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@inproceedings{DBLP:conf/icann/ChangLCT24,
  author       = {Zhuoqing Chang and
                  Shubo Liu and
                  Zhaohui Cai and
                  Guoqing Tu},
  editor       = {Michael Wand and
                  Krist{\'{\i}}na Malinovsk{\'{a}} and
                  J{\"{u}}rgen Schmidhuber and
                  Igor V. Tetko},
  title        = {Missing Data Imputation via Neighbor Data Feature-Enriched Neural
                  Ordinary Differential Equations},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2024 - 33rd
                  International Conference on Artificial Neural Networks, Lugano, Switzerland,
                  September 17-20, 2024, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15020},
  pages        = {175--189},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-72344-5\_12},
  doi          = {10.1007/978-3-031-72344-5\_12},
  timestamp    = {Sun, 29 Sep 2024 21:17:21 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/ChangLCT24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icann/ChenLD24a,
  author       = {Zhangquan Chen and
                  Chunjiang Liu and
                  Haobin Duan},
  editor       = {Michael Wand and
                  Krist{\'{\i}}na Malinovsk{\'{a}} and
                  J{\"{u}}rgen Schmidhuber and
                  Igor V. Tetko},
  title        = {A Three-Phases-LORA Finetuned Hybrid {LLM} Integrated with Strong
                  Prior Module in the Education Context},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2024 - 33rd
                  International Conference on Artificial Neural Networks, Lugano, Switzerland,
                  September 17-20, 2024, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15020},
  pages        = {235--250},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-72344-5\_16},
  doi          = {10.1007/978-3-031-72344-5\_16},
  timestamp    = {Sun, 29 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/ChenLD24a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icann/CiurlettiBBO24,
  author       = {Melvin Ciurletti and
                  Anna{-}Lena von Behren and
                  Jannik B{\"{u}}hring and
                  Sebastian Otte},
  editor       = {Michael Wand and
                  Krist{\'{\i}}na Malinovsk{\'{a}} and
                  J{\"{u}}rgen Schmidhuber and
                  Igor V. Tetko},
  title        = {3D Lattice Deformation Prediction with Hierarchical Graph Attention
                  Networks},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2024 - 33rd
                  International Conference on Artificial Neural Networks, Lugano, Switzerland,
                  September 17-20, 2024, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15020},
  pages        = {3--17},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-72344-5\_1},
  doi          = {10.1007/978-3-031-72344-5\_1},
  timestamp    = {Sun, 29 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/CiurlettiBBO24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icann/GaoWCZ24,
  author       = {Nan Gao and
                  Yongjian Wang and
                  Peng Chen and
                  Xin Zheng},
  editor       = {Michael Wand and
                  Krist{\'{\i}}na Malinovsk{\'{a}} and
                  J{\"{u}}rgen Schmidhuber and
                  Igor V. Tetko},
  title        = {Graph-Guided Multi-view Text Classification: Advanced Solutions for
                  Fast Inference},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2024 - 33rd
                  International Conference on Artificial Neural Networks, Lugano, Switzerland,
                  September 17-20, 2024, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15020},
  pages        = {126--142},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-72344-5\_9},
  doi          = {10.1007/978-3-031-72344-5\_9},
  timestamp    = {Sun, 29 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/GaoWCZ24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icann/HeSWTG24,
  author       = {Zehua He and
                  Qingjiang Shi and
                  Zhongxiang Wei and
                  Ya Tu and
                  Lantu Guo},
  editor       = {Michael Wand and
                  Krist{\'{\i}}na Malinovsk{\'{a}} and
                  J{\"{u}}rgen Schmidhuber and
                  Igor V. Tetko},
  title        = {{STGNA:} Spatial-Temporal Graph Convolutional Networks with Node Level
                  Attention for Shortwave Communications Parameters Forecasting},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2024 - 33rd
                  International Conference on Artificial Neural Networks, Lugano, Switzerland,
                  September 17-20, 2024, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15020},
  pages        = {202--216},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-72344-5\_14},
  doi          = {10.1007/978-3-031-72344-5\_14},
  timestamp    = {Sun, 29 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/HeSWTG24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icann/JiangJLCHW24,
  author       = {Gaohang Jiang and
                  Xu Jin and
                  Mengyu Luo and
                  Jianxia Chen and
                  Zhongwei Huang and
                  Jing Wang},
  editor       = {Michael Wand and
                  Krist{\'{\i}}na Malinovsk{\'{a}} and
                  J{\"{u}}rgen Schmidhuber and
                  Igor V. Tetko},
  title        = {ComMGAE: Community Aware Masked Graph AutoEncoder},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2024 - 33rd
                  International Conference on Artificial Neural Networks, Lugano, Switzerland,
