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)

Experiments Varying Semantic Similarity Measures and Reference Ontologies for Ontology Alignment. - Valerie Cross; Pramit Silwal; Xi Chen 003 (ESWC (Satellite Events), 2013)

Semantic similarity measures in ontology alignment. - Valerie V. Cross; Pramit Silwal; Xi Chen 003 (IFSA/NAFIPS, 2013)

Variations on aligning linked open data ontologies. - Valerie Cross; Chen Gu; Xi Chen 003; Weiguo Xia; Peter Simon (OM, 2013)

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

Extending an ontology alignment system with BioPortal: a preliminary analysis. - Xi Chen 003; Weiguo Xia; Ernesto Jiménez-Ruiz; Valerie V. Cross (ISWC (Posters & Demos), 2014)

LogMap family results for OAEI 2014. - Ernesto Jiménez-Ruiz; Bernardo Cuenca Grau; Weiguo Xia; Alessandro Solimando; Xi Chen 003; Valerie V. Cross; Yuan Gong; Shuo Zhang; Anu Chennai-Thiagarajan (OM, 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)

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)

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)

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)

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)

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)

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

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)

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)

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)

An Industry Evaluation of Embedding-based Entity Alignment. - Ziheng Zhang; Hualuo Liu; Jiaoyan Chen 001; Xi Chen 003; Bo Liu 095; Yuejia Xiang; Yefeng Zheng 001 (COLING (Industry), 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)

Information Theoretic Counterfactual Learning from Missing-Not-At-Random Feedback. - Zifeng Wang 008; Xi Chen 003; Rui Wen 001; Shao-Lun Huang; Ercan E. Kuruoglu; Yefeng Zheng 001 (NeurIPS, 2020)

Correcting Knowledge Base Assertions. - Jiaoyan Chen 001; Xi Chen 003; Ian Horrocks 001; Erik B. Myklebust; Ernesto Jiménez-Ruiz (WWW, 2020)

Online Disease Self-diagnosis with Inductive Heterogeneous Graph Convolutional Networks. - Zifeng Wang 008; Rui Wen 001; Xi Chen 003; Shilei Cao 001; Shao-Lun Huang; Buyue Qian; Yefeng Zheng 001 (CoRR, 2020)

OntoEA: Ontology-guided Entity Alignment via Joint Knowledge Graph Embedding. - Yuejia Xiang; Ziheng Zhang; Jiaoyan Chen 001; Xi Chen 003; Zhenxi Lin; Yefeng Zheng 001 (ACL/IJCNLP (Findings), 2021)

PRGC: Potential Relation and Global Correspondence Based Joint Relational Triple Extraction. - Hengyi Zheng; Rui Wen 001; Xi Chen 003; Yifan Yang 008; Yunyan Zhang; Ziheng Zhang; Ningyu Zhang 001; Bin Qin; Xu Ming; Yefeng Zheng 001 (ACL/IJCNLP (1), 2021)

PRASEMap: A Probabilistic Reasoning and Semantic Embedding based Knowledge Graph Alignment System. - Zhiyuan Qi; Ziheng Zhang; Jiaoyan Chen 001; Xi Chen 003; Yefeng Zheng 001 (CIKM, 2021)

Unsupervised Knowledge Graph Alignment by Probabilistic Reasoning and Semantic Embedding. - Zhiyuan Qi; Ziheng Zhang; Jiaoyan Chen 001; Xi Chen 003; Yuejia Xiang; Ningyu Zhang 001; Yefeng Zheng 001 (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)

Is Visual Context Really Helpful for Knowledge Graph? A Representation Learning Perspective. - Meng Wang 009; Sen Wang 001; Han Yang; Zheng Zhang 006; Xi Chen 003; Guilin Qi (ACM Multimedia, 2021)

Imperfect also Deserves Reward: Multi-Level and Sequential Reward Modeling for Better Dialog Management. - Zhengxu Hou; Bang Liu; Ruihui Zhao; Zijing Ou; Yafei Liu; Xi Chen 003; Yefeng Zheng 001 (NAACL-HLT, 2021)

Field Embedding: A Unified Grain-Based Framework for Word Representation. - Junjie Luo 003; Xi Chen 003; Jichao Sun; Yuejia Xiang; Ningyu Zhang 001; Xiang Wan (NAACL-HLT, 2021)

Lifelong Learning Based Disease Diagnosis on Clinical Notes. - Zifeng Wang 008; Yifan Yang 006; Rui Wen 001; Xi Chen 003; Shao-Lun Huang; Yefeng Zheng 001 (PAKDD (1), 2021)

Improving Short Text Classification Using Context-Sensitive Representations and Content-Aware Extended Topic Knowledge. - Zhihao Ye; Rui Wen 001; Xi Chen 003; Ye Liu; Ziheng Zhang; Zhiyong Li 001; Ke Nai; Yefeng Zheng 001 (PAKDD (2), 2021)

