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Jiawei Han

MentorGNN: Deriving Curriculum for Pre-Training GNNs

Aug 21, 2022
Dawei Zhou, Lecheng Zheng, Dongqi Fu, Jiawei Han, Jingrui He

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* Accepted by CIKM 2022

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Few-Shot Fine-Grained Entity Typing with Automatic Label Interpretation and Instance Generation

Jun 28, 2022
Jiaxin Huang, Yu Meng, Jiawei Han

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* Accepted to KDD 2022 Research Track

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Unsupervised Key Event Detection from Massive Text Corpora

Jun 08, 2022
Yunyi Zhang, Fang Guo, Jiaming Shen, Jiawei Han

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* KDD 2022

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Heterformer: A Transformer Architecture for Node Representation Learning on Heterogeneous Text-Rich Networks

May 20, 2022
Bowen Jin, Yu Zhang, Qi Zhu, Jiawei Han

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CiteSum: Citation Text-guided Scientific Extreme Summarization and Low-resource Domain Adaptation

May 12, 2022
Yuning Mao, Ming Zhong, Jiawei Han

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* TLDR: By pretraining on (automatically extracted) citation sentences in scientific papers, we achieve SOTA on SciTLDR, XSum, and Gigaword in zero-shot and/or few-shot settings

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Seed-Guided Topic Discovery with Out-of-Vocabulary Seeds

May 04, 2022
Yu Zhang, Yu Meng, Xuan Wang, Sheng Wang, Jiawei Han

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* 12 pages; Accepted to NAACL 2022

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