A Study of Semi-discrete Matrix Decomposition for LSI in Automated Text Categorization. - Qiang Wang 001; Xiaolong Wang 001; Yi Guan (IJCNLP, 2004)

Chinese Word Segmentation based on Mixing Model. - Wei Jiang; Jian Zhao; Yi Guan; Zhiming Xu (SIGHAN@IJCNLP 2005, 2005)

Automatic Text Summarization Based on Lexical Chains. - Yanmin Chen; Xiaolong Wang 001; Yi Guan (ICNC (1), 2005)

Insun05QA on QA Track of TREC 2005. - Yuming Zhao; Zhiming Xu; Yi Guan; Peng Li (TREC, 2005)

A Pragmatic Chinese Word Segmentation System. - Wei Jiang 036; Yi Guan; Xiaolong Wang 001 (SIGHAN@COLING/ACL, 2006)

Biomedical Named Entities Recognition Using Conditional Random Fields Model. - Chengjie Sun; Yi Guan; Xiaolong Wang 001; Lei Lin 001 (FSKD, 2006)

An Improved Feature Representation Method for Maximum Entropy Model. - Yi Guan; Jian Zhao (ICDM Workshops, 2006)

Conditional Random Fields Based Label Sequence and Information Feedback. - Wei Jiang 036; Yi Guan; Xiaolong Wang 001 (ICIC (2), 2006)

An Improved Unknown Word Recognition Model based on Multi-Knowledge Source Method. - Wei Jiang 036; Yi Guan; Xiaolong Wang 001 (ISDA (2), 2006)

SVM-Based Spam Filter with Active and Online Learning. - Qiang Wang 001; Yi Guan; Xiaolong Wang 001 (TREC, 2006)

InsunQA06 on QA Track of TREC 2006. - Yuming Zhao; Zhiming Xu; Peng Li; Yi Guan (TREC, 2006)

A Pragmatic Chinese Word Segmentation Approach Based on Mixing Models. - Wei Jiang 036; Yi Guan; Xiaolong Wang 001 (Int. J. Comput. Linguistics Chin. Lang. Process., 2006)

Exploring efficient feature inference and compensation in text classification. - Qiang Wang 001; Yi Guan; Xiaolong Wang 001 (J. Chin. Lang. Comput., 2006)

A Probabilistic Approach to Syntax-based Reordering for Statistical Machine Translation. - Chi-Ho Li; Minghui Li; Dongdong Zhang 001; Mu Li 001; Ming Zhou 001; Yi Guan (ACL, 2007)

Using Maximum Entropy Model to Extract Protein-Protein Interaction Information from Biomedical Literature. - Chengjie Sun; Lei Lin 001; Xiaolong Wang 001; Yi Guan (ICIC (1), 2007)

An Enhanced Text Analysis Approach in Text-to-Speech Synthesis for Mandarin Chinese. - Wei Jiang 036; Xiaolong Wang 001; Yi Guan; Xiu-Li Pang (ICNC (5), 2007)

Exploiting residue-level and profile-level interface propensities for usage in binding sites prediction of proteins. - Qiwen Dong; Xiaolong Wang 001; Lei Lin 001; Yi Guan (BMC Bioinform., 2007)

Rich features based Conditional Random Fields for biological named entities recognition. - Chengjie Sun; Yi Guan; Xiaolong Wang 001; Lei Lin 001 (Comput. Biol. Medicine, 2007)

Recent advances on NLP research in Harbin Institute of Technology. - Tiejun Zhao; Yi Guan; Ting Liu 001; Qiang Wang 001 (Frontiers Comput. Sci. China, 2007)

A New Measurement of Systematic Similarity. - Yi Guan; Xiaolong Wang 001; Qiang Wang 001 (IEEE Trans. Syst. Man Cybern. Part A, 2008)

An Overview of Learning to Rank for Information Retrieval. - Xishuang Dong; Xiaodong Chen; Yi Guan; Zhiming Yu; Sheng Li (CSIE (3), 2009)

