11 citations · 33 across the 10 of their papers we have counts for
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cs.LG2023★ 11 cited
Causality and Independence Enhancement for Biased Node Classification
Guoxin Chen, Yongqing Wang, Fangda Guo +4
Most existing methods that address out-of-distribution (OOD) generalization for node classification on graphs primarily focus on a specific type of data biases, such as label selec…
cs.SI2023★ 6 cited
FCS-HGNN: Flexible Multi-type Community Search in Heterogeneous Information Networks
Guoxin Chen, Fangda Guo, Yongqing Wang +4
Community search is a personalized community discovery problem designed to identify densely connected subgraphs containing the query node. Recently, community search in heterogeneo…
cs.CL2023★ 1 cited
MPrompt: Exploring Multi-level Prompt Tuning for Machine Reading Comprehension
Guoxin Chen, Yiming Qian, Bowen Wang +1
The large language models have achieved superior performance on various natural language tasks. One major drawback of such approaches is they are resource-intensive in fine-tuning…