality

Xun Qian, Tianyi Wang, Xuhai Xu +2

Advances in ubiquitous computing have enabled end-user authoring of context-aware policies (CAPs) that control smart devices based on specific contexts of the user and environment.…

cs.HC2023★ 2 cited

A Framework for Computational Design and Adaptation of Extended Reality User Interfaces

Kashyap Todi, Tanya R. Jonker

To facilitate high quality interaction during the regular use of computing systems, it is essential that the user interface (UI) deliver content and components in an appropriate ma…

cs.HC2023★ 74 cited

XAIR: A Framework of Explainable AI in Augmented Reality

Xuhai Xu, Mengjie Yu, Tanya R. Jonker +15

Explainable AI (XAI) has established itself as an important component of AI-driven interactive systems. With Augmented Reality (AR) becoming more integrated in daily lives, the rol…

cs.HC2022★ 1 cited

Computational Adaptation of XR Interfaces Through Interaction Simulation

Kashyap Todi, Ben Lafreniere, Tanya Jonker

Adaptive and intelligent user interfaces have been proposed as a critical component of a successful extended reality (XR) system. In particular, a predictive system can make infere…

cs.HC2022★ 22 cited

Rediscovering Affordance: A Reinforcement Learning Perspective

Yi-Chi Liao, Kashyap Todi, Aditya Acharya +3

Affordance refers to the perception of possible actions allowed by an object. Despite its relevance to human-computer interaction, no existing theory explains the mechanisms that u…

cs.HC2021★ 90 cited

Adapting User Interfaces with Model-based Reinforcement Learning

Kashyap Todi, Gilles Bailly, Luis A. Leiva +1

Adapting an interface requires taking into account both the positive and negative effects that changes may have on the user. A carelessly picked adaptation may impose high costs to…

cs.HC2020★ 63 cited

GRIDS: Interactive Layout Design with Integer Programming

Niraj Dayama, Kashyap Todi, Taru Saarelainen +1

Grid layouts are used by designers to spatially organise user interfaces when sketching and wireframing. However, their design is largely time consuming manual work. This is challe…

cs.HC2019★ 16 cited

SAM: A Modular Framework for Self-Adapting Web Menus

Camille Gobert, Kashyap Todi, Gilles Bailly +1

This paper presents SAM, a modular and extensible JavaScript framework for self-adapting menus on webpages. SAM allows control of two elementary aspects for adapting web menus: (1)…