DSKG: A Deep Sequential Model for Knowledge Graph Completion. - Lingbing Guo; Qingheng Zhang; Weiyi Ge; Wei Hu 007; Yuzhong Qu (CCKS, 2018)

Re-evaluating Embedding-Based Knowledge Graph Completion Methods. - Farahnaz Akrami; Lingbing Guo; Wei Hu 007; Chengkai Li 001 (CIKM, 2018)

Recurrent Skipping Networks for Entity Alignment. - Lingbing Guo; Zequn Sun; Ermei Cao; Wei Hu 007 (CoRR, 2018)

Learning to Exploit Long-term Relational Dependencies in Knowledge Graphs. - Lingbing Guo; Zequn Sun; Wei Hu 007 (ICML, 2019)

Multi-view Knowledge Graph Embedding for Entity Alignment. - Qingheng Zhang; Zequn Sun; Wei Hu 007; Muhao Chen 001; Lingbing Guo; Yuzhong Qu (IJCAI, 2019)

TransEdge: Translating Relation-Contextualized Embeddings for Knowledge Graphs. - Zequn Sun; Jiacheng Huang 001; Wei Hu 007; Muhao Chen 001; Lingbing Guo; Yuzhong Qu (ISWC (1), 2019)

Learning to Complete Knowledge Graphs with Deep Sequential Models. - Lingbing Guo; Qingheng Zhang; Wei Hu 007; Zequn Sun; Yuzhong Qu (Data Intell., 2019)

TransEdge: Translating Relation-contextualized Embeddings for Knowledge Graphs. - Zequn Sun; Jiacheng Huang 001; Wei Hu 007; Muchao Chen; Lingbing Guo; Yuzhong Qu (CoRR, 2020)

Decentralized Knowledge Graph Representation Learning. - Lingbing Guo; Weiqing Wang 001; Zequn Sun; Chenghao Liu; Wei Hu 007 (CoRR, 2020)

Principled Representation Learning for Entity Alignment. - Lingbing Guo; Zequn Sun; Mingyang Chen; Wei Hu 007; Qiang Zhang 026; Huajun Chen (CoRR, 2021)

Deep Reinforcement Learning for Entity Alignment. - Lingbing Guo; Yuqiang Han; Qiang Zhang 026; Huajun Chen (ACL (Findings), 2022)

Understanding and Improving Knowledge Graph Embedding for Entity Alignment. - Lingbing Guo; Qiang Zhang 026; Zequn Sun; Mingyang Chen; Wei Hu 007; Huajun Chen (ICML, 2022)

Unleashing the Power of Transformer for Graphs. - Lingbing Guo; Qiang Zhang 026; Huajun Chen (CoRR, 2022)

MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid. - Zhuo Chen 007; Jiaoyan Chen 001; Wen Zhang 015; Lingbing Guo; Yin Fang; Yufeng Huang; Yuxia Geng; Jeff Z. Pan; Wenting Song; Huajun Chen (CoRR, 2022)

MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid. - Zhuo Chen 007; Jiaoyan Chen 001; Wen Zhang 015; Lingbing Guo; Yin Fang; Yufeng Huang; Yichi Zhang 009; Yuxia Geng; Jeff Z. Pan; Wenting Song; Huajun Chen (ACM Multimedia, 2023)

Newton-Cotes Graph Neural Networks: On the Time Evolution of Dynamic Systems. - Lingbing Guo; Weiqing Wang; Zhuo Chen 007; Ningyu Zhang 001; Zequn Sun; Yixuan Lai; Qiang Zhang 026; Huajun Chen (NeurIPS, 2023)

Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment. - Zhuo Chen 007; Lingbing Guo; Yin Fang; Yichi Zhang 009; Jiaoyan Chen 001; Jeff Z. Pan; Yangning Li; Huajun Chen; Wen Zhang 015 (ISWC, 2023)

Revisit and Outstrip Entity Alignment: A Perspective of Generative Models. - Lingbing Guo; Zhuo Chen 007; Jiaoyan Chen 001; Huajun Chen (CoRR, 2023)

Universal Multi-modal Entity Alignment via Iteratively Fusing Modality Similarity Paths. - Bolin Zhu; Xiaoze Liu; Xin Mao; Zhuo Chen 007; Lingbing Guo; Tao Gui; Qi Zhang 001 (CoRR, 2023)

DET: A Dual-Encoding Transformer for Relational Graph Embedding. - Lingbing Guo; Zhuo Chen 007; Jiaoyan Chen 001; Qiang Zhang 026; Huajun Chen (LREC/COLING, 2024)

Domain-Agnostic Molecular Generation with Chemical Feedback. - Yin Fang; Ningyu Zhang 001; Zhuo Chen 007; Lingbing Guo; Xiaohui Fan; Huajun Chen (ICLR, 2024)

Revisit and Outstrip Entity Alignment: A Perspective of Generative Models. - Lingbing Guo; Zhuo Chen 007; Jiaoyan Chen 001; Yin Fang; Wen Zhang 015; Huajun Chen (ICLR, 2024)

