Yin Fang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 36

Top Topics

Distributed Representations

Question Answering

Top Venues

Publications

Qizhi Pei, Lijun Wu, Kaiyuan Gao, Xiaozhuan Liang, Yin Fang, Jinhua Zhu, Shufang Xie, Tao Qin, Rui Yan
BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning. ACL (Findings) (2024)
Jinlu Zhang, Yin Fang, Xin Shao, Huajun Chen, Ningyu Zhang, Xiaohui Fan
The Future of Molecular Studies through the Lens of Large Language Models. J. Chem. Inf. Model. 64 (3) (2024)
Yin Fang, Ningyu Zhang, Zhuo Chen, Lingbing Guo, Xiaohui Fan, Huajun Chen
Domain-Agnostic Molecular Generation with Chemical Feedback. ICLR (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)
Qizhi Pei, Lijun Wu, Kaiyuan Gao, Xiaozhuan Liang, Yin Fang, Jinhua Zhu, Shufang Xie, Tao Qin, Rui Yan
BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning. 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)
Yin Fang, Kangwei Liu, Ningyu Zhang, Xinle Deng, Penghui Yang, Zhuo Chen, Xiangru Tang, Mark Gerstein, Xiaohui Fan, Huajun Chen
ChatCell: Facilitating Single-Cell Analysis with Natural Language. CoRR (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)
Zhuo Chen, Yichi Zhang, Yin Fang, Yuxia Geng, Lingbing Guo, Xiang Chen, Qian Li, Wen Zhang, Jiaoyan Chen, Yushan Zhu, Jiaqi Li, Xiaoze Liu, Jeff Z. Pan, Ningyu Zhang, Huajun Chen
Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey. CoRR (2024)
Jinzhe Liu, Xiangsheng Huang, Zhuo Chen, Yin Fang
DRAK: Unlocking Molecular Insights with Domain-Specific Retrieval-Augmented Knowledge in LLMs. CoRR (2024)
Yin Fang, Zhuo Chen, Xiaohui Fan, Ningyu Zhang, Huajun Chen
Knowledge-Informed Molecular Learning: A Survey on Paradigm Transfer. KSEM (1) (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)
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. 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, 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)
Yichi Zhang, Zhuo Chen, Yin Fang, Lei Cheng, Yanxi Lu, Fangming Li, Wen Zhang, Huajun Chen
Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering. CoRR (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)
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)
Xiang Zhuang, Qiang Zhang, Bin Wu, Keyan Ding, Yin Fang, Huajun Chen
Graph Sampling-based Meta-Learning for Molecular Property Prediction. CoRR (2023)
Xiang Zhuang, Qiang Zhang, Bin Wu, Keyan Ding, Yin Fang, Huajun Chen
Graph Sampling-based Meta-Learning for Molecular Property Prediction. IJCAI (2023)
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)
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)
Yantao Xing, Yike Zhang, Chenxi Yang, Jianqing Li, Yuwen Li, Chang Cui, Jiayi Li, Hongyi Cheng, Yin Fang, Cheng Cai, Minglong Chen, Chengyu Liu
Design and evaluation of an autonomic nerve monitoring system based on skin sympathetic nerve activity. Biomed. Signal Process. Control. 76 (2022)
Yin Fang, Qiang Zhang, Zhuo Chen, Xiaohui Fan, Huajun Chen
Knowledge-informed Molecular Learning: A Survey on Paradigm Transfer. 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)
Yin Fang, Yue-Yue Wang, Wei Liu, Chao-Qing Dai
Data-driven prediction of soliton solutions of the higher-order NLSE via the strongly-constrained PINN method. Comput. Math. Appl. 127 (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)
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)
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)
Yin Fang, Haihong Yang, Xiang Zhuang, Xin Shao, Xiaohui Fan, Huajun Chen
Knowledge-aware Contrastive Molecular Graph Learning. CoRR (2021)
Yin Fang, Xin Tian, Hao Wu, Songyuan Gu, Zhu Wang, Feng Wang, Junliang Li, Yang Weng
Few-Shot Learning for Chinese Legal Controversial Issues Classification. IEEE Access 8 (2020)
Yang Weng, Yin Fang, Haiying Yan, Yang Yang, Wenxing Hong
Bayesian Non-Parametric Classification With Tree-Based Feature Transformation for NIPPV Efficacy Prediction in COPD Patients. IEEE Access 7 (2019)
Xin Tian, Yin Fang, Yang Weng, Yawen Luo, Huifang Cheng, Zhu Wang
K-Means Clustering for Controversial Issues Merging in Chinese Legal Texts. JURIX (2018)