Multi-agent Based Clinical Knowledge Representation with Its Dynamic Parse and Execution. - Yumin Hu; Liang Xiao 004; Xing Liu; Jianzhou Liu; Zhenzhen Yan; Qiuju Wei; Haifeng Chen (HIS, 2014)

Research on Applications of Multi-Agent System Based on Execution Engine in Clinical Decision-Making. - Zhenzhen Yan; Liang Xiao 004; Jianzhou Liu; Xing Liu; Yumin Hu; Qiuju Wei; Xusong Liu (HIS, 2014)

An Agent-Oriented Data Sharing and Decision Support Service for Hubei Provincial Care Platform. - Liang Xiao 004 (MIWAI, 2015)

Research of Clinical Decision Support System Based on Distributed Environment. - Yiming Yang; Liang Xiao 004; Jingbai Tian (IEEE WISA, 2016)

Image Classification with Deep Belief Networks and Improved Gradient Descent. - Gang Liu 029; Liang Xiao 004; Caiquan Xiong (CSE/EUC (1), 2017)

Application of the neural network in diagnosis of breast cancer based on levenberg-marquardt algorithm. - Zeng Min; Liang Xiao 004; Lin Cao; Hangcheng (SPAC, 2017)

Framework Research on the Implementation of Automated Test User Requirements. - Yiming Xiao; Liang Xiao 004; Zhu Li (CSAI/ICIMT, 2018)

A Semi-Automatic Annotation Method of Effect Clue Words for Chinese Patents Based on Co-Training. - Na Deng; Chunzhi Wang; Mingwu Zhang; Zhiwei Ye; Liang Xiao 004; Jingbai Tian; Desheng Li; Xu Chen (Int. J. Data Warehous. Min., 2018)

Agent Component Reuse Based on Semantics Concept Similarity. - Zuhui Chen; Liang Xiao 004 (ICCMB, 2019)

Research on Decision-making Scheduling Model of Distributed Multi-agent Collaborative Group in Supply Chain Based on Multi-agent System. - Zhu Li; Liang Xiao 004; Yiming Xiao (ICCMB, 2019)

Secure Social Model Based on IRBAC Mobile. - Lin Cao; Liang Xiao 004; Yiming Xiao (ICMSS, 2019)

An Agent-Oriented Group Decision Architecture. - Liang Xiao 004 (KES-AMSTA, 2019)

A Hierarchical Agent Decision Support Model and Its Clinical Application. - Liang Xiao 004 (KES-AMSTA, 2019)

Link Prediction Based on Heuristics and Graph Attention. - Innocent Boakye Ababio; Jianxia Chen; Yu Chen; Liang Xiao 004 (IEEE BigData, 2020)

A Semantic-based Multi-agent Dynamic Interaction Model. - Siming Chen; Liang Xiao 004; Mo Cheng (WSSE, 2020)

Modelling clinical experience data as an evidence for patient-oriented decision support. - Junyi Yang; Liang Xiao 004; Kangning Li (BMC Medical Informatics Decis. Mak., 2020)

Towards Evidence-based Argumentation Graph for Clinical Decision Support. - Liang Xiao 004 (CBMS, 2022)

A goal-driven approach for clinical decision conflict detection and its application to the treatment of multimorbidity. - Yunlong Ye; Liang Xiao 004 (CBMS, 2022)

An Emotion-fused Medical Knowledge Graph and its Application in Decision Support. - Zhang Liu; Liang Xiao 004; Jianxia Chen; He Yu; Yunlong Ye (COMPSAC, 2022)

An Interaction Model for Merging Multi-Agent Argumentation in Shared Clinical Decision Making. - Shengxin Hong; Liang Xiao 004; Jianxia Chen (BIBM, 2023)

A Study of Medical Decision Recommendation Generation and Similarity Fusion Based on CDSS and ChatGPT-4. - Ming Liu; Ziji Liu; Liang Xiao 004; Rujun Zhu; Qianchen Wang; Miaomiao He (BIBM, 2023)

Expanding Medical Knowledge: A Clinical Decision Support System Utilizing Literature. - Zefang Tong; Liang Xiao 004; Jianxia Chen; Zhang Liu; Xiaorui Guo; Pengfei Liu (BIBM, 2023)

The Design of a Multi-Agent Protocol for Swarm Decision Making. - Xiaorui Guo; Liang Xiao 004 (CSCWD, 2023)

An Intelligent Human-Agent Interaction Support System in Medicine. - Pengfei Liu; Liang Xiao 004 (CSCWD, 2023)

A Multimodal Knowledge Graph for Medical Decision Making Centred Around Personal Values. - Zhang Liu; Liang Xiao 004; Jianxia Chen; Lili Song; Peng Qi; Zefang Tong (CSCWD, 2023)

A Novel Interaction Convolutional Network Based on Dependency Trees for Aspect-Level Sentiment Analysis. - Lei Mao; Jianxia Chen; Shi Dong 001; Liang Xiao 004; Haoying Si; Shu Li; Xinyun Wu (ICONIP (2), 2023)

Aspect-level Sentiment Analysis Based on Convolutional Network with Dependency Tree. - Lei Mao; Jianxia Chen; Shi Dong 001; Liang Xiao 004; Haoying Si; Xinyun Wu (SEKE, 2023)

Adversarial Neural Collaborative Filtering with Embedding Dimension Correlations. - Yi Gao; Jianxia Chen; Liang Xiao 004; Hongyang Wang; Liwei Pan; Xuan Wen; Zhiwei Ye; Xinyun Wu (Data Intell., 2023)

Multi-temporal Sequential Recommendation Model Based on the Fused Learning Preferences. - Jianxia Chen; Liwei Pan; Shi Dong 001; Tianci Yu; Liang Xiao 004; Meihan Yao; Shijie Luo (Int. J. Comput. Intell. Syst., 2023)

MedGen: An Explainable Multi-Agent Architecture for Clinical Decision Support through Multisource Knowledge Fusion. - Ziji Liu; Liang Xiao 004; Rujun Zhu; Hang Yang; Miaomiao He (BIBM, 2024)

Interlinking Clinical Guidelines via Mining Medical Literature Knowledge for Multi-Morbidity Decision-Making. - Hang Yang; Liang Xiao 004; Rujun Zhu; Ziji Liu; Jianxia Chen (COMPSAC, 2024)

Click-Through Rate Prediction Based on Filtering-Enhanced with Multi-head Attention. - Meihan Yao; Shuxi Zhang; Lang lv; Jianxia Chen; Mengyu Lu; Gaohang Jiang; Liang Xiao 004; Zhina Song (ICANN (9), 2024)

An Integrated Knowledge Graph for Life Quality and Survival Rate and Its Application in Decision Support. - Miaomiao He; Liang Xiao 004; Hang Yang; Jianxia Chen; Ziji Liu; Rujun Zhu (ICIC (10), 2024)

ArgMed-Agents: Explainable Clinical Decision Reasoning with Large Language Models via Argumentation Schemes. - Shengxin Hong; Liang Xiao 004; Xin Zhang; Jianxia Chen (CoRR, 2024)

Improving Clinical Decision Support: Architecture Design of a Multi-agent System based on an Argument Quality Assessment Ontology. - Pengfei Liu; Liang Xiao 004 (ICSA, 2025)