PPaperPicks

Alex C. Kot

Nanyang Technological University, Singapore

24 papers at tracked venues · 20 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-6262-8125 ↗Google Scholar ↗Homepage ↗

Venues

CVPR ×6AAAI ×5ECCV ×4ICML ×3ACM MM ×2ICCV ×2NeurIPS ×2

Frequent coauthors

Yi Yu
×9
Wenhan Yang
×9
Bihan Wen
×8
Yufei Wang
×6
Song Xia
×5
Boon Poh Ng
×5
Siyuan Yang
×5
Chenqi Kong
×4
Shijian Lu
×4
Yap-Peng Tan
×4
Peijun Bao
×4
Xudong Jiang
×3

Papers

  1. From Pretrain to Pain: Adversarial Vulnerability of Video Foundation Models Without Task Knowledge
    AAAI 2026 ·
    Hui Lu
    ,
    Yi Yu
    ,
    Song Xia
    ,
    Yiming Yang
    ,
    Deepu Rajan
    ,
    Boon Poh Ng
    , Alex C. Kot,
    Xudong Jiang
  2. SAVER: Mitigating Hallucinations in Large Vision-Language Models via Style-Aware Visual Early Revision
    AAAI 2026 ·
    Zhaoxu Li
    ,
    Chenqi Kong
    ,
    Yi Yu
    ,
    Qiangqiang Wu
    ,
    Xinghao Jiang
    ,
    Ngai-Man Cheung
    ,
    Bihan Wen
    , Alex C. Kot,
    Xudong Jiang
  3. Backdoor Attacks Against No-Reference Image Quality Assessment Models via a Scalable Trigger
    AAAI 2025 ·
    Yi Yu
    ,
    Song Xia
    ,
    Xun Lin
    ,
    Wenhan Yang
    ,
    Shijian Lu
    ,
    Yap-Peng Tan
    , Alex C. Kot
  4. MTL-UE: Learning to Learn Nothing for Multi-Task Learning
    ICML 2025 ·
    Yi Yu
    ,
    Song Xia
    ,
    Siyuan Yang
    ,
    Chenqi Kong
    ,
    Wenhan Yang
    ,
    Shijian Lu
    ,
    Yap-Peng Tan
    , Alex C. Kot
  5. Pay Attention to the Foreground in Object-Centric Learning
    CVPR 2025 ·
    Pinzhuo Tian
    ,
    Shengjie Yang
    ,
    Hang Yu
    , Alex C. Kot
  6. Reconciling Stochastic and Deterministic Strategies for Zero-shot Image Restoration using Diffusion Model in Dual
    CVPR 2025 ·
    Chong Wang
    ,
    Lanqing Guo
    ,
    Zixuan Fu
    ,
    Siyuan Yang
    ,
    Hao Cheng
    , Alex C. Kot,
    Bihan Wen
  7. Temporal Unlearnable Examples: Preventing Personal Video Data from Unauthorized Exploitation by Object Tracking
    ICCV 2025 ·
    Qiangqiang Wu
    ,
    Yi Yu
    ,
    Chenqi Kong
    ,
    Ziquan Liu
    ,
    Jia Wan
    ,
    Haoliang Li
    , Alex C. Kot,
    Antoni B. Chan
  8. Theoretical Insights in Model Inversion Robustness and Conditional Entropy Maximization for Collaborative Inference Systems
    CVPR 2025 ·
    Song Xia
    ,
    Yi Yu
    ,
    Wenhan Yang
    ,
    Meiwen Ding
    ,
    Zhuo Chen
    ,
    Ling-Yu Duan
    , Alex C. Kot,
    Xudong Jiang
  9. Vid-Group: Temporal Video Grounding Pretraining from Unlabeled Videos in the Wild
    ICCV 2025 ·
    Peijun Bao
    ,
    Chenqi Kong
    ,
    Siyuan Yang
    ,
    Zihao Shao
    ,
    Xinghao Jiang
    ,
    Boon Poh Ng
    ,
    Meng Hwa Er
    , Alex Chichung Kot
  10. BenchLMM: Benchmarking Cross-Style Visual Capability of Large Multimodal Models
    ECCV 2024 ·
    Rizhao Cai
    ,
    Zirui Song
    ,
    Dayan Guan
    ,
    Zhenhao Chen
    ,
    Yaohang Li
    ,
    Xing Luo
    ,
    Chenyu Yi
    , Alex C. Kot
  11. Compress Clean Signal from Noisy Raw Image: A Self-Supervised Approach
    ICML 2024 ·
