Mohan Kankanhalli

Most-cited papers

Hallucination is Inevitable: An Innate Limitation of Large Language Models
Ziwei Xu, S. Jain, Mohan Kankanhalli
2024arXiv.org687 citations
Semantic Scholar
Fast Yet Effective Machine Unlearning
A. Tarun, Vikram S Chundawat, Murari Mandal, Mohan Kankanhalli
2021IEEE Transactions on Neural Networks and Learning Systems358 citations Open access
Semantic Scholar
Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks using an Incompetent Teacher
Vikram S Chundawat, A. Tarun, Murari Mandal, Mohan Kankanhalli
2022AAAI Conference on Artificial Intelligence318 citations Open access
Semantic Scholar
Point 4D Transformer Networks for Spatio-Temporal Modeling in Point Cloud Videos
Hehe Fan, Yi Yang, Mohan Kankanhalli
2021Computer Vision and Pattern Recognition235 citations
Semantic Scholar
Zero-Shot Machine Unlearning
Vikram S Chundawat, A. Tarun, Murari Mandal, Mohan Kankanhalli
2022IEEE Transactions on Information Forensics and Security230 citations Open access
Semantic Scholar
PSTNet: Point Spatio-Temporal Convolution on Point Cloud Sequences
Hehe Fan, Xin Yu, Yuhang Ding, Yi Yang +1 more
2022International Conference on Learning Representations171 citations Open access
Semantic Scholar
COGAM: Measuring and Moderating Cognitive Load in Machine Learning Model Explanations
Ashraf Abdul, Christian von der Weth, Mohan Kankanhalli, Brian Y. Lim
2020International Conference on Human Factors in Computing Systems140 citations
Semantic Scholar
Combating Misinformation in the Era of Generative AI Models
Danni Xu, Shao-Jing Fan, Mohan Kankanhalli
2023ACM Multimedia134 citations Open access
Semantic Scholar
Point Spatio-Temporal Transformer Networks for Point Cloud Video Modeling
Hehe Fan, Yezhou Yang, Mohan Kankanhalli
2022IEEE Transactions on Pattern Analysis and Machine Intelligence125 citations
Semantic Scholar
Finetuning Text-to-Image Diffusion Models for Fairness
Xudong Shen, Chao Du, Tianyu Pang, Min Lin +2 more
2023International Conference on Learning Representations122 citations
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Disentangled Multimodal Representation Learning for Recommendation
F. Liu, Huilin Chen, Zhiyong Cheng, An-an Liu +2 more
2022IEEE transactions on multimedia109 citations Open access
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Diffusion Facial Forgery Detection
Harry Cheng, Yang-Yang Guo, Tian-Yi Wang, L. Nie +1 more
2024ACM Multimedia76 citations Open access
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Deep Hierarchical Representation of Point Cloud Videos via Spatio-Temporal Decomposition
Hehe Fan, Xin Yu, Yezhou Yang, Mohan Kankanhalli
2021IEEE Transactions on Pattern Analysis and Machine Intelligence65 citations
Semantic Scholar
Self-Supervised Global-Local Structure Modeling for Point Cloud Domain Adaptation with Reliable Voted Pseudo Labels
Hehe Fan, Xiao-Jun Chang, Wanyue Zhang, Yi Cheng +2 more
2022Computer Vision and Pattern Recognition64 citations
Semantic Scholar
Privacy-Preserving Synthetic Data Generation for Recommendation Systems
Fan Liu, Zhiyong Cheng, Huilin Chen, Yin-wei Wei +2 more
2022Annual International ACM SIGIR Conference on Research and Development in Information Retrieval63 citations Open access
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A Unified End-to-End Retriever-Reader Framework for Knowledge-based VQA
Yang-Yang Guo, Li-Qiang Nie, Yong-Kang Wong, Y. Liu +2 more
2022ACM Multimedia62 citations Open access
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Deep Regression Unlearning
A. Tarun, Vikram S Chundawat, Murari Mandal, Mohan Kankanhalli
2022International Conference on Machine Learning58 citations Open access
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Continuous-Discrete Convolution for Geometry-Sequence Modeling in Proteins
Hehe Fan, Zhang-Yang Wang, Yezhou Yang, Mohan Kankanhalli
2023International Conference on Learning Representations56 citations
Semantic Scholar
On Modality Bias Recognition and Reduction
Yang-Yang Guo, Li-Qiang Nie, Harry Cheng, Zhiyong Cheng +2 more
2022ACM Trans. Multim. Comput. Commun. Appl.55 citations Open access
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What Makes for Good Visual Tokenizers for Large Language Models?