Making Large Language Models Perform Better in Knowledge Graph Completion. - Yichi Zhang 009; Zhuo Chen 007; Lingbing Guo; Yajing Xu; Wen Zhang 015; Huajun Chen (ACM Multimedia, 2024)

MKGL: Mastery of a Three-Word Language. - Lingbing Guo; Zhongpu Bo; Zhuo Chen 007; Yichi Zhang 009; Jiaoyan Chen 001; Yarong Lan; Mengshu Sun; Zhiqiang Zhang 012; Yangyifei Luo; Qian Li 033; Qiang Zhang 026; Wen Zhang 015; et al. (NeurIPS, 2024)

NativE: Multi-modal Knowledge Graph Completion in the Wild. - Yichi Zhang 009; Zhuo Chen 007; Lingbing Guo; Yajing Xu; Binbin Hu; Ziqi Liu; Wen Zhang 015; Huajun Chen (SIGIR, 2024)

Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey. - Zhuo Chen 007; Yichi Zhang 009; Yin Fang; Yuxia Geng; Lingbing Guo; Xiang Chen 016; Qian Li 033; Wen Zhang 015; Jiaoyan Chen 001; Yushan Zhu; Jiaqi Li; Xiaoze Liu; et al. (CoRR, 2024)

ASGEA: Exploiting Logic Rules from Align-Subgraphs for Entity Alignment. - Yangyifei Luo; Zhuo Chen 007; Lingbing Guo; Qian Li 033; Wenxuan Zeng; Zhixin Cai; Jianxin Li 002 (CoRR, 2024)

The Power of Noise: Toward a Unified Multi-modal Knowledge Graph Representation Framework. - Zhuo Chen 007; Yin Fang; Yichi Zhang 009; Lingbing Guo; Jiaoyan Chen 001; Huajun Chen; Wen Zhang 015 (CoRR, 2024)

MyGO: Discrete Modality Information as Fine-Grained Tokens for Multi-modal Knowledge Graph Completion. - Yichi Zhang 009; Zhuo Chen 007; Lingbing Guo; Yajing Xu; Binbin Hu; Ziqi Liu; Huajun Chen; Wen Zhang 015 (CoRR, 2024)

Multi-domain Knowledge Graph Collaborative Pre-training and Prompt Tuning for Diverse Downstream Tasks. - Yichi Zhang 009; Binbin Hu; Zhuo Chen 007; Lingbing Guo; Ziqi Liu; Zhiqiang Zhang 012; Lei Liang 002; Huajun Chen; Wen Zhang 015 (CoRR, 2024)

Mixture of Modality Knowledge Experts for Robust Multi-modal Knowledge Graph Completion. - Yichi Zhang 009; Zhuo Chen 007; Lingbing Guo; Yajing Xu; Binbin Hu; Ziqi Liu; Wen Zhang 015; Huajun Chen (CoRR, 2024)

Distributed representations of entities in open-world knowledge graphs. - Lingbing Guo; Zhuo Chen 007; Jiaoyan Chen 001; Yichi Zhang 009; Zequn Sun; Zhongpu Bo; Yin Fang; Xiaoze Liu; Huajun Chen; Wen Zhang 015 (Knowl. Based Syst., 2024)

K-ON: Stacking Knowledge on the Head Layer of Large Language Model. - Lingbing Guo; Yichi Zhang 009; Zhongpu Bo; Zhuo Chen 007; Mengshu Sun; Zhiqiang Zhang 012; Wen Zhang 015; Huajun Chen (AAAI, 2025)

Tokenization, Fusion, and Augmentation: Towards Fine-grained Multi-modal Entity Representation. - Yichi Zhang 009; Zhuo Chen 007; Lingbing Guo; Yajing Xu; Binbin Hu; Ziqi Liu; Wen Zhang 015; Huajun Chen (AAAI, 2025)

Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking. - Yichi Zhang 009; Zhuo Chen 007; Lingbing Guo; Yajing Xu; Shaokai Chen; Mengshu Sun; Binbin Hu; Zhiqiang Zhang 012; Lei Liang 002; Wen Zhang 015; Huajun Chen (ACL (1), 2025)

Noise-powered Multi-modal Knowledge Graph Representation Framework. - Zhuo Chen 007; Yin Fang; Yichi Zhang 009; Lingbing Guo; Jiaoyan Chen 001; Jeff Z. Pan; Huajun Chen; Wen Zhang 015 (COLING, 2025)

Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation Learning. - Yichi Zhang 009; Zhuo Chen 007; Lingbing Guo; Yajing Xu; Binbin Hu; Ziqi Liu; Wen Zhang 015; Huajun Chen (ICLR, 2025)

Knowledge Graphs for Multi-modal Learning: Survey and Perspective. - Zhuo Chen 007; Yichi Zhang 009; Yin Fang; Yuxia Geng; Lingbing Guo; Jiaoyan Chen 001; Xiaoze Liu; Jeff Z. Pan; Ningyu Zhang 001; Huajun Chen; Wen Zhang 015 (Inf. Fusion, 2025)

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation. - Yichi Zhang 009; Zhuo Chen 007; Lingbing Guo; Yajing Xu; Min Zhang; Wen Zhang 015; Huajun Chen (CoRR, 2025)