Towards a Grid-Based Architecture for Traditional Chinese Medicine. - Huajun Chen; Zhaohui Wu 001; Chang Huang; Jiefeng Xu (CLADE, 2003)

KB-Grid: Enabling Knowledge Sharing on the Semantic Web. - Huajun Chen; Zhaohui Wu 001; Jiefeng Xu (CLADE, 2003)

Semantic Rule Service Model: Enabling Intelligence on Grid Architecture. - Qi Gao; Huajun Chen; Zhaohui Wu 001; WeiMing Lin (GCC (2), 2003)

SkyEyes: A Semantic Browser for the KB-Grid. - Yuxin Mao; Zhaohui Wu 001; Huajun Chen (GCC (2), 2003)

TCM-Grid: Weaving a Medical Grid for Traditional Chinese Medicine. - Huajun Chen; Zhaohui Wu 001; Chang Huang; Jiefeng Xu (International Conference on Computational Science, 2003)

Knowledge Base Grid: Relize Global Knowledge Sharing By Combining Grid and Semantic Web. - Zhaohui Wu 001; Huajun Chen; Jiefeng Xu (ICEIS (2), 2003)

On Case-Based Knowledge Sharing in Semantic Web. - Huajun Chen; Zhaohui Wu 001 (ICTAI, 2003)

KB-Grid: Towards Building Large-Scale Knowledge System in Semantic Web. - Huajun Chen; Zhaohui Wu 001; Jiefeng Xu (KES, 2003)

OKSA: an open knowledge service architecture for building large scale knowledge system in semantic Web. - Huajun Chen; Zhaohui Wu 001 (SMC, 2003)

Open grid services of traditional Chinese medicine. - Huajun Chen; Zhaohui Wu 001; Chang Huang (SMC, 2003)

Knowledge Base Grid and its application in traditional Chinese Medicine. - Jiefeng Xu; Huajun Chen; Zhaohui Wu 001 (SMC, 2003)

Distributed Petri Net for Knowledge Base Grid reasoning. - Jiefeng Xu; Zhaohui Wu 001; Huajun Chen (SMC, 2003)

Knowledge Base Grid: A Generic Grid Architecture for Semantic Web. - Zhaohui Wu 001; Huajun Chen; Jiefeng Xu (J. Comput. Sci. Technol., 2003)

Semantic View for Grid Services. - Zhaohui Wu 001; Yuxin Mao; Huajun Chen (IEEE SCC, 2004)

Q3: A Semantic Query Language for Dart Database Grid. - Huajun Chen; Zhaohui Wu 001; Yuxing Mao (GCC, 2004)

Building a Courseware Grid upon Dart Database Grid. - Meiyu Fang; Zhaohui Wu 001; Huajun Chen; Yuxin Mao; Guozhou Zheng; Zhao Xu; Xiaojun Wu (GCC Workshops, 2004)

Visual Semantic Query Construction in Dart Database Grid. - Yuxin Mao; Zhaohui Wu 001; Huajun Chen (GCC Workshops, 2004)

RDF-Based Schema Mediation for Database Grid. - Huajun Chen; Zhaohui Wu 001; Guozhou Zheng; Yuxing Mao (GRID, 2004)

Semantic Browser: an Intelligent Client for Dart-Grid. - Yuxin Mao; Zhaohui Wu 001; Huajun Chen (International Conference on Computational Science, 2004)

DartGrid: Semantic-Based Database Grid. - Zhaohui Wu 001; Huajun Chen; Changhuang Changhuang; Guozhou Zheng; Jiefeng Xu (International Conference on Computational Science, 2004)

Interactive Semantic-Based Visualization Environment for Traditional Chinese Medicine Information. - Yuxin Mao; Zhaohui Wu 001; Zhao Xu; Huajun Chen; Yumeng Ye (APWeb, 2005)

DartGrid: RDF-Mediated Database Integration and Process Coordination Using Grid as the Platform. - Zhaohui Wu 001; Huajun Chen; ShuiGuang Deng; Yuxing Mao (APWeb, 2005)

Dart Database Grid: A Dynamic, Adaptive, RDF-Mediated, Transparent Approach to Database Integration for Semantic Web. - Zhaohui Wu 001; Huajun Chen; Yuxing Mao; Guozhou Zheng (APWeb, 2005)

Semantic-Based Context-Role Model for Web Information Sharing. - Yuxin Mao; Zhaohui Wu 001; Huajun Chen; Zhao Xu (EEE, 2005)

Applying Semantic Web Technologies for Geodata Integration and Visualization. - Zhao Xu; Huajun Chen; Zhaohui Wu 001 (ER (Workshops), 2005)

DartDataFlow: Semantic-Based Sensor Grid. - Huajun Chen; Zhiyong Ye; Zhaohui Wu 001 (EUC Workshops, 2005)

Dart-Dataflow: Towards Communicating Data Semantics in Sensor Grid. - Zhiyong Ye; Huajun Chen; Zhaohui Wu 001 (GCC, 2005)

Query Optimization in Database Grid. - Xiaoqing Zheng; Huajun Chen; Zhaohui Wu 001; Yuxin Mao (GCC, 2005)

Rewriting Queries Using View for RDF/RDFS-Based Relational Data Integration. - Huajun Chen (ICDCIT, 2005)

Rewriting Queries Using Views for RDF-Based Relational Integration. - Huajun Chen; Zhaohui Wu 001; Yuxin Mao (ICTAI, 2005)

RDF-Based Ontology View for Relational Schema Mediation in Semantic Web. - Huajun Chen; Zhaohui Wu 001; Yuxin Mao (KES (2), 2005)

An Interactive Visual Model for Web Ontologies. - Yuxin Mao; Zhaohui Wu 001; Huajun Chen; Xiaoqing Zheng (KES (2), 2005)

DartGrid III: A Semantic Grid Toolkit for Data Integration. - Huajun Chen; Zhaohui Wu 001 (SKG, 2005)

DartGrid II: A Semantic Grid Platform for ITS. - Zhaohui Wu 001; Shuming Tang; ShuiGuang Deng; Jian Wu 001; Huajun Chen; Haijun Gao (IEEE Intell. Syst., 2005)

A Wavelet Approach for the Analysis of Folding Trajectory of Protein Trp-cage. - Lei Ye; Huajun Chen; Ting Liu; Zhaohui Wu 001; Jingyuan Li 001; Ruhong Zhou (J. Bioinform. Comput. Biol., 2005)

ITSGrid: A Novel Integrated Intelligent Transportation Information and Service Platform. - Wei Shi; Jian Wu 001; ShuiGuang Deng; Li Kuang; Huajun Chen; Dongcai Shi; Zhao Xu; Zhiyong Ye; Zhaohui Wu 001; Xiaohong Qian; Xiuhai Chen; Quanming Xu; et al. (IEEE SCC, 2006)

A Reputation-Chain Trust Model for the Semantic Web. - Yu Zhang 008; Huajun Chen; Zhaohui Wu 001; Xiaoqing Zheng (AINA (2), 2006)

Concept Map Model for Web Ontology Exploration. - Yuxin Mao; Zhaohui Wu 001; Huajun Chen; Xiaoqing Zheng (APWeb, 2006)

A Computational Trust Model for Semantic Web Based on Bayesian Decision Theory. - Xiaoqing Zheng; Huajun Chen; Zhaohui Wu 001; Yu Zhang 008 (APWeb, 2006)

Developing a composite trust model for multi-agent systems. - Xiaoqing Zheng; Zhaohui Wu 001; Huajun Chen; Yuxin Mao (AAMAS, 2006)

A Social Network-Based Trust Model for the Semantic Web. - Yu Zhang 008; Huajun Chen; Zhaohui Wu 001 (ATC, 2006)

Towards Building a Semantic Grid for E-Learning. - Wenya Tian; Huajun Chen (DAIS, 2006)

Knowledge Fusion in Semantic Grid. - Xiaoqing Zheng; Zhaohui Wu 001; Huajun Chen (GCC, 2006)

RDF/RDFS-based Relational Database Integration. - Huajun Chen; Zhaohui Wu 001; Heng Wang; Yuxin Mao (ICDE, 2006)

Develop a Computational Trust Prototype for the Semantic Web. - Yu Zhang 008; Huajun Chen; Zhaohui Wu 001; Xiaoqing Zheng (ICDE Workshops, 2006)

A Scalable Probabilistic Approach to Trust Evaluation. - Xiaoqing Zheng; Zhaohui Wu 001; Huajun Chen; Yuxin Mao (iTrust, 2006)

Towards a Semantic Web of Relational Databases: A Practical Semantic Toolkit and an In-Use Case from Traditional Chinese Medicine. - Huajun Chen; Yimin Wang; Heng Wang; Yuxin Mao; Jinmin Tang; Chunying Zhou; Aining Yin; Zhaohui Wu 001 (ISWC, 2006)

DartGrid: a semantic infrastructure for building database Grid applications. - Huajun Chen; Zhaohui Wu 001; Yuxin Mao; Guozhou Zheng (Concurr. Comput. Pract. Exp., 2006)

Dynamic Query Optimization Approach for Semantic Database Grid. - Xiaoqing Zheng; Huajun Chen; Zhaohui Wu 001; Yuxin Mao (J. Comput. Sci. Technol., 2006)

Applying Hypothetical Queries to E-Commerce Systems to Support Reservation and Personal Preferences. - Yu Zhang 008; Huajun Chen; Hao Sheng 004; Zhaohui Wu 001 (IDEAS, 2007)

Extending Online Travel Agency with Adaptive Reservations. - Yu Zhang 008; Wenfei Fan; Huajun Chen; Hao Sheng 004; Zhaohui Wu 001 (OTM Conferences (1), 2007)

Complex Network Analysis on TCMLS Sub-Ontologies. - Jun Ma; Huajun Chen (SKG, 2007)

AAAI-07 Workshop Reports. - Sarabjot Singh Anand; Daniel Bahls; Catherina Burghart; Mark H. Burstein; Huajun Chen; John Collins; Thomas G. Dietterich; Jon Doyle; Chris Drummond; William Elazmeh; Christopher W. Geib; Judy Goldsmith; et al. (AI Mag., 2007)

SenseLab: new developments in disseminating neuroscience information. - Chiquito J. Crasto; Luis N. Marenco; Nian Liu; Thomas M. Morse; Kei-Hoi Cheung; Peter C. Lai; Gautam Bahl; Peter Masiar; Hugo Y. K. Lam; Ernest Lim; Huajun Chen; Prakash M. Nadkarni; et al. (Briefings Bioinform., 2007)

Towards Semantic e-Science for Traditional Chinese Medicine. - Huajun Chen; Yuxin Mao; Xiaoqing Zheng; Meng Cui; Yi Feng 004; ShuiGuang Deng; Aining Yin; Chunying Zhou; Jingming Tang; Xiaohong Jiang 002; Zhaohui Wu 001 (BMC Bioinform., 2007)

Introduction to semantic e-Science in biomedicine. - Huajun Chen; Yimin Wang; Zhaohui Wu 001 (BMC Bioinform., 2007)

Semantic Web Development for Traditional Chinese Medicine. - Zhaohui Wu 001; Tong Yu 003; Huajun Chen; Xiaohong Jiang 002; Chunying Zhou; Yu Zhang 008; Yuxin Mao; Yi Feng 004; Meng Cui; Aining Yin (AAAI, 2008)

Mining Target Marketing Groups From Users' Web of Trust on Epinions. - Yu Zhang 008; Zhaohui Wu 001; Huajun Chen; Hao Sheng 004; Jun Ma (AAAI Spring Symposium: Social Information Processing, 2008)

Ontology-based Scientific Data Service Composition: A Query Rewriting-based Approach. - Linhua Zhou; Huajun Chen; Tong Yu 003; Jun Ma; Zhaohui Wu 001 (AAAI Spring Symposium: Semantic Scientific Knowledge Integration, 2008)

A Semantic Mapping System for Bridging the Gap between Relational Database and Semantic Web. - Linhua Zhou; Huajun Chen; Yu Zhang 008; Chunying Zhou (AAAI Spring Symposium: Semantic Scientific Knowledge Integration, 2008)

Content-Based Trust Mechanism for E-commerce Systems. - Yu Zhang 008; Huajun Chen; Xiaohong Jiang 002; Hao Sheng 004; Linhua Zhou; Tong Yu 003 (APSCC, 2008)

Data Quality in Traditional Chinese Medicine. - Yi Feng 004; Zhaohui Wu 001; Huajun Chen; Tong Yu 003; Yuxin Mao; Xiaohong Jiang 002 (BMEI (1), 2008)

A Semantic-based Framework for Virtual Organization Management. - Linhua Zhou; Huajun Chen; Yuxin Mao (ChinaGrid, 2008)

Learning a Probabilistic Semantic Model from Heterogeneous Social Networks for Relationship Identification. - Chunying Zhou; Huajun Chen; Tong Yu 003 (ICTAI (1), 2008)

Modeling and Discovery of Data Providing Services. - Roman Vaculín; Huajun Chen; Roman Neruda; Katia P. Sycara (ICWS, 2008)