Learning Robust Patient Representations from Multi-modal Electronic Health Records: A Supervised Deep Learning Approach. - Xianli Zhang; Buyue Qian; Yang Li 139; Yang Liu; Xi Chen 003; Chong Guan; Chen Li 011 (SDM, 2021)

CONNER: A Cascade Count and Measurement Extraction Tool for Scientific Discourse. - Jiarun Cao; Yuejia Xiang; Yunyan Zhang; Zhiyuan Qi; Xi Chen 003; Yefeng Zheng 001 (SemEval@ACL/IJCNLP, 2021)

Online Disease Diagnosis with Inductive Heterogeneous Graph Convolutional Networks. - Zifeng Wang 008; Rui Wen 001; Xi Chen 003; Shilei Cao 001; Shao-Lun Huang; Buyue Qian; Yefeng Zheng 001 (WWW, 2021)

Enquire One's Parent and Child Before Decision: Fully Exploit Hierarchical Structure for Self-Supervised Taxonomy Expansion. - Suyuchen Wang; Ruihui Zhao; Xi Chen 003; Yefeng Zheng 001; Bang Liu (WWW, 2021)

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

PRGC: Potential Relation and Global Correspondence Based Joint Relational Triple Extraction. - Hengyi Zheng; Rui Wen 001; Xi Chen 003; Yifan Yang 008; Yunyan Zhang; Ziheng Zhang; Ningyu Zhang 001; Bin Qin; Ming Xu; Yefeng Zheng 001 (CoRR, 2021)

Graph-MVP: Multi-View Prototypical Contrastive Learning for Multiplex Graphs. - Baoyu Jing; Yuejia Xiang; Xi Chen 003; Yu Chen; Hanghang Tong (CoRR, 2021)

X-GOAL: Multiplex Heterogeneous Graph Prototypical Contrastive Learning. - Baoyu Jing; Shengyu Feng; Yuejia Xiang; Xi Chen 003; Yu Chen; Hanghang Tong (CIKM, 2022)

Finding Influential Instances for Distantly Supervised Relation Extraction. - Zifeng Wang 008; Rui Wen 001; Xi Chen 003; Shao-Lun Huang; Ningyu Zhang 001; Yefeng Zheng 001 (COLING, 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)

PAC-Bayes Information Bottleneck. - Zifeng Wang 008; Shao-Lun Huang; Ercan Engin Kuruoglu; Jimeng Sun 001; Xi Chen 003; Yefeng Zheng 001 (ICLR, 2022)

CLINER: Clinical Interrogation Named Entity Recognition. - Jing Ren; Tianyang Cao; Yifan Yang 008; Yunyan Zhang; Xi Chen 003; Tian Feng; Baobao Chang; Zhifang Sui; Ruihui Zhao; Yefeng Zheng 001; Bang Liu (KSEM (2), 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)

Active Relation Discovery: Towards General and Label-aware Open Relation Extraction. - Yangning Li; Yinghui Li; Xi Chen 003; Hai-Tao Zheng 002; Ying Shen 001; Hong-Gee Kim (CoRR, 2022)

Understanding Patient Query With Weak Supervision From Doctor Response. - Xiaoming Shi; Sendong Zhao; Yuxuan Wang 001; Xi Chen 003; Ziheng Zhang; Yefeng Zheng 001; Wanxiang Che (IEEE J. Biomed. Health Informatics, 2022)

Class Lifelong Learning for Intent Detection via Structure Consolidation Networks. - Qingbin Liu; Yanchao Hao; Xiaolong Liu; Bo Li; Dianbo Sui; Shizhu He; Kang Liu 001; Jun Zhao 001; Xi Chen 003; Ningyu Zhang 001; Jiaoyan Chen 001 (ACL (Findings), 2023)

Fusing Fine-Grained Information of Sequential News for Personalized News Recommendation. - Jin-Cheng Zhang; Azlan Mohd Zain; Kai-Qing Zhou; Xi Chen 003; Renmin Zhang (DEXA (2), 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)

Novel Relation Detection: Discovering Unknown Relation Types via Multi-Strategy Self-Supervised Learning. - Qingbin Liu; Yin Kung; Yanchao Hao; Dianbo Sui; Siyuan Cheng 008; Xi Chen 003; Ningyu Zhang 001; Jiaoyan Chen 001 (EMNLP (Findings), 2023)

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

Vision, Deduction and Alignment: An Empirical Study on Multi-Modal Knowledge Graph Alignment. - Yangning Li; Jiaoyan Chen 001; Yinghui Li; Yuejia Xiang; Xi Chen 003; Hai-Tao Zheng 002 (ICASSP, 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)

Knowledge-augmented Few-shot Visual Relation Detection. - Tianyu Yu 002; Yangning Li; Jiaoyan Chen 001; Yinghui Li; Hai-Tao Zheng 002; Xi Chen 003; Qingbin Liu; Wenqiang Liu; Dongxiao Huang; Bei Wu; Yexin Wang (CoRR, 2023)

