Summary of Tcgu: Data-centric Graph Unlearning Based on Transferable Condensation, by Fan Li et al.
TCGU: Data-centric Graph Unlearning based on Transferable Condensationby Fan Li, Xiaoyang Wang, Dawei Cheng, Wenjie…
Summary of Diffusing to the Top: Boost Graph Neural Networks with Minimal Hyperparameter Tuning, by Lequan Lin et al.
Diffusing to the Top: Boost Graph Neural Networks with Minimal Hyperparameter Tuningby Lequan Lin, Dai…
Summary of When Graph Neural Networks Meet Dynamic Mode Decomposition, by Dai Shi et al.
When Graph Neural Networks Meet Dynamic Mode Decompositionby Dai Shi, Lequan Lin, Andi Han, Zhiyong…
Summary of Bsg4bot: Efficient Bot Detection Based on Biased Heterogeneous Subgraphs, by Hao Miao et al.
BSG4Bot: Efficient Bot Detection based on Biased Heterogeneous Subgraphsby Hao Miao, Zida Liu, Jun GaoFirst…
Summary of Defense-as-a-service: Black-box Shielding Against Backdoored Graph Models, by Xiao Yang et al.
Defense-as-a-Service: Black-box Shielding against Backdoored Graph Modelsby Xiao Yang, Kai Zhou, Yuni Lai, Gaolei LiFirst…
Summary of Unveiling the Impact Of Local Homophily on Gnn Fairness: In-depth Analysis and New Benchmarks, by Donald Loveland et al.
Unveiling the Impact of Local Homophily on GNN Fairness: In-Depth Analysis and New Benchmarksby Donald…
Summary of Fine-grained Expressive Power Of Weisfeiler-leman: a Homomorphism Counting Perspective, by Junru Zhou et al.
Fine-Grained Expressive Power of Weisfeiler-Leman: A Homomorphism Counting Perspectiveby Junru Zhou, Muhan ZhangFirst submitted to…
Summary of Llmco2: Advancing Accurate Carbon Footprint Prediction For Llm Inferences, by Zhenxiao Fu et al.
LLMCO2: Advancing Accurate Carbon Footprint Prediction for LLM Inferencesby Zhenxiao Fu, Fan Chen, Shan Zhou,…
Summary of Deepprotein: Deep Learning Library and Benchmark For Protein Sequence Learning, by Jiaqing Xie et al.
DeepProtein: Deep Learning Library and Benchmark for Protein Sequence Learningby Jiaqing Xie, Yue Zhao, Tianfan…
Summary of Rethinking Gnn Expressive Power Research in the Machine Learning Community: Limitations, Issues, and Corrections, by Guanyu Cui et al.
Rethinking GNN Expressive Power Research in the Machine Learning Community: Limitations, Issues, and Correctionsby Guanyu…