Guangzhi Wang, Yixiao Ge, Xiaohan Ding, Mohan Kankanhalli +1 more
2023arXiv.org51 citations Open access
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Effective Abstract Reasoning with Dual-Contrast Network
Tao Zhuo, Mohan Kankanhalli
2022International Conference on Learning Representations51 citations Open access
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Toward Region-Aware Attention Learning for Scene Graph Generation
An-An Liu, Hong-Shuo Tian, N. Xu, Wei-Zhi Nie +2 more
2021IEEE Transactions on Neural Networks and Learning Systems44 citations
Semantic Scholar
A Comprehensive Picture of Factors Affecting User Willingness to Use Mobile Health Applications
Shaojing Fan, Ramesh C. Jain, Mohan Kankanhalli
2023ACM Trans. Comput. Heal.41 citations Open access
Semantic Scholar
Learning Causal Representation for Training Cross-Domain Pose Estimator via Generative Interventions
Xiheng Zhang, Yong-Kang Wong, Xiao-Fei Wu, Juwei Lu +3 more
2021IEEE International Conference on Computer Vision39 citations
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Misinformation, Disinformation, and Generative AI: Implications for Perception and Policy
Kokil Jaidka, Tsu-Han Chen, Simon Chesterman, W. Hsu +9 more
2024Digit. Gov. Res. Pract.38 citations Open access
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Understanding Atomic Hand-Object Interaction With Human Intention
Hehe Fan, Tao Zhuo, Xin Yu, Yi Yang +1 more
2021IEEE transactions on circuits and systems for video technology (Print)38 citations
Semantic Scholar
Understanding Before Recommendation: Semantic Aspect-Aware Review Exploitation via Large Language Models
Fan Liu, Ya-Qi Liu, Huilin Chen, Zhiyong Cheng +2 more
2023ACM Trans. Inf. Syst.37 citations Open access
Semantic Scholar
Relation-Aware Compositional Zero-Shot Learning for Attribute-Object Pair Recognition
Zi-Wei Xu, Guangzhi Wang, Yong-Kang Wong, Mohan Kankanhalli
2021IEEE transactions on multimedia37 citations Open access
Semantic Scholar
Bilateral Adaptation for Human-Object Interaction Detection with Occlusion-Robustness
Guangzhi Wang, Yangyang Guo, Zi-Wei Xu, Mohan Kankanhalli
2024Computer Vision and Pattern Recognition35 citations
Semantic Scholar
Semantic-Guided Feature Distillation for Multimodal Recommendation
Fan Liu, Huilin Chen, Zhiyong Cheng, Li-Qiang Nie +1 more
2023ACM Multimedia35 citations Open access
Semantic Scholar
Robust Federated Recommendation System
Chen Chen, Jing-Feng Zhang, A. Tung, Mohan Kankanhalli +1 more
2020arXiv.org34 citations
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Attribute-driven Disentangled Representation Learning for Multimodal Recommendation
Zhenyang Li, Fan Liu, Yin-wei Wei, Zhiyong Cheng +2 more
2023ACM Multimedia33 citations Open access
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Scene Graph Inference via Multi-Scale Context Modeling
Ning Xu, An-An Liu, Yong-Kang Wong, Wei-Zhi Nie +2 more
2021IEEE transactions on circuits and systems for video technology (Print)33 citations
Semantic Scholar
Unsupervised Motion Representation Learning with Capsule Autoencoders
Ziwei Xu, Xudong Shen, Yong-Kang Wong, Mohan Kankanhalli
2021Neural Information Processing Systems33 citations
Semantic Scholar
Appendix for Don’t Pour Cereal into Coffee: Differentiable Temporal Logic for Temporal Action Segmentation
