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Wen Zhang
ORCID
Publication Activity (10 Years)
Years Active: 2015-2023
Publications (10 Years): 62
Top Topics
Convolutional Network
Graph Embedding
Question Answering
E Learning
Top Venues
CoRR
AAAI
IJCAI
SIGIR
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Publications
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Zhuo Chen
,
Lingbing Guo
,
Yin Fang
,
Yichi Zhang
,
Jiaoyan Chen
,
Jeff Z. Pan
,
Yangning Li
,
Huajun Chen
,
Wen Zhang
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment.
CoRR
(2023)
Yichi Zhang
,
Mingyang Chen
,
Wen Zhang
Modality-Aware Negative Sampling for Multi-modal Knowledge Graph Embedding.
IJCNN
(2023)
Yichi Zhang
,
Zhuo Chen
,
Wen Zhang
,
Huajun Chen
Making Large Language Models Perform Better in Knowledge Graph Completion.
CoRR
(2023)
Zhuo Chen
,
Yufeng Huang
,
Jiaoyan Chen
,
Yuxia Geng
,
Wen Zhang
,
Yin Fang
,
Jeff Z. Pan
,
Huajun Chen
DUET: Cross-Modal Semantic Grounding for Contrastive Zero-Shot Learning.
AAAI
(2023)
Yuxia Geng
,
Jiaoyan Chen
,
Jeff Z. Pan
,
Mingyang Chen
,
Song Jiang
,
Wen Zhang
,
Huajun Chen
Relational Message Passing for Fully Inductive Knowledge Graph Completion.
ICDE
(2023)
Yichi Zhang
,
Wen Zhang
CausE: Towards Causal Knowledge Graph Embedding.
CoRR
(2023)
Jeff Z. Pan
,
Simon Razniewski
,
Jan-Christoph Kalo
,
Sneha Singhania
,
Jiaoyan Chen
,
Stefan Dietze
,
Hajira Jabeen
,
Janna Omeliyanenko
,
Wen Zhang
,
Matteo Lissandrini
,
Russa Biswas
,
Gerard de Melo
,
Angela Bonifati
,
Edlira Vakaj
,
Mauro Dragoni
,
Damien Graux
Large Language Models and Knowledge Graphs: Opportunities and Challenges.
TGDK
1 (1) (2023)
Zhuo Chen
,
Lingbing Guo
,
Yin Fang
,
Yichi Zhang
,
Jiaoyan Chen
,
Jeff Z. Pan
,
Yangning Li
,
Huajun Chen
,
Wen Zhang
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment.
ISWC
(2023)
Juan Li
,
Wen Zhang
,
Hongtao Yu
A Multi-View Filter for Relation-Free Knowledge Graph Completion.
Big Data Res.
33 (2023)
Long Jin
,
Zhen Yao
,
Mingyang Chen
,
Huajun Chen
,
Wen Zhang
A Comprehensive Study on Knowledge Graph Embedding over Relational Patterns Based on Rule Learning.
CoRR
(2023)
Jiaoyan Chen
,
Yuxia Geng
,
Zhuo Chen
,
Jeff Z. Pan
,
Yuan He
,
Wen Zhang
,
Ian Horrocks
,
Huajun Chen
Zero-Shot and Few-Shot Learning With Knowledge Graphs: A Comprehensive Survey.
Proc. IEEE
111 (6) (2023)
Zezhong Xu
,
Peng Ye
,
Juan Li
,
Huajun Chen
,
Wen Zhang
Differentiable learning of rules with constants in knowledge graph.
Knowl. Based Syst.
275 (2023)
Mingyang Chen
,
Wen Zhang
,
Yuxia Geng
,
Zezhong Xu
,
Jeff Z. Pan
,
Huajun Chen
Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge Graphs.
IJCAI
(2023)
Zhiwei Huang
,
Long Jin
,
Junjie Wang
,
Mingchen Tu
,
Yin Hua
,
Zhiqiang Liu
,
Jiawei Meng
,
Huajun Chen
,
Wen Zhang
Reliable Academic Conference Question Answering: A Study Based on Large Language Model.
CoRR
(2023)
Mingyang Chen
,
Wen Zhang
,
Zhen Yao
,
Yushan Zhu
,
Yang Gao
,
Jeff Z. Pan
,
Huajun Chen
Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph Embedding.
