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BibTeX records: Ailin Deng

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@inproceedings{DBLP:conf/cvpr/DengCCH25,
  author       = {Ailin Deng and
                  Tri Cao and
                  Zhirui Chen and
                  Bryan Hooi},
  title        = {Words or Vision: Do Vision-Language Models Have Blind Faith in Text?},
  booktitle    = {{CVPR}},
  pages        = {3867--3876},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2025}
}

@article{DBLP:journals/corr/abs-2503-02199,
  author       = {Ailin Deng and
                  Tri Cao and
                  Zhirui Chen and
                  Bryan Hooi},
  title        = {Words or Vision: Do Vision-Language Models Have Blind Faith in Text?},
  journal      = {CoRR},
  volume       = {abs/2503.02199},
  year         = {2025}
}

@article{DBLP:journals/corr/abs-2505-19955,
  author       = {Hui Chen and
                  Miao Xiong and
                  Yujie Lu and
                  Wei Han and
                  Ailin Deng and
                  Yufei He and
                  Jiaying Wu and
                  Yibo Li and
                  Yue Liu and
                  Bryan Hooi},
  title        = {MLR-Bench: Evaluating {AI} Agents on Open-Ended Machine Learning Research},
  journal      = {CoRR},
  volume       = {abs/2505.19955},
  year         = {2025}
}

@article{DBLP:journals/corr/abs-2507-07731,
  author       = {Xixi Liu and
                  Ailin Deng and
                  Christopher Zach},
  title        = {Energy-Guided Decoding for Object Hallucination Mitigation},
  journal      = {CoRR},
  volume       = {abs/2507.07731},
  year         = {2025}
}

@inproceedings{DBLP:conf/icct/DengLFG24,
  author       = {Ailin Deng and
                  Xiaoqian Li and
                  Gang Feng and
                  Lu Guan},
  title        = {Beacon Signal based Energy-saving Mechanism for 6G Networks},
  booktitle    = {{ICCT}},
  pages        = {885--890},
  publisher    = {{IEEE}},
  year         = {2024}
}

@inproceedings{DBLP:conf/nips/Xu0WXDJHM0DH24,
  author       = {Jianqing Xu and
                  Shen Li and
                  Jiaying Wu and
                  Miao Xiong and
                  Ailin Deng and
                  Jiazhen Ji and
                  Yuge Huang and
                  Guodong Mu and
                  Wenjie Feng and
                  Shouhong Ding and
                  Bryan Hooi},
  title        = {ID\({}^{\mbox{3}}\): Identity-Preserving-yet-Diversified Diffusion
                  Models for Synthetic Face Recognition},
  booktitle    = {NeurIPS},
  year         = {2024}
}

@article{DBLP:journals/corr/abs-2402-15300,
  author       = {Ailin Deng and
                  Zhirui Chen and
                  Bryan Hooi},
  title        = {Seeing is Believing: Mitigating Hallucination in Large Vision-Language
                  Models via CLIP-Guided Decoding},
  journal      = {CoRR},
  volume       = {abs/2402.15300},
  year         = {2024}
}

@article{DBLP:journals/corr/abs-2409-17576,
  author       = {Shen Li and
                  Jianqing Xu and
                  Jiaying Wu and
                  Miao Xiong and
                  Ailin Deng and
                  Jiazhen Ji and
                  Yuge Huang and
                  Wenjie Feng and
                  Shouhong Ding and
                  Bryan Hooi},
  title        = {ID\({}^{\mbox{3}}\): Identity-Preserving-yet-Diversified Diffusion
                  Models for Synthetic Face Recognition},
  journal      = {CoRR},
  volume       = {abs/2409.17576},
  year         = {2024}
}

@article{DBLP:journals/corr/abs-2411-14515,
  author       = {Tri Cao and
                  Minh{-}Huy Trinh and
                  Ailin Deng and
                  Quoc{-}Nam Nguyen and
                  Khoa Duong and
                  Ngai{-}Man Cheung and
                  Bryan Hooi},
  title        = {Are Anomaly Scores Telling the Whole Story? {A} Benchmark for Multilevel
                  Anomaly Detection},
  journal      = {CoRR},
  volume       = {abs/2411.14515},
  year         = {2024}
}

