Kankanhalli, Mohan

37 publications

TMLR 2026 Involuntary Jailbreak: On Self-Prompting Attacks Yangyang Guo, Yangyan Li, Mohan Kankanhalli

TMLR 2026 VidHal: Benchmarking Hallucinations in Vision LLMs Wey Yeh Choong, Yangyang Guo, Mohan Kankanhalli

NeurIPS 2025 Fair Deepfake Detectors Can Generalize Harry Cheng, Ming-Hui Liu, Yangyang Guo, Tianyi Wang, Liqiang Nie, Mohan Kankanhalli

CVPR 2025 Joint Vision-Language Social Bias Removal for CLIP Haoyu Zhang, Yangyang Guo, Mohan Kankanhalli

TMLR 2025 Privacy Risks and Preservation Methods in Explainable Artificial Intelligence: A Scoping Review Sonal Allana, Mohan Kankanhalli, Rozita Dara

ICCV 2025 SCAN: Bootstrapping Contrastive Pre-Training for Data Efficiency Yangyang Guo, Mohan Kankanhalli

ICLR 2025 Strong Preferences Affect the Robustness of Preference Models and Value Alignment Ziwei Xu, Mohan Kankanhalli

NeurIPS 2025 The VLLM Safety Paradox: Dual Ease in Jailbreak Attack and Defense Yangyang Guo, Fangkai Jiao, Liqiang Nie, Mohan Kankanhalli

TMLR 2025 UnSTAR: Unlearning with Self-Taught Anti-Sample Reasoning for LLMs Yash Sinha, Murari Mandal, Mohan Kankanhalli

CVPR 2025 VideoAutoArena: An Automated Arena for Evaluating Large Multimodal Models in Video Analysis Through User Simulation Ziyang Luo, Haoning Wu, Dongxu Li, Jing Ma, Mohan Kankanhalli, Junnan Li

ICLR 2024 An LLM Can Fool Itself: A Prompt-Based Adversarial Attack Xilie Xu, Keyi Kong, Ning Liu, Lizhen Cui, Di Wang, Jingfeng Zhang, Mohan Kankanhalli

ICLR 2024 AutoLoRa: An Automated Robust Fine-Tuning Framework Xilie Xu, Jingfeng Zhang, Mohan Kankanhalli

CVPR 2024 Bilateral Adaptation for Human-Object Interaction Detection with Occlusion-Robustness Guangzhi Wang, Yangyang Guo, Ziwei Xu, Mohan Kankanhalli

ICLR 2024 Finetuning Text-to-Image Diffusion Models for Fairness Xudong Shen, Chao Du, Tianyu Pang, Min Lin, Yongkang Wong, Mohan Kankanhalli

ICML 2024 Improving Context Understanding in Multimodal Large Language Models via Multimodal Composition Learning Wei Li, Hehe Fan, Yongkang Wong, Yi Yang, Mohan Kankanhalli

CVPR 2024 PELA: Learning Parameter-Efficient Models with Low-Rank Approximation Yangyang Guo, Guangzhi Wang, Mohan Kankanhalli

NeurIPS 2024 Perplexity-Aware Correction for Robust Alignment with Noisy Preferences Keyi Kong, Xilie Xu, Di Wang, Jingfeng Zhang, Mohan Kankanhalli

WACV 2024 Privacy-Enhancing Person Re-Identification Framework - A Dual-Stage Approach Kajal Kansal, Yongkang Wong, Mohan Kankanhalli

NeurIPS 2024 TOPA: Extending Large Language Models for Video Understanding via Text-Only Pre-Alignment Wei Li, Hehe Fan, Yongkang Wong, Mohan Kankanhalli, Yi Yang

ICLR 2023 Continuous-Discrete Convolution for Geometry-Sequence Modeling in Proteins Hehe Fan, Zhangyang Wang, Yi Yang, Mohan Kankanhalli

CVPR 2023 DSFNet: Dual Space Fusion Network for Occlusion-Robust 3D Dense Face Alignment Heyuan Li, Bo Wang, Yu Cheng, Mohan Kankanhalli, Robby T. Tan

ICML 2023 Deep Regression Unlearning Ayush Kumar Tarun, Vikram Singh Chundawat, Murari Mandal, Mohan Kankanhalli

CVPR 2023 PointListNet: Deep Learning on 3D Point Lists Hehe Fan, Linchao Zhu, Yi Yang, Mohan Kankanhalli

ICML 2022 Adversarial Attack and Defense for Non-Parametric Two-Sample Tests Xilie Xu, Jingfeng Zhang, Feng Liu, Masashi Sugiyama, Mohan Kankanhalli

ECCV 2022 Chairs Can Be Stood on: Overcoming Object Bias in Human-Object Interaction Detection Guangzhi Wang, Yangyang Guo, Yongkang Wong, Mohan Kankanhalli

CVPR 2022 Self-Supervised Global-Local Structure Modeling for Point Cloud Domain Adaptation with Reliable Voted Pseudo Labels Hehe Fan, Xiaojun Chang, Wanyue Zhang, Yi Cheng, Ying Sun, Mohan Kankanhalli

ICLR 2021 Effective Abstract Reasoning with Dual-Contrast Network Tao Zhuo, Mohan Kankanhalli

ICLR 2021 Geometry-Aware Instance-Reweighted Adversarial Training Jingfeng Zhang, Jianing Zhu, Gang Niu, Bo Han, Masashi Sugiyama, Mohan Kankanhalli

ICCV 2021 Learning Causal Representation for Training Cross-Domain Pose Estimator via Generative Interventions Xiheng Zhang, Yongkang Wong, Xiaofei Wu, Juwei Lu, Mohan Kankanhalli, Xiangdong Li, Weidong Geng

ICLR 2021 PSTNet: Point Spatio-Temporal Convolution on Point Cloud Sequences Hehe Fan, Xin Yu, Yuhang Ding, Yi Yang, Mohan Kankanhalli

CVPR 2021 Point 4D Transformer Networks for Spatio-Temporal Modeling in Point Cloud Videos Hehe Fan, Yi Yang, Mohan Kankanhalli

ICML 2020 Attacks Which Do Not Kill Training Make Adversarial Learning Stronger Jingfeng Zhang, Xilie Xu, Bo Han, Gang Niu, Lizhen Cui, Masashi Sugiyama, Mohan Kankanhalli

WACV 2020 GradMix: Multi-Source Transfer Across Domains and Tasks Junnan Li, Ziwei Xu, Wong Yongkang, Qi Zhao, Mohan Kankanhalli

ICML 2020 Inferring DQN Structure for High-Dimensional Continuous Control Andrey Sakryukin, Chedy Raissi, Mohan Kankanhalli

WACV 2020 Weakly-Supervised Multi-Person Action Recognition in 360$^{\circ}$ Videos Junnan Li, Jianquan Liu, Wong Yongkang, Shoji Nishimura, Mohan Kankanhalli

ICML 2019 Sublinear Time Nearest Neighbor Search over Generalized Weighted Space Yifan Lei, Qiang Huang, Mohan Kankanhalli, Anthony Tung

ICML 2014 Nonmyopic Ε-Bayes-Optimal Active Learning of Gaussian Processes Trong Nghia Hoang, Bryan Kian Hsiang Low, Patrick Jaillet, Mohan Kankanhalli