                  September 17-20, 2024, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15020},
  pages        = {64--78},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-72344-5\_5},
  doi          = {10.1007/978-3-031-72344-5\_5},
  timestamp    = {Sun, 29 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/JiangJLCHW24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icann/JinMZLC24,
  author       = {Wangyu Jin and
                  Huifang Ma and
                  Yingyue Zhang and
                  Zhixin Li and
                  Liang Chang},
  editor       = {Michael Wand and
                  Krist{\'{\i}}na Malinovsk{\'{a}} and
                  J{\"{u}}rgen Schmidhuber and
                  Igor V. Tetko},
  title        = {Beyond Homophily: Attributed Graph Anomaly Detection via Heterophily-Aware
                  Contrastive Learning Network},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2024 - 33rd
                  International Conference on Artificial Neural Networks, Lugano, Switzerland,
                  September 17-20, 2024, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15020},
  pages        = {18--32},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-72344-5\_2},
  doi          = {10.1007/978-3-031-72344-5\_2},
  timestamp    = {Sun, 29 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/JinMZLC24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icann/KapetadimitriH24,
  author       = {Georgia Kapetadimitri and
                  Dimitrios Hristu{-}Varsakelis},
  editor       = {Michael Wand and
                  Krist{\'{\i}}na Malinovsk{\'{a}} and
                  J{\"{u}}rgen Schmidhuber and
                  Igor V. Tetko},
  title        = {Enhancing Fraud Detection via GNNs with Synthetic Fraud Node Generation
                  and Integrated Structural Features},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2024 - 33rd
                  International Conference on Artificial Neural Networks, Lugano, Switzerland,
                  September 17-20, 2024, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15020},
  pages        = {110--125},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-72344-5\_8},
  doi          = {10.1007/978-3-031-72344-5\_8},
  timestamp    = {Sun, 29 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/KapetadimitriH24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icann/LiFH24,
  author       = {Bo Li and
                  Shuang Fan and
                  Jin Huang},
  editor       = {Michael Wand and
                  Krist{\'{\i}}na Malinovsk{\'{a}} and
                  J{\"{u}}rgen Schmidhuber and
                  Igor V. Tetko},
  title        = {{CSAFT:} Continuous Semantic Augmentation Fine-Tuning for Legal Large
                  Language Models},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2024 - 33rd
                  International Conference on Artificial Neural Networks, Lugano, Switzerland,
                  September 17-20, 2024, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15020},
  pages        = {293--307},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-72344-5\_20},
  doi          = {10.1007/978-3-031-72344-5\_20},
  timestamp    = {Sun, 29 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/LiFH24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icann/LiLLZLZL24,
  author       = {Jun Li and
                  Meiting Li and
                  Mark Junjie Li and
                  Lingxuan Zhu and
                  Jiang Liu and
                  Gen Zhao and
                  Xiang Luo},
  editor       = {Michael Wand and
                  Krist{\'{\i}}na Malinovsk{\'{a}} and
                  J{\"{u}}rgen Schmidhuber and
                  Igor V. Tetko},
  title        = {Boosting Attributed Graph Anomaly Detection via Negative Sample Awareness},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2024 - 33rd
                  International Conference on Artificial Neural Networks, Lugano, Switzerland,
                  September 17-20, 2024, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15020},
  pages        = {33--47},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-72344-5\_3},
  doi          = {10.1007/978-3-031-72344-5\_3},
  timestamp    = {Sun, 29 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/LiLLZLZL24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icann/LiYPZWLZ24,
  author       = {Jiajia Li and
                  Lu Yang and
                  Letian Peng and
                  Shitou Zhang and
                  Ping Wang and
                  Zuchao Li and
                  Hai Zhao},
  editor       = {Michael Wand and
                  Krist{\'{\i}}na Malinovsk{\'{a}} and
                  J{\"{u}}rgen Schmidhuber and
                  Igor V. Tetko},
  title        = {Semantics-Preserved Distortion for Personal Privacy Protection in
                  Information Management},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2024 - 33rd
                  International Conference on Artificial Neural Networks, Lugano, Switzerland,
                  September 17-20, 2024, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15020},
  pages        = {386--401},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-72344-5\_26},
  doi          = {10.1007/978-3-031-72344-5\_26},
  timestamp    = {Sun, 29 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/LiYPZWLZ24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icann/LiZL24,
  author       = {Yihao Li and
                  Ru Zhang and
                  Jianyi Liu},
  editor       = {Michael Wand and
                  Krist{\'{\i}}na Malinovsk{\'{a}} and
