Brian Y. Lim

According to our database1, Brian Y. Lim authored at least 54 papers between 2007 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Diagrammatization: Rationalizing with diagrammatic AI explanations for abductive reasoning on hypotheses.
CoRR, 2023

Visual Explanations of Differentiable Greedy Model Predictions on the Influence Maximization Problem.
Big Data Cogn. Comput., 2023

IRIS: Interpretable Rubric-Informed Segmentation for Action Quality Assessment.
Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023

RePrompt: Automatic Prompt Editing to Refine AI-Generative Art Towards Precise Expressions.
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022
IF-City: Intelligible Fair City Planning to Measure, Explain and Mitigate Inequality.
CoRR, 2022

TExSS 22: Transparency and Explanations in Smart Systems.
Proceedings of the IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22 - 25, 2022, 2022

Towards Relatable Explainable AI with the Perceptual Process.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

Debiased-CAM to mitigate image perturbations with faithful visual explanations of machine learning.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

Interpretable Directed Diversity: Leveraging Model Explanations for Iterative Crowd Ideation.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

2021
Imma Sort by Two or More Attributes With Interpretable Monotonic Multi-Attribute Sorting.
IEEE Trans. Vis. Comput. Graph., 2021

SalienTrack: providing salient information for semi-automated self-tracking feedback with model explanations.
CoRR, 2021

Show or suppress? Managing input uncertainty in machine learning model explanations.
Artif. Intell., 2021

TExSS: Transparency and Explanations in Smart Systems.
Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

Exploiting Explanations for Model Inversion Attacks.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Directed Diversity: Leveraging Language Embedding Distances for Collective Creativity in Crowd Ideation.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020
OD Morphing: Balancing Simplicity with Faithfulness for OD Bundling.
IEEE Trans. Vis. Comput. Graph., 2020

Sparse Mobile Crowdsensing With Differential and Distortion Location Privacy.
IEEE Trans. Inf. Forensics Secur., 2020

Debiased-CAM for bias-agnostic faithful visual explanations of deep convolutional networks.
CoRR, 2020

ExSS-ATEC: Explainable Smart Systems and Algorithmic Transparency in Emerging Technlologies 2020 (workshop abstract).
Proceedings of the Workshop on Explainable Smart Systems for Algorithmic Transparency in Emerging Technologies co-located with 25th International Conference on Intelligent User Interfaces (IUI 2020), 2020

ExSS-ATEC: Explainable Smart Systems for Algorithmic Transparency in Emerging Technologies 2020.
Proceedings of the IUI '20: 25th International Conference on Intelligent User Interfaces, 2020

COGAM: Measuring and Moderating Cognitive Load in Machine Learning Model Explanations.
Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

NaMemo: Enhancing Lecturers' Interpersonal Competence of Remembering Students' Names.
Proceedings of the DIS '20: Designing Interactive Systems Conference 2020, 2020

2019
Flexi-Sharing: A Flexible and Personalized Taxi-Sharing System.
IEEE Trans. Veh. Technol., 2019

Allocating Heterogeneous Tasks in Participatory Sensing with Diverse Participant-Side Factors.
IEEE Trans. Mob. Comput., 2019

How Does a Nation Walk?: Interpreting Large-Scale Step Count Activity with Weekly Streak Patterns.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

Why these Explanations? Selecting Intelligibility Types for Explanation Goals.
Proceedings of the Joint Proceedings of the ACM IUI 2019 Workshops co-located with the 24th ACM Conference on Intelligent User Interfaces (ACM IUI 2019), 2019

ExSS: explainable smart systems 2019.
Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, 2019

The Human(s) in the Loop - Bringing AI and HCI Together.
Proceedings of the Human-Computer Interaction - INTERACT 2019, 2019

Hierarchical Multi-Task Learning for Healthy Drink Classification.
Proceedings of the International Joint Conference on Neural Networks, 2019

Designing Theory-Driven User-Centric Explainable AI.
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018
TableChat: Mobile Food Journaling to Facilitate Family Support for Healthy Eating.
Proc. ACM Hum. Comput. Interact., 2018

RecGAN: recurrent generative adversarial networks for recommendation systems.
Proceedings of the 12th ACM Conference on Recommender Systems, 2018

Interpreting Intelligibility under Uncertain Data Imputation.
Proceedings of the Joint Proceedings of the ACM IUI 2018 Workshops co-located with the 23rd ACM Conference on Intelligent User Interfaces (ACM IUI 2018), 2018

Trends and Trajectories for Explainable, Accountable and Intelligible Systems: An HCI Research Agenda.
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

2017
Trade-off between Automation and Accuracy in Mobile Photo Recognition Food Logging.
Proceedings of the Fifth International Symposium of Chinese CHI, 2017

2016
Differential Location Privacy for Sparse Mobile Crowdsensing.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

2015
Improving Understanding and Trust with Intelligibility in Context-Aware Applications.
PhD thesis, 2015

2013
Evaluating Intelligibility Usage and Usefulness in a Context-Aware Application.
Proceedings of the Human-Computer Interaction. Towards Intelligent and Implicit Interaction, 2013

2012
Weights of evidence for intelligible smart environments.
Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012

Software provision in smart environment based on fuzzy logic intelligibility.
Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012

2011
Pediluma: motivating physical activity through contextual information and social influence.
Proceedings of the 5th International Conference on Tangible and Embedded Interaction 2011, 2011

Design of an intelligible mobile context-aware application.
Proceedings of the 13th Conference on Human-Computer Interaction with Mobile Devices and Services, 2011

Investigating intelligibility for uncertain context-aware applications.
Proceedings of the UbiComp 2011: Ubiquitous Computing, 13th International Conference, 2011

2010
Toolkit to support intelligibility in context-aware applications.
Proceedings of the UbiComp 2010: Ubiquitous Computing, 12th International Conference, 2010

Improving trust in context-aware applications with intelligibility.
Proceedings of the UbiComp 2010: Ubiquitous Computing, 12th International Conference, 2010

Show me a good time: using content to provide activity awareness to collaborators with activityspotter.
Proceedings of the 2010 International ACM SIGGROUP Conference on Supporting Group Work, 2010

2009
Assessing demand for intelligibility in context-aware applications.
Proceedings of the UbiComp 2009: Ubiquitous Computing, 2009

<i>Why and why not</i> explanations improve the intelligibility of context-aware intelligent systems.
Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009

Where to locate wearable displays?: reaction time performance of visual alerts from tip to toe.
Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009

Supporting intercultural collaboration with dynamic feedback systems: preliminary evidence from a creative design task.
Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009

2007
Spontaneous Interaction Framework for Thin-Client Access to Services.
Proceedings of the Ubiquitous Intelligence and Computing, 4th International Conference, 2007

Supporting Impromptu Service Discovery and Access in Heterogeneous Assistive Environments.
Proceedings of the Pervasive Computing for Quality of Life Enhancement, 2007

Context-Aware Informative Display.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Context-Aware Framework for Spontaneous Interaction of Services in Multiple Heterogeneous Spaces.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007


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