Complete Syntactic Analysis Bases on Multi-level Chunking. - Zhipeng Jiang; Yu Zhao; Yi Guan; Chao Li; Sheng Li (CIPS-SIGHAN, 2010)

Selecting Optimal Feature Template Subset for CRFs. - Xingjun Xu; Guanglu Sun; Yi Guan; Xishuang Dong; Sheng Li (CIPS-SIGHAN, 2010)

Hardware implementation for scalable lookahead Regular Expression detection. - Masanori Bando; N. Sertac Artan; Nishit Mehta; Yi Guan; H. Jonathan Chao (IPDPS Workshops, 2010)

HIT_LTRC at TREC 2010 Blog Track: Faceted Blog Distillation. - Jinfeng Yang; Xishuang Dong; Yi Guan; Chengzhen Huang; Sheng Wang (TREC, 2010)

Automatically Generating Questions from Queries for Community-based Question Answering. - Shiqi Zhao; Haifeng Wang 001; Chao Li; Ting Liu 001; Yi Guan (IJCNLP, 2011)

HIT_LTRC at TREC 2011 Microblog Track. - Yun Li; Xishuang Dong; Yi Guan (TREC, 2011)

Set-Similarity Joins Based Semi-supervised Sentiment Analysis. - Xishuang Dong; Qibo Zou; Yi Guan (ICONIP (1), 2012)

Reserved Self-training: A Semi-supervised Sentiment Classification Method for Chinese Microblogs. - Zhiguang Liu; Xishuang Dong; Yi Guan; Jinfeng Yang (IJCNLP, 2013)

Multi-robot task allocation using CNP combines with neural network. - Quande Yuan; Yi Guan; Bingrong Hong; Xiangping Meng (Neural Comput. Appl., 2013)

Representing Words as Lymphocytes. - Jinfeng Yang; Yi Guan; Xishuang Dong; Bin He 005 (AAAI, 2014)

Developing a linguistically annotated corpus of Chinese electronic medical record. - Zhipeng Jiang; Fangfang Zhao; Yi Guan (BIBM, 2014)

Lymphocyte-style word representations. - Jinfeng Yang; Yi Guan; Xishuang Dong (ICIA, 2014)

Words Are Analogous To Lymphocytes: A Multi-Word-Agent Autonomous Learning Model. - Jinfeng Yang; Xishuang Dong; Yi Guan (ICSEng, 2014)

Transfer learning based clinical concept extraction on data from multiple sources. - Xinbo Lv; Yi Guan; Benyang Deng (J. Biomed. Informatics, 2014)

WI-ENRE in CLEF eHealth Evaluation Lab 2015: Clinical Named Entity Recognition Based on CRF. - Jingchi Jiang; Yi Guan; Chao Zhao 002 (CLEF (Working Notes), 2015)

DroidChain: A novel malware detection method for Android based on behavior chain. - Zhaoguo Wang; Chenglong Li 001; Yi Guan; Yibo Xue (CNS, 2015)

HIT-WI at TREC 2015 Clinical Decision Support Track. - Jingchi Jiang; Yi Guan; Jia Su; Chao Zhao 002; Jinfeng Yang (TREC, 2015)

A humanoid robot path planning method based on virtual force-directed particle swarm optimisation. - Xiandong Xu; Yi Guan; Bingrong Hong; Wende Ke; Songhao Piao (Int. J. Wirel. Mob. Comput., 2015)

CRFs based de-identification of medical records. - Bin He 005; Yi Guan; Jianyi Cheng; Keting Cen; Wenlan Hua (J. Biomed. Informatics, 2015)

A Bootstrapping Approach to Symptom Entity Extraction on Chinese Electronic Medical Records. - Tianyi Qin; Yi Guan (CCL, 2016)

ActivityHijacker: Hijacking the Android Activity Component for Sensitive Data. - Zhaoguo Wang; Chenglong Li 001; Yi Guan; Yibo Xue; Yingfei Dong (ICCCN, 2016)