Social network mashup: Ontology-based social network integration for statistic learning. - Chunying Zhou; Huajun Chen; Tong Yu 003 (IRI, 2008)

Design and Implementation of XML-based GUI for Cross Platform Backup System. - Huajun Chen; Zhi Zheng (ISCSCT (2), 2008)

Semantic Web-Based Data Service Discovery and Composition. - Linhua Zhou; Huajun Chen; Junjian Wang; Yu Zhang 008 (SKG, 2008)

Report on semantic web for health care and life sciences workshop. - Huajun Chen; Kei-Hoi Cheung; Michel Dumontier; Eric Prud'hommeaux; Alan Ruttenberg; Susie Stephens; Yimin Wang (WWW, 2008)

Information retrieval and knowledge discovery on the semantic web of traditional chinese medicine. - Zhaohui Wu 001; Tong Yu 003; Huajun Chen; Xiaohong Jiang 002; Yi Feng 004; Yuxin Mao; Heng Wang; Jingming Tang; Chunying Zhou (WWW, 2008)

Browser-based Semantic Mapping Tool for Linked Data in Semantic Web. - Chunying Zhou; Chengli Xu; Huajun Chen; Kingsley Idehen (LDOW, 2008)

A Survey on Semantic E-Science Applications. - Huajun Chen; Jun Ma; Yimin Wang; Zhaohui Wu 001 (Comput. Informatics, 2008)

Semantic mashup of biomedical data. - Kei-Hoi Cheung; Vipul Kashyap; Joanne Luciano; Huajun Chen; Yimin Wang; Susie Stephens (J. Biomed. Informatics, 2008)

MapReduce-Based Pattern Finding Algorithm Applied in Motif Detection for Prescription Compatibility Network. - Yang Liu 098; Xiaohong Jiang 002; Huajun Chen; Jun Ma; Xiangyu Zhang (APPT, 2009)

Ontology Based Semantic Relation Verification for TCM Semantic Grid. - Xiaogang Zhang; Huajun Chen; Jun Ma; Jinhuo Tao (ChinaGrid, 2009)

Deriving Similarity Graphs from Open Linked Data on Semantic Web. - Jinhua Mi; Huajun Chen; Bin Lu; Tong Yu 003; Gang Pan (IRI, 2009)

Mining User Behavior Pattern in Mashup Community. - Junjian Wang; Huajun Chen; Yu Zhang 008 (IRI, 2009)

Collaborative Semantic Association Discovery from Linked Data. - Qingzhao Zheng; Huajun Chen; Tong Yu 003; Gang Pan (IRI, 2009)

Entrez Neuron RDFa: A Pragmatic Semantic Web Application for Data Integration in Neuroscience Research. - Matthias Samwald; Ernest Lim; Peter Masiar; Luis N. Marenco; Huajun Chen; Thomas M. Morse; Pradeep Mutalik; Gordon M. Shepherd; Perry L. Miller; Kei-Hoi Cheung (MIE, 2009)

Semantic Text Mining with Linked Data. - Zhaohui Huang; Huajun Chen; Tong Yu 003; Hao Sheng 004; Zhaobo Luo; Yuxin Mao (NCM, 2009)

sMash: semantic-based mashup navigation for data API network. - Bin Lu; Zhaohui Wu 001; Yuan Ni; Guo Tong Xie; Chunying Zhou; Huajun Chen (WWW, 2009)

Semantic web for integrated network analysis in biomedicine. - Huajun Chen; Li Ding; Zhaohui Wu 001; Tong Yu 003; Lavanya Dhanapalan; Jake Yue Chen (Briefings Bioinform., 2009)

Approaches to neuroscience data integration. - Kei-Hoi Cheung; Ernest Lim; Matthias Samwald; Huajun Chen; Luis N. Marenco; Matthew Holford; Thomas M. Morse; Pradeep Mutalik; Gordon M. Shepherd; Perry L. Miller (Briefings Bioinform., 2009)

RCCtrust: A Combined Trust Model for Electronic Community. - Yu Zhang 008; Huajun Chen; Xiaohong Jiang 002; Hao Sheng 004; Zhaohui Wu 001 (J. Comput. Sci. Technol., 2009)

Mashup by Surfing a Web of Data APIs. - Huajun Chen; Bin Lu; Yuan Ni; Guo Tong Xie; Chunying Zhou; Jinhua Mi; Zhaohui Wu 001 (Proc. VLDB Endow., 2009)

Subontology-Based Resource Management for Web-Based e-Learning. - Zhaohui Wu 001; Yuxin Mao; Huajun Chen (IEEE Trans. Knowl. Data Eng., 2009)

Towards Our Real Life- SMMS: Semantic-Based Mobile Mashup System. - Zhipeng Peng; Huajun Chen; Ying Liu; Lei Wang; Jian Chen; Jinghai Rao (GreenCom/CPSCom, 2010)

Virtual Machine Based Energy-Efficient Data Center Architecture for Cloud Computing: A Performance Perspective. - Kejiang Ye; Dawei Huang; Xiaohong Jiang 002; Huajun Chen; Shuang Wu (GreenCom/CPSCom, 2010)

A Semantic Bayesian Network for Web Mashup Network Construction. - Chunying Zhou; Huajun Chen; Zhipeng Peng; Yuan Ni; Guotong Xie (GreenCom/CPSCom, 2010)

A Chinese fuzzy autocompletion approach. - Yelei Feng; Huajun Chen; Hao Sheng 004 (IRI, 2010)

Linked data based semantic similarity and data mining. - Hao Sheng 004; Huajun Chen; Tong Yu 003; Yelei Feng (IRI, 2010)

Semantic-based Mobile Mashup Platform. - Zhipeng Peng; Huajun Chen; Jinghai Rao; Ying Liu; Lei Wang; Jian Chen (ISWC (Posters & Demos), 2010)

Semantic SenseLab: Implementing the vision of the Semantic Web in neuroscience. - Matthias Samwald; Huajun Chen; Alan Ruttenberg; Ernest Lim; Luis N. Marenco; Perry L. Miller; Gordon M. Shepherd; Kei-Hoi Cheung (Artif. Intell. Medicine, 2010)

Building trust in electronic communities by mining web content. - Yu Zhang 008; Huajun Chen; Chaolun Xia; Xiaohong Jiang 002 (Int. J. Comput. Sci. Eng., 2010)

Knowledge-Driven Diagnostic System for Traditional Chinese Medicine. - Peiqin Gu; Huajun Chen (JIST, 2011)

Relation discovery in medicine through Semantic Graph Routing. - Chao Wang; Huajun Chen; Peiqin Gu; Tong Yu 003 (EMEIT, 2011)

Special Issue on Semantic Web Meets Computational Intelligence [Guest Editorial]. - Huajun Chen; Philippe Cudré-Mauroux (IEEE Comput. Intell. Mag., 2012)

Semantic Web Meets Computational Intelligence: State of the Art and Perspectives [Review Article]. - Huajun Chen; Zhaohui Wu 001; Philippe Cudré-Mauroux (IEEE Comput. Intell. Mag., 2012)

National semantic infrastructure for traditional Chinese medicine. - Huajun Chen (J. Zhejiang Univ. Sci. C, 2012)

A multi-agent framework for mining semantic relations from linked data. - Huajun Chen; Tong Yu 003; Qingzhao Zheng; Peiqin Gu; Yu Zhang 008 (J. Zhejiang Univ. Sci. C, 2012)

From Semantic Grid to knowledge service cloud. - Zhaohui Wu 001; Huajun Chen (J. Zhejiang Univ. Sci. C, 2012)

Data chaos: An entropy based MapReduce framework for scalable learning. - Jiaoyan Chen 001; Huajun Chen; Xi Chen 003; Guozhou Zheng; Zhaohui Wu 001 (IEEE BigData, 2013)

OWL reasoning over big biomedical data. - Xi Chen 003; Huajun Chen; Ningyu Zhang 001; Jiaoyan Chen 001; Zhaohui Wu 001 (IEEE BigData, 2013)

When big data meets big smog: a big spatio-temporal data framework for China severe smog analysis. - Jiaoyan Chen 001; Huajun Chen; Jeff Z. Pan; Ming Wu; Ningyu Zhang 001; Guozhou Zheng (BigSpatial@SIGSPATIAL, 2013)

ELM-MapReduce: MapReduce accelerated extreme learning machine for big spatial data analysis. - Jiaoyan Chen 001; Guozhou Zheng; Huajun Chen (ICCA, 2013)

Semantic Web meets Integrative Biology: a survey. - Huajun Chen; Tong Yu 003; Jake Y. Chen (Briefings Bioinform., 2013)

Ontology-Oriented Diagnostic System for Traditional Chinese Medicine Based on Relation Refinement. - Peiqin Gu; Huajun Chen; Tong Yu 003 (Comput. Math. Methods Medicine, 2013)

TCMSearch: an in-use semantic web infrastructure for traditional Chinese medicine. - Tong Yu 003; Meng Cui; Haiyan Li; Shuo Yang; Jinghua Li; Huajun Chen; Peiqin Gu; Yu Zhang 008 (Int. J. Funct. Informatics Pers. Medicine, 2013)

A Decision Support System Using Two-Level Classifier for Smart Grid. - Huajun Chen; Hang Yang; Aidong Xu; Cai Yuan (3PGCIC, 2014)

A Review: The Effects of Imperfect Data on Incremental Decision Tree. - Hang Yang; Aidong Xu; Huajun Chen; Cai Yuan (3PGCIC, 2014)

An Intelligent System for Forecasting the Trend of Consumed Electricity. - Hang Yang; Huajun Chen; Cai Yuan; Fang Lianhang (BigData Congress, 2014)

Monitoring Urban Waterlogging Disaster Using Social Sensors. - Ningyu Zhang 001; Guozhou Zheng; Huajun Chen; Xi Chen 003; Jiaoyan Chen 001 (CSWS, 2014)

A Verifiable Data Deduplication Scheme in Cloud Computing. - Zhaocong Wen; Jinman Luo; Huajun Chen; Jiaxiao Meng; Xuan Li; Jin Li 002 (INCoS, 2014)

Matrix Completion for Cross-view Pairwise Constraint Propagation. - Zheng Yang 008; Yao Hu; Haifeng Liu 001; Huajun Chen; Zhaohui Wu 001 (ACM Multimedia, 2014)

HBaseSpatial: A Scalable Spatial Data Storage Based on HBase. - Ningyu Zhang 001; Guozhou Zheng; Huajun Chen; Jiaoyan Chen 001; Xi Chen 003 (TrustCom, 2014)

Big smog meets web science: smog disaster analysis based on social media and device data on the web. - Jiaoyan Chen 001; Huajun Chen; Guozhou Zheng; Jeff Z. Pan; Honghan Wu; Ningyu Zhang 001 (WWW (Companion Volume), 2014)

Modern bioinformatics meets traditional Chinese medicine. - Peiqin Gu; Huajun Chen (Briefings Bioinform., 2014)

BioTCM-SE: A Semantic Search Engine for the Information Retrieval of Modern Biology and Traditional Chinese Medicine. - Xi Chen 003; Huajun Chen; Xuan Bi; Peiqin Gu; Jiaoyan Chen 001; Zhaohui Wu 001 (Comput. Math. Methods Medicine, 2014)

Time-series processing of large scale remote sensing data with extreme learning machine. - Jiaoyan Chen 001; Guozhou Zheng; Cong Fang 004; Ningyu Zhang 001; Huajun Chen; Zhaohui Wu 001 (Neurocomputing, 2014)

Smog disaster forecasting using social web data and physical sensor data. - Jiaoyan Chen 001; Huajun Chen; Daning Hu; Jeff Z. Pan; Yalin Zhou (IEEE BigData, 2015)

A scan chain optimization method for diagnosis. - Huajun Chen; Zichu Qi; Lin Wang; Chao Xu (ICCD, 2015)

Satellite Data Science: A Case Study for Smog Disaster Prediction from Multiple Satellite Observations. - Ming Wu; Huajun Chen; Jiaoyan Chen 001 (ICDS, 2015)

Elastic Streaming Semantic Engine for Web of Things. - Xi Chen 003; Huajun Chen; Ningyu Zhang 001; Jue Huang (WI-IAT (1), 2015)

SparkRDF: Elastic Discreted RDF Graph Processing Engine With Distributed Memory. - Xi Chen 003; Huajun Chen; Ningyu Zhang 001; Songyang Zhang (WI-IAT (1), 2015)

Observing Social Web for Smog Disaster Forecasting. - Yalin Zhou; Jiaoyan Chen 001; Huajun Chen (WebSci, 2015)

Large-Scale Real-Time Semantic Processing Framework for Internet of Things. - Xi Chen 003; Huajun Chen; Ningyu Zhang 001; Jue Huang; Wen Zhang 015 (Int. J. Distributed Sens. Networks, 2015)

Joint beamforming and antenna subarray formation for secrecy capacity maximization in MIMO wiretap channels. - Jianli Huang; Yixin Jiang; Aidong Xu; Hong Wen 001; Huajun Chen; Xiaobin Guo; Zewu Guan; Zhiming Wang (CNS, 2016)

