K-Means Clustering for Controversial Issues Merging in Chinese Legal Texts. - Xin Tian 011; Yin Fang; Yang Weng; Yawen Luo; Huifang Cheng; Zhu Wang 007 (JURIX, 2018)

Bayesian Non-Parametric Classification With Tree-Based Feature Transformation for NIPPV Efficacy Prediction in COPD Patients. - Yang Weng; Yin Fang; Haiying Yan; Yang Yang; Wenxing Hong (IEEE Access, 2019)

Few-Shot Learning for Chinese Legal Controversial Issues Classification. - Yin Fang; Xin Tian 011; Hao Wu 045; Songyuan Gu; Zhu Wang 007; Feng Wang; Junliang Li; Yang Weng (IEEE Access, 2020)

Knowledge-aware Contrastive Molecular Graph Learning. - Yin Fang; Haihong Yang; Xiang Zhuang; Xin Shao; Xiaohui Fan; Huajun Chen (CoRR, 2021)

Molecular Contrastive Learning with Chemical Element Knowledge Graph. - Yin Fang; Qiang Zhang 026; Haihong Yang; Xiang Zhuang; Shumin Deng; Wen Zhang 015; Ming Qin; Zhuo Chen 007; Xiaohui Fan; Huajun Chen (AAAI, 2022)

LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection. - Zhuo Chen 007; Yufeng Huang; Jiaoyan Chen 001; Yuxia Geng; Yin Fang; Jeff Z. Pan; Ningyu Zhang 001; Wen Zhang 015 (IJCKG, 2022)

Design and evaluation of an autonomic nerve monitoring system based on skin sympathetic nerve activity. - Yantao Xing; Yike Zhang; Chenxi Yang; Jianqing Li 002; Yuwen Li 002; Chang Cui; Jiayi Li; Hongyi Cheng; Yin Fang; Cheng Cai; Minglong Chen; Chengyu Liu 001 (Biomed. Signal Process. Control., 2022)

Data-driven prediction of soliton solutions of the higher-order NLSE via the strongly-constrained PINN method. - Yin Fang; Yue-Yue Wang; Wei Liu; Chao-Qing Dai (Comput. Math. Appl., 2022)

Knowledge-informed Molecular Learning: A Survey on Paradigm Transfer. - Yin Fang; Qiang Zhang 026; Zhuo Chen 007; Xiaohui Fan; Huajun Chen (CoRR, 2022)

DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning. - Zhuo Chen 007; Yufeng Huang; Jiaoyan Chen 001; Yuxia Geng; Wen Zhang 015; Yin Fang; 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; Yuxia Geng; Jeff Z. Pan; Wenting Song; Huajun Chen (CoRR, 2022)

DUET: Cross-Modal Semantic Grounding for Contrastive Zero-Shot Learning. - Zhuo Chen 007; Yufeng Huang; Jiaoyan Chen 001; Yuxia Geng; Wen Zhang 015; Yin Fang; Jeff Z. Pan; Huajun Chen (AAAI, 2023)

Graph Sampling-based Meta-Learning for Molecular Property Prediction. - Xiang Zhuang; Qiang Zhang 026; Bin Wu 025; Keyan Ding; Yin Fang; Huajun Chen (IJCAI, 2023)

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)

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)

Domain-Agnostic Molecular Generation with Self-feedback. - Yin Fang; Ningyu Zhang 001; Zhuo Chen 007; Xiaohui Fan; Huajun Chen (CoRR, 2023)

Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering. - Yichi Zhang 009; Zhuo Chen 007; Yin Fang; Lei Cheng 005; Yanxi Lu; Fangming Li; Wen Zhang 015; Huajun Chen (CoRR, 2023)

Knowledge graph-enhanced molecular contrastive learning with functional prompt. - Yin Fang; Qiang Zhang 026; Ningyu Zhang 001; Zhuo Chen 007; Xiang Zhuang; Xin Shao; Xiaohui Fan; Huajun Chen (Nat. Mac. Intell., 2023)

BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning. - Qizhi Pei; Lijun Wu 003; Kaiyuan Gao; Xiaozhuan Liang; Yin Fang; Jinhua Zhu 001; Shufang Xie 003; Tao Qin 001; Rui Yan 001 (ACL (Findings), 2024)

Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering. - Yichi Zhang 009; Zhuo Chen 007; Yin Fang; Yanxi Lu; Fangming Li; Wen Zhang 015; Huajun Chen (ACL (Findings), 2024)

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

Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models. - Yin Fang; Xiaozhuan Liang; Ningyu Zhang 001; Kangwei Liu; Rui Huang; Zhuo Chen 007; 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)

Knowledge-Informed Molecular Learning: A Survey on Paradigm Transfer. - Yin Fang; Zhuo Chen 007; Xiaohui Fan; Ningyu Zhang 001; Huajun Chen (KSEM (1), 2024)

DRAK: Unlocking Molecular Insights with Domain-Specific Retrieval-Augmented Knowledge in LLMs. - Jinzhe Liu; Xiangsheng Huang; Zhuo Chen 007; Yin Fang (NLPCC (2), 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)

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)

The Future of Molecular Studies through the Lens of Large Language Models. - Jinlu Zhang; Yin Fang; Xin Shao; Huajun Chen; Ningyu Zhang 001; Xiaohui Fan (J. Chem. Inf. Model., 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)

An Implantable Fully-Packaged Current-Controlled Wireless Near-Adiabatic Neural Stimulator Achieving 71.7% Peak Efficiency and 13.5% Efficiency Variation Across Supported Stimulation Current Range. - Hong Liao; Wentao Ma; Xiaoxu Yang; Jianfang Nie; Bingfang Wang; Zhiqiang Chang; Yin Fang; Miao Meng (CICC, 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)

Vision transformer-based multimodal fusion network for classification of tumor malignancy on breast ultrasound: A retrospective multicenter study. - Mengying Li; Yin Fang; Jiong Shao; Yan Jiang; Guoping Xu; Xin-wu Cui; Xinglong Wu (Int. J. Medical Informatics, 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)

A Multi-Modal AI Copilot for Single-Cell Analysis with Instruction Following. - Yin Fang; Xinle Deng; Kangwei Liu; Ningyu Zhang 001; Jingyang Qian; Penghui Yang; Xiaohui Fan; Huajun Chen (CoRR, 2025)

RAG-Gym: Optimizing Reasoning and Search Agents with Process Supervision. - Guangzhi Xiong; Qiao Jin 001; Xiao Wang; Yin Fang; Haolin Liu; Yifan Yang 006; Fangyuan Chen; Zhixing Song; Dengyu Wang; Minjia Zhang; Zhiyong Lu; Aidong Zhang (CoRR, 2025)

Multi-Scale Target-Aware Representation Learning for Fundus Image Enhancement. - Haofan Wu; Yin Huang; Yuqing Wu; Qiuyu Yang; Bingfang Wang; Li Zhang; Muhammad Fahadullah Khan; Ali Zia; M. Saleh Memon; Syed Sohail Bukhari; Abdul Fattah Memon; Daizong Ji; et al. (CoRR, 2025)

Benchmarking Retrieval-Augmented Generation for Chemistry. - Xianrui Zhong; Bowen Jin; Siru Ouyang; Yanzhen Shen; Qiao Jin 001; Yin Fang; Zhiyong Lu; Jiawei Han 001 (CoRR, 2025)

Cell-o1: Training LLMs to Solve Single-Cell Reasoning Puzzles with Reinforcement Learning. - Yin Fang; Qiao Jin 001; Guangzhi Xiong; Bowen Jin; Xianrui Zhong; Siru Ouyang; Aidong Zhang; Jiawei Han 001; Zhiyong Lu (CoRR, 2025)

Knowledge-guided Contextual Gene Set Analysis Using Large Language Models. - Zhizheng Wang; Chi-Ping Day; Chih-Hsuan Wei; Qiao Jin 001; Robert Leaman; Yifan Yang 006; Shubo Tian; Aodong Qiu; Yin Fang; Qingqing Zhu; Xinghua Lu 001; Zhiyong Lu (CoRR, 2025)