Brian Y. Lim · National University of Singapore

Is this you? Claim this profile to correct it, add a bio and choose the work people see first.

Claim this profile

Academic lineage

View as a tree

Students and postdocs5

Wang Gucheng
PhD student · until 2025 · National University of Singapore
From a thesis record ↗
Zhao Xuejun
PhD student · until 2023 · National University of Singapore
From a thesis record ↗
Zhang Wencan
PhD student · until 2023 · National University of Singapore
From a thesis record ↗
Ashraf Mohammed Abdul
PhD student · until 2022 · National University of Singapore
From a thesis record ↗
Wang Danding
PhD student · until 2021 · National University of Singapore
From a thesis record ↗

Works75 from public data

TitleCited by

Designing Theory-Driven User-Centric Explainable AI
Danding Wang, Qian Yang, Ashraf Abdul, Brian Y. Lim
CHI Conference on Human Factors in Computing Systems · 2019
938
Trends and Trajectories for Explainable, Accountable and Intelligible Systems
Ashraf Abdul, Jo Vermeulen, Danding Wang, Brian Y. Lim, Mohan Kankanhalli
CHI Conference on Human Factors in Computing Systems · 2018
867
Why and why not explanations improve the intelligibility of context-aware intelligent systems
Brian Y. Lim, A. Dey, Daniel Avrahami
ACM SIGCHI Conference on Human Factors in Computing Systems (CHI) · 2009
702
Assessing demand for intelligibility in context-aware applications
Brian Y. Lim, A. Dey
ACM International Conference on Ubiquitous Computing (UbiComp) · 2009
287
Toolkit to support intelligibility in context-aware applications
Brian Y. Lim, Anind K. Dey
Proceedings of the 12th ACM international conference on Ubiquitous computing · 2010
195
RePrompt: Automatic Prompt Editing to Refine AI-Generative Art Towards Precise Expressions
Yunlong Wang, Shuyuan Shen, Brian Y. Lim
CHI Conference on Human Factors in Computing Systems · 2023
159
Sparse Mobile Crowdsensing With Differential and Distortion Location Privacy
Le-Ye Wang, Da-Qing Zhang, Dingqi Yang, Brian Y. Lim, Xiao Han, Xiaojuan Ma
IEEE Transactions on Information Forensics and Security · 2020
145
COGAM: Measuring and Moderating Cognitive Load in Machine Learning Model Explanations
Ashraf Abdul, Christian von der Weth, Mohan Kankanhalli, Brian Y. Lim
CHI Conference on Human Factors in Computing Systems · 2020
140
Event-Driven Visual-Tactile Sensing and Learning for Robots
Tasbolat Taunyazov, Weicong Sng, Brian Lim, Hian Hian See, Jethro Kuan, Abdul Fatir Ansari, Benjamin Tee, Harold Soh
Robotics: Science and Systems XVI · 2020
132
Exploiting Explanations for Model Inversion Attacks
Xuejun Zhao, Wen-Can Zhang, Xiao Xiao, Brian Y. Lim
IEEE/CVF International Conference on Computer Vision (ICCV) · 2021
123
Investigating intelligibility for uncertain context-aware applications
Brian Y. Lim, A. Dey
ACM International Conference on Ubiquitous Computing (UbiComp) · 2011
120
Where to locate wearable displays?
Chris Harrison, Brian Y. Lim, Aubrey Shick, Scott E. Hudson
ACM SIGCHI Conference on Human Factors in Computing Systems (CHI) · 2009
106
Differential Location Privacy for Sparse Mobile Crowdsensing
Leye Wang, Da-Qing Zhang, Dingqi Yang, Brian Y. Lim, Xiaojuan Ma
Proceedings · 2016
103
TableChat
Kai Lukoff, Taoxi Li, Yuan Zhuang, Brian Y. Lim
Proceedings of the ACM on Human-Computer Interaction · 2018
87
Towards Relatable Explainable AI with the Perceptual Process
Wen-Can Zhang, Brian Y. Lim
CHI Conference on Human Factors in Computing Systems · 2022
85
RecGAN
Homanga Bharadhwaj, Homin Park, Brian Y. Lim
ACM Conference on Recommender Systems (RecSys) · 2018
80
