Kankanhalli, Mohan

Multimodal fusion for multimedia analysis: a survey

Atrey, P. K., Hossain, M. A., El Saddik, A., & Kankanhalli, M. S. (2010) · Multimedia Systems

Multimodal Machine Learning ApplicationsAdvanced Image Fusion Techniques

Cited by 1,279

Trends and Trajectories for Explainable, Accountable and Intelligible Systems: An HCI Research Agenda

Abdul, A., Vermeulen, J., Wang, D., Lim, B. Y., & Kankanhalli, M. (2018) · Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 743

Fast Yet Effective Machine Unlearning

Tarun, A. K., Chundawat, V. S., Mandal, M., & Kankanhalli, M. (2021) · arXiv

Privacy-Preserving Technologies in DataAdversarial Robustness in Machine Learning

Cited by 190

Hallucination is Inevitable: An Innate Limitation of Large Language Models

Xu, Z., Jain, S., & Kankanhalli, M. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 180

Zero-Shot Machine Unlearning

Chundawat, V. S., Tarun, A. K., Mandal, M., & Kankanhalli, M. (2023) · IEEE Transactions on Information Forensics and Security

Privacy-Preserving Technologies in DataAdversarial Robustness in Machine Learning

Cited by 162

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

Abdul, A., von der Weth, C., Kankanhalli, M., & Lim, B. Y. (2020) · Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems

Explainable Artificial Intelligence (XAI)Data Visualization and Analytics

Cited by 96

An evaluation of wearable activity monitoring devices

Guo, F., Li, Y., Kankanhalli, M. S., & Brown, M. S. (2013) · Proceedings of the 1st ACM international workshop on Personal data meets distributed multimedia

Context-Aware Activity Recognition SystemsInnovative Human-Technology Interaction

Cited by 80

Diffusion Facial Forgery Detection

Cheng, H., Guo, Y., Wang, T., Nie, L., & Kankanhalli, M. (2024) · Proceedings of the 32nd ACM International Conference on Multimedia

Digital Media Forensic DetectionGenerative Adversarial Networks and Image Synthesis

Cited by 47

A Comprehensive Picture of Factors Affecting User Willingness to Use Mobile Health Applications

Fan, S., Jain, R. C., & Kankanhalli, M. S. (2024) · ACM Transactions on Computing for Healthcare

Mobile Health and mHealth ApplicationsHealth, Technology, Consumer Behavior

Cited by 40

FractalForensics: Proactive Deepfake Detection and Localization via Fractal Watermarks

Wang, T., Cheng, H., Liu, M.-H., & Kankanhalli, M. (2025) · Proceedings of the 33rd ACM International Conference on Multimedia

Digital Media Forensic DetectionAdvanced Steganography and Watermarking Techniques

Cited by 9