Developing a cardiovascular disease risk-factors annotated corpus of Chinese electronic medical records. - Jia Su; Bin He 005; Yi Guan; Jingchi Jiang; Jinfeng Yang (CoRR, 2016)

Multi-objective optimisation for humanoid robot motion planning. - Xiandong Xu; Yi Guan; Bingrong Hong; Wende Ke; Qiubo Zhong; Songhao Piao (Int. J. Wirel. Mob. Comput., 2016)

A novel method of natural landmark extraction and description for vSLAM. - Quande Yuan; Yi Guan; Bingrong Hong; Songhao Piao; Ze-Su Cai (Int. J. Wirel. Mob. Comput., 2016)

DroidChain: A novel Android malware detection method based on behavior chains. - Zhaoguo Wang; Chenglong Li 001; Zhenlong Yuan; Yi Guan; Yibo Xue (Pervasive Mob. Comput., 2016)

Transfer bi-directional LSTM RNN for named entity recognition in Chinese electronic medical records. - Xishuang Dong; Shanta Chowdhury; Lijun Qian; Yi Guan; Jinfeng Yang; Qiubin Yu (Healthcom, 2017)

Constructing a Hierarchical User Interest Structure Based on User Profiles. - Chao Zhao 002; Min Zhao; Yi Guan (ICDM Workshops, 2017)

Humanoid robot localization based on hybrid map. - Xiandong Xu; Bingrong Hong; Yi Guan (SPAC, 2017)

A study of EMR-based medical knowledge network and its applications. - Chao Zhao 002; Jingchi Jiang; Zhiming Xu; Yi Guan (Comput. Methods Programs Biomed., 2017)

Learning and inference in knowledge-based probabilistic model for medical diagnosis. - Jingchi Jiang; Chao Zhao 002; Yi Guan; Qiubin Yu (CoRR, 2017)

De-identification of medical records using conditional random fields and long short-term memory networks. - Zhipeng Jiang; Chao Zhao 002; Bin He 005; Yi Guan; Jingchi Jiang (CoRR, 2017)

EMR-based medical knowledge representation and inference via Markov random fields and distributed representation learning. - Chao Zhao 002; Jingchi Jiang; Yi Guan (CoRR, 2017)

Classification of entities via their descriptive sentences. - Chao Zhao 002; Min Zhao; Yi Guan (CoRR, 2017)

Building a comprehensive syntactic and semantic corpus of Chinese clinical texts. - Bin He 005; Bin Dong 003; Yi Guan; Jinfeng Yang; Zhipeng Jiang; Qiubin Yu; Jianyi Cheng; Chunyan Qu (J. Biomed. Informatics, 2017)

Learning and inference in knowledge-based probabilistic model for medical diagnosis. - Jingchi Jiang; Xueli Li; Chao Zhao 002; Yi Guan; Qiubin Yu (Knowl. Based Syst., 2017)

Developing a cardiovascular disease risk factor annotated corpus of Chinese electronic medical records. - Jia Su; Bin He 005; Yi Guan; Jingchi Jiang; Jinfeng Yang (BMC Medical Informatics Decis. Mak., 2017)

Convolutional Gated Recurrent Units for Medical Relation Classification. - Bin He 005; Yi Guan; Rui Dai (BIBM, 2018)

EMR-based medical knowledge representation and inference via Markov random fields and distributed representation learning. - Chao Zhao 002; Jingchi Jiang; Yi Guan; Xitong Guo; Bin He 005 (Artif. Intell. Medicine, 2018)

A multitask bi-directional RNN model for named entity recognition on Chinese electronic medical records. - Shanta Chowdhury; Xishuang Dong; Lijun Qian; Xiangfang Li; Yi Guan; Jinfeng Yang; Qiubin Yu (BMC Bioinform., 2018)

Max-margin weight learning for medical knowledge network. - Jingchi Jiang; Jing Xie 012; Chao Zhao 002; Jia Su; Yi Guan; Qiubin Yu (Comput. Methods Programs Biomed., 2018)

