Distributed Information Management System for Grid Computing. - Liping Niu; Xiaojie Yuan; Wentong Cai 001 (GCC (1), 2003)

Towards an AST-Based Approach to Reverse Engineering. - Xin Wang 030; Xiaojie Yuan (CCECE, 2006)

Similarity Computation for XML Documents by XML Element Sequence Patterns. - Haiwei Zhang; Xiaojie Yuan; Na Yang; Zhongqi Liu (APWeb, 2008)

Are click-through data adequate for learning web search rankings? - Zhicheng Dou; Ruihua Song; Xiaojie Yuan; Ji-Rong Wen (CIKM, 2008)

An Efficient Numbering Scheme for Dynamic XML Trees. - Chenying Wang; Xiaojie Yuan; Xin Wang 030; Songbai He (CSSE (4), 2008)

Efficient XPath Evaluation Using a Structural Summary Index. - Xiaojie Yuan; Xin Wang 030; Chenying Wang (CSSE (4), 2008)

Understanding the Search Interfaces of the Deep Web Based on Domain Model. - Xiaojie Yuan; Huibin Zhang; ZongYun Yang; Yanlong Wen (ACIS-ICIS, 2009)

Similarity Evaluation of XML Documents Based on Weighted Element Tree Model. - Chenying Wang; Xiaojie Yuan; Hua Ning; Xin Lian (ADMA, 2009)

A Storage Scheme of Native XML Database Supporting Efficient Updates. - Chenying Wang; Xiaojie Yuan; Shitao Yu; Hua Ning; Huibin Zhang (DBTA, 2009)

Performance Improvement in Automatic Question Answering System Based on Dependency Term. - Jianxing Shi; Xiaojie Yuan; Shitao Yu; Hua Ning; Chenying Wang (WISM, 2009)

Evaluating the Effectiveness of Personalized Web Search. - Zhicheng Dou; Ruihua Song; Ji-Rong Wen; Xiaojie Yuan (IEEE Trans. Knowl. Data Eng., 2009)

Corpus-based Semantic Class Mining: Distributional vs. Pattern-Based Approaches. - Shuming Shi 001; Huibin Zhang; Xiaojie Yuan; Ji-Rong Wen (COLING, 2010)

ESPM: An optimized resource distribution policy in virtual user environment. - Xiaofei Liao; Hai Jin 001; Xiaojie Yuan (Future Gener. Comput. Syst., 2010)

Effective Keyword Search for Candidate Fragments of XML Documents. - Yanlong Wen; Haiwei Zhang; Ying Zhang 015; Lu Zhang 020; Lei Xu; Xiaojie Yuan (DASFAA Workshops, 2011)

Parallel Optimization of Queries in XML Dataset Using GPU. - Xujie Si; Airu Yin; Xiaocheng Huang; Xiaojie Yuan; Xiaoguang Liu 001; Gang Wang 001 (PAAP, 2011)

Query XML Data in RDBMS. - Xiangyu Hu 001; Xin Lian; Yunyin Mo; Haiwei Zhang; Xiaojie Yuan (WISA, 2012)

A Compact XML Storage Scheme Supporting Efficient Path Querying. - Xiangyu Hu 001; Haiwei Zhang; Xiaojie Yuan (APWeb, 2012)

Relevance Feedback Fusion via Query Expansion. - Chen Chen 012; Chunyan Hou; Xiaojie Yuan (Web Intelligence/IAT Workshops, 2012)

Joint optimization of bid and budget allocation in sponsored search. - Weinan Zhang 001; Ying Zhang 015; Bin Gao 001; Yong Yu 001; Xiaojie Yuan; Tie-Yan Liu (KDD, 2012)

Emotion tagging for comments of online news by meta classification with heterogeneous information sources. - Ying Zhang 015; Yi Fang 008; Xiaojun Quan; Lin Dai; Luo Si; Xiaojie Yuan (SIGIR, 2012)

K Hops Frequent Subgraphs Mining for Large Attribute Graph. - Haiwei Zhang; Simeng Jin; Xiangyu Hu 001; Ying Zhang 015; Yanlong Wen; Xiaojie Yuan (APWeb, 2013)

XML Retrieval with Structural Context Relaxation. - Yanlong Wen; Xinkun Li; Xiangrui Cai; Ying Zhang 015; Xiaojie Yuan (EIDWT, 2013)

