Sign in
Qi Zhu
ORCID
Publication Activity (10 Years)
Years Active: 2017-2023
Publications (10 Years): 35
Top Topics
Text Summarization
E Learning
Open Information Extraction
Extractive Summarization
Top Venues
CoRR
KDD
SDM
CIKM
</>
Publications
</>
Yu Zhang
,
Bowen Jin
,
Qi Zhu
,
Yu Meng
,
Jiawei Han
The Effect of Metadata on Scientific Literature Tagging: A Cross-Field Cross-Model Study.
WWW
(2023)
Bowen Jin
,
Wentao Zhang
,
Yu Zhang
,
Yu Meng
,
Xinyang Zhang
,
Qi Zhu
,
Jiawei Han
Patton: Language Model Pretraining on Text-Rich Networks.
ACL (1)
(2023)
Bowen Jin
,
Wentao Zhang
,
Yu Zhang
,
Yu Meng
,
Xinyang Zhang
,
Qi Zhu
,
Jiawei Han
Patton: Language Model Pretraining on Text-Rich Networks.
CoRR
(2023)
Qi Zhu
,
Yizhu Jiao
,
Natalia Ponomareva
,
Jiawei Han
,
Bryan Perozzi
Explaining and Adapting Graph Conditional Shift.
CoRR
(2023)
Bowen Jin
,
Yu Zhang
,
Qi Zhu
,
Jiawei Han
Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks.
KDD
(2023)
Haonan Wang
,
Jieyu Zhang
,
Qi Zhu
,
Wei Huang
Augmentation-Free Graph Contrastive Learning.
CoRR
(2022)
Haonan Wang
,
Jieyu Zhang
,
Qi Zhu
,
Wei Huang
Can Single-Pass Contrastive Learning Work for Both Homophilic and Heterophilic Graph?
CoRR
(2022)
Qi Zhu
,
Chao Zhang
,
Chanyoung Park
,
Carl Yang
,
Jiawei Han
Shift-Robust Node Classification via Graph Adversarial Clustering.
CoRR
(2022)
Bowen Jin
,
Yu Zhang
,
Qi Zhu
,
Jiawei Han
Heterformer: A Transformer Architecture for Node Representation Learning on Heterogeneous Text-Rich Networks.
CoRR
(2022)
Qi Zhu
,
Natalia Ponomareva
,
Jiawei Han
,
Bryan Perozzi
Shift-Robust GNNs: Overcoming the Limitations of Localized Graph Training data.
NeurIPS
(2021)
Qi Zhu
,
Carl Yang
,
Yidan Xu
,
Haonan Wang
,
Chao Zhang
,
Jiawei Han
Transfer Learning of Graph Neural Networks with Ego-graph Information Maximization.
NeurIPS
(2021)
Qi Zhu
,
Natalia Ponomareva
,
Jiawei Han
,
Bryan Perozzi
Shift-Robust GNNs: Overcoming the Limitations of Localized Graph Training data.
CoRR
(2021)
Qi Zhu
,
Fang Guo
,
Jingjing Tian
,
Yuning Mao
,
Jiawei Han
SUMDocS: Surrounding-aware Unsupervised Multi-Document Summarization.
SDM
(2021)
Qi Zhu
,
Hao Wei
,
Bunyamin Sisman
,
Da Zheng
,
Christos Faloutsos
,
Xin Luna Dong
,
Jiawei Han
Collective Multi-type Entity Alignment Between Knowledge Graphs.
WWW
(2020)
Chanyoung Park
,
Carl Yang
,
Qi Zhu
,
Donghyun Kim
,
Hwanjo Yu
,
Jiawei Han
Unsupervised Differentiable Multi-aspect Network Embedding.
CoRR
(2020)
Qi Zhu
,
Yidan Xu
,
Haonan Wang
,
Chao Zhang
,
Jiawei Han
,
Carl Yang
Transfer Learning of Graph Neural Networks with Ego-graph Information Maximization.
CoRR
(2020)
Yuning Mao
,
Liyuan Liu
,
Qi Zhu
,
Xiang Ren
,
Jiawei Han
Facet-Aware Evaluation for Extractive Summarization.
ACL
(2020)
Chanyoung Park
,
Carl Yang
,
Qi Zhu
,
Donghyun Kim
,
Hwanjo Yu
,
Jiawei Han
Unsupervised Differentiable Multi-aspect Network Embedding.