Semantic Reasoning for Smog Disaster Analysis. - Jiaoyan Chen 001; Huajun Chen; Jeff Z. Pan (Description Logics, 2016)

Social Media Meets Big Urban Data: A Case Study of Urban Waterlogging Analysis. - Ningyu Zhang 001; Huajun Chen; Jiaoyan Chen 001; Xi Chen 003 (Comput. Intell. Neurosci., 2016)

ELM Meets Urban Big Data Analysis: Case Studies. - Ningyu Zhang 001; Huajun Chen; Xi Chen 003; Jiaoyan Chen 001 (Comput. Intell. Neurosci., 2016)

A decision support system using combined-classifier for high-speed data stream in smart grid. - Hang Yang; Peng Li; Zhian He; Xiaobin Guo; Simon Fong 001; Huajun Chen (Enterp. Inf. Syst., 2016)

Forecasting Public Transit Use by Crowdsensing and Semantic Trajectory Mining: Case Studies. - Ningyu Zhang 001; Huajun Chen; Xi Chen 003; Jiaoyan Chen 001 (ISPRS Int. J. Geo Inf., 2016)

MR-ELM: a MapReduce-based framework for large-scale ELM training in big data era. - Jiaoyan Chen 001; Huajun Chen; Xiangyi Wan; Guozhou Zheng (Neural Comput. Appl., 2016)

Semantic Framework of Internet of Things for Smart Cities: Case Studies. - Ningyu Zhang 001; Huajun Chen; Xi Chen 003; Jiaoyan Chen 001 (Sensors, 2016)

CrowdGeoKG: Crowdsourced Geo-Knowledge Graph. - Jiaoyan Chen 001; Shumin Deng; Huajun Chen (CCKS, 2017)

Learning from Ontology Streams with Semantic Concept Drift. - Jiaoyan Chen 001; Freddy Lécué; Jeff Z. Pan; Huajun Chen (IJCAI, 2017)

Forecasting smog-related health hazard based on social media and physical sensor. - Jiaoyan Chen 001; Huajun Chen; Zhaohui Wu 001; Daning Hu; Jeff Z. Pan (Inf. Syst., 2017)

Crowd intelligence in AI 2.0 era. - Wei Li 022; Wenjun Wu 001; Huaimin Wang; Xueqi Cheng; Huajun Chen; Zhi-Hua Zhou; Rong Ding (Frontiers Inf. Technol. Electron. Eng., 2017)

Deep Learning for Knowledge-Driven Ontology Stream Prediction. - Shumin Deng; Jeff Z. Pan; Jiaoyan Chen 001; Huajun Chen (CCKS, 2018)

Label-Free Distant Supervision for Relation Extraction via Knowledge Graph Embedding. - Guanying Wang; Wen Zhang 015; Ruoxu Wang; Yalin Zhou; Xi Chen 003; Wei Zhang 127; Hai Zhu; Huajun Chen (EMNLP, 2018)

Attention-Based Capsule Network with Dynamic Routing for Relation Extraction. - Ningyu Zhang 001; Shumin Deng; Zhanling Sun; Xi Chen 003; Wei Zhang 127; Huajun Chen (EMNLP, 2018)

A Dynamic and Static Combined Android Malicious Code Detection Model based on SVM. - Jinran Du; Huajun Chen; Weijie Zhon; Zhen Liu; Aidong Xu (ICSAI, 2018)

Vulnerability Detection for Source Code Using Contextual LSTM. - Aidong Xu; Tao Dai; Huajun Chen; Zhe Ming; Weining Li (ICSAI, 2018)

Knowledge-Based Transfer Learning Explanation. - Jiaoyan Chen 001; Freddy Lécué; Jeff Z. Pan; Ian Horrocks 001; Huajun Chen (KR, 2018)

ProjR: Embedding Structure Diversity for Knowledge Graph Completion. - Wen Zhang 015; Juan Li 010; Huajun Chen (NLPCC (1), 2018)

Aligning Knowledge Base and Document Embedding Models Using Regularized Multi-Task Learning. - Matthias Baumgartner; Wen Zhang 015; Bibek Paudel; Daniele Dell'Aglio; Huajun Chen; Abraham Bernstein (ISWC (1), 2018)

FADS: Circular/Spherical Sector based Forwarding Area Division and Adaptive Forwarding Area Selection routing protocol in WSNs. - Chao Hong; Yufang Zhang; Zhongyang Xiong; Aidong Xu; Huajun Chen; Wei Ding (Ad Hoc Networks, 2018)

Attention-Based Capsule Networks with Dynamic Routing for Relation Extraction. - Ningyu Zhang 001; Shumin Deng; Zhanlin Sun; Xi Chen 003; Wei Zhang 127; Huajun Chen (CoRR, 2018)

Structured Knowledge Base as Prior Knowledge to Improve Urban Data Analysis. - Ningyu Zhang 001; Shumin Deng; Huajun Chen; Xi Chen 003; Jiaoyan Chen 001; Xiaoqian Li; Yiyi Zhang 001 (ISPRS Int. J. Geo Inf., 2018)

A review: The effects of imperfect data on incremental decision tree. - Hang Yang; Peng Li; Xiaobin Guo; Huajun Chen; Zhiqiang Lin (Int. J. Inf. Commun. Technol., 2018)

Incorporating Domain and Range of Relations for Knowledge Graph Completion. - Juan Li 010; Wen Zhang 015; Huajun Chen (CCKS, 2019)

Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs. - Mingyang Chen; Wen Zhang 015; Wei Zhang 127; Qiang Chen; Huajun Chen (EMNLP/IJCNLP (1), 2019)

Augmenting Transfer Learning with Semantic Reasoning. - Freddy Lécué; Jiaoyan Chen 001; Jeff Z. Pan; Huajun Chen (IJCAI, 2019)

XTransE: Explainable Knowledge Graph Embedding for Link Prediction with Lifestyles in e-Commerce. - Wen Zhang 015; Shumin Deng; Han Wang; Qiang Chen; Wei Zhang 127; Huajun Chen (JIST (2), 2019)

Long-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks. - Ningyu Zhang 001; Shumin Deng; Zhanlin Sun; Guanying Wang; Xi Chen 003; Wei Zhang 127; Huajun Chen (NAACL-HLT (1), 2019)

Interaction Embeddings for Prediction and Explanation in Knowledge Graphs. - Wen Zhang 015; Bibek Paudel; Wei Zhang 127; Abraham Bernstein; Huajun Chen (WSDM, 2019)

Knowledge-Driven Stock Trend Prediction and Explanation via Temporal Convolutional Network. - Shumin Deng; Ningyu Zhang 001; Wen Zhang 015; Jiaoyan Chen 001; Jeff Z. Pan; Huajun Chen (WWW (Companion Volume), 2019)

Iteratively Learning Embeddings and Rules for Knowledge Graph Reasoning. - Wen Zhang 015; Bibek Paudel; Liang Wang; Jiaoyan Chen 001; Hai Zhu; Wei Zhang 127; Abraham Bernstein; Huajun Chen (WWW, 2019)

Human-centric Transfer Learning Explanation via Knowledge Graph [Extended Abstract]. - Yuxia Geng; Jiaoyan Chen 001; Ernesto Jiménez-Ruiz; Huajun Chen (CoRR, 2019)

Transfer Learning for Relation Extraction via Relation-Gated Adversarial Learning. - Ningyu Zhang 001; Shumin Deng; Zhanlin Sun; Jiaoyan Chen 001; Wei Zhang 127; Huajun Chen (CoRR, 2019)

Improving Few-shot Text Classification via Pretrained Language Representations. - Ningyu Zhang 001; Zhanlin Sun; Shumin Deng; Jiaoyan Chen 001; Huajun Chen (CoRR, 2019)

Relation Adversarial Network for Low Resource KnowledgeGraph Completion. - Ningyu Zhang 001; Shumin Deng; Zhanlin Sun; Jiaoyan Chen 001; Wei Zhang 127; Huajun Chen (CoRR, 2019)

When Low Resource NLP Meets Unsupervised Language Model: Meta-Pretraining then Meta-Learning for Few-Shot Text Classification (Student Abstract). - Shumin Deng; Ningyu Zhang 001; Zhanlin Sun; Jiaoyan Chen 001; Huajun Chen (AAAI, 2020)

Zero-shot Text Classification via Reinforced Self-training. - Zhiquan Ye; Yuxia Geng; Jiaoyan Chen 001; Jingmin Chen; Xiaoxiao Xu; Suhang Zheng; Feng Wang; Jun Zhang; Huajun Chen (ACL, 2020)

Knowledge-Enhanced Collaborative Meta Learner for Long-Tail Recommendation. - Bo Wen; Shumin Deng; Huajun Chen (CCKS, 2020)

Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification. - Juan Li 010; Ruoxu Wang; Ningyu Zhang 001; Wen Zhang 015; Fan Yang 087; Huajun Chen (COLING, 2020)

Bridging Text and Knowledge with Multi-Prototype Embedding for Few-Shot Relational Triple Extraction. - Haiyang Yu 003; Ningyu Zhang 001; Shumin Deng; Hongbin Ye; Wei Zhang 127; Huajun Chen (COLING, 2020)

OpenUE: An Open Toolkit of Universal Extraction from Text. - Ningyu Zhang 001; Shumin Deng; Zhen Bi; Haiyang Yu 003; Jiacheng Yang; Mosha Chen; Fei Huang 002; Wei Zhang 127; Huajun Chen (EMNLP (Demos), 2020)

Summarizing Chinese Medical Answer with Graph Convolution Networks and Question-focused Dual Attention. - Ningyu Zhang 001; Shumin Deng; Juan Li 010; Xi Chen 003; Wei Zhang 127; Huajun Chen (EMNLP (Findings), 2020)

Neural Entity Summarization with Joint Encoding and Weak Supervision. - Junyou Li; Gong Cheng 001; Qingxia Liu; Wen Zhang 015; Evgeny Kharlamov; Kalpa Gunaratna; Huajun Chen (IJCAI, 2020)

Joint Extraction of Triple Knowledge Based on Relation Priority. - Chuanzhi Zhuang; Ningyu Zhang 001; Xiaolong Jin; Zhong Li; Shumin Deng; Huajun Chen (ISPA/BDCloud/SocialCom/SustainCom, 2020)

Ontology-guided Semantic Composition for Zero-shot Learning. - Jiaoyan Chen 001; Freddy Lécué; Yuxia Geng; Jeff Z. Pan; Huajun Chen (KR, 2020)

Message from General Chairs of IEEE AISA 2020. - Wenjun Wu 001; Huajun Chen (SERVICES, 2020)

Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection. - Shumin Deng; Ningyu Zhang 001; Jiaojian Kang; Yichi Zhang 010; Wei Zhang 127; Huajun Chen (WSDM, 2020)

Relation Adversarial Network for Low Resource Knowledge Graph Completion. - Ningyu Zhang 001; Shumin Deng; Zhanlin Sun; Jiaoyan Chen 001; Wei Zhang 127; Huajun Chen (WWW, 2020)

Generative Adversarial Zero-shot Learning via Knowledge Graphs. - Yuxia Geng; Jiaoyan Chen 001; Zhuo Chen 007; Zhiquan Ye; Zonggang Yuan; Yantao Jia; Huajun Chen (CoRR, 2020)

DistilE: Distiling Knowledge Graph Embeddings for Faster and Cheaper Reasoning. - Yushan Zhu; Wen Zhang 015; Hui Chen 018; Xu Cheng; Wei Zhang 127; Huajun Chen (CoRR, 2020)

Can Fine-tuning Pre-trained Models Lead to Perfect NLP? A Study of the Generalizability of Relation Extraction. - Ningyu Zhang 001; Luoqiu Li; Shumin Deng; Haiyang Yu 003; Xu Cheng; Wei Zhang 127; Huajun Chen (CoRR, 2020)

The Devil is the Classifier: Investigating Long Tail Relation Classification with Decoupling Analysis. - Haiyang Yu 003; Ningyu Zhang 001; Shumin Deng; Zonggang Yuan; Yantao Jia; Huajun Chen (CoRR, 2020)

A New Feature Extraction and Recognition Method for Microexpression Based on Local Non-negative Matrix Factorization. - Junli Gao; Huajun Chen; Xiaohua Zhang; Jing Guo; Wenyu Liang (Frontiers Neurorobotics, 2020)

Knowledge-Based Explanations for Transfer Learning. - Freddy Lécué; Jiaoyan Chen 001; Jeff Z. Pan; Huajun Chen (Knowledge Graphs for eXplainable Artificial Intelligence, 2020)

Contrastive Triple Extraction with Generative Transformer. - Hongbin Ye; Ningyu Zhang 001; Shumin Deng; Mosha Chen; Chuanqi Tan; Fei Huang 002; Huajun Chen (AAAI, 2021)

OntoED: Low-resource Event Detection with Ontology Embedding. - Shumin Deng; Ningyu Zhang 001; Luoqiu Li; Hui Chen 018; Huaixiao Tou; Mosha Chen; Fei Huang 002; Huajun Chen (ACL/IJCNLP (1), 2021)