Search and result presentation in scientific workflow repositories. - Susan B. Davidson; Xiaocheng Huang; Julia Stoyanovich; Xiaojie Yuan (SSDBM, 2013)

Finding Similar Questions with Categorization Information and Dependency Syntactic Tree. - Xin Lian; Xiaojie Yuan; Xiangyu Hu 001; Haiwei Zhang (WAIM, 2013)

XML Data Storage and Query Optimization in Relational Database by XPath Processing Model. - Xiaojie Yuan; Xiangyu Hu 001; Dongxing Wu; Haiwei Zhang; Xin Lian (J. Softw., 2013)

Social Advertisability Analysis on Twitter. - Ying Zhang 015; Xue Zhao 001; Chao Wang 054; Ya Wang; Lili Su; Xiaojie Yuan (IEEE WISA, 2014)

Summarizing Relational Database Schema Based on Label Propagation. - Xiaojie Yuan; Xinkun Li; Man Yu; Xiangrui Cai; Ying Zhang 015; Yanlong Wen (APWeb, 2014)

Facet-Based User Modeling in Social Media for Personalized Ranking. - Chen Chen 012; Dongxing Wu; Chunyan Hou; Xiaojie Yuan (ECIR, 2014)

ASSG: Adaptive structural summary for RDF graph data. - Haiwei Zhang; Yuanyuan Duan; Xiaojie Yuan; Ying Zhang 015 (ISWC (Posters & Demos), 2014)

Cross-domain and cross-category emotion tagging for comments of online news. - Ying Zhang 015; Ning Zhang; Luo Si; Yanshan Lu; Qifan Wang 001; Xiaojie Yuan (SIGIR, 2014)

Exploiting Social Media for Stock Market Prediction with Factorization Machine. - Chen Chen 012; Dongxing Wu; Chunyan Hou; Xiaojie Yuan (WI-IAT (1), 2014)

Bid keyword suggestion in sponsored search based on competitiveness and relevance. - Ying Zhang 015; Weinan Zhang 001; Bin Gao 001; Xiaojie Yuan; Tie-Yan Liu (Inf. Process. Manag., 2014)

A Dynamic Load-balancing Scheme for XPath Queries Parallelization in Shared Memory Multi-core Systems. - Xiaocheng Huang; Xujie Si; Xiaojie Yuan; Chao Wang 054 (J. Comput., 2014)

Overlapping Schema Summarization Based on Multi-label Propagation. - Man Yu; Chao Wang 054; Xiangrui Cai; Ying Zhang 015; Yanlong Wen; Xiaojie Yuan (APWeb, 2015)

Multi-Label Emotion Tagging for Online News by Supervised Topic Model. - Ying Zhang 015; Lili Su; Zhifan Yang; Xue Zhao 001; Xiaojie Yuan (APWeb, 2015)

Answering regular path queries on workflow provenance. - Xiaocheng Huang; Zhuowei Bao; Susan B. Davidson; Tova Milo; Xiaojie Yuan (ICDE, 2015)

Efficient Foreign Key Discovery Based on Nearest Neighbor Search. - Xiaojie Yuan; Xiangrui Cai; Man Yu; Chao Wang 054; Ying Zhang 015; Yanlong Wen (WAIM, 2015)

Personalized Recommendation of Item Category Using Ranking on Time-Aware Graphs. - Chen Chen 012; Chunyan Hou; Peng Nie; Xiaojie Yuan (IEICE Trans. Inf. Syst., 2015)

A Hadoop-Based Database Querying Approach for Non-expert Users. - Yale Chai; Chao Wang 054; Yanlong Wen; Xiaojie Yuan (APWeb (2), 2016)

A Workload-Driven Vertical Partitioning Approach Based on Streaming Framework. - Hong Kang; Mengyu Guo; Xiaojie Yuan (APWeb (2), 2016)

Online Hot Topic Detection from Web News Based on Bursty Term Identification. - Chao Wang 054; Xue Zhao 001; Ying Zhang 015; Xiaojie Yuan (APWeb (2), 2016)

Accelerating Time Series Shapelets Discovery with Key Points. - Zhenguo Zhang; Haiwei Zhang; Yanlong Wen; Xiaojie Yuan (APWeb (2), 2016)

Deola: A System for Linking Author Entities in Web Document with DBLP. - Yinan Liu 001; Wei Shen 004; Xiaojie Yuan (CIKM, 2016)