An assertion and alignment correction framework for large scale knowledge bases. - Jiaoyan Chen 001; Ernesto Jiménez-Ruiz; Ian Horrocks 001; Xi Chen 003; Erik Bryhn Myklebust (Semantic Web, 2023)

Embracing ambiguity: Improving similarity-oriented tasks with contextual synonym knowledge. - Yangning Li; Jiaoyan Chen 001; Yinghui Li; Tianyu Yu 002; Xi Chen 003; Hai-Tao Zheng 002 (Neurocomputing, 2023)

Active relation discovery: Towards general and label-aware open relation extraction. - Yangning Li; Yinghui Li; Xi Chen 003; Hai-Tao Zheng 002; Ying Shen 001 (Knowl. Based Syst., 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)

Analyzing Chain-of-thought Prompting in Black-Box Large Language Models via Estimated V-information. - Zecheng Wang; Chunshan Li; Zhao Yang 004; Qingbin Liu; Yanchao Hao; Xi Chen 003; Dianhui Chu; Dianbo Sui (LREC/COLING, 2024)

Pruning via Merging: Compressing LLMs via Manifold Alignment Based Layer Merging. - Deyuan Liu; Zhanyue Qin; Hairu Wang; Zhao Yang 004; Zecheng Wang; Fangying Rong; Qingbin Liu; Yanchao Hao; Bo Li; Xi Chen 003; Cunhang Fan; Zhao Lv; et al. (EMNLP, 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)

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)

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)

LLM+KG: Data Management Opportunities in Unifying Large Language Models + Knowledge Graphs. - Arijit Khan 001; Tianxing Wu 001; Xi Chen 003 (VLDB Workshops, 2024)

News Recommendation With Word-Related Joint Topic Prediction. - Xiuze Pu; Jin-Cheng Zhang; Xi Chen 003; Yingjing Qian; Renmin Zhang (IEEE Access, 2024)

VTG-LLM: Integrating Timestamp Knowledge into Video LLMs for Enhanced Video Temporal Grounding. - Yongxin Guo; Jingyu Liu; Mingda Li; Xiaoying Tang 002; Xi Chen 003; Bo Zhao (CoRR, 2024)

Pruning via Merging: Compressing LLMs via Manifold Alignment Based Layer Merging. - Deyuan Liu; Zhanyue Qin; Hairu Wang; Zhao Yang 004; Zecheng Wang; Fangying Rong; Qingbin Liu; Yanchao Hao; Xi Chen 003; Cunhang Fan; Zhao Lv; Zhiying Tu; et al. (CoRR, 2024)

A review of recommender systems based on knowledge graph embedding. - Jin-Cheng Zhang; Azlan Mohd Zain; Kai-Qing Zhou; Xi Chen 003; Ren-Min Zhang (Expert Syst. Appl., 2024)

VTG-LLM: Integrating Timestamp Knowledge into Video LLMs for Enhanced Video Temporal Grounding. - Yongxin Guo; Jingyu Liu; Mingda Li; Dingxin Cheng; Xiaoying Tang 002; Dianbo Sui; Qingbin Liu; Xi Chen 003; Kevin Zhao (AAAI, 2025)

HFF-Tracker: A Hierarchical Fine-grained Fusion Tracker for Referring Multi-Object Tracking. - Zeyong Zhao; Yanchao Hao; Minghao Zhang; Qingbin Liu; Bo Li; Dianbo Sui; Shizhu He; Xi Chen 003 (AAAI, 2025)

ScEdit: Script-based Assessment of Knowledge Editing. - Xinye Li; Zunwen Zheng; Qian Zhang; Dekai Zhuang; Jiabao Kang; Liyan Xu; Qingbin Liu; Xi Chen 003; Zhiying Tu; Dianhui Chu; Dianbo Sui (ACL (Findings), 2025)

TRACE: Temporal Grounding Video LLM via Causal Event Modeling. - Yongxin Guo; Jingyu Liu; Mingda Li; Qingbin Liu; Xi Chen 003; Xiaoying Tang 002 (ICLR, 2025)

LFTF: Locating First and Then Fine-Tuning for Mitigating Gender Bias in Large Language Models. - Zhanyue Qin; Yue Ding; Deyuan Liu; Qingbin Liu; Junxian Cai; Xi Chen 003; Zhiying Tu; Dianhui Chu; Cuiyun Gao 001; Dianbo Sui (CoRR, 2025)

ChineseHarm-Bench: A Chinese Harmful Content Detection Benchmark. - Kangwei Liu; Siyuan Cheng 008; Bozhong Tian; Xiaozhuan Liang; Yuyang Yin; Meng Han; Ningyu Zhang 001; Bryan Hooi; Xi Chen 003; Shumin Deng (CoRR, 2025)

LLM+KG@VLDB 24 Workshop Summary. - Arijit Khan 001; Tianxing Wu 001; Xi Chen 003 (SIGMOD Rec., 2025)