MLBiNet: A Cross-Sentence Collective Event Detection Network. - Dongfang Lou; Zhilin Liao; Shumin Deng; Ningyu Zhang 001; Huajun Chen (ACL/IJCNLP (1), 2021)

On Robustness and Bias Analysis of BERT-Based Relation Extraction. - Luoqiu Li; Xiang Chen 016; Hongbin Ye; Zhen Bi; Shumin Deng; Ningyu Zhang 001; Huajun Chen (CCKS, 2021)

Disentangled Contrastive Learning for Learning Robust Textual Representations. - Xiang Chen 016; Xin Xie 006; Zhen Bi; Hongbin Ye; Shumin Deng; Ningyu Zhang 001; Huajun Chen (CICAI (2), 2021)

Improving Conversational Recommender System by Pretraining Billion-scale Knowledge Graph. - Chi-Man Wong; Fan Feng; Wen Zhang 015; Chi-Man Vong; Hui Chen 018; Yichi Zhang 009; Peng He; Huan Chen; Kun Zhao; Huajun Chen (ICDE, 2021)

Billion-scale Pre-trained E-commerce Product Knowledge Graph Model. - Wen Zhang 015; Chi Man Wong; Ganqiang Ye; Bo Wen; Wei Zhang 127; Huajun Chen (ICDE, 2021)

Knowledge-aware Zero-Shot Learning: Survey and Perspective. - Jiaoyan Chen 001; Yuxia Geng; Zhuo Chen 007; Ian Horrocks 001; Jeff Z. Pan; Huajun Chen (IJCAI, 2021)

Document-level Relation Extraction as Semantic Segmentation. - Ningyu Zhang 001; Xiang Chen 016; Xin Xie 006; Shumin Deng; Chuanqi Tan; Mosha Chen; Fei Huang 002; Luo Si; Huajun Chen (IJCAI, 2021)

Drop Redundant, Shrink Irrelevant: Selective Knowledge Injection for Language Pretraining. - Ningyu Zhang 001; Shumin Deng; Xu Cheng; Xi Chen 003; Yichi Zhang 010; Wei Zhang 127; Huajun Chen (IJCAI, 2021)

FedE: Embedding Knowledge Graphs in Federated Setting. - Mingyang Chen; Wen Zhang 015; Zonggang Yuan; Yantao Jia; Huajun Chen (IJCKG, 2021)

Normal vs. Adversarial: Salience-based Analysis of Adversarial Samples for Relation Extraction. - Luoqiu Li; Xiang Chen 016; Zhen Bi; Xin Xie 006; Shumin Deng; Ningyu Zhang 001; Chuanqi Tan; Mosha Chen; Huajun Chen (IJCKG, 2021)

Improving Knowledge Graph Representation Learning by Structure Contextual Pre-training. - Ganqiang Ye; Wen Zhang 015; Zhen Bi; Chi Man Wong; Hui Chen 018; Huajun Chen (IJCKG, 2021)

Knowledge Graph Embedding in E-commerce Applications: Attentive Reasoning, Explanations, and Transferable Rules. - Wen Zhang 015; Shumin Deng; Mingyang Chen; Liang Wang; Qiang Chen; Feiyu Xiong; Xiangwen Liu; Huajun Chen (IJCKG, 2021)

AliCG: Fine-grained and Evolvable Conceptual Graph Construction for Semantic Search at Alibaba. - Ningyu Zhang 001; Qianghuai Jia; Shumin Deng; Xiang Chen 016; Hongbin Ye; Hui Chen 018; Huaixiao Tou; Gang Huang 004; Zhao Wang; Nengwei Hua; Huajun Chen (KDD, 2021)

Knowledge Perceived Multi-modal Pretraining in E-commerce. - Yushan Zhu; Huaixiao Zhao; Wen Zhang 015; Ganqiang Ye; Hui Chen 018; Ningyu Zhang 001; Huajun Chen (ACM Multimedia, 2021)

ZJUKLAB at SemEval-2021 Task 4: Negative Augmentation with Language Model for Reading Comprehension of Abstract Meaning. - Xin Xie 006; Xiangnan Chen; Xiang Chen 016; Yong Wang; Ningyu Zhang 001; Shumin Deng; Huajun Chen (SemEval@ACL/IJCNLP, 2021)

Zero-Shot Visual Question Answering Using Knowledge Graph. - Zhuo Chen 007; Jiaoyan Chen 001; Yuxia Geng; Jeff Z. Pan; Zonggang Yuan; Huajun Chen (ISWC, 2021)

OntoZSL: Ontology-enhanced Zero-shot Learning. - Yuxia Geng; Jiaoyan Chen 001; Zhuo Chen 007; Jeff Z. Pan; Zhiquan Ye; Zonggang Yuan; Yantao Jia; Huajun Chen (WWW, 2021)

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

Normal vs. Adversarial: Salience-based Analysis of Adversarial Samples for Relation Extraction. - Luoqiu Li; Xiang Chen 016; Ningyu Zhang 001; Shumin Deng; Xin Xie 006; Chuanqi Tan; Mosha Chen; Fei Huang 002; Huajun Chen (CoRR, 2021)

Text-guided Legal Knowledge Graph Reasoning. - Luoqiu Li; Zhen Bi; Hongbin Ye; Shumin Deng; Hui Chen 018; Huaixiao Tou; Ningyu Zhang 001; Huajun Chen (CoRR, 2021)

Interventional Aspect-Based Sentiment Analysis. - Zhen Bi; Ningyu Zhang 001; Ganqiang Ye; Haiyang Yu 003; Xi Chen 003; Huajun Chen (CoRR, 2021)

Improving Conversational Recommendation System by Pretraining on Billions Scale of Knowledge Graph. - Chiman Wong; Fan Feng; Wen Zhang 015; Chi-Man Vong; Hui Chen 018; Yichi Zhang 010; Peng He; Huan Chen; Kun Zhao; Huajun Chen (CoRR, 2021)

CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark. - Ningyu Zhang 001; Zhen Bi; Xiaozhuan Liang; Lei Li 040; Xiang Chen 016; Shumin Deng; Luoqiu Li; Hongbin Ye; Xin Shang; Kangping Yin; Chuanqi Tan; Jian Xu; et al. (CoRR, 2021)

K-ZSL: Resources for Knowledge-driven Zero-shot Learning. - Yuxia Geng; Jiaoyan Chen 001; Zhuo Chen 007; Jeff Z. Pan; Zonggang Yuan; Huajun Chen (CoRR, 2021)

Knowledge Perceived Multi-modal Pretraining in E-commerce. - Yushan Zhu; Huaixiao Tou; Wen Zhang 015; Ganqiang Ye; Hui Chen 018; Ningyu Zhang 001; Huajun Chen (CoRR, 2021)

Learning to Ask for Data-Efficient Event Argument Extraction. - Hongbin Ye; Ningyu Zhang 001; Zhen Bi; Shumin Deng; Chuanqi Tan; Hui Chen 018; Fei Huang 002; Huajun Chen (CoRR, 2021)

3D-Transformer: Molecular Representation with Transformer in 3D Space. - Fang Wu 002; Qiang Zhang 026; Dragomir R. Radev; Jiyu Cui; Wen Zhang 015; Huabin Xing; Ningyu Zhang 001; Huajun Chen (CoRR, 2021)

Principled Representation Learning for Entity Alignment. - Lingbing Guo; Zequn Sun; Mingyang Chen; Wei Hu 007; Qiang Zhang 026; Huajun Chen (CoRR, 2021)

Standing on the Shoulders of Predecessors: Meta-Knowledge Transfer for Knowledge Graphs. - Mingyang Chen; Wen Zhang 015; Yushan Zhu; Hongting Zhou; Zonggang Yuan; Changliang Xu; Huajun Chen (CoRR, 2021)

Low-resource Learning with Knowledge Graphs: A Comprehensive Survey. - Jiaoyan Chen 001; Yuxia Geng; Zhuo Chen 007; Jeff Z. Pan; Yuan He 008; Wen Zhang 015; Ian Horrocks 001; Huajun Chen (CoRR, 2021)

OpenKG Chain: A Blockchain Infrastructure for Open Knowledge Graphs. - Huajun Chen; Ning Hu; Guilin Qi; Haofen Wang; Zhen Bi; Jie Li 002; Fan Yang 087 (Data Intell., 2021)

Throughput optimization of multi-hop and multi-path cooperation in WPSNs with hardware noises. - Lina Yuan; Huajun Chen; Jing Gong (Int. J. Distributed Sens. Networks, 2021)

Explainable zero-shot learning via attentive graph convolutional network and knowledge graphs. - Yuxia Geng; Jiaoyan Chen 001; Zhiquan Ye; Zonggang Yuan; Wei Zhang 127; Huajun Chen (Semantic Web, 2021)

Contrastive Information Extraction With Generative Transformer. - Ningyu Zhang 001; Hongbin Ye; Shumin Deng; Chuanqi Tan; Mosha Chen; Songfang Huang; Fei Huang 002; Huajun Chen (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Knowledge graph embeddings for dealing with concept drift in machine learning. - Jiaoyan Chen 001; Freddy Lécué; Jeff Z. Pan; Shumin Deng; Huajun Chen (J. Web Semant., 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)

Learning to Ask for Data-Efficient Event Argument Extraction (Student Abstract). - Hongbin Ye; Ningyu Zhang 001; Zhen Bi; Shumin Deng; Chuanqi Tan; Hui Chen 018; Fei Huang 002; Huajun Chen (AAAI, 2022)

Deep Reinforcement Learning for Entity Alignment. - Lingbing Guo; Yuqiang Han; Qiang Zhang 026; Huajun Chen (ACL (Findings), 2022)

LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting. - Xiang Chen 016; Lei Li 040; Shumin Deng; Chuanqi Tan; Changliang Xu; Fei Huang 002; Luo Si; Huajun Chen; Ningyu Zhang 001 (COLING, 2022)

Ruleformer: Context-aware Rule Mining over Knowledge Graph. - Zezhong Xu; Peng Ye 007; Hui Chen 018; Meng Zhao; Huajun Chen; Wen Zhang 015 (COLING, 2022)

Contrastive Demonstration Tuning for Pre-trained Language Models. - Xiaozhuan Liang; Ningyu Zhang 001; Siyuan Cheng 008; Zhenru Zhang; Chuanqi Tan; Huajun Chen (EMNLP (Findings), 2022)

Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce. - Yincen Qu; Ningyu Zhang 001; Hui Chen 018; Zelin Dai; Chengming Wang; Xiaoyu Wang; Qiang Chen; Huajun Chen (EMNLP (Findings), 2022)

Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study. - Xin Xu 010; Xiang Chen 016; Ningyu Zhang 001; Xin Xie 006; Xi Chen 003; Huajun Chen (EMNLP (Findings), 2022)

Generative Knowledge Graph Construction: A Review. - Hongbin Ye; Ningyu Zhang 001; Hui Chen 018; Huajun Chen (EMNLP, 2022)

OntoProtein: Protein Pretraining With Gene Ontology Embedding. - Ningyu Zhang 001; Zhen Bi; Xiaozhuan Liang; Siyuan Cheng 008; Haosen Hong; Shumin Deng; Qiang Zhang 026; Jiazhang Lian; Huajun Chen (ICLR, 2022)

Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners. - Ningyu Zhang 001; Luoqiu Li; Xiang Chen 016; Shumin Deng; Zhen Bi; Chuanqi Tan; Fei Huang 002; Huajun Chen (ICLR, 2022)

Understanding and Improving Knowledge Graph Embedding for Entity Alignment. - Lingbing Guo; Qiang Zhang 026; Zequn Sun; Mingyang Chen; Wei Hu 007; Huajun Chen (ICML, 2022)

Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting. - Mingyang Chen; Wen Zhang 015; Zhen Yao 001; Xiangnan Chen; Mengxiao Ding; Fei Huang 002; Huajun Chen (IJCAI, 2022)

Disentangled Ontology Embedding for Zero-shot Learning. - Yuxia Geng; Jiaoyan Chen 001; Wen Zhang 015; Yajing Xu; Zhuo Chen 007; Jeff Z. Pan; Yufeng Huang; Feiyu Xiong; Huajun Chen (KDD, 2022)

Good Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction. - Xiang Chen 016; Ningyu Zhang 001; Lei Li 040; Yunzhi Yao; Shumin Deng; Chuanqi Tan; Fei Huang 002; Luo Si; Huajun Chen (NAACL-HLT (Findings), 2022)

Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning. - Xiang Chen 016; Lei Li 040; Ningyu Zhang 001; Xiaozhuan Liang; Shumin Deng; Chuanqi Tan; Fei Huang 002; Luo Si; Huajun Chen (NeurIPS, 2022)

Neural-Symbolic Entangled Framework for Complex Query Answering. - Zezhong Xu; Wen Zhang 015; Peng Ye 007; Hui Chen 018; Huajun Chen (NeurIPS, 2022)

Kformer: Knowledge Injection in Transformer Feed-Forward Layers. - Yunzhi Yao; Shaohan Huang; Li Dong 004; Furu Wei; Huajun Chen; Ningyu Zhang 001 (NLPCC (1), 2022)

Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding. - Mingyang Chen; Wen Zhang 015; Yushan Zhu; Hongting Zhou; Zonggang Yuan; Changliang Xu; Huajun Chen (SIGIR, 2022)

Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning. - Xiang Chen 016; Lei Li 040; Ningyu Zhang 001; Chuanqi Tan; Fei Huang 002; Luo Si; Huajun Chen (SIGIR, 2022)

Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion. - Xiang Chen 016; Ningyu Zhang 001; Lei Li 040; Shumin Deng; Chuanqi Tan; Changliang Xu; Fei Huang 002; Luo Si; Huajun Chen (SIGIR, 2022)

NeuralKG: An Open Source Library for Diverse Representation Learning of Knowledge Graphs. - Wen Zhang 015; Xiangnan Chen; Zhen Yao 001; Mingyang Chen; Yushan Zhu; Hongtao Yu; Yufeng Huang; Yajing Xu; Ningyu Zhang 001; Zezhong Xu; Zonggang Yuan; Feiyu Xiong; et al. (SIGIR, 2022)

DualDE: Dually Distilling Knowledge Graph Embedding for Faster and Cheaper Reasoning. - Yushan Zhu; Wen Zhang 015; Mingyang Chen; Hui Chen 018; Xu Cheng; Wei Zhang 127; Huajun Chen (WSDM, 2022)

KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction. - Xiang Chen 016; Ningyu Zhang 001; Xin Xie 006; Shumin Deng; Yunzhi Yao; Chuanqi Tan; Fei Huang 002; Luo Si; Huajun Chen (WWW, 2022)

From Discrimination to Generation: Knowledge Graph Completion with Generative Transformer. - Xin Xie 006; Ningyu Zhang 001; Zhoubo Li; Shumin Deng; Hui Chen 018; Feiyu Xiong; Mosha Chen; Huajun Chen (WWW (Companion Volume), 2022)

Ontology-enhanced Prompt-tuning for Few-shot Learning. - Hongbin Ye; Ningyu Zhang 001; Shumin Deng; Xiang Chen 016; Hui Chen 018; Feiyu Xiong; Xi Chen 003; Huajun Chen (WWW, 2022)

DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population. - Ningyu Zhang 001; Xin Xu 010; Liankuan Tao; Haiyang Yu 003; Hongbin Ye; Xin Xie 006; Xiang Chen 016; Zhoubo Li; Lei Li 040; Xiaozhuan Liang; Yunzhi Yao; Shumin Deng; et al. (CoRR, 2022)

Prompt-Guided Injection of Conformation to Pre-trained Protein Model. - Qiang Zhang 026; Zeyuan Wang; Yuqiang Han; Haoran Yu; Xurui Jin; Huajun Chen (CoRR, 2022)

Knowledge Extraction in Low-Resource Scenarios: Survey and Perspective. - Shumin Deng; Ningyu Zhang 001; Hui Chen 018; Feiyu Xiong; Jeff Z. Pan; Huajun Chen (CoRR, 2022)

Unleashing the Power of Transformer for Graphs. - Lingbing Guo; Qiang Zhang 026; Huajun Chen (CoRR, 2022)

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

PKGM: A Pre-trained Knowledge Graph Model for E-commerce Application. - Wen Zhang 015; Chi-Man Wong; Ganqiang Ye; Bo Wen; Hongting Zhou; Wei Zhang 127; Huajun Chen (CoRR, 2022)

Contrastive Demonstration Tuning for Pre-trained Language Models. - Xiaozhuan Liang; Ningyu Zhang 001; Siyuan Cheng 008; Zhen Bi; Zhenru Zhang; Chuanqi Tan; Songfang Huang; Fei Huang 002; Huajun Chen (CoRR, 2022)

Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction. - Xiang Chen 016; Ningyu Zhang 001; Lei Li 040; Yunzhi Yao; Shumin Deng; Chuanqi Tan; Fei Huang 002; Luo Si; Huajun Chen (CoRR, 2022)

Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce. - Yincen Qu; Ningyu Zhang 001; Hui Chen 018; Zelin Dai; Zezhong Xu; Chengming Wang; Xiaoyu Wang; Qiang Chen; Huajun Chen (CoRR, 2022)

Relphormer: Relational Graph Transformer for Knowledge Graph Representation. - Zhen Bi; Siyuan Cheng 008; Ningyu Zhang 001; Xiaozhuan Liang; Feiyu Xiong; 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)

Multi-modal Protein Knowledge Graph Construction and Applications. - Siyuan Cheng 008; Xiaozhuan Liang; Zhen Bi; Huajun Chen; Ningyu Zhang 001 (CoRR, 2022)

Aspect-based Sentiment Classification with Sequential Cross-modal Semantic Graph. - Yufeng Huang; Zhuo Chen 007; Wen Zhang 015; Jiaoyan Chen 001; Jeff Z. Pan; Zhen Yao 001; Yujie Xie; Huajun Chen (CoRR, 2022)

Ruleformer: Context-aware Differentiable Rule Mining over Knowledge Graph. - Zezhong Xu; Peng Ye 007; Hui Chen 018; Meng Zhao; Huajun Chen; Wen Zhang 015 (CoRR, 2022)

Schema-aware Reference as Prompt Improves Data-Efficient Relational Triple and Event Extraction. - Yunzhi Yao; Shengyu Mao; Xiang Chen 016; Ningyu Zhang 001; Shumin Deng; Huajun Chen (CoRR, 2022)

Tele-Knowledge Pre-training for Fault Analysis. - Zhuo Chen 007; Wen Zhang 015; Yufeng Huang; Mingyang Chen; Yuxia Geng; Hongtao Yu; Zhen Bi; Yichi Zhang 009; Zhen Yao 001; Wenting Song; Xinliang Wu; Yi Yang; et al. (CoRR, 2022)

On Analyzing the Role of Image for Visual-enhanced Relation Extraction. - Lei Li 040; Xiang Chen 016; Shuofei Qiao; Feiyu Xiong; Huajun Chen; Ningyu Zhang 001 (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)

Robust triple extraction with cascade bidirectional capsule network. - Ningyu Zhang 001; Shumin Deng; Hongbin Ye; Wei Zhang 127; Huajun Chen (Expert Syst. Appl., 2022)

Interactive communication with clustering collaboration for wireless powered communication networks. - Lina Yuan; Huajun Chen; Jing Gong (Int. J. Distributed Sens. Networks, 2022)

Hierarchical knowledge amalgamation with dual discriminative feature alignment. - Renjun Xu; Shuoying Liang; Lanyu Wen; Zhitong Guo; Xinyue Huang; Mingli Song; Jindong Wang 001; Xiaoxiao Xu; Huajun Chen (Inf. Sci., 2022)

Federated knowledge graph completion via embedding-contrastive learning. - Mingyang Chen; Wen Zhang 015; Zonggang Yuan; Yantao Jia; Huajun Chen (Knowl. Based Syst., 2022)

Low-resource extraction with knowledge-aware pairwise prototype learning. - Shumin Deng; Ningyu Zhang 001; Hui Chen 018; Chuanqi Tan; Fei Huang 002; Changliang Xu; Huajun Chen (Knowl. Based Syst., 2022)

Multi-Modal Protein Knowledge Graph Construction and Applications (Student Abstract). - Siyuan Cheng 008; Xiaozhuan Liang; Zhen Bi; Huajun Chen; Ningyu Zhang 001 (AAAI, 2023)

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)

Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph Embedding. - Mingyang Chen; Wen Zhang 015; Zhen Yao 001; Yushan Zhu; Yang Gao; Jeff Z. Pan; Huajun Chen (AAAI, 2023)

On Analyzing the Role of Image for Visual-Enhanced Relation Extraction (Student Abstract). - Lei Li 040; Xiang Chen 016; Shuofei Qiao; Feiyu Xiong; Huajun Chen; Ningyu Zhang 001 (AAAI, 2023)

Analogical Inference Enhanced Knowledge Graph Embedding. - Zhen Yao 001; Wen Zhang 015; Mingyang Chen; Yufeng Huang; Yi Yang; Huajun Chen (AAAI, 2023)

Reasoning with Language Model Prompting: A Survey. - Shuofei Qiao; Yixin Ou; Ningyu Zhang 001; Xiang Chen 016; Yunzhi Yao; Shumin Deng; Chuanqi Tan; Fei Huang 002; Huajun Chen (ACL (1), 2023)

Active Finetuning Protein Language Model: A Budget-Friendly Method for Directed Evolution. - Ming Qin; Keyan Ding; Bin Wu 025; Zhenping Li; Haihong Yang; Zeyuan Wang; Hongbin Ye; Haoran Yu; Huajun Chen; Qiang Zhang 026 (ECAI, 2023)

Can We Edit Multimodal Large Language Models? - Siyuan Cheng 008; Bozhong Tian; Qingbin Liu; Xi Chen 003; Yongheng Wang; Huajun Chen; Ningyu Zhang 001 (EMNLP, 2023)

Knowledge Rumination for Pre-trained Language Models. - Yunzhi Yao; Peng Wang 104; Shengyu Mao; Chuanqi Tan; Fei Huang 002; Huajun Chen; Ningyu Zhang 001 (EMNLP, 2023)

Editing Large Language Models: Problems, Methods, and Opportunities. - Yunzhi Yao; Peng Wang 104; Bozhong Tian; Siyuan Cheng 008; Zhoubo Li; Shumin Deng; Huajun Chen; Ningyu Zhang 001 (EMNLP, 2023)

Schema-adaptable Knowledge Graph Construction. - Hongbin Ye; Honghao Gui; Xin Xu 010; Xi Chen 003; Huajun Chen; Ningyu Zhang 001 (EMNLP (Findings), 2023)

Tele-Knowledge Pre-training for Fault Analysis. - Zhuo Chen 007; Wen Zhang 015; Yufeng Huang; Mingyang Chen; Yuxia Geng; Hongtao Yu; Zhen Bi; Yichi Zhang 009; Zhen Yao 001; Wenting Song; Xinliang Wu; Yi Yang; et al. (ICDE, 2023)

Construction and Applications of Billion-Scale Pre-Trained Multimodal Business Knowledge Graph. - Shumin Deng; Chengming Wang; Zhoubo Li; Ningyu Zhang 001; Zelin Dai; Hehong Chen; Feiyu Xiong; Ming Yan 008; Qiang Chen; Mosha Chen; Jiaoyan Chen 001; Jeff Z. Pan; et al. (ICDE, 2023)

Relational Message Passing for Fully Inductive Knowledge Graph Completion. - Yuxia Geng; Jiaoyan Chen 001; Jeff Z. Pan; Mingyang Chen; Song Jiang; Wen Zhang 015; Huajun Chen (ICDE, 2023)

Multimodal Analogical Reasoning over Knowledge Graphs. - Ningyu Zhang 001; Lei Li 040; Xiang Chen 016; Xiaozhuan Liang; Shumin Deng; Huajun Chen (ICLR, 2023)

Multi-level Protein Structure Pre-training via Prompt Learning. - Zeyuan Wang; Qiang Zhang 026; Shuangwei Hu; Haoran Yu; Xurui Jin; Zhichen Gong; Huajun Chen (ICLR, 2023)

One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER. - Xiang Chen 016; Lei Li 040; Shuofei Qiao; Ningyu Zhang 001; Chuanqi Tan; Yong Jiang 001; Fei Huang 002; Huajun Chen (IJCAI, 2023)

Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge Graphs. - Mingyang Chen; Wen Zhang 015; Yuxia Geng; Zezhong Xu; Jeff Z. Pan; Huajun Chen (IJCAI, 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)

Newton-Cotes Graph Neural Networks: On the Time Evolution of Dynamic Systems. - Lingbing Guo; Weiqing Wang; Zhuo Chen 007; Ningyu Zhang 001; Zequn Sun; Yixuan Lai; Qiang Zhang 026; Huajun Chen (NeurIPS, 2023)

Learning Invariant Molecular Representation in Latent Discrete Space. - Xiang Zhuang; Qiang Zhang 026; Keyan Ding; Yatao Bian; Xiao Wang 014; Jingsong Lv; Hongyang Chen; Huajun Chen (NeurIPS, 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)

A Comprehensive Study on Knowledge Graph Embedding over Relational Patterns Based on Rule Learning. - Long Jin; Zhen Yao 001; Mingyang Chen; Huajun Chen; Wen Zhang 015 (ISWC, 2023)

Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction. - Yunzhi Yao; Shengyu Mao; Ningyu Zhang 001; Xiang Chen 016; Shumin Deng; Xi Chen 003; Huajun Chen (SIGIR, 2023)

NeuralKG-ind: A Python Library for Inductive Knowledge Graph Representation Learning. - Wen Zhang 015; Zhen Yao 001; Mingyang Chen; Zhiwei Huang; Huajun Chen (SIGIR, 2023)

Structure Pretraining and Prompt Tuning for Knowledge Graph Transfer. - Wen Zhang 015; Yushan Zhu; Mingyang Chen; Yuxia Geng; Yufeng Huang; Yajing Xu; Wenting Song; Huajun Chen (WWW, 2023)

