Yi-Jia Zhang

68 papers A* 1Journal 56Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
CNER-Omni: A unified dynamic modality learning framework for Chinese named entity recognition across text and speech.
Neural Networks
Jinzhong Ning, Wenxuan Mu, Songtao Li, Yi-Jia Zhang, Ling Luo, Yuanyuan Sun, Mingyu Lu, Hongfei Lin
2026 J jnl
DFHD: dual-granularity fusion network using historical drugs for drug recommendation.
Expert Syst. Appl.
Kang An, Mingyu Lu, Yankai Tian, Yi-Jia Zhang
2026 J jnl
KEGCL: Knowledge-Enhanced Graph Contrastive Learning for Protein Complex Identification.
IEEE J. Biomed. Health Informatics
Yanchen Qu, Shilong Wang, Hai Cui, Meilin Li, Yi-Jia Zhang
2026 J jnl
MambaGen: Efficient visual representation learning for automatic radiology report generation.
Expert Syst. Appl.
Xiaodi Hou, Xiaobo Li, Simiao Wang, Mingyu Lu, Hongfei Lin, Yi-Jia Zhang
2026 J jnl
Masking-guided source-free domain adaptation for nighttime semantic segmentation.
Digit. Signal Process.
Xichao Li, Simiao Wang, Yi-Jia Zhang, Mingyu Lu, Yunan Liu
2026 J jnl
Modality fusion using auxiliary tasks for dementia detection.
Comput. Speech Lang.
Hangshou Shao, Yilin Pan, Yue Wang, Yi-Jia Zhang
2026 J jnl
Multi-modal contrastive learning based on molecular and textual data for drug response prediction.
Neural Networks
Meiyu Duan, Xiaobo Li, Xiaodi Hou, Yanchen Qu, Hai Cui, Yi-Jia Zhang
2026 J jnl
Multi-stage reasoning framework for biomedical document-level relation extraction with dynamic memory mechanism.
Eng. Appl. Artif. Intell.
Xinyuan Sun, Jianyuan Yuan, Jinzhong Ning, Yi-Jia Zhang
2026 J jnl
PCNet: A composite backbone for 3D point cloud representation learning.
Pattern Recognit.
Jingkun Yan, Hongwei Ge, Chunguo Wu, Xinye Cai, Yi-Jia Zhang
2026 J jnl
Relation-aware pre-trained network with hierarchical aggregation mechanism for cold-start drug recommendation.
Neural Networks
Xiaobo Li, Xiaodi Hou, Shilong Wang, Hongfei Lin, Yi-Jia Zhang
2026 J jnl
SEGA: Selective cross-lingual representation via sparse guided attention for low-resource multilingual named entity recognition.
Inf. Process. Manag.
Paerhati Tulajiang, Jinzhong Ning, Yuanyuan Sun, Liang Yang, Yuanyu Zhang, Kelaiti Xiao, Zhixing Lu, Yi-Jia Zhang, Hongfei Lin
2025 J jnl
A Multi-Agent LLM Framework for Multi-Domain Low-Resource In-Context NER via Knowledge Retrieval, Disambiguation and Reflective Analysis.
CoRR
Wenxuan Mu, Jinzhong Ning, Di Zhao, Yi-Jia Zhang
2025 J jnl
An Interpretable Complex Knowledge Multi-Hop Reasoning Model for Predicting Synthetic Lethality in Human Cancers.
IEEE Trans. Comput. Biol. Bioinform.
Junkai Cheng, Yi-Jia Zhang, Hengyi Zhang, Yifan Peng, Mingyu Lu
2025 J jnl
CEFM: CLIP Encoded Fusion Model for multimodal humor recognition on memes.
Multim. Tools Appl.
Shuo Hou, Yi-Jia Zhang, Mengyi Wang, Hongfei Lin, Mingyu Lu
2025 J jnl
Fuzzy-DDI: A robust fuzzy logic query model for complex drug-drug interaction prediction.
Artif. Intell. Medicine
Junkai Cheng, Yi-Jia Zhang, Hengyi Zhang, Mingyu Lu
2025 J jnl
HIN-MTDTI: Heterogeneous Information Networks for Multitask Drug-Target Interaction Prediction.
IEEE Trans. Comput. Biol. Bioinform.