KDD
(2020)
Yu Shi
,
Jiaming Shen
,
Yuchen Li
,
Naijing Zhang
,
Xinwei He
,
Zhengzhi Lou
,
Qi Zhu
,
Matthew Walker
,
Myunghwan Kim
,
Jiawei Han
Discovering Hypernymy in Text-Rich Heterogeneous Information Network by Exploiting Context Granularity.
CIKM
(2019)
Yu Shi
,
Jiaming Shen
,
Yuchen Li
,
Naijing Zhang
,
Xinwei He
,
Zhengzhi Lou
,
Qi Zhu
,
Matthew Walker
,
Myunghwan Kim
,
Jiawei Han
Discovering Hypernymy in Text-Rich Heterogeneous Information Network by Exploiting Context Granularity.
CoRR
(2019)
Chanyoung Park
,
Donghyun Kim
,
Qi Zhu
,
Jiawei Han
,
Hwanjo Yu
Task-Guided Pair Embedding in Heterogeneous Network.
CoRR
(2019)
Qi Zhu
,
Xiang Ren
,
Jingbo Shang
,
Yu Zhang
,
Ahmed El-Kishky
,
Jiawei Han
Integrating Local Context and Global Cohesiveness for Open Information Extraction.
WSDM
(2019)
Chanyoung Park
,
Donghyun Kim
,
Qi Zhu
,
Jiawei Han
,
Hwanjo Yu
Task-Guided Pair Embedding in Heterogeneous Network.
CIKM
(2019)
Yuning Mao
,
Liyuan Liu
,
Qi Zhu
,
Xiang Ren
,
Jiawei Han
Facet-Aware Evaluation for Extractive Text Summarization.
CoRR
(2019)
Qi Zhu
,
Xiang Ren
,
Jingbo Shang
,
Yu Zhang
,
Frank F. Xu
,
Jiawei Han
Open Information Extraction with Global Structure Constraints.
WWW (Companion Volume)
(2018)
Yu Shi
,
Huan Gui
,
Qi Zhu
,
Lance M. Kaplan
,
Jiawei Han
AspEm: Embedding Learning by Aspects in Heterogeneous Information Networks.
SDM
(2018)
Yu Shi
,
Qi Zhu
,
Fang Guo
,
Chao Zhang
,
Jiawei Han
Easing Embedding Learning by Comprehensive Transcription of Heterogeneous Information Networks.
CoRR
(2018)
Yu Shi
,
Huan Gui
,
Qi Zhu
,
Lance M. Kaplan
,
Jiawei Han
AspEm: Embedding Learning by Aspects in Heterogeneous Information Networks.
CoRR
(2018)
Qi Zhu
,
Xiang Ren
,
Jingbo Shang
,
Yu Zhang
,
Frank F. Xu
,
Jiawei Han
Integrating Local Context and Global Cohesiveness for Open Information Extraction.
CoRR
(2018)
Huan Gui
,
Qi Zhu
,
Liyuan Liu
,
Aston Zhang
,
Jiawei Han
Expert Finding in Heterogeneous Bibliographic Networks with Locally-trained Embeddings.
CoRR
(2018)
Yu Shi
,
Qi Zhu
,
Fang Guo
,
Chao Zhang
,
Jiawei Han
Easing Embedding Learning by Comprehensive Transcription of Heterogeneous Information Networks.
KDD
(2018)
Qi Zhu
,
Hongwei Ng
,
Liyuan Liu
,
Ziwei Ji
,
Bingjie Jiang
,
Jiaming Shen
,
Huan Gui
Wikidata Vandalism Detection - The Loganberry Vandalism Detector at WSDM Cup 2017.
CoRR
(2017)
Liyuan Liu
,
Xiang Ren
,
Qi Zhu
,
Shi Zhi
,
Huan Gui
,
Heng Ji
,
Jiawei Han
Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach.
EMNLP
(2017)
Liyuan Liu
,
Xiang Ren
,
Qi Zhu
,
Shi Zhi
,
Huan Gui
,
Heng Ji
,
Jiawei Han
Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach.
CoRR
(2017)
Xiang Ren
,
Jiaming Shen
,
Meng Qu
,
Xuan Wang
,
Zeqiu Wu
,
Qi Zhu
,
Meng Jiang
,
Fangbo Tao
,
Saurabh Sinha
,
David Liem
,
Peipei Ping
,
Richard M. Weinshilboum
,
Jiawei Han
Life-iNet: A Structured Network-Based Knowledge Exploration and Analytics System for Life Sciences.
ACL (System Demonstrations)
(2017)