Online News Emotion Prediction with Bidirectional LSTM. - Xue Zhao 001; Chao Wang 054; Zhifan Yang; Ying Zhang 015; Xiaojie Yuan (WAIM (2), 2016)

Purchase Behavior Prediction in E-Commerce with Factorization Machines. - Chen Chen 012; Chunyan Hou; Jiakun Xiao; Xiaojie Yuan (IEICE Trans. Inf. Syst., 2016)

Hierarchical Semantic Representations of Online News Comments for Emotion Tagging Using Multiple Information Sources. - Chao Wang 054; Ying Zhang 015; Wei Jie; Christian Sauer 002; Xiaojie Yuan (DASFAA (2), 2017)

An Efficient Framework for Exact Set Similarity Search Using Tree Structure Indexes. - Yong Zhang 002; Xiuxing Li; Jin Wang 007; Ying Zhang 015; Chunxiao Xing; Xiaojie Yuan (ICDE, 2017)

Short-Term User Activity Prediction with Massive Mobile Broadband Data. - Jiakun Xiao; Chen Chen 012; Chunyan Hou; Xiaojie Yuan (MDM, 2017)

Weighted Domain Translation for Online News Comments Emotion Tagging. - Ying Zhang 015; Li Yu; Xue Zhao 001; Xiaojie Yuan; Lei Xu (SIGIR, 2017)

Time Series Classification by Modeling the Principal Shapes. - Zhenguo Zhang; Yanlong Wen; Ying Zhang 015; Xiaojie Yuan (WISE (1), 2017)

Enhancing Purchase Behavior Prediction with Temporally Popular Items. - Chen Chen 012; Chunyan Hou; Jiakun Xiao; Yanlong Wen; Xiaojie Yuan (IEICE Trans. Inf. Syst., 2017)

Improving Purchase Behavior Prediction with Most Popular Items. - Chen Chen 012; Jiakun Xiao; Chunyan Hou; Xiaojie Yuan (IEICE Trans. Inf. Syst., 2017)

Jointly Trained Convolutional Neural Networks for Online News Emotion Analysis. - Xue Zhao 001; Ying Zhang 015; Wenya Guo; Xiaojie Yuan (WISA, 2018)

Improving Word Embeddings by Emphasizing Co-hyponyms. - Xiangrui Cai; Yonghong Luo; Ying Zhang 015; Xiaojie Yuan (WISA, 2018)

Online Aggregation: A Review. - Yun Li; Yanlong Wen; Xiaojie Yuan (WISA, 2018)

KAT: Keywords-to-SPARQL Translation Over RDF Graphs. - Yanlong Wen; Yudong Jin; Xiaojie Yuan (DASFAA (1), 2018)

Nearest Subspace with Discriminative Regularization for Time Series Classification. - Zhenguo Zhang; Yanlong Wen; Ying Zhang 015; Xiaojie Yuan (DASFAA (1), 2018)

Community Structure Based Shortest Path Finding for Social Networks. - Yale Chai; Chunyao Song; Peng Nie; Xiaojie Yuan; Yao Ge 006 (DEXA (1), 2018)

Medical Concept Embedding with Time-Aware Attention. - Xiangrui Cai; Jinyang Gao; Kee Yuan Ngiam; Beng Chin Ooi; Ying Zhang 015; Xiaojie Yuan (IJCAI, 2018)

Neural Framework for Joint Evolution Modeling of User Feedback and Social Links in Dynamic Social Networks. - Peizhi Wu; Yi Tu; Xiaojie Yuan; Adam Jatowt; Zhenglu Yang (IJCAI, 2018)

Temporal Link Prediction Using Cluster and Temporal Information Based Motif Feature. - Yi Li; Yanlong Wen; Peng Nie; Xiaojie Yuan (IJCNN, 2018)

Authorship Attribution for Short Texts with Author-Document Topic Model. - Haowen Zhang; Peng Nie; Yanlong Wen; Xiaojie Yuan (KSEM (1), 2018)

Multivariate Time Series Imputation with Generative Adversarial Networks. - Yonghong Luo; Xiangrui Cai; Ying Zhang 015; Jun Xu; Xiaojie Yuan (NeurIPS, 2018)