AAAI
(2023)
Zhen Yao
,
Wen Zhang
,
Mingyang Chen
,
Yufeng Huang
,
Yi Yang
,
Huajun Chen
Analogical Inference Enhanced Knowledge Graph Embedding.
AAAI
(2023)
Wen Zhang
,
Zhen Yao
,
Mingyang Chen
,
Zhiwei Huang
,
Huajun Chen
NeuralKG-ind: A Python Library for Inductive Knowledge Graph Representation Learning.
SIGIR
(2023)
Long Jin
,
Zhen Yao
,
Mingyang Chen
,
Huajun Chen
,
Wen Zhang
A Comprehensive Study on Knowledge Graph Embedding over Relational Patterns Based on Rule Learning.
ISWC
(2023)
Yichi Zhang
,
Zhuo Chen
,
Wen Zhang
MACO: A Modality Adversarial and Contrastive Framework for Modality-Missing Multi-modal Knowledge Graph Completion.
NLPCC (1)
(2023)
Zhuo Chen
,
Jiaoyan Chen
,
Wen Zhang
,
Lingbing Guo
,
Yin Fang
,
Yufeng Huang
,
Yichi Zhang
,
Yuxia Geng
,
Jeff Z. Pan
,
Wenting Song
,
Huajun Chen
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid.
ACM Multimedia
(2023)
Zhuo Chen
,
Wen Zhang
,
Yufeng Huang
,
Mingyang Chen
,
Yuxia Geng
,
Hongtao Yu
,
Zhen Bi
,
Yichi Zhang
,
Zhen Yao
,
Wenting Song
,
Xinliang Wu
,
Yi Yang
,
Mingyi Chen
,
Zhaoyang Lian
,
Yingying Li
,
Lei Cheng
,
Huajun Chen
Tele-Knowledge Pre-training for Fault Analysis.
ICDE
(2023)
Zezhong Xu
,
Peng Ye
,
Hui Chen
,
Meng Zhao
,
Huajun Chen
,
Wen Zhang
Ruleformer: Context-aware Differentiable Rule Mining over Knowledge Graph.
CoRR
(2022)
Wen Zhang
,
Xiangnan Chen
,
Zhen Yao
,
Mingyang Chen
,
Yushan Zhu
,
Hongtao Yu
,
Yufeng Huang
,
Yajing Xu
,
Ningyu Zhang
,
Zezhong Xu
,
Zonggang Yuan
,
Feiyu Xiong
,
Huajun Chen
NeuralKG: An Open Source Library for Diverse Representation Learning of Knowledge Graphs.
SIGIR
(2022)
Mingyang Chen
,
Wen Zhang
,
Zhen Yao
,
Xiangnan Chen
,
Mengxiao Ding
,
Fei Huang
,
Huajun Chen
Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting.
IJCAI
(2022)
Yin Fang
,
Qiang Zhang
,
Haihong Yang
,
Xiang Zhuang
,
Shumin Deng
,
Wen Zhang
,
Ming Qin
,
Zhuo Chen
,
Xiaohui Fan
,
Huajun Chen
Molecular Contrastive Learning with Chemical Element Knowledge Graph.
AAAI
(2022)
Yufeng Huang
,
Zhuo Chen
,
Wen Zhang
,
Jiaoyan Chen
,
Jeff Z. Pan
,
Zhen Yao
,
Yujie Xie
,
Huajun Chen
Aspect-based Sentiment Classification with Sequential Cross-modal Semantic Graph.
CoRR
(2022)
Mingyang Chen
,
Wen Zhang
,
Yushan Zhu
,
Hongting Zhou
,
Zonggang Yuan
,
Changliang Xu
,
Huajun Chen
Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding.
SIGIR
(2022)
Mingyang Chen
,
Wen Zhang
,
Zonggang Yuan
,
Yantao Jia
,
Huajun Chen
Federated knowledge graph completion via embedding-contrastive learning.
Knowl. Based Syst.
252 (2022)
Ningyu Zhang
,
Xin Xu
,
Liankuan Tao
,
Haiyang Yu
,
Hongbin Ye
,
Xin Xie
,
Xiang Chen
,
Zhoubo Li
,
Lei Li
,
Xiaozhuan Liang
,
Yunzhi Yao
,
Shumin Deng
,
Wen Zhang
,
Zhenru Zhang
,
Chuanqi Tan
,
Fei Huang
,
Guozhou Zheng
,
Huajun Chen
DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population.
