PPaperPicks

Mohan S. Kankanhalli

National University of Singapore, Department of Computer Science, Singapore

28 papers at tracked venues · 26 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-4846-2015 ↗Google Scholar ↗Homepage ↗

Venues

ACM MM ×7CVPR ×4ICLR ×4NeurIPS ×4AAAI ×3ACL ×1EMNLP ×1ICCV ×1ICML ×1IJCAI ×1SIGKDD ×1

Frequent coauthors

Yangyang Guo
×7
Yongkang Wong
×5
Liqiang Nie
×5
Harry Cheng
×3
Tianyi Wang
×3
Murari Mandal
×3
Xilie Xu
×3
Jingfeng Zhang
×3
Fan Liu
×2
Ming-Hui Liu
×2
Ziwei Xu
×2
Ziyang Luo
×2

Papers

  1. Aggregating Diverse Cue Experts for AI-Generated Image Detection
    AAAI 2026 ·
    Lei Tan
    ,
    Shuwei Li
    , Mohan Kankanhalli,
    Robby T. Tan
  2. Object-Centric Framework for Video Moment Retrieval
    AAAI 2026 ·
    Zongyao Li
    ,
    Yongkang Wong
    ,
    Satoshi Yamazaki
    ,
    Jianquan Liu
    , Mohan Kankanhalli
  3. A New Dataset and Benchmark for Grounding Multimodal Misinformation
    ACM MM 2025 ·
    Bingjian Yang
    ,
    Danni Xu
    ,
    Kaipeng Niu
    ,
    Wenxuan Liu
    ,
    Zheng Wang
    , Mohan Kankanhalli
  4. Enhancing HOI Detection with Contextual Cues from Large Vision-Language Models
    ACM MM 2025 ·
    Yu-Wei Zhan
    ,
    Fan Liu
    ,
    Xin Luo
    ,
    Xin-Shun Xu
    ,
    Liqiang Nie
    , Mohan Kankanhalli
  5. Fair Deepfake Detectors Can Generalize
    NeurIPS 2025 ·
    Harry Cheng
    ,
    Ming-Hui Liu
    ,
    Yangyang Guo
    ,
    Tianyi Wang
    ,
    Liqiang Nie
    , Mohan Kankanhalli
  6. FractalForensics: Proactive Deepfake Detection and Localization via Fractal Watermarks
    ACM MM 2025 ·
    Tianyi Wang
    ,
    Harry Cheng
    ,
    Ming-Hui Liu
    , Mohan Kankanhalli
  7. GroMo25: ACM Multimedia 2025 Grand Challenge for Plant Growth Modeling with Multiview Images
    ACM MM 2025 ·
    Shreya Bansal
    ,
    Ruchi Bhatt
    ,
    Amanpreet Chander
    ,
    Rupinder Kaur
    ,
    Malya Singh
    , Mohan Kankanhalli,
    Abdulmotaleb El Saddik
    ,
    Mukesh Saini
  8. Joint Vision-Language Social Bias Removal for CLIP
    CVPR 2025 ·
    Haoyu Zhang
    ,
    Yangyang Guo
    , Mohan S. Kankanhalli
  9. Multi-Modal Recommendation Unlearning for Legal, Licensing, and Modality Constraints
    AAAI 2025 ·
    Yash Sinha
    ,
    Murari Mandal
    , Mohan S. Kankanhalli
  10. Nine Ways to Break Copyright Law and Why Our LLM Won't: A Fair Use Aligned Generation Framework
    EMNLP 2025 ·
    Aakash Sen Sharma
    ,
    Debdeep Sanyal
    ,
    Priyansh Srivastava
    ,
    Sundar Athreya H
    ,
    Shirish S. Karande
    , Mohan Kankanhalli,
    Murari Mandal
  11. SCAN: Bootstrapping Contrastive Pre-training for Data Efficiency
    ICCV 2025 ·
    Yangyang Guo
    , Mohan Kankanhalli
  12. Strong Preferences Affect the Robustness of Preference Models and Value Alignment
    ICLR 2025 ·
    Ziwei Xu
    , Mohan S. Kankanhalli
  13. The VLLM Safety Paradox: Dual Ease in Jailbreak Attack and Defense
    NeurIPS 2025 ·
    Yangyang Guo
    ,
    Fangkai Jiao
    ,
    Liqiang Nie
    , Mohan Kankanhalli
  14. Tree-of-Evolution: Tree-Structured Instruction Evolution for Code Generation in Large Language Models