Classifying medical relations in clinical text via convolutional neural networks. - Bin He 005; Yi Guan; Rui Dai (Artif. Intell. Medicine, 2019)

Extraction of risk factors for cardiovascular diseases from Chinese electronic medical records. - Jia Su; Jinpeng Hu; Jingchi Jiang; Jing Xie 012; Yang Yang 137; Bin He 005; Jinfeng Yang; Yi Guan (Comput. Methods Programs Biomed., 2019)

Synchronization of Complex Dynamical Networks with Actuator Saturation by Using Sampled-Data Control. - Yi Guan; Yuanqing Wu 003; Hao Wu; Yanzhou Li; Shenghuang He (Circuits Syst. Signal Process., 2019)

A Hybrid Model for Clinical Concept Normalization. - Chen Tang; Weile Chen; Chun Sun; Tao Wang 073; Pengfei Li; Jingchi Jiang; Yi Guan (FICTA (2), 2020)

NormCG: A Novel Deep Learning Model for Medical Entity Linking. - Chen Tang; Weile Chen; Tao Wang 073; Chun Sun; Jingchi Jiang; Yi Guan (FICTA (2), 2020)

Path Planning Algorithm of Mobile Robot Based on IAFSA. - Yi Guan; Lei Tan (SPIoT (1), 2020)

Talent Evaluation Model of College Students Based on Big Data Technology. - Lei Tan; Yi Guan (SPIoT (2), 2020)

Optimization of Berth Shore Bridge Allocation Based on Simulated Annealing Algorithm. - Zhichao Xu; Yi Guan (SPIoT (1), 2020)

Effect of Moistures on Space Charge and Trap Level Characteristics of Oil-Impregnated Pressboards. - Yi Guan; Minghe Chi; Jinfeng Zhang; Qian Wang; Xinlao Wei; Qingguo Chen (IEEE Access, 2020)

Medical knowledge embedding based on recursive neural network for multi-disease diagnosis. - Jingchi Jiang; Huanzheng Wang; Jing Xie 012; Xitong Guo; Yi Guan; Qiubin Yu (Artif. Intell. Medicine, 2020)

Learning an expandable EMR-based medical knowledge network to enhance clinical diagnosis. - Jing Xie 012; Jingchi Jiang; Yehan Wang; Yi Guan; Xitong Guo (Artif. Intell. Medicine, 2020)

Do recommender systems function in the health domain: a system review. - Jia Su; Yi Guan; Yuge Li; Weile Chen; He Lv; Yageng Yan (CoRR, 2020)

Sampled-Data Synchronization of Network Systems in Industrial Manufacture. - Yuanqing Wu 003; Yanzhou Li; Shenghuang He; Yi Guan (IEEE Trans. Syst. Man Cybern. Syst., 2020)

AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER. - Weile Chen; Huiqiang Jiang; Qianhui Wu; Börje Karlsson 001; Yi Guan (ACL/IJCNLP (1), 2021)

An Acne Grading Framework on Face Images via Skin Attention and SFNet. - Yi Lin; Yi Guan; Zhaoyang Ma; Haiyan You; Xue Cheng; Jingchi Jiang (BIBM, 2021)

Alignment free sequence comparison methods and reservoir host prediction. - Bill Lee; David K. Smith 001; Yi Guan (Bioinform., 2021)

Clinical decision-making framework against over-testing based on modeling implicit evaluation criteria. - Yang Yang 041; Hongxing Huo; Jingchi Jiang; Xuemei Sun; Yi Guan; Xitong Guo; Xiang Wan; Shengping Liu (J. Biomed. Informatics, 2021)

Investigation of pharmacological mechanism of natural product using pathway fingerprints similarity based on "drug-target-pathway" heterogenous network. - Feifei Guo; Chunhong Jiang; Yujie Xi; Dan Wang; Yi Zhang; Ning Xie; Yi Guan; Fangbo Zhang; Hongjun Yang (J. Cheminformatics, 2021)