Jiejin Deng, Huimin Yu, Jing Zhang, Mingyu Lu, Yi-Jia Zhang
2025 J jnl
Heterogeneous graph contrastive learning with gradient balance for drug repositioning.
Briefings Bioinform.
Hai Cui, Meiyu Duan, Haijia Bi, Xiaobo Li, Xiaodi Hou, Yi-Jia Zhang
2025 J jnl
Knowledge enhanced representation learning network for drug recommendation.
Inf. Process. Manag.
Xiaobo Li, Xiaodi Hou, Fanjun Meng, Xiaokun Zhang, Mingyu Lu, Hongfei Lin, Yi-Jia Zhang
2025 A* conf
LLM-Driven Implicit Target Augmentation and Fine-Grained Contextual Modeling for Zero-Shot and Few-Shot Stance Detection.
EMNLP
Yanxu Ji, Jinzhong Ning, Yi-Jia Zhang, Zhi Liu, Hongfei Lin
2025 J jnl
Manifold knowledge-guided feature fusion network for multimodal sentiment analysis.
Expert Syst. Appl.
Xingang Wang, Mengyi Wang, Hai Cui, Yi-Jia Zhang
2025 J jnl
Multi-View Contrastive Learning for Drug Repositioning on Heterogeneous Biological Networks.
IEEE J. Biomed. Health Informatics
Hai Cui, Haijia Bi, Meiyu Duan, Shilong Wang, Yanchen Qu, Yi-Jia Zhang
2025 J jnl
Multi-source medical knowledge adaptive fusion network for combinatorial medication recommendation.
Appl. Intell.
Yiming Zhou, Jiedong Wei, Xiaodi Hou, Meiyu Duan, Yi-Jia Zhang
2025 J jnl
Multitask gated interactive network for automatic international classification of diseases coding with dual denoising mechanism.
Eng. Appl. Artif. Intell.
Xiaobo Li, Yi-Jia Zhang, Xiaodi Hou, Shilong Wang, Wen Qu
2025 J jnl
Negative sampling strategy based on multi-hop neighbors for graph representation learning.
Expert Syst. Appl.
Kaiyu Zhang, Guoming Sang, Junkai Cheng, Zhi Liu, Yi-Jia Zhang
2025 J jnl
Recalibrated cross-modal alignment network for radiology report generation with weakly supervised contrastive learning.
Expert Syst. Appl.
Xiaodi Hou, Xiaobo Li, Zhi Liu, Shengtian Sang, Mingyu Lu, Yi-Jia Zhang
2025 J jnl
Robust spurious drug-drug interaction detection via chi-square-guided bidirectional attention mechanism.
Eng. Appl. Artif. Intell.
Wei-Yu Shi, Yi-Jia Zhang, Jin-Zhong Ning
2025 J jnl
Semantic-Enhanced Graph Contrastive Learning With Adaptive Denoising for Drug Repositioning.
IEEE J. Biomed. Health Informatics
Huimin Yu, Mingyu Lu, Zeqian Li, Yi-Jia Zhang
2025 J jnl
Sign-Aware Graph Contrastive Learning for Drug Repositioning.
IEEE J. Biomed. Health Informatics
Hai Cui, Meiyu Duan, Jianyuan Yuan, Ziwei Ma, Yi-Jia Zhang
2025 J jnl
Towards robust drug recommendation based on dual perspective encoder and iterative denoising mechanism.
Expert Syst. Appl.
Xiaobo Li, Fanjun Meng, Jiedong Wei, Yi-Jia Zhang
2024 J jnl
A Transformer-Based Model With Self-Distillation for Multimodal Emotion Recognition in Conversations.
IEEE Trans. Multim.
Hui Ma, Jian Wang, Hongfei Lin, Bo Zhang, Yi-Jia Zhang, Bo Xu
2024 J jnl
A doctor's diagnosis experience enhanced transformer model for automatic diagnosis.
Eng. Appl. Artif. Intell.
Fuxi Zhang, Guoming Sang, Zhi Liu, Hongfei Lin, Yi-Jia Zhang
2024 J jnl
A dual-channel multimodal sentiment analysis framework based on three-way decision.
Eng. Appl. Artif. Intell.
Xingang Wang, Mengyi Wang, Hai Cui, Yi-Jia Zhang
2024 J jnl
A meta-contrastive learning with data augmentation framework for zero-shot stance detection.
Expert Syst. Appl.