Why these Explanations? Selecting Intelligibility Types for Explanation Goals.
Brian Y. Lim, Qian Yang, Ashraf Abdul, Danding Wang
IUI Workshops · 2019
70
Design of an intelligible mobile context-aware application
Brian Y. Lim, A. Dey
International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI) · 2011
69
Pediluma
Brian Y. Lim, Aubrey Shick, Chris Harrison, Scott E. Hudson
International Conference on Tangible, Embedded, and Embodied Interaction (TEI) · 2010
57
Allocating Heterogeneous Tasks in Participatory Sensing with Diverse Participant-Side Factors
Jiangtao Wang, Feng Wang, Yasha Wang, Da-Qing Zhang, Brian Y. Lim, Leye Wang
IEEE Transactions on Mobile Computing · 2018
43
Interpretable Directed Diversity: Leveraging Model Explanations for Iterative Crowd Ideation
Yunlong Wang, Priyadarshini Venkatesh, Brian Y. Lim
CHI Conference on Human Factors in Computing Systems · 2022
33
Evaluating Intelligibility Usage and Usefulness in a Context-Aware Application
Brian Y. Lim, A. Dey
Lecture notes in computer science · 2013
32
Improving understanding and trust with intelligibility in context-aware applications
A. Dey, Brian Y. Lim
ProQuest LLC eBooks · 2012
32
Show or suppress? Managing input uncertainty in machine learning model explanations
Danding Wang, Wen-Can Zhang, Brian Y. Lim
Artificial Intelligence · 2021
31
Incremental XAI: Memorable Understanding of AI with Incremental Explanations
Jessica Y. Bo, Pan Hao, Brian Y. Lim
CHI Conference on Human Factors in Computing Systems · 2024
27
Grand Challenges for Personal Informatics and AI
L. Mamykina, Daniel A. Epstein, P. Klasnja, Donna Sprujt-Metz, J. Meyer, M. Czerwinski, Tim Althoff, Eun Kyoung Choe, +2 more
CHI Conference on Human Factors in Computing Systems Extended Abstracts · 2022
27
Flexi-Sharing: A Flexible and Personalized Taxi-Sharing System
Yan Lyu, V. Lee, J. Ng, Brian Y. Lim, Kai Liu, Chao Chen
IEEE Transactions on Vehicular Technology · 2019
26
IF-City: Intelligible Fair City Planning to Measure, Explain and Mitigate Inequality
Yan Lyu, Hang-Xin Lu, Min Kyung Lee, G. Schmitt, Brian Y. Lim
IEEE Transactions on Visualization and Computer Graphics · 2023
24
Debiased-CAM to mitigate image perturbations with faithful visual explanations of machine learning
Wen-Can Zhang, Mariella Dimiccoli, Brian Y. Lim
CHI Conference on Human Factors in Computing Systems · 2022
24
How Does a Nation Walk?
Brian Y. Lim, J. Kay, Weilong Liu
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · 2019
24
IRIS: Interpretable Rubric-Informed Segmentation for Action Quality Assessment
Hitoshi Matsuyama, Nobuo Kawaguchi, Brian Y. Lim
ACM International Conference on Intelligent User Interfaces (IUI) · 2023
22
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 16th ACM international conference on Supporting group work - GROUP '10 · 2010
18
Comparing datasets of volume servers to illuminate their energy use in data centers
H. Fuchs, Arman Shehabi, M. Ganeshalingam, L. Desroches, Brian Y. Lim, K. Roth, A. Tsao
Energy Efficiency · 2019
15
Improving trust in context-aware applications with intelligibility
Brian Y. Lim
Proceedings of the 12th ACM international conference adjunct papers on Ubiquitous computing - Adjunct · 2010
15
Trade-off between Automation and Accuracy in Mobile Photo Recognition Food Logging
Brian Y. Lim, Xinni Chng, Shengdong Zhao
International Symposium of Chinese CHI (Chinese CHI) · 2017
14
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 Transactions on Visualization and Computer Graphics · 2019
13
Diagrammatization and Abduction to Improve AI Interpretability With Domain-Aligned Explanations for Medical Diagnosis