Contextual Policy Transfer in Meta-Reinforcement Learning via Active Learning. - Jingchi Jiang; Lian Yan; Xuehui Yu; Yi Guan (WISA, 2022)

Unified Fine-Grained Biomedical Entity Recognition as a Combination of Boundary Detection and Sequence Generation. - Xue Li; Yang Yang 137; Mingchen Ye; Yi Guan; Xuehui Yu; Jingchi Jiang (BIBM, 2022)

Acne Severity Grading on Face Images via Extraction and Guidance of Prior Knowledge. - Yi Lin; Jingchi Jiang; Dongxin Chen; Zhaoyang Ma; Yi Guan; Xiguang Liu; Haiyan You; Jing Yang; Xue Cheng (BIBM, 2022)

CGPG-GAN: An Acne Lesion Inpainting Model for Boosting Downstream Diagnosis. - Yi Lin; Jingchi Jiang; Zhaoyang Ma; Dongxin Chen; Yi Guan; Xiguang Liu; Haiyan You; Jing Yang; Xue Cheng (BIBM, 2022)

Multi-scale Label Attention Network based on Abductive Causal Graph for Disease Diagnosis. - Haotian Wang 007; Yi Guan; Linjiang Ma; Xin Li 012; Jing Xie 012; Jingchi Jiang (BIBM, 2022)

Causal Coupled Mechanisms: A Control Method with Cooperation and Competition for Complex System. - Xuehui Yu; Yi Guan; Xinmiao Yu; Xue Li; Jingchi Jiang (BIBM, 2022)

Gated Tree-based Graph Attention Network (GTGAT) for medical knowledge graph reasoning. - Jingchi Jiang; Tao Wang 073; Boran Wang; Linjiang Ma; Yi Guan (Artif. Intell. Medicine, 2022)

ggmsa: a visual exploration tool for multiple sequence alignment and associated data. - Lang Zhou; Tingze Feng; Shuangbin Xu; Fangluan Gao; Tommy T. Lam; Qianwen Wang; Tianzhi Wu; Huina Huang; Li Zhan; Lin Li; Yi Guan; Zehan Dai; et al. (Briefings Bioinform., 2022)

KIEGLFN: A unified acne grading framework on face images. - Yi Lin; Jingchi Jiang; Zhaoyang Ma; Dongxin Chen; Yi Guan; Haiyan You; Xue Cheng; Bingmei Liu; Gongning Luo (Comput. Methods Programs Biomed., 2022)

3D multi-scale residual fully convolutional neural network for segmentation of extremely large-sized kidney tumor. - Ehwa Yang; Chan Kyo Kim; Yi Guan; Bang-Bon Koo; Jae-Hun Kim (Comput. Methods Programs Biomed., 2022)

Disease Diagnosis based on Multiple Semantic Relationship Prompt Subgraph. - Jing Xie 012; Xin Li 012; Ye Yuan; Yi Guan; Xitong Guo; Yi Lin (BIBM, 2023)

Efficient Evidence-Based Dialogue System for Medical Diagnosis. - Lian Yan; Yi Guan; Haotian Wang 007; Yi Lin; Jingchi Jiang (BIBM, 2023)

Clarifying Confusion in Acne Severity Grading via Visualized Aggregation and Separation of Deep Representation. - Zeming Zhang; Jingchi Jiang; Ruyue Dong; Chaoran Kong; Yi Guan; Xiguang Liu; Haiyan You; Jing Yang; Yi Lin (BIBM, 2023)

Interpretable Diagnosis of Face Acne via Complementation Learning of Evidence Localization and Severity Level Grading. - Zeming Zhang; Zhuoran Liu; Jingchi Jiang; Chaoran Kong; Yi Guan; Xiguang Liu; Haiyan You; Jing Yang; Yi Lin (BIBM, 2023)