Chunling Wang, Yi-Jia Zhang, Shilong Wang
2024 J jnl
Comparative learning based stance agreement detection framework for multi-target stance detection.
Eng. Appl. Artif. Intell.
Guantong Liu, Yi-Jia Zhang, Chunling Wang, Mingyu Lu, Huan-Ling Tang
2024 — conf
Dual-Granularity Hierarchical Fusion Network for Multimodal Humor Recognition on Memes.
CCIR
Mengyi Wang, Shuo Hou, Hongfei Lin, Yi-Jia Zhang
2024 — conf
Hybrid Attention Knowledge Fusion Network for Automated Medical Code Assignment.
ISBRA (1)
Shilong Wang, Xiaobo Li, Wen Qu, Hongfei Lin, Yi-Jia Zhang
2024 J jnl
IMAEN: An interpretable molecular augmentation model for drug-target interaction prediction.
Expert Syst. Appl.
Jing Zhang, Zhi Liu, Yaohua Pan, Hongfei Lin, Yi-Jia Zhang
2024 J jnl
Knowledge enhanced attention aggregation network for medicine recommendation.
Comput. Biol. Chem.
Jiedong Wei, Yi-Jia Zhang, Xingwang Li, Mingyu Lu, Hongfei Lin
2024 J jnl
Multidta: drug-target binding affinity prediction via representation learning and graph convolutional neural networks.
Int. J. Mach. Learn. Cybern.
Jiejin Deng, Yi-Jia Zhang, Yaohua Pan, Xiaobo Li, Mingyu Lu
2024 — conf
Relation Extraction Model Based on Overlap Rules and Abductive Learning.
CCIR
Zihui Wei, Yi-Jia Zhang, Mingyu Lu, Hongfei Lin
2024 J jnl
Temporal Protein Complex Identification Based on Dynamic Heterogeneous Protein Information Network Representation Learning.
IEEE ACM Trans. Comput. Biol. Bioinform.
Zeqian Li, Yi-Jia Zhang, Peixuan Zhou
2024 J jnl
TransFOL: A Logical Query Model for Complex Relational Reasoning in Drug-Drug Interaction.
IEEE J. Biomed. Health Informatics
Junkai Cheng, Yi-Jia Zhang, Hengyi Zhang, Shaoxiong Ji, Mingyu Lu
2024 J jnl
Visual Recalibration and Gating Enhancement Network for Radiology Report Generation.
J. Comput. Biol.
Xiaodi Hou, Guoming Sang, Zhi Liu, Xiaobo Li, Yi-Jia Zhang
2023 J jnl
A Domain Knowledge Transformer Model for Occupation Profiling.
Int. J. Comput. Intell. Syst.
Ai Zhou, Yi-Jia Zhang, Mingyu Lu
2023 — conf
Adversarial Network with External Knowledge for Zero-Shot Stance Detection.
CCL
Chunling Wang, Yi-Jia Zhang, Xingyu Yu, Guantong Liu, Fei Chen, Hongfei Lin
2023 J jnl
Automatic International Classification of Diseases Coding via Note-Code Interaction Network with Denoising Mechanism.
J. Comput. Biol.
Xiaobo Li, Yi-Jia Zhang, Xingwang Li, Xianwei Pan, Jian Wang, Mingyu Lu
2023 J jnl
DGCL: Distance-wise and Graph Contrastive Learning for medication recommendation.
J. Biomed. Informatics
Xingwang Li, Yi-Jia Zhang, Xiaobo Li, Hao Wei, Mingyu Lu
2023 J jnl
Extracting Mutant-Affected Protein-Protein Interactions via Gaussian-Enhanced Representation and Contrastive Learning.
J. Comput. Biol.
Da Liu, Yi-Jia Zhang, Ming Yang, Jianyuan Yuan, Wen Qu
2023 — conf
Multi-Visit Interactive Recalibration Network for Drug Recommendation with a Triple Graph Encoder.
BIBM
Xiaobo Li, Yi-Jia Zhang, Xiaodi Hou, Fanjun Meng, Hongfei Lin
2023 J jnl
Protein Complex Identification Based on Heterogeneous Protein Information Network.
J. Comput. Biol.
Peixuan Zhou, Yi-Jia Zhang, Zeqian Li, Kuo Pang, Di Zhao
2023 — conf
Self Question-Answering: Aspect Sentiment Triplet Extraction via a Multi-MRC Framework Based on Rethink Mechanism.