Ziwei Xu, Y. Rawat, Yong-Kang Wong, Mohan Kankanhalli +1 more
202332 citations
Semantic Scholar
Joint Answering and Explanation for Visual Commonsense Reasoning
Zhen-Yang Li, Yang-Yang Guo, Ke-Jyun Wang, Yin-wei Wei +2 more
2022IEEE Transactions on Image Processing32 citations Open access
Semantic Scholar
Text to Point Cloud Localization with Relation-Enhanced Transformer
Guangzhi Wang, Hehe Fan, Mohan Kankanhalli
2023AAAI Conference on Artificial Intelligence31 citations Open access
Semantic Scholar
UNK-VQA: A Dataset and a Probe Into the Abstention Ability of Multi-Modal Large Models
Yang-Yang Guo, Fangkai Jiao, Zhi-Qi Shen, Li-Qiang Nie +1 more
2023IEEE Transactions on Pattern Analysis and Machine Intelligence30 citations Open access
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Understanding the Interaction of Adversarial Training with Noisy Labels
Jia-Ning Zhu, Jing-Feng Zhang, Bo Han, Tong-Liang Liu +4 more
2021arXiv.org30 citations
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Fair Representation: Guaranteeing Approximate Multiple Group Fairness for Unknown Tasks
Xudong Shen, Yong-Kang Wong, Mohan Kankanhalli
2021IEEE Transactions on Pattern Analysis and Machine Intelligence30 citations Open access
Semantic Scholar
A new DCT-PCM method for license plate number detection in drone images
Hamam Mokayed, P. Shivakumara, Hon Hock Woon, Mohan Kankanhalli +2 more
2021Pattern Recognition Letters29 citations
Semantic Scholar
Unsupervised Abstract Reasoning for Raven’s Problem Matrices
Tao Zhuo, Qiang Huang, Mohan Kankanhalli
2021IEEE Transactions on Image Processing27 citations Open access
Semantic Scholar
Efficient Adversarial Contrastive Learning via Robustness-Aware Coreset Selection
Xilie Xu, Jing-Feng Zhang, Feng Liu, Masashi Sugiyama +1 more
2023Neural Information Processing Systems26 citations Open access
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Adversarial Learning for Personalized Tag Recommendation
Erik Quintanilla, Y. Rawat, Andrey Sakryukin, M. Shah +1 more
2020IEEE transactions on multimedia26 citations Open access
Semantic Scholar
The VLLM Safety Paradox: Dual Ease in Jailbreak Attack and Defense
Yang-Yang Guo, Fangkai Jiao, Li-Qiang Nie, Mohan Kankanhalli
2024Neural Information Processing Systems25 citations
Semantic Scholar
VidHal: Benchmarking Temporal Hallucinations in Vision LLMs
Wey Yeh Choong, Yangyang Guo, Mohan Kankanhalli
2024arXiv.org25 citations
Semantic Scholar
Enhancing Adversarial Contrastive Learning via Adversarial Invariant Regularization
Xilie Xu, Jing-Feng Zhang, Feng Liu, Masashi Sugiyama +1 more
2023Neural Information Processing Systems25 citations Open access
Semantic Scholar
Distill to Delete: Unlearning in Graph Networks With Knowledge Distillation
Yash Sinha, Murari Mandal, Mohan Kankanhalli
2023IEEE Transactions on Neural Networks and Learning Systems23 citations Open access
Semantic Scholar
Joint Vision-Language Social Bias Removal for CLIP
Hao-Yu Zhang, Yangyang Guo, Mohan Kankanhalli
2024Computer Vision and Pattern Recognition22 citations Open access
Semantic Scholar
Keyword-Aware Relative Spatio-Temporal Graph Networks for Video Question Answering
Yi Cheng, Hehe Fan, Dongyun Lin, Ying Sun +2 more
2023IEEE transactions on multimedia21 citations Open access
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