publications

2027

1. AAAI ’27

   Steering for Multilingual Fact Recall in Vision-Language Models

   Aditi Kumaresan, and  others

   Under Review, AAAI Conference on Artificial Intelligence (AAAI), 2027

   Bib

   @article{kumaresan2027steering,
     title = {Steering for Multilingual Fact Recall in Vision-Language Models},
     author = {Kumaresan, Aditi and others},
     journal = {Under Review, AAAI Conference on Artificial Intelligence (AAAI)},
     year = {2027},
   }

2026

1. ICML ’26

   ProEval: Proactive Failure Discovery and Efficient Performance Estimation for Generative AI Evaluation

   Y. Huang, W. Zeng, Aditi Kumaresan, and 1 more author

   In Proceedings of the 43rd International Conference on Machine Learning (ICML), 2026

   Bib

   @inproceedings{huang2026proeval,
     title = {ProEval: Proactive Failure Discovery and Efficient Performance Estimation for Generative AI Evaluation},
     author = {Huang, Y. and Zeng, W. and Kumaresan, Aditi and Wang, Zi},
     booktitle = {Proceedings of the 43rd International Conference on Machine Learning (ICML)},
     year = {2026},
   }

2. TALLIP ’26

   SEAHateCheck: Functional Tests for Detecting Hate Speech in Low-Resource Languages of Southeast Asia

   R. C. Ng^*, Aditi Kumaresan^*, Y. Hu, and 1 more author

   ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), 2026

   Bib

   @article{ng2026seahatecheck,
     title = {SEAHateCheck: Functional Tests for Detecting Hate Speech in Low-Resource Languages of Southeast Asia},
     author = {Ng, R. C. and Kumaresan, Aditi and Hu, Y. and Lee, Roy Ka-Wei},
     journal = {ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP)},
     year = {2026},
     publisher = {ACM},
   }

2024

1. EMNLP ’24

   Bridging Modalities: Enhancing Cross-Modality Hate Speech Detection with Few-Shot In-Context Learning

   Ming Shan Hee^*, Aditi Kumaresan^*, and Roy Ka-Wei Lee

   In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024

   arXiv Bib

   @inproceedings{hee2024bridgingmodalities,
     title = {Bridging Modalities: Enhancing Cross-Modality Hate Speech Detection with Few-Shot In-Context Learning},
     author = {Hee, Ming Shan and Kumaresan, Aditi and Lee, Roy Ka-Wei},
     booktitle = {Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP)},
     year = {2024},
     url = {https://arxiv.org/abs/2410.05600},
   }

2023

1. ACM MM ’23

   MATK: The Meme Analytical Tool Kit

   Ming Shan Hee, Aditi Kumaresan, Nguyen Khoi Hoang, and 3 more authors

   In Proceedings of the 31st ACM International Conference on Multimedia (ACM MM), Oct 2023

   Bib Code

   @inproceedings{Hee_2023,
     title = {MATK: The Meme Analytical Tool Kit},
     author = {Hee, Ming Shan and Kumaresan, Aditi and Hoang, Nguyen Khoi and Prakash, Nirmalendu and Cao, Rui and Lee, Roy Ka-Wei},
     booktitle = {Proceedings of the 31st ACM International Conference on Multimedia (ACM MM)},
     pages = {9689--9692},
     year = {2023},
     month = oct,
     publisher = {ACM},
     doi = {10.1145/3581783.3613463},
     url = {https://doi.org/10.1145/3581783.3613463},
   }