CCL
Fuyao Zhang, Yi-Jia Zhang, Mengyi Wang, Hong Yang, Mingyu Lu, Liang Yang
2023 J jnl
Self-Attention and MLP Auxiliary Convolution for Face Anti-Spoofing.
IEEE Access
Hanqing Gu, Jiayin Chen, Fu-Su Xiao, Yi-Jia Zhang, Zhe-Ming Lu
2022 — conf
Gaussian-Enhanced Representation Model for Extracting Protein-Protein Interactions Affected by Mutations.
ISBRA
Da Liu, Yi-Jia Zhang, Ming Yang, Fei Chen, Mingyu Lu
2022 J jnl
Helmet Wearing State Detection Based on Improved Yolov5s.
Sensors
Yi-Jia Zhang, Fu-Su Xiao, Zhe-Ming Lu
2022 — conf
Heterogeneous PPI Network Representation Learning for Protein Complex Identification.
ISBRA
Peixuan Zhou, Yi-Jia Zhang, Fei Chen, Kuo Pang, Mingyu Lu
2021 J jnl
Correlation of Centralities: A Study through Distinct Graph Robustness.
IEICE Trans. Inf. Syst.
Xin-Ling Guo, Zhe-Ming Lu, Yi-Jia Zhang
2021 J jnl
Hierarchical matching network for multi-turn response selection in retrieval-based chatbots.
Soft Comput.
Hui Ma, Jian Wang, Hongfei Lin, Yi-Jia Zhang
2021 J jnl
Medical code prediction via capsule networks and ICD knowledge.
BMC Medical Informatics Decis. Mak.
Weidong Bao, Hongfei Lin, Yi-Jia Zhang, Jian Wang, Shaowu Zhang
2021 J jnl
Sentence representation with manifold learning for biomedical texts.
Knowl. Based Syst.
Di Zhao, Jian Wang, Hongfei Lin, Yonghe Chu, Yan Wang, Yi-Jia Zhang, Zhihao Yang
2020 J jnl
Biomedical document triage using a hierarchical attention-based capsule network.
BMC Bioinform.
Jian Wang, Mengying Li, Qishuai Diao, Hongfei Lin, Zhihao Yang, Yi-Jia Zhang
2020 J jnl
Incorporating representation learning and multihead attention to improve biomedical cross-sentence n-ary relation extraction.
BMC Bioinform.
Di Zhao, Jian Wang, Yi-Jia Zhang, Xin Wang, Hongfei Lin, Zhihao Yang
2019 J jnl
A supervised term ranking model for diversity enhanced biomedical information retrieval.
BMC Bioinform.
Bo Xu, Hongfei Lin, Liang Yang, Kan Xu, Yi-Jia Zhang, Dongyu Zhang, Zhihao Yang, Jian Wang, Yuan Lin, Fuliang Yin
2017 J jnl
The Structural Vulnerability Analysis of Power Grids Based on Second-Order Centrality.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci.
Zhong-Jian Kang, Yi-Jia Zhang, Xin-Ling Guo, Zhe-Ming Lu
2016 J jnl
The Controllability of Power Grids in Comparison with Classical Complex Network Models.
IEICE Trans. Inf. Syst.
Yi-Jia Zhang, Zhong-Jian Kang, Xin-feng Li, Zhe-Ming Lu
2016 J jnl
The Structural Vulnerability Analysis of Power Grids Based on Overall Information Centrality.
IEICE Trans. Inf. Syst.
Yi-Jia Zhang, Zhong-Jian Kang, Xin-Ling Guo, Zhe-Ming Lu
2015 — conf
A Method of the Detection of Frequency-Hopping Signal Based on Channelized Receiver in the Complicated Electromagnetic Environment.
IIH-MSP
Yi-Jia Zhang, Rui-Ying Liu, Hua-jun Song
2015 — conf
A Security Protocol Applied to Covert Communication Platform and Its Formal Analysis.
COMPSAC Workshops
Yi-Jia Zhang, Rui-Ying Liu, Zhong-Jian Kang, Han Qi
2015 — conf
Application of Dichotomy to Network Partition Based on Sub Network Exchange Gain.
IIH-MSP
Yi-Jia Zhang, Zhong-Jian Kang, Zhen Wu, Zhe-Ming Lu