Editing Language Model-based Knowledge Graph Embeddings. - Siyuan Cheng 008; Ningyu Zhang 001; Bozhong Tian; Zelin Dai; Feiyu Xiong; Wei Guo; Huajun Chen (CoRR, 2023)

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

Continual Multimodal Knowledge Graph Construction. - Xiang Chen 016; Jintian Zhang; Xiaohan Wang; Tongtong Wu; Shumin Deng; Yongheng Wang; Luo Si; Huajun Chen; Ningyu Zhang 001 (CoRR, 2023)

Schema-adaptable Knowledge Graph Construction. - Hongbin Ye; Honghao Gui; Xin Xu 010; Huajun Chen; Ningyu Zhang 001 (CoRR, 2023)

InstructIE: A Bilingual Instruction-based Information Extraction Dataset. - Honghao Gui; Shuofei Qiao; Jintian Zhang; Hongbin Ye; Mengshu Sun; Lei Liang 002; Huajun Chen; Ningyu Zhang 001 (CoRR, 2023)

Making Language Models Better Tool Learners with Execution Feedback. - Shuofei Qiao; Honghao Gui; Huajun Chen; Ningyu Zhang 001 (CoRR, 2023)

Revisit and Outstrip Entity Alignment: A Perspective of Generative Models. - Lingbing Guo; Zhuo Chen 007; Jiaoyan Chen 001; Huajun Chen (CoRR, 2023)

EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models. - Peng Wang 104; Ningyu Zhang 001; Bozhong Tian; Zekun Xi; Yunzhi Yao; Ziwen Xu; Mengru Wang; Shengyu Mao; Xiaohan Wang; Siyuan Cheng 008; Kangwei Liu; Yuansheng Ni; et al. (CoRR, 2023)

When Do Program-of-Thoughts Work for Reasoning? - Zhen Bi; Ningyu Zhang 001; Yinuo Jiang; Shumin Deng; Guozhou Zheng; Huajun Chen (CoRR, 2023)

Agents: An Open-source Framework for Autonomous Language Agents. - Wangchunshu Zhou; Yuchen Eleanor Jiang; Long Li; Jialong Wu 007; Tiannan Wang; Shi Qiu; Jintian Zhang; Jing Chen; Ruipu Wu; Shuai Wang; Shiding Zhu; Jiyu Chen; et al. (CoRR, 2023)

Editing Personality for LLMs. - Shengyu Mao; Ningyu Zhang 001; Xiaohan Wang; Mengru Wang; Yunzhi Yao; Yong Jiang 001; Pengjun Xie; Fei Huang 002; Huajun Chen (CoRR, 2023)

Making Large Language Models Perform Better in Knowledge Graph Completion. - Yichi Zhang 009; Zhuo Chen 007; Wen Zhang 015; Huajun Chen (CoRR, 2023)

FactCHD: Benchmarking Fact-Conflicting Hallucination Detection. - Xiang Chen 016; Duanzheng Song; Honghao Gui; Chengxi Wang; Ningyu Zhang 001; Jiang Yong; Fei Huang 002; Chengfei Lv; Dan Zhang; Huajun Chen (CoRR, 2023)

Reliable Academic Conference Question Answering: A Study Based on Large Language Model. - Zhiwei Huang; Long Jin; Junjie Wang; Mingchen Tu; Yin Hua; Zhiqiang Liu; Jiawei Meng; Huajun Chen; Wen Zhang 015 (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)

A discrete salp swarm algorithm for the vehicle routing problem with time windows. - Huajun Chen; Yanguang Cai (Int. J. Auton. Adapt. Commun. Syst., 2023)

Multiantenna Clustering Collaboration for WPCNs Based on Nonlinear EH. - Lina Yuan; Huajun Chen; Anran Zhou; Rong Wang; Xianli Wen (Int. J. Distributed Sens. Networks, 2023)

Preface to the Special Issue on Knowledge-empowered Information Systems. - Hong Gao; Huajun Chen; Xiang Zhao 002; Ruixuan Li 001 (Int. J. Softw. Informatics, 2023)

Differentiable learning of rules with constants in knowledge graph. - Zezhong Xu; Peng Ye 007; Juan Li 010; Huajun Chen; Wen Zhang 015 (Knowl. Based Syst., 2023)

LOGEN: Few-Shot Logical Knowledge-Conditioned Text Generation With Self-Training. - Shumin Deng; Jiacheng Yang; Hongbin Ye; Chuanqi Tan; Mosha Chen; Songfang Huang; Fei Huang 002; Huajun Chen; Ningyu Zhang 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Benchmarking knowledge-driven zero-shot learning. - Yuxia Geng; Jiaoyan Chen 001; Xiang Zhuang; Zhuo Chen 007; Jeff Z. Pan; Juan Li 010; Zonggang Yuan; Huajun Chen (J. Web Semant., 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)

Zero-Shot and Few-Shot Learning With Knowledge Graphs: A Comprehensive Survey. - Jiaoyan Chen 001; Yuxia Geng; Zhuo Chen 007; Jeff Z. Pan; Yuan He 008; Wen Zhang 015; Ian Horrocks 001; Huajun Chen (Proc. IEEE, 2023)

Editing Language Model-Based Knowledge Graph Embeddings. - Siyuan Cheng 008; Ningyu Zhang 001; Bozhong Tian; Xi Chen 003; Qingbin Liu; Huajun Chen (AAAI, 2024)

When Do Program-of-Thought Works for Reasoning? - Zhen Bi; Ningyu Zhang 001; Yinuo Jiang; Shumin Deng; Guozhou Zheng; Huajun Chen (AAAI, 2024)

OceanGPT: A Large Language Model for Ocean Science Tasks. - Zhen Bi; Ningyu Zhang 001; Yida Xue; Yixin Ou; Daxiong Ji; Guozhou Zheng; Huajun Chen (ACL (1), 2024)

Unified Hallucination Detection for Multimodal Large Language Models. - Xiang Chen 016; Chenxi Wang; Yida Xue; Ningyu Zhang 001; Xiaoyan Yang; Qiang Li 022; Yue Shen; Lei Liang 002; Jinjie Gu; Huajun Chen (ACL (1), 2024)

IEPile: Unearthing Large Scale Schema-Conditioned Information Extraction Corpus. - Honghao Gui; Lin Yuan; Hongbin Ye; Ningyu Zhang 001; Mengshu Sun; Lei Liang 002; Huajun Chen (ACL (Short Papers), 2024)

Enhancing Cross Text-Molecule Learning by Self-Augmentation. - Yinuo Jiang; Xiang Zhuang; Keyan Ding; Qiang Zhang 026; Huajun Chen (ACL (Findings), 2024)

AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning. - Shuofei Qiao; Ningyu Zhang 001; Runnan Fang; Yujie Luo; Wangchunshu Zhou; Yuchen Eleanor Jiang; Chengfei Lv; Huajun Chen (ACL (1), 2024)

Detoxifying Large Language Models via Knowledge Editing. - Mengru Wang; Ningyu Zhang 001; Ziwen Xu; Zekun Xi; Shumin Deng; Yunzhi Yao; Qishen Zhang; Linyi Yang; Jindong Wang 001; Huajun Chen (ACL (1), 2024)

InstructProtein: Aligning Human and Protein Language via Knowledge Instruction. - Zeyuan Wang; Qiang Zhang 026; Keyan Ding; Ming Qin; Xiang Zhuang; Xiaotong Li; Huajun Chen (ACL (1), 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)

Unleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph Completion. - Yichi Zhang 009; Zhuo Chen 007; Lei Liang 002; Huajun Chen; Wen Zhang 015 (LREC/COLING, 2024)

DET: A Dual-Encoding Transformer for Relational Graph Embedding. - Lingbing Guo; Zhuo Chen 007; Jiaoyan Chen 001; Qiang Zhang 026; Huajun Chen (LREC/COLING, 2024)

Prompt-fused Framework for Inductive Logical Query Answering. - Zezhong Xu; Wen Zhang 015; Peng Ye 007; Lei Liang 002; Huajun Chen (LREC/COLING, 2024)

RaFe: Ranking Feedback Improves Query Rewriting for RAG. - Shengyu Mao; Yong Jiang 001; Boli Chen; Xiao Li; Peng Wang 104; Xinyu Wang 013; Pengjun Xie; Fei Huang 002; Huajun Chen; Ningyu Zhang 001 (EMNLP (Findings), 2024)

To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models. - Bozhong Tian; Xiaozhuan Liang; Siyuan Cheng 008; Qingbin Liu; Mengru Wang; Dianbo Sui; Xi Chen 003; Huajun Chen; Ningyu Zhang 001 (EMNLP (Findings), 2024)

Learning to Plan for Retrieval-Augmented Large Language Models from Knowledge Graphs. - Junjie Wang; Mingyang Chen; Binbin Hu; Dan Yang 004; Ziqi Liu; Yue Shen; Peng Wei; Zhiqiang Zhang 012; Jinjie Gu; Jun Zhou 011; Jeff Z. Pan; Wen Zhang 015; et al. (EMNLP (Findings), 2024)

Editing Conceptual Knowledge for Large Language Models. - Xiaohan Wang; Shengyu Mao; Shumin Deng; Yunzhi Yao; Yue Shen; Lei Liang 002; Jinjie Gu; Huajun Chen; Ningyu Zhang 001 (EMNLP (Findings), 2024)

Knowledge Mechanisms in Large Language Models: A Survey and Perspective. - Mengru Wang; Yunzhi Yao; Ziwen Xu; Shuofei Qiao; Shumin Deng; Peng Wang 104; Xiang Chen 016; Jia-Chen Gu; Yong Jiang 001; Pengjun Xie; Fei Huang 002; Huajun Chen; et al. (EMNLP (Findings), 2024)

OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs. - Jintian Zhang; Cheng Peng; Mengshu Sun; Xiang Chen 016; Lei Liang 002; Zhiqiang Zhang 012; Jun Zhou 011; Huajun Chen; Ningyu Zhang 001 (EMNLP (Findings), 2024)

Knowledge Graph Reasoning with Logics and Embeddings: Survey and Perspective. - Wen Zhang 015; Jiaoyan Chen 001; Juan Li 010; Zezhong Xu; Jeff Z. Pan; Huajun Chen (ICKG, 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)

Unveiling the Pitfalls of Knowledge Editing for Large Language Models. - Zhoubo Li; Ningyu Zhang 001; Yunzhi Yao; Mengru Wang; Xi Chen 003; Huajun Chen (ICLR, 2024)

Knowledge-aware Reinforced Language Models for Protein Directed Evolution. - Yuhao Wang; Qiang Zhang 026; Ming Qin; Xiang Zhuang; Xiaotong Li; Zhichen Gong; Zeyuan Wang; Yu Zhao 009; Jianhua Yao 001; Keyan Ding; Huajun Chen (ICML, 2024)

InstructEdit: Instruction-Based Knowledge Editing for Large Language Models. - Ningyu Zhang 001; Bozhong Tian; Siyuan Cheng 008; Xiaozhuan Liang; Yi Hu; Kouying Xue; Yanjie Gou; Xi Chen 003; Huajun Chen (IJCAI, 2024)

FactCHD: Benchmarking Fact-Conflicting Hallucination Detection. - Xiang Chen 016; Duanzheng Song; Honghao Gui; Chenxi Wang; Ningyu Zhang 001; Yong Jiang 001; Fei Huang 002; Chengfei Lyu; Dan Zhang; Huajun Chen (IJCAI, 2024)

Continual Multimodal Knowledge Graph Construction. - Xiang Chen 016; Jingtian Zhang; Xiaohan Wang; Ningyu Zhang 001; Tongtong Wu; Yuxiang Wang 001; Yongheng Wang; Huajun Chen (IJCAI, 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)

Making Large Language Models Perform Better in Knowledge Graph Completion. - Yichi Zhang 009; Zhuo Chen 007; Lingbing Guo; Yajing Xu; Wen Zhang 015; Huajun Chen (ACM Multimedia, 2024)

Making Language Models Better Tool Learners with Execution Feedback. - Shuofei Qiao; Honghao Gui; Chengfei Lv; Qianghuai Jia; Huajun Chen; Ningyu Zhang 001 (NAACL-HLT, 2024)

WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models. - Peng Wang 104; Zexi Li; Ningyu Zhang 001; Ziwen Xu; Yunzhi Yao; Yong Jiang 001; Pengjun Xie; Fei Huang 002; Huajun Chen (NeurIPS, 2024)

MKGL: Mastery of a Three-Word Language. - Lingbing Guo; Zhongpu Bo; Zhuo Chen 007; Yichi Zhang 009; Jiaoyan Chen 001; Yarong Lan; Mengshu Sun; Zhiqiang Zhang 012; Yangyifei Luo; Qian Li 033; Qiang Zhang 026; Wen Zhang 015; et al. (NeurIPS, 2024)