StrDip: A Fast Data Stream Clustering Algorithm Using the Dip Test of Unimodality. - Yonghong Luo; Ying Zhang 015; Xiaoke Ding; Xiangrui Cai; Chunyao Song; Xiaojie Yuan (WISE (2), 2018)

Discriminative extraction of features from time series. - Zhenguo Zhang; Haiwei Zhang; Yanlong Wen; Ying Zhang 015; Xiaojie Yuan (Neurocomputing, 2018)

SHINE+: A General Framework for Domain-Specific Entity Linking with Heterogeneous Information Networks. - Wei Shen 004; Jiawei Han 001; Jianyong Wang 001; Xiaojie Yuan; Zhenglu Yang (IEEE Trans. Knowl. Data Eng., 2018)

MBMN: Multivariate Bernoulli Mixture Network for News Emotion Analysis. - Xue Zhao 001; Ying Zhang 015; Wenya Guo; Xiaojie Yuan (APWeb/WAIM (2), 2019)

On the Impact of the Length of Subword Vectors on Word Embeddings. - Xiangrui Cai; Yonghong Luo; Ying Zhang 015; Xiaojie Yuan (DASFAA (3), 2019)

Improving Captioning for Low-Resource Languages by Cycle Consistency. - Yike Wu; Shiwan Zhao; Jia Chen 001; Ying Zhang 015; Xiaojie Yuan; Zhong Su (ICME, 2019)

E²GAN: End-to-End Generative Adversarial Network for Multivariate Time Series Imputation. - Yonghong Luo; Ying Zhang 015; Xiangrui Cai; Xiaojie Yuan (IJCAI, 2019)

Dependency-Aware Attention Model for Emotion Analysis for Online News. - Xue Zhao 001; Ying Zhang 015; Xiaojie Yuan (PAKDD (1), 2019)

Labeled graph sketches: Keeping up with real-time graph streams. - Chunyao Song; Tingjian Ge; Yao Ge 006; Haowen Zhang; Xiaojie Yuan (Inf. Sci., 2019)

A novel collaborative filtering algorithm of machine learning by integrating restricted Boltzmann machine and trust information. - Xiaojun Wu 006; Xiaojie Yuan; Chunyan Duan; Jing Wu (Neural Comput. Appl., 2019)

Re-Attention for Visual Question Answering. - Wenya Guo; Ying Zhang 015; Xiaoping Wu; Jufeng Yang; Xiangrui Cai; Xiaojie Yuan (AAAI, 2020)

Type Preserving Representation of Heterogeneous Information Networks. - Chunyao Song; Jiawen Guo; Tingjian Ge; Xiaojie Yuan (DASFAA (2), 2020)

LOAD: LSH-Based ℓ 0-Sampling over Stream Data with Near-Duplicates. - Dingzhu Lurong; Yanlong Wen; Jiangwei Zhang; Xiaojie Yuan (ECML/PKDD (1), 2020)

PLSGAN: A Power-Law-modified Sequential Generative Adversarial Network for Graph Generation. - Qijie Bai; Yanting Yin; Yining Lian; Haiwei Zhang; Xiaojie Yuan (WISE (1), 2020)

KAN: Knowledge-aware Attention Network for Fake News Detection. - Yaqian Dun; Kefei Tu; Chen Chen 012; Chunyan Hou; Xiaojie Yuan (AAAI, 2021)

MTAAL: Multi-Task Adversarial Active Learning for Medical Named Entity Recognition and Normalization. - Baohang Zhou; Xiangrui Cai; Ying Zhang 015; Wenya Guo; Xiaojie Yuan (AAAI, 2021)

An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and Normalization. - Baohang Zhou; Xiangrui Cai; Ying Zhang 015; Xiaojie Yuan (ACL/IJCNLP (1), 2021)

ImputeRNN: Imputing Missing Values in Electronic Medical Records. - Jiawei Ouyang; Yuhao Zhang; Xiangrui Cai; Ying Zhang 015; Xiaojie Yuan (DASFAA (3), 2021)

STMG: Spatial-Temporal Mobility Graph for Location Prediction. - Xuan Pan; Xiangrui Cai; Jiangwei Zhang; Yanlong Wen; Ying Zhang 015; Xiaojie Yuan (DASFAA (1), 2021)

A Decision Support System for Heart Failure Risk Prediction Based on Weighted Naive Bayes. - Kehui Song; Shenglong Yu; Haiwei Zhang; Ying Zhang 015; Xiangrui Cai; Xiaojie Yuan (DASFAA (3), 2021)