                  J{\"{u}}rgen Schmidhuber and
                  Igor V. Tetko},
  title        = {An Enhanced Prompt-Based {LLM} Reasoning Scheme via Knowledge Graph-Integrated
                  Collaboration},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2024 - 33rd
                  International Conference on Artificial Neural Networks, Lugano, Switzerland,
                  September 17-20, 2024, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15020},
  pages        = {251--265},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-72344-5\_17},
  doi          = {10.1007/978-3-031-72344-5\_17},
  timestamp    = {Sun, 29 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/LiZL24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icann/LiangGH24,
  author       = {Peiyu Liang and
                  Hongchang Gao and
                  Xubin He},
  editor       = {Michael Wand and
                  Krist{\'{\i}}na Malinovsk{\'{a}} and
                  J{\"{u}}rgen Schmidhuber and
                  Igor V. Tetko},
  title        = {CauchyGCN: Preserving Local Smoothness in Graph Convolutional Networks
                  via a Cauchy-Based Message-Passing Scheme and Clustering Analysis},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2024 - 33rd
                  International Conference on Artificial Neural Networks, Lugano, Switzerland,
                  September 17-20, 2024, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15020},
  pages        = {48--63},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-72344-5\_4},
  doi          = {10.1007/978-3-031-72344-5\_4},
  timestamp    = {Sun, 29 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/LiangGH24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icann/LiuZZL24,
  author       = {Liang Liu and
                  Dong Zhang and
                  Suyang Zhu and
                  Shoushan Li},
  editor       = {Michael Wand and
                  Krist{\'{\i}}na Malinovsk{\'{a}} and
                  J{\"{u}}rgen Schmidhuber and
                  Igor V. Tetko},
  title        = {Generative Chain-of-Thought for Zero-Shot Cognitive Reasoning},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2024 - 33rd
                  International Conference on Artificial Neural Networks, Lugano, Switzerland,
                  September 17-20, 2024, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15020},
  pages        = {324--339},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-72344-5\_22},
  doi          = {10.1007/978-3-031-72344-5\_22},
  timestamp    = {Sun, 29 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/LiuZZL24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icann/MuLZZY24,
  author       = {Zhenyu Mu and
                  Jianghao Lin and
                  Xiaoyu Zhu and
                  Weinan Zhang and
                  Yong Yu},
  editor       = {Michael Wand and
                  Krist{\'{\i}}na Malinovsk{\'{a}} and
                  J{\"{u}}rgen Schmidhuber and
                  Igor V. Tetko},
  title        = {Invariant Graph Contrastive Learning for Mitigating Neighborhood Bias
                  in Graph Neural Network Based Recommender Systems},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2024 - 33rd
                  International Conference on Artificial Neural Networks, Lugano, Switzerland,
                  September 17-20, 2024, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15020},
  pages        = {143--158},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-72344-5\_10},
  doi          = {10.1007/978-3-031-72344-5\_10},
  timestamp    = {Sun, 29 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/MuLZZY24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icann/PetruzzellisTS24,
  author       = {Flavio Petruzzellis and
                  Alberto Testolin and
                  Alessandro Sperduti},
  editor       = {Michael Wand and
                  Krist{\'{\i}}na Malinovsk{\'{a}} and
                  J{\"{u}}rgen Schmidhuber and
                  Igor V. Tetko},
  title        = {Assessing the Emergent Symbolic Reasoning Abilities of Llama Large
                  Language Models},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2024 - 33rd
                  International Conference on Artificial Neural Networks, Lugano, Switzerland,
                  September 17-20, 2024, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15020},
  pages        = {266--276},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-72344-5\_18},
  doi          = {10.1007/978-3-031-72344-5\_18},
  timestamp    = {Sun, 29 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/PetruzzellisTS24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icann/SongGLL24,
  author       = {Duanxiao Song and
                  Dehong Gao and
                  Gongshen Liu and
                  Xiaoyong Li},
  editor       = {Michael Wand and
                  Krist{\'{\i}}na Malinovsk{\'{a}} and
                  J{\"{u}}rgen Schmidhuber and
                  Igor V. Tetko},
  title        = {FashionGPT: {A} Large Vision-Language Model for Enhancing Fashion
                  Understanding},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2024 - 33rd
                  International Conference on Artificial Neural Networks, Lugano, Switzerland,
                  September 17-20, 2024, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15020},
  pages        = {308--323},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-72344-5\_21},
  doi          = {10.1007/978-3-031-72344-5\_21},
  timestamp    = {Sun, 29 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/SongGLL24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icann/TongMSLC24,