Agent Planning with World Knowledge Model. - Shuofei Qiao; Runnan Fang; Ningyu Zhang 001; Yuqi Zhu; Xiang Chen 016; Shumin Deng; Yong Jiang 001; Pengjun Xie; Fei Huang 002; Huajun Chen (NeurIPS, 2024)

DePLM: Denoising Protein Language Models for Property Optimization. - Zeyuan Wang; Keyan Ding; Ming Qin; Xiaotong Li; Xiang Zhuang; Yu Zhao 009; Jianhua Yao 001; Qiang Zhang 026; Huajun Chen (NeurIPS, 2024)

Knowledge Circuits in Pretrained Transformers. - Yunzhi Yao; Ningyu Zhang 001; Zekun Xi; Mengru Wang; Ziwen Xu; Shumin Deng; Huajun Chen (NeurIPS, 2024)

InstructIE: A Bilingual Instruction-based Information Extraction Dataset. - Honghao Gui; Shuofei Qiao; Jintian Zhang; Hongbin Ye; Mengshu Sun; Lei Liang 002; Jeff Z. Pan; Huajun Chen; Ningyu Zhang 001 (ISWC (3), 2024)

NativE: Multi-modal Knowledge Graph Completion in the Wild. - Yichi Zhang 009; Zhuo Chen 007; Lingbing Guo; Yajing Xu; Binbin Hu; Ziqi Liu; Wen Zhang 015; Huajun Chen (SIGIR, 2024)

OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System. - Ningyu Zhang 001; Zekun Xi; Yujie Luo; Peng Wang 104; Bozhong Tian; Yunzhi Yao; Jintian Zhang; Shumin Deng; Mengshu Sun; Lei Liang 002; Zhiqiang Zhang 012; Xiaowei Zhu; et al. (VLDB Workshops, 2024)

A Comprehensive Study of Knowledge Editing for Large Language Models. - Ningyu Zhang 001; Yunzhi Yao; Bozhong Tian; Peng Wang 104; Shumin Deng; Mengru Wang; Zekun Xi; Shengyu Mao; Jintian Zhang; Yuansheng Ni; Siyuan Cheng 008; Ziwen Xu; et al. (CoRR, 2024)

AUTOACT: Automatic Agent Learning from Scratch via Self-Planning. - Shuofei Qiao; Ningyu Zhang 001; Runnan Fang; Yujie Luo; Wangchunshu Zhou; Yuchen Eleanor Jiang; Chengfei Lv; Huajun Chen (CoRR, 2024)

Scientific Large Language Models: A Survey on Biological & Chemical Domains. - Qiang Zhang 026; Keyang Ding; Tianwen Lyv; Xinda Wang 005; Qingyu Yin; Yiwen Zhang; Jing Yu; Yuhao Wang; Xiaotong Li; Zhuoyi Xiang; Xiang Zhuang; Zeyuan Wang; et al. (CoRR, 2024)

Weaver: Foundation Models for Creative Writing. - Tiannan Wang; Jiamin Chen; Qingrui Jia; Shuai Wang; Ruoyu Fang; Huilin Wang; Zhaowei Gao; Chunzhao Xie; Chuou Xu; Jihong Dai; Yibin Liu; Jialong Wu 007; et al. (CoRR, 2024)

EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models. - Yixin Ou; Ningyu Zhang 001; Honghao Gui; Ziwen Xu; Shuofei Qiao; Yida Xue; Runnan Fang; Kangwei Liu; Lei Li 040; Zhen Bi; Guozhou Zheng; Huajun Chen (CoRR, 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)

IEPile: Unearthing Large-Scale Schema-Based Information Extraction Corpus. - Honghao Gui; Lin Yuan; Hongbin Ye; Ningyu Zhang 001; Mengshu Sun; Lei Liang 002; Huajun Chen (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)

Sample-Efficient Human Evaluation of Large Language Models via Maximum Discrepancy Competition. - Kehua Feng; Keyan Ding; Kede Ma; Zhihua Wang 002; Qiang Zhang 026; Huajun Chen (CoRR, 2024)

MyGO: Discrete Modality Information as Fine-Grained Tokens for Multi-modal Knowledge Graph Completion. - Yichi Zhang 009; Zhuo Chen 007; Lingbing Guo; Yajing Xu; Binbin Hu; Ziqi Liu; Huajun Chen; Wen Zhang 015 (CoRR, 2024)

Multi-domain Knowledge Graph Collaborative Pre-training and Prompt Tuning for Diverse Downstream Tasks. - Yichi Zhang 009; Binbin Hu; Zhuo Chen 007; Lingbing Guo; Ziqi Liu; Zhiqiang Zhang 012; Lei Liang 002; Huajun Chen; Wen Zhang 015 (CoRR, 2024)

Mixture of Modality Knowledge Experts for Robust Multi-modal Knowledge Graph Completion. - Yichi Zhang 009; Zhuo Chen 007; Lingbing Guo; Yajing Xu; Binbin Hu; Ziqi Liu; Wen Zhang 015; Huajun Chen (CoRR, 2024)

SciKnowEval: Evaluating Multi-level Scientific Knowledge of Large Language Models. - Kehua Feng; Keyan Ding; Weijie Wang; Xiang Zhuang; Zeyuan Wang; Ming Qin; Yu Zhao 009; Jianhua Yao 001; Qiang Zhang 026; Huajun Chen (CoRR, 2024)

InstructRL4Pix: Training Diffusion for Image Editing by Reinforcement Learning. - Tiancheng Li; Jinxiu Liu; Huajun Chen; Qi Liu (CoRR, 2024)

Symbolic Learning Enables Self-Evolving Agents. - Wangchunshu Zhou; Yixin Ou; Shengwei Ding; Long Li; Jialong Wu 007; Tiannan Wang; Jiamin Chen; Shuai Wang; Xiaohua Xu 003; Ningyu Zhang 001; Huajun Chen; Yuchen Eleanor Jiang (CoRR, 2024)

SF-GNN: Self Filter for Message Lossless Propagation in Deep Graph Neural Network. - Yushan Zhu; Wen Zhang 015; Yajing Xu; Zhen Yao 001; Mingyang Chen; Huajun Chen (CoRR, 2024)

RuleAlign: Making Large Language Models Better Physicians with Diagnostic Rule Alignment. - Xiaohan Wang; Xiaoyan Yang; Yuqi Zhu; Yue Shen; Jian Wang; Peng Wei; Lei Liang 002; Jinjie Gu; Huajun Chen; Ningyu Zhang 001 (CoRR, 2024)

Benchmarking Chinese Knowledge Rectification in Large Language Models. - Tianhe Lu; Jizhan Fang; Yunzhi Yao; Xin Xu 010; Ningyu Zhang 001; Huajun Chen (CoRR, 2024)

KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation. - Lei Liang 002; Mengshu Sun; Zhengke Gui; Zhongshu Zhu; Zhouyu Jiang; Ling Zhong; Yuan Qu; Peilong Zhao; Zhongpu Bo; Jin Yang; Huaidong Xiong; Lin Yuan; et al. (CoRR, 2024)

SciSafeEval: A Comprehensive Benchmark for Safety Alignment of Large Language Models in Scientific Tasks. - Tianhao Li; Jingyu Lu; Chuangxin Chu; Tianyu Zeng; Yujia Zheng; Mei Li; Haotian Huang; Bin Wu 025; Zuoxian Liu; Kai Ma; Xuejing Yuan; Xingkai Wang; et al. (CoRR, 2024)

InstructBioMol: Advancing Biomolecule Understanding and Design Following Human Instructions. - Xiang Zhuang; Keyan Ding; Tianwen Lyu; Yinuo Jiang; Xiaotong Li; Zhuoyi Xiang; Zeyuan Wang; Ming Qin; Kehua Feng; Jike Wang; Qiang Zhang 026; Huajun Chen (CoRR, 2024)

Exploring Model Kinship for Merging Large Language Models. - Yedi Hu; Yunzhi Yao; Ningyu Zhang 001; Shumin Deng; Huajun Chen (CoRR, 2024)

UniHR: Hierarchical Representation Learning for Unified Knowledge Graph Link Prediction. - Zhiqiang Liu; Mingyang Chen; Yin Hua; Zhuo Chen 007; Ziqi Liu; Lei Liang 002; Huajun Chen; Wen Zhang 015 (CoRR, 2024)

Large Knowledge Model: Perspectives and Challenges. - Huajun Chen (Data Intell., 2024)

A discrete bat algorithm for collaborative scheduling of discrete manufacturing logistics. - Huajun Chen; Yanguang Cai (Int. J. Auton. Adapt. Commun. Syst., 2024)

An improved salp swarm algorithm for collaborative scheduling of discrete manufacturing logistics with time windows. - Huajun Chen; Yanguang Cai (Int. J. Auton. Adapt. Commun. Syst., 2024)

Billion-scale pre-trained knowledge graph model for conversational chatbot. - Chi-Man Wong; Fan Feng; Wen Zhang 015; Huajun Chen; Chi-Man Vong; Chuangquan Chen (Neurocomputing, 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)

Sequence Labeling as Non-Autoregressive Dual-Query Set Generation. - Xiang Chen 016; Lei Li 040; Yuqi Zhu; Shumin Deng; Chuanqi Tan; Fei Huang 002; Luo Si; Ningyu Zhang 001; Huajun Chen (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

CodeKGC: Code Language Model for Generative Knowledge Graph Construction. - Zhen Bi; Jing Chen; Yinuo Jiang; Feiyu Xiong; Wei Guo; Huajun Chen; Ningyu Zhang 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2024)

InBox: Recommendation with Knowledge Graph using Interest Box Embedding. - Zezhong Xu; Yincen Qu; Wen Zhang 015; Lei Liang 002; Huajun Chen (Proc. VLDB Endow., 2024)

LLMs for knowledge graph construction and reasoning: recent capabilities and future opportunities. - Yuqi Zhu; Xiaohan Wang; Jing Chen; Shuofei Qiao; Yixin Ou; Yunzhi Yao; Shumin Deng; Huajun Chen; Ningyu Zhang 001 (World Wide Web (WWW), 2024)

Start From Zero: Triple Set Prediction for Automatic Knowledge Graph Completion. - Wen Zhang 015; Yajing Xu; Peng Ye 007; Zhiwei Huang; Zezhong Xu; Jiaoyan Chen 001; Jeff Z. Pan; Huajun Chen (IEEE Trans. Knowl. Data Eng., 2024)

K-ON: Stacking Knowledge on the Head Layer of Large Language Model. - Lingbing Guo; Yichi Zhang 009; Zhongpu Bo; Zhuo Chen 007; Mengshu Sun; Zhiqiang Zhang 012; Wen Zhang 015; Huajun Chen (AAAI, 2025)

Tokenization, Fusion, and Augmentation: Towards Fine-grained Multi-modal Entity Representation. - Yichi Zhang 009; Zhuo Chen 007; Lingbing Guo; Yajing Xu; Binbin Hu; Ziqi Liu; Wen Zhang 015; Huajun Chen (AAAI, 2025)

TrustUQA: A Trustful Framework for Unified Structured Data Question Answering. - Wen Zhang 015; Long Jin; Yushan Zhu; Jiaoyan Chen 001; Zhiwei Huang; Junjie Wang; Yin Hua; Lei Liang 002; Huajun Chen (AAAI, 2025)

CKnowEdit: A New Chinese Knowledge Editing Dataset for Linguistics, Facts, and Logic Error Correction in LLMs. - Jizhan Fang; Tianhe Lu; Yunzhi Yao; Ziyan Jiang; Xin Xu 010; Huajun Chen; Ningyu Zhang 001 (ACL (1), 2025)

Sample-Efficient Human Evaluation of Large Language Models via Maximum Discrepancy Competition. - Kehua Feng; Keyan Ding; Hongzhi Tan; Kede Ma; Zhihua Wang 002; Shuangquan Guo; Yuzhou Cheng; Ge Sun; Guozhou Zheng; Qiang Zhang 026; Huajun Chen (ACL (1), 2025)

Beyond Completion: A Foundation Model for General Knowledge Graph Reasoning. - Yin Hua; Zhiqiang Liu; Mingyang Chen; Zheng Fang; Chi Man Wong; Lingxiao Li; Chi-Man Vong; Huajun Chen; Wen Zhang 015 (ACL (Findings), 2025)

How Do LLMs Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training. - Yixin Ou; Yunzhi Yao; Ningyu Zhang 001; Hui Jin; Jiacheng Sun; Shumin Deng; Zhenguo Li; Huajun Chen (ACL (Findings), 2025)

Agentic Knowledgeable Self-awareness. - Shuofei Qiao; Zhisong Qiu; Baochang Ren; Xiaobin Wang; Xiangyuan Ru; Ningyu Zhang 001; Xiang Chen 016; Yong Jiang 001; Pengjun Xie; Fei Huang 002; Huajun Chen (ACL (1), 2025)

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization. - Yuhao Wang; Keyan Ding; Kehua Feng; Zeyuan Wang; Ming Qin; Xiaotong Li; Qiang Zhang 026; Huajun Chen (ACL (1), 2025)

Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms. - Mengru Wang; Ziwen Xu; Shengyu Mao; Shumin Deng; Zhaopeng Tu; Huajun Chen; Ningyu Zhang 001 (ACL (1), 2025)