TEMP: Taxonomy Expansion with Dynamic Margin Loss through Taxonomy-Paths. - Zichen Liu; Hongyuan Xu; Yanlong Wen; Ning Jiang; Haiying Wu; Xiaojie Yuan (EMNLP (1), 2021)

Incorporating Circumstances into Narrative Event Prediction. - Shichao Wang; Xiangrui Cai; Hongbin Wang; Xiaojie Yuan (EMNLP (Findings), 2021)

An Object-Extensible Training Framework for Image Captioning. - Yike Wu; Ying Zhang 015; Xiaojie Yuan (NLPCC (1), 2021)

Joint Open Knowledge Base Canonicalization and Linking. - Yinan Liu 001; Wei Shen 004; Yuanfei Wang; Jianyong Wang 001; Zhenglu Yang; Xiaojie Yuan (SIGMOD Conference, 2021)

Similar but foreign: Link recommendation across communities. - Chunyao Song; Yao Ge 006; Tingjian Ge; Haixia Wu; Zhutian Lin; Hong Kang; Xiaojie Yuan (Inf. Sci., 2021)

Rumor2vec: A rumor detection framework with joint text and propagation structure representation learning. - Kefei Tu; Chen Chen 012; Chunyan Hou; Jing Yuan; Jundong Li; Xiaojie Yuan (Inf. Sci., 2021)

Missing value imputation in multivariate time series with end-to-end generative adversarial networks. - Ying Zhang 015; Baohang Zhou; Xiangrui Cai; Wenya Guo; Xiaoke Ding; Xiaojie Yuan (Inf. Sci., 2021)

Adversarially learned one-class novelty detection with confidence estimation. - Ying Zhang 015; Baohang Zhou; Xiaoke Ding; Jiawei Ouyang; Xiangrui Cai; Jinyang Gao; Xiaojie Yuan (Inf. Sci., 2021)

An interpretable knowledge-based decision support system and its applications in pregnancy diagnosis. - Kehui Song; Xianyi Zeng; Ying Zhang 015; Julien de Jonckheere; Xiaojie Yuan; Ludovic Koehl (Knowl. Based Syst., 2021)

TAU: Transferable Attention U-Net for optic disc and cup segmentation. - Yuhao Zhang; Xiangrui Cai; Ying Zhang 015; Hong Kang; Xin Ji; Xiaojie Yuan (Knowl. Based Syst., 2021)

Re-Attention for Visual Question Answering. - Wenya Guo; Ying Zhang 015; Jufeng Yang; Xiaojie Yuan (IEEE Trans. Image Process., 2021)

Named Entity Location Prediction Combining Twitter and Web. - Yinan Liu 001; Wei Shen 004; Zonghai Yao; Jianyong Wang 001; Zhenglu Yang; Xiaojie Yuan (IEEE Trans. Knowl. Data Eng., 2021)

LD-MAN: Layout-Driven Multimodal Attention Network for Online News Sentiment Recognition. - Wenya Guo; Ying Zhang 015; Xiangrui Cai; Lei Meng 001; Jufeng Yang; Xiaojie Yuan (IEEE Trans. Multim., 2021)

Weighted Cost Model for Optimized Query Processing. - Xiaorui Qi; Minhui Wang; Yanlong Wen; Haiwei Zhang; Xiaojie Yuan (WISA, 2022)

A Hybrid Model for Spatio-Temporal Information Recognition in COVID-19 Trajectory Text. - Haoyu Yu; Xuan Pan; Dongming Zhao; Yanlong Wen; Xiaojie Yuan (WISA, 2022)

DEAR: Dual-Level Self-attention GRU for Online Early Prediction of Sepsis. - Yu Zhao 043; Yike Wu; Mo Liu 006; Xiangrui Cai; Ying Zhang 015; Xiaojie Yuan (WISA, 2022)

TreeMAN: Tree-enhanced Multimodal Attention Network for ICD Coding. - Zichen Liu; Xuyuan Liu; Yanlong Wen; Guoqing Zhao; Fen Xia; Xiaojie Yuan (COLING, 2022)

Improving Zero-Shot Entity Linking Candidate Generation with Ultra-Fine Entity Type Information. - Xuhui Sui; Ying Zhang 015; Kehui Song; Baohang Zhou; Guoqing Zhao; Xin Wei; Xiaojie Yuan (COLING, 2022)