CoRR
(2022)
Yichi Zhang
,
Wen Zhang
Knowledge Graph Completion with Pre-trained Multimodal Transformer and Twins Negative Sampling.
CoRR
(2022)
Zhuo Chen
,
Yufeng Huang
,
Jiaoyan Chen
,
Yuxia Geng
,
Yin Fang
,
Jeff Z. Pan
,
Ningyu Zhang
,
Wen Zhang
LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection.
CoRR
(2022)
Zezhong Xu
,
Wen Zhang
,
Peng Ye
,
Hui Chen
,
Huajun Chen
Neural-Symbolic Entangled Framework for Complex Query Answering.
NeurIPS
(2022)
Yuxia Geng
,
Jiaoyan Chen
,
Wen Zhang
,
Jeff Z. Pan
,
Mingyang Chen
,
Huajun Chen
,
Song Jiang
Relational Message Passing for Fully Inductive Knowledge Graph Completion.
CoRR
(2022)
Zhuo Chen
,
Yufeng Huang
,
Jiaoyan Chen
,
Yuxia Geng
,
Yin Fang
,
Jeff Z. Pan
,
Ningyu Zhang
,
Wen Zhang
LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection.
IJCKG
(2022)
Zhuo Chen
,
Yufeng Huang
,
Jiaoyan Chen
,
Yuxia Geng
,
Wen Zhang
,
Yin Fang
,
Jeff Z. Pan
,
Wenting Song
,
Huajun Chen
DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning.
CoRR
(2022)
Yuxia Geng
,
Jiaoyan Chen
,
Wen Zhang
,
Yajing Xu
,
Zhuo Chen
,
Jeff Z. Pan
,
Yufeng Huang
,
Feiyu Xiong
,
Huajun Chen
Disentangled Ontology Embedding for Zero-shot Learning.
KDD
(2022)
Zezhong Xu
,
Wen Zhang
,
Peng Ye
,
Hui Chen
,
Huajun Chen
Neural-Symbolic Entangled Framework for Complex Query Answering.
CoRR
(2022)
Yuxia Geng
,
Jiaoyan Chen
,
Wen Zhang
,
Yajing Xu
,
Zhuo Chen
,
Jeff Z. Pan
,
Yufeng Huang
,
Feiyu Xiong
,
Huajun Chen
Disentangled Ontology Embedding for Zero-shot Learning.
CoRR
(2022)
Mingyang Chen
,
Wen Zhang
,
Zhen Yao
,
Xiangnan Chen
,
Mengxiao Ding
,
Fei Huang
,
Huajun Chen
Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting.
CoRR
(2022)
Yin Fang
,
Qiang Zhang
,
Haihong Yang
,
Xiang Zhuang
,
Shumin Deng
,
Wen Zhang
,
Ming Qin
,
Zhuo Chen
,
Xiaohui Fan
,
Huajun Chen
Molecular Contrastive Learning with Chemical Element Knowledge Graph.
CoRR
(2021)
Wen Zhang
,
Shumin Deng
,
Mingyang Chen
,
Liang Wang
,
Qiang Chen
,
Feiyu Xiong
,
Xiangwen Liu
,
Huajun Chen
Knowledge Graph Embedding in E-commerce Applications: Attentive Reasoning, Explanations, and Transferable Rules.
IJCKG
(2021)
Wen Zhang
,
Shumin Deng
,
Mingyang Chen
,
Liang Wang
,
Qiang Chen
,
Feiyu Xiong
,
Xiangwen Liu
,
Huajun Chen
Knowledge Graph Embedding in E-commerce Applications: Attentive Reasoning, Explanations, and Transferable Rules.
CoRR
(2021)
Mingyang Chen
,
Wen Zhang
,
Zonggang Yuan
,
Yantao Jia
,
Huajun Chen
FedE: Embedding Knowledge Graphs in Federated Setting.
CoRR
(2020)
Juan Li
,
Ruoxu Wang
,
Ningyu Zhang
,
Wen Zhang
,
Fan Yang
,
Huajun Chen
Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification.
CoRR
(2020)
Juan Li
,
Ruoxu Wang
,
Ningyu Zhang
,
Wen Zhang
,
Fan Yang
,
Huajun Chen
Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification.