@inproceedings{DBLP:conf/cikm/WuLDXH23,
  author       = {Jiaying Wu and
                  Shen Li and
                  Ailin Deng and
                  Miao Xiong and
                  Bryan Hooi},
  title        = {Prompt-and-Align: Prompt-Based Social Alignment for Few-Shot Fake
                  News Detection},
  booktitle    = {{CIKM}},
  pages        = {2726--2736},
  publisher    = {{ACM}},
  year         = {2023}
}

@inproceedings{DBLP:conf/cvpr/XuLDXW0DH23,
  author       = {Jianqing Xu and
                  Shen Li and
                  Ailin Deng and
                  Miao Xiong and
                  Jiaying Wu and
                  Jiaxiang Wu and
                  Shouhong Ding and
                  Bryan Hooi},
  title        = {Probabilistic Knowledge Distillation of Face Ensembles},
  booktitle    = {{CVPR}},
  pages        = {3489--3498},
  publisher    = {{IEEE}},
  year         = {2023}
}

@inproceedings{DBLP:conf/icml/DengXH23,
  author       = {Ailin Deng and
                  Miao Xiong and
                  Bryan Hooi},
  title        = {Great Models Think Alike: Improving Model Reliability via Inter-Model
                  Latent Agreement},
  booktitle    = {{ICML}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {202},
  pages        = {7675--7693},
  publisher    = {{PMLR}},
  year         = {2023}
}

@inproceedings{DBLP:conf/nips/XiongDKW0XH23,
  author       = {Miao Xiong and
                  Ailin Deng and
                  Pang Wei W. Koh and
                  Jiaying Wu and
                  Shen Li and
                  Jianqing Xu and
                  Bryan Hooi},
  title        = {Proximity-Informed Calibration for Deep Neural Networks},
  booktitle    = {NeurIPS},
  year         = {2023}
}

@article{DBLP:journals/corr/abs-2302-02628,
  author       = {Ailin Deng and
                  Shen Li and
                  Miao Xiong and
                  Zhirui Chen and
                  Bryan Hooi},
  title        = {Trust, but Verify: Using Self-Supervised Probing to Improve Trustworthiness},
  journal      = {CoRR},
  volume       = {abs/2302.02628},
  year         = {2023}
}

@article{DBLP:journals/corr/abs-2305-01481,
  author       = {Ailin Deng and
                  Miao Xiong and
                  Bryan Hooi},
  title        = {Great Models Think Alike: Improving Model Reliability via Inter-Model
                  Latent Agreement},
  journal      = {CoRR},
  volume       = {abs/2305.01481},
  year         = {2023}
}

@article{DBLP:journals/corr/abs-2306-04590,
  author       = {Miao Xiong and
                  Ailin Deng and
                  Pang Wei Koh and
                  Jiaying Wu and
                  Shen Li and
                  Jianqing Xu and
                  Bryan Hooi},
  title        = {Proximity-Informed Calibration for Deep Neural Networks},
  journal      = {CoRR},
  volume       = {abs/2306.04590},
  year         = {2023}
}

@article{DBLP:journals/corr/abs-2309-16424,
  author       = {Jiaying Wu and
                  Shen Li and
                  Ailin Deng and
                  Miao Xiong and
                  Bryan Hooi},
  title        = {Prompt-and-Align: Prompt-Based Social Alignment for Few-Shot Fake
                  News Detection},
  journal      = {CoRR},
  volume       = {abs/2309.16424},
  year         = {2023}
}

@article{DBLP:journals/tmlr/XiongLFDZH22,
  author       = {Miao Xiong and
                  Shen Li and
                  Wenjie Feng and
                  Ailin Deng and
                  Jihai Zhang and
                  Bryan Hooi},
  title        = {Birds of a Feather Trust Together: Knowing When to Trust a Classifier
                  via Adaptive Neighborhood Aggregation},
  journal      = {Trans. Mach. Learn. Res.},
  volume       = {2022},
  year         = {2022}
}