DECAF: An interpretable deep cascading framework for ICU mortality prediction. - Jingchi Jiang; Xuehui Yu; Boran Wang; Linjiang Ma; Yi Guan (Artif. Intell. Medicine, 2023)

Apollo's Oracle: Retrieval-Augmented Reasoning in Multi-Agent Debates. - Haotian Wang 007; Xiyuan Du; Weijiang Yu; Qianglong Chen; Kun Zhu 025; Zheng Chu; Lian Yan; Yi Guan (CoRR, 2023)

LHP: Logical hypergraph link prediction. - Yang Yang 137; Xue Li; Yi Guan; Haotian Wang 007; Chaoran Kong; Jingchi Jiang (Expert Syst. Appl., 2023)

DED: Diagnostic Evidence Distillation for acne severity grading on face images. - Yi Lin; Jingchi Jiang; Dongxin Chen; Zhaoyang Ma; Yi Guan; Xiguang Liu; Haiyan You; Jing Yang (Expert Syst. Appl., 2023)

ARLPE: A meta reinforcement learning framework for glucose regulation in type 1 diabetics. - Xuehui Yu; Yi Guan; Lian Yan; Shulang Li; Xuelian Fu; Jingchi Jiang (Expert Syst. Appl., 2023)

Dialogues Are Not Just Text: Modeling Cognition for Dialogue Coherence Evaluation. - Xue Li; Jia Su; Yang Yang 137; Zipeng Gao; Xinyu Duan; Yi Guan (AAAI, 2024)

ARRS: Adaptive Representation and Relevance Scoring Enhance Whole Slide Image Classification using Multi-Instance Learning. - Chaoran Kong; Jingchi Jiang; Peng Chen; Yi Guan; Xiguang Liu; Haiyan You; Yunyun Cao; Yang Yang 041; Yi Lin (BIBM, 2024)

Forecasting Influenza Like Illness based on White-Box Transformers. - Rujia Shen; Yaoxiong Lin; Boran Wang; Liangliang Liu; Yi Guan; Jingchi Jiang (BIBM, 2024)

Blood Glucose Control Via Pre-trained Counterfactual Invertible Neural Networks. - Jingchi Jiang; Rujia Shen; Boran Wang; Yi Guan (CoRR, 2024)

Causal prompting model-based offline reinforcement learning. - Xuehui Yu; Yi Guan; Rujia Shen; Xin Li; Chen Tang; Jingchi Jiang (CoRR, 2024)

ProSpec RL: Plan Ahead, then Execute. - Liangliang Liu; Yi Guan; Boran Wang; Rujia Shen; Yi Lin; Chaoran Kong; Lian Yan; Jingchi Jiang (CoRR, 2024)

Causal Discovery from Time-Series Data with Short-Term Invariance-Based Convolutional Neural Networks. - Rujia Shen; Boran Wang; Chao Zhao 002; Yi Guan; Jingchi Jiang (CoRR, 2024)

An interactive food recommendation system using reinforcement learning. - Liangliang Liu; Yi Guan; Zi Wang; Rujia Shen; Guowei Zheng; Xuelian Fu; Xuehui Yu; Jingchi Jiang (Expert Syst. Appl., 2024)

Knowledge-based dynamic prompt learning for multi-label disease diagnosis. - Jing Xie 012; Xin Li 012; Ye Yuan; Yi Guan; Jingchi Jiang; Xitong Guo; Xin Peng (Knowl. Based Syst., 2024)

Robust expansion of phylogeny for fast-growing genome sequence data. - Yongtao Ye; Marcus H. Shum; Joseph L. Tsui; Guangchuang Yu; David K. Smith; Huachen Zhu; Joseph T. Wu; Yi Guan; Tommy Tsan-Yuk Lam (PLoS Comput. Biol., 2024)

An active learning Kriging-based multipoint sampling strategy for structural reliability analysis. - Zongrui Tian; Pengpeng Zhi; Yi Guan; Xinghua He (Qual. Reliab. Eng. Int., 2024)

