Zhuo Chen

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 39

Top Topics

Distributed Representations

Question Answering

Top Venues

Publications

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)
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)
Yin Fang, Ningyu Zhang, Zhuo Chen, Lingbing Guo, Xiaohui Fan, Huajun Chen
Domain-Agnostic Molecular Generation with Chemical Feedback. ICLR (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, 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)
Yin Fang, Xiaozhuan Liang, Ningyu Zhang, Kangwei Liu, Rui Huang, Zhuo Chen, Xiaohui Fan, Huajun Chen
Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models. ICLR (2024)
Yin Fang, Zhuo Chen, Xiaohui Fan, Ningyu Zhang, Huajun Chen
Knowledge-Informed Molecular Learning: A Survey on Paradigm Transfer. KSEM (1) (2024)
Yichi Zhang, Zhuo Chen, Wen Zhang, Huajun Chen
Making Large Language Models Perform Better in Knowledge Graph Completion. CoRR (2023)
Yin Fang, Qiang Zhang, Ningyu Zhang, Zhuo Chen, Xiang Zhuang, Xin Shao, Xiaohui Fan, Huajun Chen
Knowledge graph-enhanced molecular contrastive learning with functional prompt. Nat. Mac. Intell. 5 (5) (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)
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)
Yin Fang, Ningyu Zhang, Zhuo Chen, Xiaohui Fan, Huajun Chen
Molecular Language Model as Multi-task Generator. CoRR (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)
Yuxia Geng, Jiaoyan Chen, Xiang Zhuang, Zhuo Chen, Jeff Z. Pan, Juan Li, Zonggang Yuan, Huajun Chen
Benchmarking knowledge-driven zero-shot learning. J. Web Semant. 75 (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)
Zhuo Chen, Wen Zhang, Yufeng Huang, Mingyang Chen, Yuxia Geng, Hongtao Yu, Zhen Bi, Yichi Zhang, Zhen Yao, Wenting Song, Xinliang Wu, Yi Yang, Song Jiang, Zhaoyang Lian, Yingying Li, Huajun Chen
Tele-Knowledge Pre-training for Fault Analysis. 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. 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)
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)
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)
Zhuo Chen, Jiaoyan Chen, Wen Zhang, Lingbing Guo, Yin Fang, Yufeng Huang, Yuxia Geng, Jeff Z. Pan, Wenting Song, Huajun Chen
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid. 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)
Zhuo Chen, Jiaoyan Chen, Yuxia Geng, Jeff Z. Pan, Zonggang Yuan, Huajun Chen
Zero-Shot Visual Question Answering Using Knowledge Graph. ISWC (2021)
Jiaoyan Chen, Yuxia Geng, Zhuo Chen, Ian Horrocks, Jeff Z. Pan, Huajun Chen
Knowledge-aware Zero-Shot Learning: Survey and Perspective. IJCAI (2021)
Jiaoyan Chen, Yuxia Geng, Zhuo Chen, Ian Horrocks, Jeff Z. Pan, Huajun Chen
Knowledge-aware Zero-Shot Learning: Survey and Perspective. CoRR (2021)
Yuxia Geng, Jiaoyan Chen, Zhuo Chen, Jeff Z. Pan, Zhiquan Ye, Zonggang Yuan, Yantao Jia, Huajun Chen
OntoZSL: Ontology-enhanced Zero-shot Learning. CoRR (2021)
Yuxia Geng, Jiaoyan Chen, Zhuo Chen, Jeff Z. Pan, Zonggang Yuan, Huajun Chen
K-ZSL: Resources for Knowledge-driven Zero-shot Learning. CoRR (2021)
Zhuo Chen, Jiaoyan Chen, Yuxia Geng, Jeff Z. Pan, Zonggang Yuan, Huajun Chen
Zero-shot Visual Question Answering using Knowledge Graph. CoRR (2021)
Yuxia Geng, Jiaoyan Chen, Zhuo Chen, Jeff Z. Pan, Zhiquan Ye, Zonggang Yuan, Yantao Jia, Huajun Chen
OntoZSL: Ontology-enhanced Zero-shot Learning. WWW (2021)
Yuxia Geng, Jiaoyan Chen, Zhuo Chen, Zhiquan Ye, Zonggang Yuan, Yantao Jia, Huajun Chen
Generative Adversarial Zero-shot Learning via Knowledge Graphs. CoRR (2020)