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Created page with "{{DISPLAYTITLE:'''郭凌冰'''}} 160px |thumb|right [https://guolingbing.github.io/ English] <big> 天津大学智能与计算学部副研究员<..."

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{{DISPLAYTITLE:'''郭凌冰'''}}
[[File: guolingbing.jpg |160px |thumb|right]]
[https://guolingbing.github.io/ English]
<big>

天津大学智能与计算学部副研究员

'''研究方向'''：知识图谱、大语言模型、AI for Science
'''通讯地址'''：天津市海河教育园区天津大学北洋园校区智能与计算学部
'''邮政编码'''：300354
'''办公地址'''：55楼B207
'''电子邮箱'''：lbguo@tju.edu.cn
</big>
== '''个人简历''' ==
2016年、2019年、2025年分别于河南大学、南京大学、浙江大学获得计算机科学与技术专业本、硕、博学位，主要研究方向为知识图谱、大语言模型、生成模型、AI for Science。在NeurIPS、ICLR、ICML、IJCAI、AAAI、ACL、SIGIR等国际会议上发表过多篇论文。曾获全国知识图谱与语义计算大会CCKS最佳论文奖、国际语义网大会ISWC最佳论文提名奖等奖励。

== 学术论文 ==

# Yichi Zhang, Zhuo Chen, '''Lingbing Guo''', Yajing Xu, Binbin Hu, Ziqi Liu, Wen Zhang, Huajun Chen. '''Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation Learning.''' In ICLR, 2025.
# Lingbing Guo, Yichi Zhang, Zhongpu Bo, Zhuo Chen, Mengshu Sun, Zhiqiang Zhang, Wen Zhang, Huajun Chen. '''K-ON: Stacking Knowledge On the Head Layer of Large Language Model.''' In AAAI (Oral), 2025
# Yichi Zhang, Zhuo Chen, '''Lingbing Guo''', Yajing Xu, Binbin Hu, Ziqi Liu, Wen Zhang, Huajun Chen. '''Tokenization, Fusion, and Augmentation: Towards Fine-grained Multi-modal Entity Representation.''' In AAAI, 2025
# Zhuo Chen, Yin Fang, Yichi Zhang, '''Lingbing Guo''', Jiaoyan Chen, Jeff Z. Pan, Huajun Chen, Wen Zhang. '''Noise-powered Multi-modal Knowledge Graph Representation Framework.''' In COLING, 2025.
# '''Lingbing Guo''' Zhongpu Bo, Zhuo Chen, Yichi Zhang, Jiaoyan Chen, Lan Yarong, Mengshu Sun, Zhiqiang Zhang, Yangyifei Luo, Qian Li, Qiang Zhang, Wen Zhang, Huajun Chen. '''MKGL: Mastery of a Three-Word Language.''' In NeurIPS (Spotlight), 2024.
# Yichi Zhang, Zhuo Chen, '''Lingbing Guo''', Yajing Xu, Wen Zhang, Huajun Chen. '''Making Large Language Models Perform Better in Knowledge Graph Completion.''' In ACM MM, 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.''' In SIGIR, 2024.
# '''Lingbing Guo''', Zhuo Chen, Jiaoyan Chen, Yin Fang, Wen Zhang, Huajun Chen. '''Revisit and Outstrip Entity Alignment: A Perspective of Generative Models.''' In ICLR, 2024.
# '''Lingbing Guo''', Zhuo Chen, Jiaoyan Chen, Qiang Zhang, Huajun Chen. '''DET: A Dual-Encoding Transformer for Relational Graph Embedding.''' In COLING, 2024.
# Yin Fang, Ningyu Zhang, Zhuo Chen, '''Lingbing Guo''', Xiaohui Fan, Huajun Chen. '''Domain-Agnostic Molecular Generation with Self-feedback.''' In ICLR, 2024.
# '''Lingbing Guo''', Zhuo Chen, Jiaoyan Chen, Yichi Zhang, Zequn Sun, Zhongpo Bo, Yin Fang, Xiaoze Liu, Huajun Chen, Wen Zhang. '''Distributed Representations of Entities in Open-World Knowledge Graphs.''' Knowledge-Based Systems, 2024.
# '''Lingbing Guo''', Weiqing Wang, Zhuo Chen, Ningyu Zhang, Zequn Sun, Yixuan Lai, Qiang Zhang, Huajun Chen. '''Newton-Cotes Graph Neural Networks: On the Time Evolution of Dynamic Systems.''' In NeurIPS (Spotlight), 2023.
# Zhuo Chen, '''Lingbing Guo''', Yin Fang, Yichi Zhang, Jiaoyan Chen, Wen Zhang, Jeff Z. Pan, Yangning Li and Huajun Chen. '''Rethinking Uncertain Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment.''' In ISWC (Best Paper Candidate), 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.''' In ACM MM, 2023.
# '''Lingbing Guo''', Qiang Zhang, Zequn Sun, Mingyang Chen, Wei Hu, Huajun Chen. '''Understanding and Improving Knowledge Graph Embedding for Entity Alignment.''' In ICML, 2022.
# '''Lingbing Guo''', Yuqiang Han, Qiang Zhang, Huajun Chen. '''Deep Reinforcement Learning for Entity Alignment.''' In Findings of ACL, 2022.
# Zequn Sun, Jiacheng Huang, Wei Hu, Muchao Chen, '''Lingbing Guo''', Yuzhong Qu. '''TransEdge: Translating Relation-contextualized Embeddings for Knowledge Graphs.''' In ISWC, 2019.
# '''Lingbing Guo''', Qingheng Zhang, Wei Hu, Zequn Sun, Yuzhong Qu. '''Learning to complete knowledge graphs with deep sequential models.''' Data Intelligence, 2019.
# Qingheng Zhang, Zequn Sun, Wei Hu, Muchao Chen, '''Lingbing Guo''', Yuzhong Qu. '''Multi-view knowledge graph embedding for entity alignment.''' In IJCAI, 2019.
# '''Lingbing Guo''', Zequn Sun, Wei Hu. '''Learning to exploit long-term relational dependencies in knowledge graphs.''' In ICML, 2019.
# '''Lingbing Guo''', Qingheng Zhang, Weiyi Ge, Wei Hu, Yuzhong Qu. '''DSKG: A deep sequential model for knowledge graph completion.''' In CCKS (Best Paper), 2018.
# Farahnaz Akrami, '''Lingbing Guo''', Wei Hu, Chengkai Li. '''Re-evaluating embedding-based knowledge graph completion methods.''' In CIKM, 2018.

Lingbing Guo zh - Revision history

Tjuyyt: Created page with "{{DISPLAYTITLE:'''郭凌冰'''}} right [https://guolingbing.github.io/ English] 天津大学 智能与计算学部 副研究员<..."

Tjuyyt: Created page with "{{DISPLAYTITLE:'''郭凌冰'''}} right [https://guolingbing.github.io/ English] 天津大学智能与计算学部副研究员<..."