COLING
(2020)
Junyou Li
,
Gong Cheng
,
Qingxia Liu
,
Wen Zhang
,
Evgeny Kharlamov
,
Kalpa Gunaratna
,
Huajun Chen
Neural Entity Summarization with Joint Encoding and Weak Supervision.
CoRR
(2020)
Junyou Li
,
Gong Cheng
,
Qingxia Liu
,
Wen Zhang
,
Evgeny Kharlamov
,
Kalpa Gunaratna
,
Huajun Chen
Neural Entity Summarization with Joint Encoding and Weak Supervision.
IJCAI
(2020)
Yushan Zhu
,
Wen Zhang
,
Hui Chen
,
Xu Cheng
,
Wei Zhang
,
Huajun Chen
DistilE: Distiling Knowledge Graph Embeddings for Faster and Cheaper Reasoning.
CoRR
(2020)
Shumin Deng
,
Ningyu Zhang
,
Wen Zhang
,
Jiaoyan Chen
,
Jeff Z. Pan
,
Huajun Chen
Knowledge-Driven Stock Trend Prediction and Explanation via Temporal Convolutional Network.
WWW (Companion Volume)
(2019)
Wen Zhang
,
Bibek Paudel
,
Wei Zhang
,
Abraham Bernstein
,
Huajun Chen
Interaction Embeddings for Prediction and Explanation in Knowledge Graphs.
WSDM
(2019)
Mingyang Chen
,
Wen Zhang
,
Wei Zhang
,
Qiang Chen
,
Huajun Chen
Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs.
EMNLP/IJCNLP (1)
(2019)
Mingyang Chen
,
Wen Zhang
,
Wei Zhang
,
Qiang Chen
,
Huajun Chen
Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs.
CoRR
(2019)
Wen Zhang
,
Bibek Paudel
,
Wei Zhang
,
Abraham Bernstein
,
Huajun Chen
Interaction Embeddings for Prediction and Explanation in Knowledge Graphs.
CoRR
(2019)
Wen Zhang
,
Bibek Paudel
,
Liang Wang
,
Jiaoyan Chen
,
Hai Zhu
,
Wei Zhang
,
Abraham Bernstein
,
Huajun Chen
Iteratively Learning Embeddings and Rules for Knowledge Graph Reasoning.
CoRR
(2019)
Juan Li
,
Wen Zhang
,
Huajun Chen
Incorporating Domain and Range of Relations for Knowledge Graph Completion.
CCKS
(2019)
Wen Zhang
,
Shumin Deng
,
Han Wang
,
Qiang Chen
,
Wei Zhang
,
Huajun Chen
XTransE: Explainable Knowledge Graph Embedding for Link Prediction with Lifestyles in e-Commerce.
JIST (2)
(2019)
Wen Zhang
,
Bibek Paudel
,
Liang Wang
,
Jiaoyan Chen
,
Hai Zhu
,
Wei Zhang
,
Abraham Bernstein
,
Huajun Chen
Iteratively Learning Embeddings and Rules for Knowledge Graph Reasoning.
WWW
(2019)
Guanying Wang
,
Wen Zhang
,
Ruoxu Wang
,
Yalin Zhou
,
Xi Chen
,
Wei Zhang
,
Hai Zhu
,
Huajun Chen
Label-Free Distant Supervision for Relation Extraction via Knowledge Graph Embedding.
EMNLP
(2018)
Wen Zhang
,
Juan Li
,
Huajun Chen
ProjR: Embedding Structure Diversity for Knowledge Graph Completion.
NLPCC (1)
(2018)
Matthias Baumgartner
,
Wen Zhang
,
Bibek Paudel
,
Daniele Dell'Aglio
,
Huajun Chen
,
Abraham Bernstein
Aligning Knowledge Base and Document Embedding Models Using Regularized Multi-Task Learning.
ISWC (1)
(2018)
Wen Zhang
Knowledge Graph Embedding with Diversity of Structures.
WWW (Companion Volume)
(2017)
Xi Chen
,
Huajun Chen
,
Ningyu Zhang
,
Jue Huang
,
Wen Zhang
Large-Scale Real-Time Semantic Processing Framework for Internet of Things.
Int. J. Distributed Sens. Networks
11 (2015)