Investigating Natural and Artificial Dynamics in Graph Data Mining and Machine Learning

Author:

Fu Dongqi1ORCID

Affiliation:

1. University of Illinois at Urbana-Champaign, Urbana, IL, USA

Publisher

ACM

Reference20 articles.

1. Chaoqi Chen , Yushuang Wu , Qiyuan Dai , Hong-Yu Zhou , Mutian Xu , Sibei Yang , Xiaoguang Han , and Yizhou Yu. 2022. A Survey on Graph Neural Networks and Graph Transformers in Computer Vision: A Task-Oriented Perspective. CoRR , Vol. abs/ 2209 .13232 ( 2022 ). Chaoqi Chen, Yushuang Wu, Qiyuan Dai, Hong-Yu Zhou, Mutian Xu, Sibei Yang, Xiaoguang Han, and Yizhou Yu. 2022. A Survey on Graph Neural Networks and Graph Transformers in Computer Vision: A Task-Oriented Perspective. CoRR, Vol. abs/2209.13232 (2022).

2. DISCO: Comprehensive and Explainable Disinformation Detection

3. Privacy-Preserving Graph Machine Learning from Data to Computation: A Survey

4. Meta-Learned Metrics over Multi-Evolution Temporal Graphs

5. Dongqi Fu and Jingrui He . 2021 . SDG: A Simplified and Dynamic Graph Neural Network. In SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval , Virtual Event, Canada, July 11--15 , 2021. ACM, 2273--2277. https://doi.org/10.1145/3404835.3463059 10.1145/3404835.3463059 Dongqi Fu and Jingrui He. 2021. SDG: A Simplified and Dynamic Graph Neural Network. In SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11--15, 2021. ACM, 2273--2277. https://doi.org/10.1145/3404835.3463059

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1. Report on the PhD Symposium at CIKM 2023;ACM SIGIR Forum;2023-12

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