Brian Y. Lim, Joseph P. Cahaly, Chester Y. F. Sng, Adam Chew
CHI Conference on Human Factors in Computing Systems · 2025
11
Bidirectional linkage of DNA barcodes for the multiplexed mapping of higher-order protein interactions in cells
Yu Liu, Noah R. Sundah, Nicholas R. Y. Ho, Wan-Xiang Shen, Yunhan Xu, Auginia Natalia, Zhong-Lang Yu, J. Seet, +4 more
Nature Biomedical Engineering · 2024
11
Relative criticalness of common laboratory tests for critical value reporting
Zhutian Yang, E. H. Tan, Ying-Da Li, B. Lim, M. Metz, T. P. Loh
Journal of Clinical Pathology · 2018
11
Context-Aware Informative Display
Manli Zhu, Daqing Zhang, Jun Zhang, Brian Y. Lim
Multimedia and Expo, 2007 IEEE International Conference on · 2007
11
Hierarchical Multi-Task Learning for Healthy Drink Classification
Homin Park, Homanga Bharadhwaj, Brian Y. Lim
2019 International Joint Conference on Neural Networks (IJCNN) · 2019
10
Supporting intercultural collaboration with dynamic feedback systems
E. Diamant, Brian Y. Lim, A. Echenique, Gilly Leshed, Susan R. Fussell
CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA) · 2009
10
ExSS-ATEC
Alison Smith-Renner, S. Kleanthous, Brian Y. Lim, T. Kuflik, S. Stumpf, Jahna Otterbacher, Advait Sarkar, Casey Dugan, +1 more
ACM International Conference on Intelligent User Interfaces (IUI) · 2020
5
iRULER: Intelligible Rubric-Based User-Defined LLM Evaluation for Revision
Jingwen Bai, Wei Soon Cheong, Philippe Muller, Brian Y. Lim
CHI Conference on Human Factors in Computing Systems · 2026
4
Varif.ai to Vary and Verify User-Driven Diversity in Scalable Image Generation
Mario Michelessa, Jamie Ng, Christophe Hurter, Brian Y. Lim
ACM Designing Interactive Systems Conference (DIS) · 2025
4
Imma Sort by Two or More Attributes With Interpretable Monotonic Multi-Attribute Sorting
Yan Lyu, Fan Gao, Ivy Wu, Brian Y. Lim
IEEE Transactions on Visualization and Computer Graphics · 2020
4
ExSS
Brian Y. Lim, Advait Sarkar, Alison Smith-Renner, S. Stumpf
ACM International Conference on Intelligent User Interfaces (IUI) · 2019
4
In2Core: Leveraging Influence Functions for Coreset Selection in Instruction Finetuning of Large Language Models
Ayrton San Joaquin, Bin Wang, Zhengyuan Liu, Philippe Muller, Nicholas Asher, Brian Lim, Nancy F. Chen
Findings of the Association for Computational Linguistics: EMNLP 2024 · 2024
3
ST-MNIST -- The Spiking Tactile MNIST Neuromorphic Dataset
arXiv · 2020
3
ExSS 2018: Workshop on explainable smart systems
Brian Y. Lim, Alison Smith, S. Stumpf
ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam) · 2018
3
Weights of evidence for intelligible smart environments
Brian Y. Lim, Anind K. Dey
Proceedings of the 2012 ACM Conference on Ubiquitous Computing · 2012
3
Context-Aware Framework for Spontaneous Interaction of Services in Multiple Heterogeneous Spaces
Brian Y. Lim, Daqing Zhang, Manli Zhu, Song Zheng
Multimedia and Expo, 2007 IEEE International Conference on · 2007
3
TExSS: Transparency and Explanations in Smart Systems
Alison Smith-Renner, Styliani Kleanthous Loizou, Jonathan Dodge, Casey Dugan, M. Lee, Brian Y. Lim, T. Kuflik, Advait Sarkar, +2 more
ACM International Conference on Intelligent User Interfaces (IUI) · 2021
2
Debiased-CAM for bias-agnostic faithful visual explanations of deep convolutional networks.
Wen-Can Zhang, Mariella Dimiccoli, Brian Y. Lim
arXiv · 2020
2
The Human(s) in the Loop—Bringing AI and HCI Together
Tom Gross, K. Inkpen, Brian Y. Lim, Michael Veale
Lecture notes in computer science · 2019
2
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
2
