| Molecular contrastive learning with chemical element knowledge graph Y Fang, Q Zhang, H Yang, X Zhuang, S Deng, W Zhang, M Qin, Z Chen, ... AAAI '22 36 (4), 3968-3976, 2022 | 110 | 2022 |
| OntoZSL: Ontology-enhanced zero-shot learning Y Geng, J Chen, Z Chen, JZ Pan, Z Ye, Z Yuan, Y Jia, H Chen WWW '21, 3325-3336, 2021 | 87 | 2021 |
| Knowledge graph-enhanced molecular contrastive learning with functional prompt Y Fang, Q Zhang, N Zhang, Z Chen, X Zhuang, X Shao, X Fan, H Chen Nature Machine Intelligence 5 (5), 542-553, 2023 | 74 | 2023 |
| Knowledge-aware zero-shot learning: Survey and perspective J Chen, Y Geng, Z Chen, I Horrocks, JZ Pan, H Chen IJCAI '21 Survey Track, 2021 | 71 | 2021 |
| Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models Y Fang, X Liang, N Zhang, K Liu, R Huang, Z Chen, X Fan, H Chen ICLR '24, 2023 | 67 | 2023 |
| Zero-shot visual question answering using knowledge graph Z Chen, J Chen, Y Geng, JZ Pan, Z Yuan, H Chen ISWC '21, 146-162, 2021 | 67 | 2021 |
| DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning Z Chen, Y Huang, J Chen, Y Geng, W Zhang, Y Fang, JZ Pan, H Chen AAAI '23 (Oral), 2022 | 52 | 2022 |
| Zero-Shot and Few-Shot Learning With Knowledge Graphs: A Comprehensive Survey J Chen, Y Geng, Z Chen, JZ Pan, Y He, W Zhang, I Horrocks, H Chen Proceedings of the IEEE '23, 2023 | 47* | 2023 |
| Making large language models perform better in knowledge graph completion Y Zhang, Z Chen, W Zhang, H Chen ACM MM '24 (Oral), 2023 | 43 | 2023 |
| Meaformer: Multi-modal entity alignment transformer for meta modality hybrid Z Chen, J Chen, W Zhang, L Guo, Y Fang, Y Huang, Y Zhang, Y Geng, ... ACM MM '23, 3317-3327, 2023 | 41 | 2023 |
| De novo analysis of bulk RNA-seq data at spatially resolved single-cell resolution J Liao*, J Qian*, Y Fang*, Z Chen*, X Zhuang*, N Zhang, X Shao, Y Hu, ... Nature Communications (Editors' Highlights, Top 25 in 2022) 13 (1), 6498, 2022 | 41 | 2022 |
| LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection Z Chen, Y Huang, J Chen, Y Geng, Y Fang, J Pan, N Zhang, W Zhang IJCKG '22 (Best Application Paper), 2022 | 31 | 2022 |
| Structure-CLIP: Towards Scene Graph Knowledge to Enhance Multi-Modal Structured Representations Y Huang, J Tang, Z Chen, R Zhang, X Zhang, W Chen, Z Zhao, Z Zhao, ... AAAI '24 38 (3), 2417-2425, 2024 | 25* | 2024 |
| Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey Z Chen, Y Zhang, Y Fang, Y Geng, L Guo, X Chen, Q Li, W Zhang, J Chen, ... 55 pages (41 main), 13 figures, 11 tables, 2024 | 25 | 2024 |
| Benchmarking knowledge-driven zero-shot learning Y Geng, J Chen, X Zhuang, Z Chen, JZ Pan, J Li, Z Yuan, H Chen Journal of Web Semantics 75, 100757, 2023 | 25* | 2023 |
| Disentangled ontology embedding for zero-shot learning Y Geng, J Chen, W Zhang, Y Xu, Z Chen, J Z. Pan, Y Huang, F Xiong, ... SIGKDD '22, 443-453, 2022 | 24 | 2022 |
| Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment Z Chen, L Guo, Y Fang, Y Zhang, J Chen, JZ Pan, Y Li, H Chen, W Zhang ISWC '23 (Best Paper Candidate), 2023 | 21 | 2023 |
| Domain-Agnostic Molecular Generation with Self-feedback Y Fang, N Zhang, Z Chen, X Fan, H Chen ICLR '24, 2023 | 21* | 2023 |
| Knowledgeable preference alignment for llms in domain-specific question answering Y Zhang*, Z Chen*, Y Fang, L Cheng, Y Lu, F Li, W Zhang, H Chen ACL '24 Findings, 2023 | 17 | 2023 |
| Tele-Knowledge Pre-training for Fault Analysis Z Chen, W Zhang, Y Huang, M Chen, Y Geng, H Yu, Z Bi, Y Zhang, Z Yao, ... ICDE '23, 2022 | 17 | 2022 |
Wen ZhangZhejiang UniversityVerified email at zju.edu.cn