    ACL 2025 ·
    Ziyang Luo
    ,
    Kaixin Li
    ,
    Hongzhan Lin
    ,
    Yuchen Tian
    , Mohan S. Kankanhalli,
    Jing Ma
  15. VideoAutoArena: An Automated Arena for Evaluating Large Multimodal Models in Video Analysis through User Simulation
    CVPR 2025 ·
    Ziyang Luo
    ,
    Haoning Wu
    ,
    Dongxu Li
    ,
    Jing Ma
    , Mohan S. Kankanhalli,
    Junnan Li
  16. An LLM can Fool Itself: A Prompt-Based Adversarial Attack
    ICLR 2024 ·
    Xilie Xu
    ,
    Keyi Kong
    ,
    Ning Liu
    ,
    Lizhen Cui
    ,
    Di Wang
    ,
    Jingfeng Zhang
    , Mohan S. Kankanhalli
  17. Attribute-driven Disentangled Representation Learning for Multimodal Recommendation
    ACM MM 2024 ·
    Zhenyang Li
    ,
    Fan Liu
    ,
    Yinwei Wei
    ,
    Zhiyong Cheng
    ,
    Liqiang Nie
    , Mohan S. Kankanhalli
  18. AutoLoRa: An Automated Robust Fine-Tuning Framework
    ICLR 2024 ·
    Xilie Xu
    ,
    Jingfeng Zhang
    , Mohan S. Kankanhalli
  19. Bilateral Adaptation for Human-Object Interaction Detection with Occlusion-Robustness
    CVPR 2024 ·
    Guangzhi Wang
    ,
    Yangyang Guo
    ,
    Ziwei Xu
    , Mohan S. Kankanhalli
  20. Diffusion Facial Forgery Detection
    ACM MM 2024 ·
    Harry Cheng
    ,
    Yangyang Guo
    ,
    Tianyi Wang
    ,
    Liqiang Nie
    , Mohan S. Kankanhalli
  21. EcoVal: An Efficient Data Valuation Framework for Machine Learning
    SIGKDD 2024 ·
    Ayush K. Tarun
    ,
    Vikram S. Chundawat
    ,
    Murari Mandal
    ,
    Hong Ming Tan
    ,
    Bowei Chen
    , Mohan S. Kankanhalli
  22. Finetuning Text-to-Image Diffusion Models for Fairness
    ICLR 2024 ·
    Xudong Shen
    ,
    Chao Du
    ,
    Tianyu Pang
    ,
    Min Lin
    ,
    Yongkang Wong
    , Mohan S. Kankanhalli
  23. Improving Context Understanding in Multimodal Large Language Models via Multimodal Composition Learning
    ICML 2024 ·
    Wei Li
    ,
    Hehe Fan
    ,
    Yongkang Wong
    ,
    Yi Yang
    , Mohan S. Kankanhalli
  24. MCM: Multi-condition Motion Synthesis Framework
    IJCAI 2024 ·
    Zeyu Ling
    ,
    Bo Han
    ,
    Yongkang Wong
    ,
    Han Lin
    , Mohan S. Kankanhalli,
    Weidong Geng
  25. PELA: Learning Parameter-Efficient Models with Low-Rank Approximation
    CVPR 2024 ·
    Yangyang Guo
    ,
    Guangzhi Wang
    , Mohan S. Kankanhalli
  26. Perplexity-aware Correction for Robust Alignment with Noisy Preferences
    NeurIPS 2024 ·
    Keyi Kong
    ,
    Xilie Xu
    ,
    Di Wang
    ,
    Jingfeng Zhang
    , Mohan S. Kankanhalli
  27. Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024 - 1 November 2024
    ACM MM 2024 ·
    Jianfei Cai
    , Mohan S. Kankanhalli,
    Balakrishnan Prabhakaran
    ,
    Susanne Boll
    ,
    Ramanathan Subramanian
    ,
    Liang Zheng
    ,
    Vivek K. Singh
    ,
    Pablo César
    ,
    Lexing Xie
    ,
    Dong Xu
  28. TOPA: Extending Large Language Models for Video Understanding via Text-Only Pre-Alignment
    NeurIPS 2024 ·
    Wei Li
    ,
    Hehe Fan
    ,
    Yongkang Wong
    , Mohan S. Kankanhalli,
    Yi Yang