@inproceedings{DBLP:conf/eccv/DengLXCH22,
  author       = {Ailin Deng and
                  Shen Li and
                  Miao Xiong and
                  Zhirui Chen and
                  Bryan Hooi},
  title        = {Trust, but Verify: Using Self-supervised Probing to Improve Trustworthiness},
  booktitle    = {{ECCV} {(13)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13673},
  pages        = {361--377},
  publisher    = {Springer},
  year         = {2022}
}

@inproceedings{DBLP:conf/ijcai/DengGAH22,
  author       = {Ailin Deng and
                  Adam Goodge and
                  Lang Yi Ang and
                  Bryan Hooi},
  title        = {{CADET:} Calibrated Anomaly Detection for Mitigating Hardness Bias},
  booktitle    = {{IJCAI}},
  pages        = {2002--2008},
  publisher    = {ijcai.org},
  year         = {2022}
}

@article{DBLP:journals/corr/abs-2211-16466,
  author       = {Miao Xiong and
                  Shen Li and
                  Wenjie Feng and
                  Ailin Deng and
                  Jihai Zhang and
                  Bryan Hooi},
  title        = {Birds of a Feather Trust Together: Knowing When to Trust a Classifier
                  via Adaptive Neighborhood Aggregation},
  journal      = {CoRR},
  volume       = {abs/2211.16466},
  year         = {2022}
}

@inproceedings{DBLP:conf/aaai/DengH21,
  author       = {Ailin Deng and
                  Bryan Hooi},
  title        = {Graph Neural Network-Based Anomaly Detection in Multivariate Time
                  Series},
  booktitle    = {{AAAI}},
  pages        = {4027--4035},
  publisher    = {{AAAI} Press},
  year         = {2021}
}

@article{DBLP:journals/corr/abs-2106-06947,
  author       = {Ailin Deng and
                  Bryan Hooi},
  title        = {Graph Neural Network-Based Anomaly Detection in Multivariate Time
                  Series},
  journal      = {CoRR},
  volume       = {abs/2106.06947},
  year         = {2021}
}

@article{DBLP:journals/jsac/LiuHJWWHHWXD17,
  author       = {Guangyi Liu and
                  Xueying Hou and
                  Jing Jin and
                  Fei Wang and
                  Qixing Wang and
                  Yue Hao and
                  Yuhong Huang and
                  Xiaoyun Wang and
                  Xiao Xiao and
                  Ailin Deng},
  title        = {3-D-MIMO With Massive Antennas Paves the Way to 5G Enhanced Mobile
                  Broadband: From System Design to Field Trials},
  journal      = {{IEEE} J. Sel. Areas Commun.},
  volume       = {35},
  number       = {6},
  pages        = {1222--1233},
  year         = {2017}
}

@inproceedings{DBLP:conf/icmcs/ZhouZLDW03,
  author       = {Xiangdong Zhou and
                  Qi Zhang and
                  Lan Lin and
                  Ailin Deng and
                  Gang Wu},
  title        = {Image retrieval by fuzzy clustering of relevance feedback records},
  booktitle    = {{ICME}},
  pages        = {305--308},
  publisher    = {{IEEE} Computer Society},
  year         = {2003}
}

@inproceedings{DBLP:conf/waim/ZhouZLDZS03,
  author       = {Xiangdong Zhou and
                  Qi Zhang and
                  Li Liu and
                  Ailin Deng and
                  Liang Zhang and
                  Baile Shi},
  title        = {An Image Retrieval Method Based on Information Filtering of User Relevance
                  Feedback Records},
  booktitle    = {{WAIM}},
  series       = {Lecture Notes in Computer Science},
  volume       = {2762},
  pages        = {421--432},
  publisher    = {Springer},
  year         = {2003}
}

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