EIRAD: An Evidence-Based Dialogue System With Highly Interpretable Reasoning Path for Automatic Diagnosis. - Lian Yan; Yi Guan; Haotian Wang 007; Yi Lin; Yang Yang 137; Boran Wang; Jingchi Jiang (IEEE J. Biomed. Health Informatics, 2024)

Agri-CM³: A Chinese Massive Multi-modal, Multi-level Benchmark for Agricultural Understanding and Reasoning. - Haotian Wang; Yi Guan; Fanshu Meng; Chao Zhao; Lian Yan; Yang Yang 041; Jingchi Jiang (ACL (1), 2025)

RLKGF: Reinforcement Learning from Knowledge Graph Feedback Without Human Annotations. - Lian Yan; Chen Tang; Yi Guan; Haotian Wang 007; Songyuan Wang; Haifeng Liu; Yang Yang 137; Jingchi Jiang (ACL (Findings), 2025)

AD2QT: Online Task Allocation Based on Transformer and Deep Reinforcement Learning in Mobile Crowdsensing. - Yuhong Tan; Tao Peng 011; Zeyu Chi; Xingyi Wu; Yi Guan (ICIC (9), 2025)

Multi-modal multi-agent debate-based dialectical knowledge transfer learning. - Haotian Wang 007; Weijiang Yu; Xiyuan Du; Qianglong Chen; Zheng Chu; Lian Yan; Jingchi Jiang; Yi Guan (Appl. Soft Comput., 2025)

A bidirectional reasoning approach for blood glucose control via invertible neural networks. - Jingchi Jiang; Rujia Shen; Yang Yang 137; Boran Wang; Yi Guan (Comput. Methods Programs Biomed., 2025)

The short-term wind power prediction based on a multi-layer stacked model of BO CNN-BiGRU-SA. - Wen Chen; Hongquan Huang; Xingke Ma; Xinhang Xu; Yi Guan; Guorui Wei; Lin Xiong; Chenglin Zhong; Dejie Chen; Zhonglin Wu (Digit. Signal Process., 2025)

Causal discovery based on hierarchical reinforcement learning. - Jingchi Jiang; Rujia Shen; Chao Zhao 002; Yi Guan; Xuehui Yu; Xuelian Fu (Expert Syst. Appl., 2025)

Modeling clinical thinking based on knowledge hypergraph attention network and prompt learning for disease prediction. - Yang Yang 137; Xin Li 012; Haotian Wang 007; Xue Li; Yi Guan; Jingchi Jiang (Expert Syst. Appl., 2025)

Learning to break: Knowledge-enhanced reasoning in multi-agent debate system. - Haotian Wang 007; Xiyuan Du; Weijiang Yu; Qianglong Chen; Kun Zhu 025; Zheng Chu; Lian Yan; Yi Guan (Neurocomputing, 2025)

Quality-Controllable automatic construction method of Chinese knowledge graph for medical decision-making applications. - Xue Li; Ye Yuan; Yang Yang 137; Yi Guan; Haotian Wang 007; Jingchi Jiang; Huaizhang Shi; Xiguang Liu (Inf. Process. Manag., 2025)

Knowledge assimilation: Implementing knowledge-guided agricultural large language model. - Jingchi Jiang; Lian Yan; Haifeng Liu; Zhenbo Xia; Haotian Wang 007; Yang Yang 137; Yi Guan (Knowl. Based Syst., 2025)

Hierarchical Causal Discovery From Large-Scale Observed Variables. - Rujia Shen; Muhan Li; Chao Zhao 002; Boran Wang; Yi Guan; Jie Liu 001; Jingchi Jiang (IEEE Trans. Knowl. Data Eng., 2025)

AgriEval: A Comprehensive Chinese Agricultural Benchmark for Large Language Models. - Lian Yan; Haotian Wang; Chen Tang; Haifeng Liu; Tianyang Sun; Liangliang Liu; Yi Guan; Jingchi Jiang (CoRR, 2025)