Overcoming Language Priors in Visual Question Answering via Distinguishing Superficially Similar Instances. - Yike Wu; Yu Zhao 043; Shiwan Zhao; Ying Zhang 015; Xiaojie Yuan; Guoqing Zhao; Ning Jiang (COLING, 2022)

PPDL: Predicate Probability Distribution based Loss for Unbiased Scene Graph Generation. - Wei Li 224; Haiwei Zhang; Qijie Bai; Guoqing Zhao; Ning Jiang; Xiaojie Yuan (CVPR, 2022)

P extM² extF²N: Patient Multi-view Multi-modal Feature Fusion Networks for Clinical Outcome Prediction. - Ying Zhang 015; Baohang Zhou; Kehui Song; Xuhui Sui; Guoqing Zhao; Ning Jiang; Xiaojie Yuan (EMNLP (Findings), 2022)

A Span-based Multimodal Variational Autoencoder for Semi-supervised Multimodal Named Entity Recognition. - Baohang Zhou; Ying Zhang 015; Kehui Song; Wenya Guo; Guoqing Zhao; Hongbin Wang; Xiaojie Yuan (EMNLP, 2022)

A Multi-Task Learning Framework for Chinese Medical Procedure Entity Normalization. - Xuhui Sui; Kehui Song; Baohang Zhou; Ying Zhang 015; Xiaojie Yuan (ICASSP, 2022)

TaxoPrompt: A Prompt-based Generation Method with Taxonomic Context for Self-Supervised Taxonomy Expansion. - Hongyuan Xu; Yunong Chen; Zichen Liu; Yanlong Wen; Xiaojie Yuan (IJCAI, 2022)

BadPrompt: Backdoor Attacks on Continuous Prompts. - Xiangrui Cai; Haidong Xu; Sihan Xu; Ying Zhang 015; Xiaojie Yuan (NeurIPS, 2022)

H2 TNE: Temporal Heterogeneous Information Network Embedding in Hyperbolic Spaces. - Qijie Bai; Jiawen Guo; Haiwei Zhang; Changli Nie; Lin Zhang; Xiaojie Yuan (ISWC, 2022)

CRNet: Modeling Concurrent Events over Temporal Knowledge Graph. - Shichao Wang; Xiangrui Cai; Ying Zhang 015; Xiaojie Yuan (ISWC, 2022)

Multi-grained Label Refinement Network with Dependency Structures for Joint Intent Detection and Slot Filling. - Baohang Zhou; Ying Zhang 015; Xuhui Sui; Kehui Song; Xiaojie Yuan (CoRR, 2022)

Toward Tweet Entity Linking With Heterogeneous Information Networks. - Wei Shen 004; Yuwei Yin; Yang Yang 008; Jiawei Han 001; Jianyong Wang 001; Xiaojie Yuan (IEEE Trans. Knowl. Data Eng., 2022)

SE-GRU: Structure Embedded Gated Recurrent Unit Neural Networks for Temporal Link Prediction. - Yanting Yin; Yajing Wu; Xuebing Yang; Wensheng Zhang 002; Xiaojie Yuan (IEEE Trans. Netw. Sci. Eng., 2022)

When Pairs Meet Triplets: Improving Low-Resource Captioning via Multi-Objective Optimization. - Yike Wu; Shiwan Zhao; Ying Zhang 015; Xiaojie Yuan; Zhong Su (ACM Trans. Multim. Comput. Commun. Appl., 2022)

FocusCap: Object-Focused Image Captioning with CLIP-Guided Language Model. - Zihan Kong; Wei Li 224; Haiwei Zhang; Xiaojie Yuan (WISA, 2023)

From Alignment to Entailment: A Unified Textual Entailment Framework for Entity Alignment. - Yu Zhao 043; Yike Wu; Xiangrui Cai; Ying Zhang 015; Haiwei Zhang; Xiaojie Yuan (ACL (Findings), 2023)

AoM: Detecting Aspect-oriented Information for Multimodal Aspect-Based Sentiment Analysis. - Ru Zhou; Wenya Guo; Xumeng Liu; Shenglong Yu; Ying Zhang 015; Xiaojie Yuan (ACL (Findings), 2023)

CNGT: Co-attention Networks with Graph Transformer for Fact Verification. - Jing Yuan; Chen Chen 012; Chunyan Hou; Xiaojie Yuan (ADMA (2), 2023)