ReLearn: Unlearning via Learning for Large Language Models. - Haoming Xu; Ningyuan Zhao; Liming Yang; Sendong Zhao; Shumin Deng; Mengru Wang; Bryan Hooi; Nay Oo; Huajun Chen; Ningyu Zhang 001 (ACL (1), 2025)

EventRAG: Enhancing LLM Generation with Event Knowledge Graphs. - Zairun Yang; Yilin Wang; Zhengyan Shi; Yuan Yao; Lei Liang 002; Keyan Ding; Emine Yilmaz; Huajun Chen; Qiang Zhang 026 (ACL (1), 2025)

Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking. - Yichi Zhang 009; Zhuo Chen 007; Lingbing Guo; Yajing Xu; Shaokai Chen; Mengshu Sun; Binbin Hu; Zhiqiang Zhang 012; Lei Liang 002; Wen Zhang 015; Huajun Chen (ACL (1), 2025)

RiOT: Efficient Prompt Refinement with Residual Optimization Tree. - Chenyi Zhou; Zhengyan Shi; Yuan Yao; Lei Liang; Huajun Chen; Qiang Zhang (ACL (1), 2025)

Croppable Knowledge Graph Embedding. - Yushan Zhu; Wen Zhang 015; Zhiqiang Liu; Mingyang Chen; Lei Liang 002; Huajun Chen (ACL (1), 2025)

Boosting LLM's Molecular Structure Elucidation with Knowledge Enhanced Tree Search Reasoning. - Xiang Zhuang; Bin Wu 025; Jiyu Cui; Kehua Feng; Xiaotong Li; Huabin Xing; Keyan Ding; Qiang Zhang 026; Huajun Chen (ACL (1), 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)

Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation Learning. - Yichi Zhang 009; Zhuo Chen 007; Lingbing Guo; Yajing Xu; Binbin Hu; Ziqi Liu; Wen Zhang 015; Huajun Chen (ICLR, 2025)

SaMer: A Scenario-aware Multi-dimensional Evaluator for Large Language Models. - Kehua Feng; Keyan Ding; Jing Yu; Yiwen Qu; Zhiwen Chen 002; Chengfei Lv; Gang Yu; Qiang Zhang 026; Huajun Chen (ICLR, 2025)

Benchmarking Agentic Workflow Generation. - Shuofei Qiao; Runnan Fang; Zhisong Qiu; Xiaobin Wang; Ningyu Zhang 001; Yong Jiang 001; Pengjun Xie; Fei Huang 002; Huajun Chen (ICLR, 2025)

MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation. - Chenxi Wang; Xiang Chen 016; Ningyu Zhang 001; Bozhong Tian; Haoming Xu; Shumin Deng; Huajun Chen (ICLR, 2025)

KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents. - Yuqi Zhu; Shuofei Qiao; Yixin Ou; Shumin Deng; Shiwei Lyu; Yue Shen; Lei Liang 002; Jinjie Gu; Huajun Chen; Ningyu Zhang 001 (NAACL (Findings), 2025)

KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation. - Lei Liang 002; Zhongpu Bo; Zhengke Gui; Zhongshu Zhu; Ling Zhong; Peilong Zhao; Mengshu Sun; Zhiqiang Zhang 012; Jun Zhou 011; Wenguang Chen; Wen Zhang 015; Huajun Chen (WWW (Companion Volume), 2025)

OntoTune: Ontology-Driven Self-training for Aligning Large Language Models. - Zhiqiang Liu; Chengtao Gan; Junjie Wang; Yichi Zhang 009; Zhongpu Bo; Mengshu Sun; Huajun Chen; Wen Zhang 015 (WWW, 2025)

OneKE: A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System. - Yujie Luo; Xiangyuan Ru; Kangwei Liu; Lin Yuan; Mengshu Sun; Ningyu Zhang 001; Lei Liang 002; Zhiqiang Zhang 012; Jun Zhou 011; Lanning Wei; Da Zheng; Haofen Wang; et al. (WWW (Companion Volume), 2025)

Structure-Aware Transformer for hyper-relational knowledge graph completion. - Junjie Wang; Huajun Chen; Wen Zhang 015 (Expert Syst. Appl., 2025)

An improved salp swarm algorithm for collaborative scheduling of discrete manufacturing logistics with multiple depots. - Huajun Chen; Yanguang Cai (Int. J. Auton. Adapt. Commun. Syst., 2025)

Environmental Impact Assessment and Mitigation Strategies for WPCCN: Fostering Sustainable Development Through Technological and Policy Interventions. - Lina Yuan; Huajun Chen; Jing Gong; Xianli Wen; Mingwei Kong (Int. J. Distributed Sens. Networks, 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)

OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking. - Zekun Xi; Wenbiao Yin; Jizhan Fang; Jialong Wu 007; Runnan Fang; Ningyu Zhang 001; Yong Jiang 001; Pengjun Xie; Fei Huang 002; Huajun Chen (CoRR, 2025)

OntoTune: Ontology-Driven Self-training for Aligning Large Language Models. - Zhiqiang Liu; Chengtao Gan; Junjie Wang; Yichi Zhang; Zhongpu Bo; Mengshu Sun; Huajun Chen; Wen Zhang 015 (CoRR, 2025)

LightThinker: Thinking Step-by-Step Compression. - Jintian Zhang; Yuqi Zhu; Mengshu Sun; Yujie Luo; Shuofei Qiao; Lun Du; Da Zheng; Huajun Chen; Ningyu Zhang 001 (CoRR, 2025)

CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners. - Yunzhi Yao; Jizhan Fang; Jia-Chen Gu; Ningyu Zhang 001; Shumin Deng; Huajun Chen; Nanyun Peng 001 (CoRR, 2025)

LookAhead Tuning: Safer Language Models via Partial Answer Previews. - Kangwei Liu; Mengru Wang; Yujie Luo; Lin Yuan; Mengshu Sun; Ningyu Zhang 001; Lei Liang 002; Zhiqiang Zhang 012; Jun Zhou 011; Huajun Chen (CoRR, 2025)

ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning. - Mingyang Chen; Tianpeng Li; Haoze Sun; Yijie Zhou; Chenzheng Zhu; Haofen Wang; Jeff Z. Pan; Wen Zhang 015; Huajun Chen; Fan Yang 087; Zenan Zhou; Weipeng Chen (CoRR, 2025)

ADS-Edit: A Multimodal Knowledge Editing Dataset for Autonomous Driving Systems. - Chenxi Wang; Jizhan Fang; Xiang Chen 016; Bozhong Tian; Ziwen Xu; Huajun Chen; Ningyu Zhang 001 (CoRR, 2025)

ZJUKLAB at SemEval-2025 Task 4: Unlearning via Model Merging. - Haoming Xu; Shuxun Wang; Yanqiu Zhao; Yi Zhong; Ziyan Jiang; Ningyuan Zhao; Shumin Deng; Huajun Chen; Ningyu Zhang 001 (CoRR, 2025)

ERPO: Advancing Safety Alignment via Ex-Ante Reasoning Preference Optimization. - Kehua Feng; Keyan Ding; Jing Yu; Menghan Li; Yuhao Wang; Tong Xu; Xinda Wang 005; Qiang Zhang 026; Huajun Chen (CoRR, 2025)

SynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge Refinement. - Runnan Fang; Xiaobin Wang; Yuan Liang; Shuofei Qiao; Jialong Wu 007; Zekun Xi; Ningyu Zhang 001; Yong Jiang 001; Pengjun Xie; Fei Huang 002; Huajun Chen (CoRR, 2025)

Multi-modal Knowledge Graph Generation with Semantics-enriched Prompts. - Yajing Xu; Zhiqiang Liu; Jiaoyan Chen 001; Mingchen Tu; Zhuo Chen 007; Jeff Z. Pan; Yichi Zhang 009; Yushan Zhu; Wen Zhang 015; Huajun Chen (CoRR, 2025)

EasyEdit2: An Easy-to-use Steering Framework for Editing Large Language Models. - Ziwen Xu; Shuxun Wang; Kewei Xu; Haoming Xu; Mengru Wang; Xinle Deng; Yunzhi Yao; Guozhou Zheng; Huajun Chen; Ningyu Zhang 001 (CoRR, 2025)

Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey. - Da Zheng; Lun Du; Junwei Su; Yuchen Tian; Yuqi Zhu; Jintian Zhang; Lanning Wei; Ningyu Zhang 001; Huajun Chen (CoRR, 2025)

SciCUEval: A Comprehensive Dataset for Evaluating Scientific Context Understanding in Large Language Models. - Jing Yu; Yuqi Tang; Kehua Feng; Mingyang Rao; Lei Liang 002; Zhiqiang Zhang 012; Mengshu Sun; Wen Zhang 015; Qiang Zhang 026; Keyan Ding; Huajun Chen (CoRR, 2025)

Spatial Knowledge Graph-Guided Multimodal Synthesis. - Yida Xue; Zhen Bi; Jinnan Yang; Jungang Lou; Huajun Chen; Ningyu Zhang 001 (CoRR, 2025)

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models. - Luolin Xiong; Haofen Wang; Xi Chen 072; Lu Sheng; Yun Xiong; Jingping Liu; Yanghua Xiao; Huajun Chen; Qing-Long Han; Yang Tang (IEEE CAA J. Autom. Sinica, 2025)

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation. - Yichi Zhang 009; Zhuo Chen 007; Lingbing Guo; Yajing Xu; Min Zhang; Wen Zhang 015; Huajun Chen (CoRR, 2025)

AutoMind: Adaptive Knowledgeable Agent for Automated Data Science. - Yixin Ou; Yujie Luo; Jingsheng Zheng; Lanning Wei; Shuofei Qiao; Jintian Zhang; Da Zheng; Huajun Chen; Ningyu Zhang 001 (CoRR, 2025)

OneEval: Benchmarking LLM Knowledge-intensive Reasoning over Diverse Knowledge Bases. - Yongrui Chen 002; Zhiqiang Liu; Jing Yu; Lin Ren; Nan Hu; Xinbang Dai; Jiajun Liu; Jiazhen Kang; Shenyu Zhang; Xinda Wang 005; Keyan Ding; Pengfei Shen; et al. (CoRR, 2025)

RiOT: Efficient Prompt Refinement with Residual Optimization Tree. - Chenyi Zhou; Zhengyan Shi; Yuan Yao; Lei Liang 002; Huajun Chen; Qiang Zhang 026 (CoRR, 2025)

KAG-Thinker: Interactive Thinking and Deep Reasoning in LLMs via Knowledge-Augmented Generation. - Dalong Zhang; Jun Xu 030; Jun Zhou 011; Lei Liang 002; Lin Yuan; Ling Zhong; Mengshu Sun; Peilong Zhao; QiWei Wang; Xiaorui Wang; Xinkai Du; Yangyang Hou; et al. (CoRR, 2025)

Why Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study. - Yuqi Zhu; Yi Zhong; Jintian Zhang; Ziheng Zhang; Shuofei Qiao; Yujie Luo; Lun Du; Da Zheng; Huajun Chen; Ningyu Zhang 001 (CoRR, 2025)

KnowRL: Exploring Knowledgeable Reinforcement Learning for Factuality. - Baochang Ren; Shuofei Qiao; Wenhao Yu 002; Huajun Chen; Ningyu Zhang 001 (CoRR, 2025)

ReCode: Updating Code API Knowledge with Reinforcement Learning. - Haoze Wu; Yunzhi Yao; Wenhao Yu 002; Huajun Chen; Ningyu Zhang 001 (CoRR, 2025)

Scientific Large Language Models: A Survey on Biological & Chemical Domains. - Qiang Zhang 026; Keyan Ding; Tianwen Lv; Xinda Wang 005; Qingyu Yin; Yiwen Zhang; Jing Yu; Yuhao Wang; Xiaotong Li; Zhuoyi Xiang; Xiang Zhuang; Zeyuan Wang; et al. (ACM Comput. Surv., 2025)

MemOS: A Memory OS for AI System. - Zhiyu Li; Shichao Song; Chenyang Xi; Hanyu Wang; Chen Tang; Simin Niu; Ding Chen; Jiawei Yang; Chunyu Li; Qingchen Yu; Jihao Zhao; Yezhaohui Wang; et al. (CoRR, 2025)

SKA-Bench: A Fine-Grained Benchmark for Evaluating Structured Knowledge Understanding of LLMs. - Zhiqiang Liu; Enpei Niu; Yin Hua; Mengshu Sun; Lei Liang 002; Huajun Chen; Wen Zhang 015 (CoRR, 2025)

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration. - Keyan Ding; Jing Yu; Junjie Huang; Yuchen Yang; Qiang Zhang 026; Huajun Chen (CoRR, 2025)

Memp: Exploring Agent Procedural Memory. - Runnan Fang; Yuan Liang; Xiaobin Wang; Jialong Wu 007; Shuofei Qiao; Pengjun Xie; Fei Huang 002; Huajun Chen; Ningyu Zhang 001 (CoRR, 2025)