Personal-Public Displays: Motivating Behavior Change through Ambient Information and Social Pressure
Brian Y. Lim, Aubrey Shick, Chris Harrison
2008
2
Beyond Scores: Explainable Intelligent Assessment Strengthens Pre-service Teachers' Assessment Literacy
Yuang Wei, Fei Wang, Yi-Fan Zhang, Brian Y. Lim, Bo Jiang
CHI Conference on Human Factors in Computing Systems · 2026
1
Rules or Weights? Comparing User Understanding of Explainable AI Techniques with the Cognitive XAI-Adaptive Model
Louth Bin Rawshan, Zhu Wang, Brian Y. Lim
ACM International Conference on Intelligent User Interfaces (IUI) · 2026
1
Robust Relatable Explanations of Machine Learning with Disentangled Cue-specific Saliency
Harshavardhan Abichandani, Wen-Can Zhang, Brian Y. Lim
ACM International Conference on Intelligent User Interfaces (IUI) · 2025
1
Visual Explanations of Differentiable Greedy Model Predictions on the Influence Maximization Problem
Mario Michelessa, Christophe Hurter, Brian Y. Lim, Jamie Ng, Bogdan Cautis, C. Hargreaves
Big Data and Cognitive Computing · 2023
1
TExSS 22: Transparency and Explanations in Smart Systems
T. Kuflik, Jonathan Dodge, Styliani Kleanthous Loizou, Brian Y. Lim, Carina Negreanu, Avital Shulner-Tal, S. Stumpf
ACM International Conference on Intelligent User Interfaces (IUI) · 2022
1
Interpreting Intelligibility under Uncertain Data Imputation.
Brian Y. Lim, Danding Wang, T. P. Loh, K. Ngiam
IUI Workshops · 2018
1
Impromptu Service Discovery and Provision in Heterogeneous Assistive Environments
Da-Qing Zhang, Wei-Jun Qin, Brian Y. Lim, Manli Zhu
2008
1
Spontaneous Interaction Framework for Thin-Client Access to Services
Brian Y. Lim, Da-Qing Zhang, Manli Zhu, Song Zheng, M. Mokhtari
Lecture notes in computer science · 2007
1
Supporting Impromptu Service Discovery and Access in Heterogeneous Assistive Environments
Da-Qing Zhang, Brian Y. Lim, Manli Zhu, Song Zheng
Springer eBooks · 2007
1
CoAX: Cognitive-Oriented Attribution eXplanation User Model of Human Understanding of AI Explanations
Louth Bin Rawshan, Zhuo-Yu Wang, Brian Y. Lim
ACM Conference on Fairness, Accountability, and Transparency (FAccT) · 2026
–
Debiased-CAM to mitigate systematic error with faithful visual explanations of machine learning
arXiv · 2022
–
Digital Contact Tracing: A Playbook for Responsible Data Use
Kelsey Finch, Maithri Vangala, S. Jordan, Natalie Ortiz, R. Hendricks-Sturrup, Samantha Levy, Pollyanna Sanderson, Hana Passen, +8 more
2020
–
ExSS-ATEC: Explainable Smart Systems and Algorithmic Transparency in Emerging Technlologies 2020 (workshop abstract).
A. Smith-Renner, S. Kleanthous, B. Lim, T. Kuflik, Simone Stumpf, Jahna Otterbacher, Advait Sarkar, Casey Dugan, +1 more
2020
–
The Curious Case of Providing Intelligibility for Smart Speakers
2019
–
Rapid Prototyping of Energy Management Applications with FRESH
Brian Y. Lim, K. Roth, S. Nambiar, H. Rayakota
2014
–
EDUCATION07 - May 12 Ph.D. in Human-Computer Interaction
Brian Y. Lim, C. Laude
2012
–
Impromptu services discovery and provision in heterogeneous assistive environments
INRIA a CCSD electronic archive server · 2008
–
Vida: A video feature
1993
–

Publication data from OpenAlex, with missing venues and authors filled in from Crossref; citation counts are the higher of OpenAlex and Semantic Scholar; position from the scholar’s ORCID record, last synced 2026-10-10. Citation counts may be lower than on Google Scholar, which indexes more sources.

Report an error

Wrong papers, two people merged into one, or a profile that should not be here? Tell us and we will fix or hide it. You will be asked to sign in.