FSKD: Detecting Fake News with Few-Shot Knowledge Distillation. - Jing Yuan; Chen Chen 012; Chunyan Hou; Xiaojie Yuan (ADMA (5), 2023)

Incorporating Constituent Syntax into Grammatical Error Correction with Multi-Task Learning. - Chen Chen 012; Bo He; Jing Yuan; Chunyan Hou; Xiaojie Yuan (CIKM, 2023)

KAPALM: Knowledge grAPh enhAnced Language Models for Fake News Detection. - Jing Ma; Chen Chen 012; Chunyan Hou; Xiaojie Yuan (EMNLP (Findings), 2023)

Selecting Key Views for Zero-Shot Entity Linking. - Xuhui Sui; Ying Zhang 015; Kehui Song; Baohang Zhou; Xiaojie Yuan; Wensheng Zhang 002 (EMNLP (Findings), 2023)

BioFEG: Generate Latent Features for Biomedical Entity Linking. - Xuhui Sui; Ying Zhang 015; Xiangrui Cai; Kehui Song; Baohang Zhou; Xiaojie Yuan; Wensheng Zhang 002 (EMNLP, 2023)

TacoPrompt: A Collaborative Multi-Task Prompt Learning Method for Self-Supervised Taxonomy Completion. - Hongyuan Xu; Ciyi Liu; Yuhang Niu; Yunong Chen; Xiangrui Cai; Yanlong Wen; Xiaojie Yuan (EMNLP, 2023)

Licon: A Diverse, Controllable and Challenging Linguistic Concept Learning Benchmark. - Shenglong Yu; Ying Zhang 015; Wenya Guo; Zhengkun Zhang; Ru Zhou; Xiaojie Yuan (EMNLP (Findings), 2023)

Incorporating Object-Level Visual Context for Multimodal Fine-Grained Entity Typing. - Ying Zhang 015; Wenbo Fan; Kehui Song; Yu Zhao 043; Xuhui Sui; Xiaojie Yuan (EMNLP (Findings), 2023)

CD-BLI: Confidence-Based Dual Refinement for Unsupervised Bilingual Lexicon Induction. - Shenglong Yu; Wenya Guo; Ying Zhang 015; Xiaojie Yuan (NLPCC (2), 2023)

HGWaveNet: A Hyperbolic Graph Neural Network for Temporal Link Prediction. - Qijie Bai; Changli Nie; Haiwei Zhang; Dongming Zhao; Xiaojie Yuan (WWW, 2023)

H2TNE: Temporal Heterogeneous Information Network Embedding in Hyperbolic Spaces. - Qijie Bai; Jiawen Guo; Haiwei Zhang; Changli Nie; Lin Zhang; Xiaojie Yuan (CoRR, 2023)

Entity Linking Meets Deep Learning: Techniques and Solutions. - Wei Shen 004; Yuhan Li 001; Yinan Liu 001; Jiawei Han 001; Jianyong Wang 001; Xiaojie Yuan (IEEE Trans. Knowl. Data Eng., 2023)

Location Recommendation Based on Mobility Graph With Individual and Group Influences. - Xuan Pan; Xiangrui Cai; Kehui Song; Thar Baker; Thippa Reddy Gadekallu; Xiaojie Yuan (IEEE Trans. Intell. Transp. Syst., 2023)

Learning Disentangled Representation for Multimodal Cross-Domain Sentiment Analysis. - Yuhao Zhang; Ying Zhang 015; Wenya Guo; Xiangrui Cai; Xiaojie Yuan (IEEE Trans. Neural Networks Learn. Syst., 2023)

Learning Time Slot Preferences via Mobility Tree for Next POI Recommendation. - Tianhao Huang; Xuan Pan; Xiangrui Cai; Ying Zhang 015; Xiaojie Yuan (AAAI, 2024)

MELOV: Multimodal Entity Linking with Optimized Visual Features in Latent Space. - Xuhui Sui; Ying Zhang 015; Yu Zhao 043; Kehui Song; Baohang Zhou; Xiaojie Yuan (ACL (Findings), 2024)

Look before You Leap: Dual Logical Verification for Knowledge-based Visual Question Generation. - Xumeng Liu; Wenya Guo; Ying Zhang 015; Xubo Liu 002; Yu Zhao 043; Shenglong Yu; Xiaojie Yuan (LREC/COLING, 2024)

