Brian Y. Lim

According to our database, Brian Y. Lim authored at least 56 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

Yan Lyu, Hangxin Lu, Min Kyung Lee, Gerhard Schmitt, Brian Y. Lim

IEEE Trans. Vis. Comput. Graph., July, 2024

Incremental XAI: Memorable Understanding of AI with Incremental Explanations.

Jessica Y. Bo, Pan Hao, Brian Y. Lim

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

2023

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

Brian Y. Lim, Joseph P. Cahaly, Chester Y. F. Sng, Adam Chew

CoRR, 2023

Visual Explanations of Differentiable Greedy Model Predictions on the Influence Maximization Problem.

Mario Michelessa, Christophe Hurter, Brian Y. Lim, Jamie Ng Suat Ling, Bogdan Cautis, Carol Anne Hargreaves

Big Data Cogn. Comput., 2023

IRIS: Interpretable Rubric-Informed Segmentation for Action Quality Assessment.

Hitoshi Matsuyama, Nobuo Kawaguchi, Brian Y. Lim

Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023

RePrompt: Automatic Prompt Editing to Refine AI-Generative Art Towards Precise Expressions.

Yunlong Wang, Shuyuan Shen, Brian Y. Lim

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022

TExSS 22: Transparency and Explanations in Smart Systems.

Tsvi Kuflik, Jonathan Dodge, Styliani Kleanthous Loizou, Brian Y. Lim, Carina Negreanu, Avital Shulner-Tal, Simone Stumpf

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.

Wencan Zhang, Brian Y. Lim

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.

Wencan Zhang, Mariella Dimiccoli, Brian Y. Lim

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

Grand Challenges for Personal Informatics and AI.

Lena Mamykina, Daniel A. Epstein, Predrag V. Klasnja, Donna Sprujt-Metz, Jochen Meyer, Mary Czerwinski, Tim Althoff, Eun Kyoung Choe, Munmun De Choudhury, Brian Y. Lim

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.

Yunlong Wang, Priyadarshini Venkatesh, Brian Y. Lim

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.

Yan Lyu, Fan Gao, I-Shuen Wu, Brian Y. Lim

IEEE Trans. Vis. Comput. Graph., 2021

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

Yunlong Wang, Jiaying Liu, Homin Park, Jordan Schultz-McArdle, Stephanie Rosenthal, Brian Y. Lim

CoRR, 2021

Show or suppress? Managing input uncertainty in machine learning model explanations.

Danding Wang, Wencan Zhang, Brian Y. Lim

Artif. Intell., 2021

TExSS: Transparency and Explanations in Smart Systems.

Alison Marie Smith-Renner, Styliani Kleanthous Loizou, Jonathan Dodge, Casey Dugan, Min Kyung Lee, Brian Y. Lim, Tsvi Kuflik, Advait Sarkar, Avital Shulner-Tal, Simone Stumpf

Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

Exploiting Explanations for Model Inversion Attacks.

Xuejun Zhao, Wencan Zhang, Xiaokui Xiao, Brian Y. Lim

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Directed Diversity: Leveraging Language Embedding Distances for Collective Creativity in Crowd Ideation.

Samuel Rhys Cox, Yunlong Wang, Ashraf M. Abdul, Christian von der Weth, Brian Y. Lim

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020

OD Morphing: Balancing Simplicity with Faithfulness for OD Bundling.

Yan Lyu, Xu Liu, Hanyi Chen, Arpan Mangal, Kai Liu, Chao Chen, Brian Y. Lim

IEEE Trans. Vis. Comput. Graph., 2020

Sparse Mobile Crowdsensing With Differential and Distortion Location Privacy.

Leye Wang, Daqing Zhang, Dingqi Yang, Brian Y. Lim, Xiao Han, Xiaojuan Ma

IEEE Trans. Inf. Forensics Secur., 2020

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

Wencan Zhang, Mariella Dimiccoli, Brian Y. Lim

CoRR, 2020

ExSS-ATEC: Explainable Smart Systems and Algorithmic Transparency in Emerging Technlologies 2020 (workshop abstract).

Alison Smith-Renner, Styliani Kleanthous, Brian Y. Lim, Tsvi Kuflik, Simone Stumpf, Jahna Otterbacher, Advait Sarkar, Casey Dugan, Avital Shulner-Tal

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.

Alison Smith-Renner, Styliani Kleanthous, Brian Y. Lim, Tsvi Kuflik, Simone Stumpf, Jahna Otterbacher, Advait Sarkar, Casey Dugan, Avital Shulner-Tal

Proceedings of the IUI '20: 25th International Conference on Intelligent User Interfaces, 2020

COGAM: Measuring and Moderating Cognitive Load in Machine Learning Model Explanations.

Ashraf M. Abdul, Christian von der Weth, Mohan S. Kankanhalli, Brian Y. Lim

Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

NaMemo: Enhancing Lecturers' Interpersonal Competence of Remembering Students' Names.

Guang Jiang, Mengzhen Shi, Pengcheng An, Ying Su, Yunlong Wang, Brian Y. Lim

Proceedings of the DIS '20: Designing Interactive Systems Conference 2020, 2020

2019

Flexi-Sharing: A Flexible and Personalized Taxi-Sharing System.

Yan Lyu, Victor C. S. Lee, Joseph Kee-Yin Ng, Brian Y. Lim, Kai Liu, Chao Chen

IEEE Trans. Veh. Technol., 2019

Allocating Heterogeneous Tasks in Participatory Sensing with Diverse Participant-Side Factors.