    Zhihao Li
    ,
    Yufei Wang
    , Alex C. Kot,
    Bihan Wen
  12. ContextGS : Compact 3D Gaussian Splatting with Anchor Level Context Model
    NeurIPS 2024 ·
    Yufei Wang
    ,
    Zhihao Li
    ,
    Lanqing Guo
    ,
    Wenhan Yang
    , Alex C. Kot,
    Bihan Wen
  13. Cross-Domain Few-Shot Segmentation via Iterative Support-Query Correspondence Mining
    CVPR 2024 ·
    Jiahao Nie
    ,
    Yun Xing
    ,
    Gongjie Zhang
    ,
    Pei Yan
    ,
    Aoran Xiao
    ,
    Yap-Peng Tan
    , Alex C. Kot,
    Shijian Lu
  14. E3M: Zero-Shot Spatio-Temporal Video Grounding with Expectation-Maximization Multimodal Modulation
    ECCV 2024 ·
    Peijun Bao
    ,
    Zihao Shao
    ,
    Wenhan Yang
    ,
    Boon Poh Ng
    , Alex C. Kot
  15. Evolving Storytelling: Benchmarks and Methods for New Character Customization with Diffusion Models
    ACM MM 2024 ·
    Xiyu Wang
    ,
    Yufei Wang
    ,
    Satoshi Tsutsui
    ,
    Weisi Lin
    ,
    Bihan Wen
    , Alex C. Kot
  16. From Chaos to Clarity: 3DGS in the Dark
    NeurIPS 2024 ·
    Zhihao Li
    ,
    Yufei Wang
    , Alex C. Kot,
    Bihan Wen
  17. HideMIA: Hidden Wavelet Mining for Privacy-Enhancing Medical Image Analysis
    ACM MM 2024 ·
    Xun Lin
    ,
    Yi Yu
    ,
    Zitong Yu
    ,
    Ruohan Meng
    ,
    Jiale Zhou
    ,
    Ajian Liu
    ,
    Yizhong Liu
    ,
    Shuai Wang
    ,
    Wenzhong Tang
    ,
    Zhen Lei
    , Alex C. Kot
  18. Local-Global Multi-Modal Distillation for Weakly-Supervised Temporal Video Grounding
    AAAI 2024 ·
    Peijun Bao
    ,
    Yong Xia
    ,
    Wenhan Yang
    ,
    Boon Poh Ng
    ,
    Meng Hwa Er
    , Alex C. Kot
  19. Omnipotent Distillation with LLMs for Weakly-Supervised Natural Language Video Localization: When Divergence Meets Consistency
    AAAI 2024 ·
    Peijun Bao
    ,
    Zihao Shao
    ,
    Wenhan Yang
    ,
    Boon Poh Ng
    ,
    Meng Hwa Er
    , Alex C. Kot
  20. Purify Unlearnable Examples via Rate-Constrained Variational Autoencoders
    ICML 2024 ·
    Yi Yu
    ,
    Yufei Wang
    ,
    Song Xia
    ,
    Wenhan Yang
    ,
    Shijian Lu
    ,
    Yap-Peng Tan
    , Alex C. Kot
  21. STSP: Spatial-Temporal Subspace Projection for Video Class-Incremental Learning
    ECCV 2024 ·
    Hao Cheng
    ,
    Siyuan Yang
    ,
    Chong Wang
    ,
    Joey Tianyi Zhou
    , Alex C. Kot,
    Bihan Wen
  22. SinSR: Diffusion-Based Image Super-Resolution in a Single Step
    CVPR 2024 ·
    Yufei Wang
    ,
    Wenhan Yang
    ,
    Xinyuan Chen
    ,
    Yaohui Wang
    ,
    Lanqing Guo
    ,
    Lap-Pui Chau
    ,
    Ziwei Liu
    ,
    Yu Qiao
    , Alex C. Kot,
    Bihan Wen
  23. Suppress and Rebalance: Towards Generalized Multi-Modal Face Anti-Spoofing
    CVPR 2024 ·
    Xun Lin
    ,
    Shuai Wang
    ,
    Rizhao Cai
    ,
    Yizhong Liu
    ,
    Ying Fu
    ,
    Wenzhong Tang
    ,
    Zitong Yu
    , Alex C. Kot
  24. Towards Physical World Backdoor Attacks Against Skeleton Action Recognition
    ECCV 2024 ·
    Qichen Zheng
    ,
    Yi Yu
    ,
    Siyuan Yang
    ,
    Jun Liu
    ,
    Kwok-Yan Lam
    , Alex Chichung Kot