  author       = {Haibin Tong and
                  Huifang Ma and
                  Hui Shen and
                  Zhixin Li and
                  Liang Chang},
  editor       = {Michael Wand and
                  Krist{\'{\i}}na Malinovsk{\'{a}} and
                  J{\"{u}}rgen Schmidhuber and
                  Igor V. Tetko},
  title        = {Key Substructure-Driven Backdoor Attacks on Graph Neural Networks},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2024 - 33rd
                  International Conference on Artificial Neural Networks, Lugano, Switzerland,
                  September 17-20, 2024, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15020},
  pages        = {159--174},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-72344-5\_11},
  doi          = {10.1007/978-3-031-72344-5\_11},
  timestamp    = {Sun, 29 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/TongMSLC24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icann/XuHS24,
  author       = {Yangjie Xu and
                  Hui Huang and
                  Radu State},
  editor       = {Michael Wand and
                  Krist{\'{\i}}na Malinovsk{\'{a}} and
                  J{\"{u}}rgen Schmidhuber and
                  Igor V. Tetko},
  title        = {CTQW-GraphSAGE: Trainabel Continuous-Time Quantum Walk On Graph},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2024 - 33rd
                  International Conference on Artificial Neural Networks, Lugano, Switzerland,
                  September 17-20, 2024, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15020},
  pages        = {79--92},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-72344-5\_6},
  doi          = {10.1007/978-3-031-72344-5\_6},
  timestamp    = {Mon, 30 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/XuHS24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icann/XuS24,
  author       = {Zhenyu Xu and
                  Victor S. Sheng},
  editor       = {Michael Wand and
                  Krist{\'{\i}}na Malinovsk{\'{a}} and
                  J{\"{u}}rgen Schmidhuber and
                  Igor V. Tetko},
  title        = {Towards Minimal Edits in Automated Program Repair: {A} Hybrid Framework
                  Integrating Graph Neural Networks and Large Language Models},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2024 - 33rd
                  International Conference on Artificial Neural Networks, Lugano, Switzerland,
                  September 17-20, 2024, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15020},
  pages        = {402--416},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-72344-5\_27},
  doi          = {10.1007/978-3-031-72344-5\_27},
  timestamp    = {Sun, 29 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/XuS24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icann/XueNMN24,
  author       = {Jieying Xue and
                  Minh{-}Phuong Nguyen and
                  Blake Matheny and
                  Le{-}Minh Nguyen},
  editor       = {Michael Wand and
                  Krist{\'{\i}}na Malinovsk{\'{a}} and
                  J{\"{u}}rgen Schmidhuber and
                  Igor V. Tetko},
  title        = {BiosERC: Integrating Biography Speakers Supported by LLMs for {ERC}
                  Tasks},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2024 - 33rd
                  International Conference on Artificial Neural Networks, Lugano, Switzerland,
                  September 17-20, 2024, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15020},
  pages        = {277--292},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-72344-5\_19},
  doi          = {10.1007/978-3-031-72344-5\_19},
  timestamp    = {Sun, 29 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/XueNMN24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icann/Yamane24,
  author       = {Hiroaki Yamane},
  editor       = {Michael Wand and
                  Krist{\'{\i}}na Malinovsk{\'{a}} and
                  J{\"{u}}rgen Schmidhuber and
                  Igor V. Tetko},
  title        = {Generic Joke Generation with Moral Constraints},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2024 - 33rd
                  International Conference on Artificial Neural Networks, Lugano, Switzerland,
                  September 17-20, 2024, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15020},
  pages        = {340--355},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-72344-5\_23},
  doi          = {10.1007/978-3-031-72344-5\_23},
  timestamp    = {Sun, 29 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/Yamane24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icann/YanC24,
  author       = {Ranhui Yan and
                  Jia Cai},
  editor       = {Michael Wand and
                  Krist{\'{\i}}na Malinovsk{\'{a}} and
                  J{\"{u}}rgen Schmidhuber and
                  Igor V. Tetko},
  title        = {Virtual Nodes based Heterogeneous Graph Convolutional Neural Network
                  for Efficient Long-Range Information Aggregation},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2024 - 33rd
                  International Conference on Artificial Neural Networks, Lugano, Switzerland,
                  September 17-20, 2024, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15020},
  pages        = {217--231},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-72344-5\_15},
  doi          = {10.1007/978-3-031-72344-5\_15},
  timestamp    = {Sun, 29 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/YanC24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icann/YangSGWY24,
  author       = {Yachao Yang and
                  Yanfeng Sun and
                  Jipeng Guo and