Jiangtao Wang, Feng Wang, Yasha Wang, Daqing Zhang, Brian Y. Lim, Leye Wang

IEEE Trans. Mob. Comput., 2019

How Does a Nation Walk?: Interpreting Large-Scale Step Count Activity with Weekly Streak Patterns.

Brian Y. Lim, Judy Kay, Weilong Liu

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

Why these Explanations? Selecting Intelligibility Types for Explanation Goals.

Brian Y. Lim, Qian Yang, Ashraf M. Abdul, Danding Wang

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.

Brian Y. Lim, Advait Sarkar, Alison Smith-Renner, Simone Stumpf

Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, 2019

The Human(s) in the Loop - Bringing AI and HCI Together.

Tom Gross, Kori Inkpen, Brian Y. Lim, Michael Veale

Proceedings of the Human-Computer Interaction - INTERACT 2019, 2019

Hierarchical Multi-Task Learning for Healthy Drink Classification.

Homin Park, Homanga Bharadhwaj, Brian Y. Lim

Proceedings of the International Joint Conference on Neural Networks, 2019

Designing Theory-Driven User-Centric Explainable AI.

Danding Wang, Qian Yang, Ashraf M. Abdul, Brian Y. Lim

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.

Kai Lukoff, Taoxi Li, Yuan Zhuang, Brian Y. Lim

Proc. ACM Hum. Comput. Interact., 2018

RecGAN: recurrent generative adversarial networks for recommendation systems.

Homanga Bharadhwaj, Homin Park, Brian Y. Lim

Proceedings of the 12th ACM Conference on Recommender Systems, 2018

Interpreting Intelligibility under Uncertain Data Imputation.

Brian Y. Lim, Danding Wang, Tze Ping Loh, Kee Yuan Ngiam

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.

Ashraf M. Abdul, Jo Vermeulen, Danding Wang, Brian Y. Lim, Mohan S. Kankanhalli

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.

Brian Y. Lim, Xinni Chng, Shengdong Zhao

Proceedings of the Fifth International Symposium of Chinese CHI, 2017

2016

Differential Location Privacy for Sparse Mobile Crowdsensing.

Leye Wang, Daqing Zhang, Dingqi Yang, Brian Y. Lim, Xiaojuan Ma

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

2015

Improving Understanding and Trust with Intelligibility in Context-Aware Applications.

Brian Y. Lim

PhD thesis, 2015

2013

Evaluating Intelligibility Usage and Usefulness in a Context-Aware Application.

Brian Y. Lim, Anind K. Dey

Proceedings of the Human-Computer Interaction. Towards Intelligent and Implicit Interaction, 2013

2012

Weights of evidence for intelligible smart environments.

Brian Y. Lim, Anind K. Dey

Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012

Software provision in smart environment based on fuzzy logic intelligibility.

Charles Gouin-Vallerand, Brian Y. Lim, Anind K. Dey

Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012

2011

Pediluma: motivating physical activity through contextual information and social influence.

Brian Y. Lim, Aubrey Shick, Chris Harrison, Scott E. Hudson

Proceedings of the 5th International Conference on Tangible and Embedded Interaction 2011, 2011

Design of an intelligible mobile context-aware application.

Brian Y. Lim, Anind K. Dey

Proceedings of the 13th Conference on Human-Computer Interaction with Mobile Devices and Services, 2011

Investigating intelligibility for uncertain context-aware applications.

Brian Y. Lim, Anind K. Dey

Proceedings of the UbiComp 2011: Ubiquitous Computing, 13th International Conference, 2011

2010

Toolkit to support intelligibility in context-aware applications.

Brian Y. Lim, Anind K. Dey

Proceedings of the UbiComp 2010: Ubiquitous Computing, 12th International Conference, 2010

Improving trust in context-aware applications with intelligibility.

Brian Y. Lim

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.

Brian Y. Lim, Oliver Brdiczka, Victoria Bellotti

Proceedings of the 2010 International ACM SIGGROUP Conference on Supporting Group Work, 2010

2009

Assessing demand for intelligibility in context-aware applications.

Brian Y. Lim, Anind K. Dey

Proceedings of the UbiComp 2009: Ubiquitous Computing, 2009

<i>Why and why not</i> explanations improve the intelligibility of context-aware intelligent systems.

Brian Y. Lim, Anind K. Dey, Daniel Avrahami

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.

Chris Harrison, Brian Y. Lim, Aubrey Shick, Scott E. Hudson

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.

E. Ilana Diamant, Brian Y. Lim, Andy Echenique, Gilly Leshed, Susan R. Fussell

Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009

2007

Spontaneous Interaction Framework for Thin-Client Access to Services.

Brian Y. Lim, Daqing Zhang, Manli Zhu, Song Zheng, Mounir Mokhtari

Proceedings of the Ubiquitous Intelligence and Computing, 4th International Conference, 2007

Supporting Impromptu Service Discovery and Access in Heterogeneous Assistive Environments.

Daqing Zhang, Brian Y. Lim, Manli Zhu, Song Zheng

Proceedings of the Pervasive Computing for Quality of Life Enhancement, 2007

Context-Aware Informative Display.

Manli Zhu, Daqing Zhang, Jun Zhang, Brian Y. Lim

Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Context-Aware Framework for Spontaneous Interaction of Services in Multiple Heterogeneous Spaces.

Brian Y. Lim, Daqing Zhang, Manli Zhu, Song Zheng

Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007