Wen Zhang

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 83

Top Topics

Graph Embedding

Question Answering

Structured Representations

Top Venues

Publications

Yushan Zhu, Wen Zhang, Yajing Xu, Zhen Yao, Mingyang Chen, Huajun Chen
SF-GNN: Self Filter for Message Lossless Propagation in Deep Graph Neural Network. CoRR (2024)
Zezhong Xu, Peng Ye, Lei Liang, Huajun Chen, Wen Zhang
Prompt-fused framework for Inductive Logical Query Answering. CoRR (2024)
Yichi Zhang, Binbin Hu, Zhuo Chen, Lingbing Guo, Ziqi Liu, Zhiqiang Zhang, Lei Liang, Huajun Chen, Wen Zhang
Multi-domain Knowledge Graph Collaborative Pre-training and Prompt Tuning for Diverse Downstream Tasks. CoRR (2024)
Junjie Wang, Dan Yang, Binbin Hu, Yue Shen, Wen Zhang, Jinjie Gu
Know Your Needs Better: Towards Structured Understanding of Marketer Demands with Analogical Reasoning Augmented LLMs. KDD (2024)
Yichi Zhang, Zhuo Chen, Lingbing Guo, Yajing Xu, Binbin Hu, Ziqi Liu, Wen Zhang, Huajun Chen
Mixture of Modality Knowledge Experts for Robust Multi-modal Knowledge Graph Completion. CoRR (2024)
Yichi Zhang, Zhuo Chen, Lingbing Guo, Yajing Xu, Binbin Hu, Ziqi Liu, Huajun Chen, Wen Zhang
MyGO: Discrete Modality Information as Fine-Grained Tokens for Multi-modal Knowledge Graph Completion. CoRR (2024)
Yichi Zhang, Zhuo Chen, Lingbing Guo, Yajing Xu, Binbin Hu, Ziqi Liu, Wen Zhang, Huajun Chen
NativE: Multi-modal Knowledge Graph Completion in the Wild. SIGIR (2024)
Yichi Zhang, Zhuo Chen, Lei Liang, Huajun Chen, Wen Zhang
Unleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph Completion. LREC/COLING (2024)
Lingbing Guo, Zhuo Chen, Jiaoyan Chen, Yin Fang, Wen Zhang, Huajun Chen
Revisit and Outstrip Entity Alignment: A Perspective of Generative Models. ICLR (2024)
Yichi Zhang, Zhuo Chen, Lei Liang, Huajun Chen, Wen Zhang
Unleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph Completion. CoRR (2024)
Yichi Zhang, Zhuo Chen, Lingbing Guo, Yajing Xu, Binbin Hu, Ziqi Liu, Wen Zhang, Huajun Chen
NativE: Multi-modal Knowledge Graph Completion in the Wild. CoRR (2024)
Zhuo Chen, Yin Fang, Yichi Zhang, Lingbing Guo, Jiaoyan Chen, Huajun Chen, Wen Zhang
The Power of Noise: Toward a Unified Multi-modal Knowledge Graph Representation Framework. CoRR (2024)
Yufeng Huang, Jiji Tang, Zhuo Chen, Rongsheng Zhang, Xinfeng Zhang, Weijie Chen, Zeng Zhao, Zhou Zhao, Tangjie Lv, Zhipeng Hu, Wen Zhang
Structure-CLIP: Towards Scene Graph Knowledge to Enhance Multi-Modal Structured Representations. AAAI (2024)
Yichi Zhang, Zhuo Chen, Yin Fang, Yanxi Lu, Fangming Li, Wen Zhang, Huajun Chen
Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering. ACL (Findings) (2024)
Lingbing Guo, Zhuo Chen, Jiaoyan Chen, Yichi Zhang, Zequn Sun, Zhongpu Bo, Yin Fang, Xiaoze Liu, Huajun Chen, Wen Zhang
Distributed representations of entities in open-world knowledge graphs. Knowl. Based Syst. 290 (2024)
Wen Zhang, Yajing Xu, Peng Ye, Zhiwei Huang, Zezhong Xu, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen
Start from Zero: Triple Set Prediction for Automatic Knowledge Graph Completion. CoRR (2024)
Junjie Wang, Mingyang Chen, Binbin Hu, Dan Yang, Ziqi Liu, Yue Shen, Peng Wei, Zhiqiang Zhang, Jinjie Gu, Jun Zhou, Jeff Z. Pan, Wen Zhang, Huajun Chen
Learning to Plan for Retrieval-Augmented Large Language Models from Knowledge Graphs. CoRR (2024)
Zezhong Xu, Yincen Qu, Wen Zhang, Lei Liang, Huajun Chen
InBox: Recommendation with Knowledge Graph using Interest Box Embedding. CoRR (2024)
Juan Li, Xiangnan Chen, Hongtao Yu, Jiaoyan Chen, Wen Zhang
Neural axiom network for knowledge graph reasoning. Semantic Web 15 (3) (2024)
Wen Zhang, Long Jin, Yushan Zhu, Jiaoyan Chen, Zhiwei Huang, Junjie Wang, Yin Hua, Lei Liang, Huajun Chen
TrustUQA: A Trustful Framework for Unified Structured Data Question Answering. CoRR (2024)
Yushan Zhu, Wen Zhang, Zhiqiang Liu, Mingyang Chen, Lei Liang, Huajun Chen
Croppable Knowledge Graph Embedding. CoRR (2024)
Zezhong Xu, Wen Zhang, Peng Ye, Lei Liang, Huajun Chen
Prompt-fused Framework for Inductive Logical Query Answering. LREC/COLING (2024)
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)