                  Shaofan Wang and
                  Baocai Yin},
  editor       = {Michael Wand and
                  Krist{\'{\i}}na Malinovsk{\'{a}} and
                  J{\"{u}}rgen Schmidhuber and
                  Igor V. Tetko},
  title        = {Multi-graph Fusion and Virtual Node Enhanced Graph Neural Networks},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2024 - 33rd
                  International Conference on Artificial Neural Networks, Lugano, Switzerland,
                  September 17-20, 2024, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15020},
  pages        = {190--201},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-72344-5\_13},
  doi          = {10.1007/978-3-031-72344-5\_13},
  timestamp    = {Sun, 29 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/YangSGWY24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icann/YangTHYZLL24,
  author       = {Jintao Yang and
                  Yushan Tan and
                  Wenpeng Hu and
                  Zonghao Yang and
                  Xian Zhou and
                  Zhunchen Luo and
                  Wei Luo},
  editor       = {Michael Wand and
                  Krist{\'{\i}}na Malinovsk{\'{a}} and
                  J{\"{u}}rgen Schmidhuber and
                  Igor V. Tetko},
  title        = {{REM:} {A} Ranking-Based Automatic Evaluation Method for LLMs},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2024 - 33rd
                  International Conference on Artificial Neural Networks, Lugano, Switzerland,
                  September 17-20, 2024, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15020},
  pages        = {371--385},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-72344-5\_25},
  doi          = {10.1007/978-3-031-72344-5\_25},
  timestamp    = {Sun, 29 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/YangTHYZLL24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icann/YueLZQ24,
  author       = {Xiao Yue and
                  Bo Liu and
                  Feng Zhang and
                  Guangzhi Qu},
  editor       = {Michael Wand and
                  Krist{\'{\i}}na Malinovsk{\'{a}} and
                  J{\"{u}}rgen Schmidhuber and
                  Igor V. Tetko},
  title        = {Edged Weisfeiler-Lehman Algorithm},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2024 - 33rd
                  International Conference on Artificial Neural Networks, Lugano, Switzerland,
                  September 17-20, 2024, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15020},
  pages        = {93--109},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-72344-5\_7},
  doi          = {10.1007/978-3-031-72344-5\_7},
  timestamp    = {Sun, 29 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/YueLZQ24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icann/ZhangFFSSL24,
  author       = {Gang Zhang and
                  Xiaowei Fan and
                  Jingquan Fang and
                  Yanna Sun and
                  Xiayang Shi and
                  Chunyang Lu},
  editor       = {Michael Wand and
                  Krist{\'{\i}}na Malinovsk{\'{a}} and
                  J{\"{u}}rgen Schmidhuber and
                  Igor V. Tetko},
  title        = {Unveiling Vulnerabilities in Large Vision-Language Models: The {SAVJ}
                  Jailbreak Approach},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2024 - 33rd
                  International Conference on Artificial Neural Networks, Lugano, Switzerland,
                  September 17-20, 2024, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15020},
  pages        = {417--434},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-72344-5\_28},
  doi          = {10.1007/978-3-031-72344-5\_28},
  timestamp    = {Sun, 29 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/ZhangFFSSL24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icann/ZhangWYFJ24,
  author       = {Xuan Zhang and
                  Chunyu Wei and
                  Ruyu Yan and
                  Yushun Fan and
                  Zhixuan Jia},
  editor       = {Michael Wand and
                  Krist{\'{\i}}na Malinovsk{\'{a}} and
                  J{\"{u}}rgen Schmidhuber and
                  Igor V. Tetko},
  title        = {Large Language Model Ranker with Graph Reasoning for Zero-Shot Recommendation},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2024 - 33rd
                  International Conference on Artificial Neural Networks, Lugano, Switzerland,
                  September 17-20, 2024, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15020},
  pages        = {356--370},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-72344-5\_24},
  doi          = {10.1007/978-3-031-72344-5\_24},
  timestamp    = {Sun, 29 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/ZhangWYFJ24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@proceedings{DBLP:conf/icann/2024-5,
  editor       = {Michael Wand and
                  Krist{\'{\i}}na Malinovsk{\'{a}} and
                  J{\"{u}}rgen Schmidhuber and
                  Igor V. Tetko},
  title        = {Artificial Neural Networks and Machine Learning - {ICANN} 2024 - 33rd
                  International Conference on Artificial Neural Networks, Lugano, Switzerland,
                  September 17-20, 2024, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15020},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-72344-5},
  doi          = {10.1007/978-3-031-72344-5},
  isbn         = {978-3-031-72343-8},
  timestamp    = {Sun, 29 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/2024-5.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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