Bring Invariant to Variant: A Contrastive Prompt-based Framework for Temporal Knowledge Graph Forecasting. - Ying Zhang 015; Xinying Qian; Yu Zhao 043; Baohang Zhou; Kehui Song; Xiaojie Yuan (LREC/COLING, 2024)

MCIL: Multimodal Counterfactual Instance Learning for Low-resource Entity-based Multimodal Information Extraction. - Baohang Zhou; Ying Zhang 015; Kehui Song; Hongru Wang 003; Yu Zhao 043; Xuhui Sui; Xiaojie Yuan (LREC/COLING, 2024)

Acceleration-Guided Diffusion Model for Multivariate Time Series Imputation. - Xinyu Yang; Yu Sun 027; Shaoxu Song; Xiaojie Yuan; Xinyang Chen 001 (DASFAA (2), 2024)

Knowledge-Aware Prompt Learning Framework for Korean-Chinese Microblog Sentiment Analysis. - Xinyu Yang; Hengxuan Wang; Huiling Jin; Zhenguo Zhang; Xiaojie Yuan (ICASSP, 2024)

Contrastive Representation Learning for Self-Supervised Taxonomy Completion. - Yuhang Niu; Hongyuan Xu; Ciyi Liu; Yanlong Wen; Xiaojie Yuan (IJCAI, 2024)

Tracking-forced Referring Video Object Segmentation. - Ruxue Yan; Wenya Guo; Xubo Liu 002; Xumeng Liu; Ying Zhang 015; Xiaojie Yuan (ACM Multimedia, 2024)

Frequency-aware Generative Models for Multivariate Time Series Imputation. - Xinyu Yang; Yu Sun 027; Xiaojie Yuan; Xinyang Chen 001 (NeurIPS, 2024)

DHMAE: A Disentangled Hypergraph Masked Autoencoder for Group Recommendation. - Yingqi Zhao; Haiwei Zhang; Qijie Bai; Changli Nie; Xiaojie Yuan (SIGIR, 2024)

Multi-view Graph Structural Representation Learning via Graph Coarsening. - Xiaorui Qi; Qijie Bai; Yanlong Wen; Haiwei Zhang; Xiaojie Yuan (CoRR, 2024)

Graffin: Stand for Tails in Imbalanced Node Classification. - Xiaorui Qi; Yanlong Wen; Xiaojie Yuan (CoRR, 2024)

Towards Universal Large-Scale Foundational Model for Natural Gas Demand Forecasting. - Xinxing Zhou; Jiaqi Ye; Shubao Zhao; Ming Jin 005; Zhaoxiang Hou; Chengyi Yang; Zengxiang Li; Yanlong Wen; Xiaojie Yuan (CoRR, 2024)

EffiCANet: Efficient Time Series Forecasting with Convolutional Attention. - Xinxing Zhou; Jiaqi Ye; Shubao Zhao; Ming Jin 005; Chengyi Yang; Yanlong Wen; Xiaojie Yuan (CoRR, 2024)

A Hierarchical Poisson Generator for Universal Graphs under Limited Resources. - Xiaorui Qi; Yanlong Wen; Xiaojie Yuan (CoRR, 2024)

SINet: Improving relational features in two-stage referring expression comprehension. - Wenya Guo; Ying Zhang 015; Xiaojie Yuan (Expert Syst. Appl., 2024)

An intelligent garment for online fetal well-being monitoring. - Kehui Song; Xianyi Zeng; Julien de Jonckheere; Ludovic Koehl; Xiaojie Yuan (Expert Syst. Appl., 2024)

ESVI-GaMM: A fast network intrusion detection approach based on the Bayesian gamma mixture model. - Wenda He; Xiangrui Cai; Yu-Ping Lai; Xiaojie Yuan (Inf. Sci., 2024)

Node classification oriented Adaptive Multichannel Heterogeneous Graph Neural Network. - Yuqi Li; Chuanfeng Jian; Guosheng Zang; Chunyao Song; Xiaojie Yuan (Knowl. Based Syst., 2024)

Multi-level feature interaction for open knowledge base canonicalization. - Xuhui Sui; Ying Zhang 015; Kehui Song; Baohang Zhou; Xiaojie Yuan (Knowl. Based Syst., 2024)

Rethinking self-supervised learning for time series forecasting: A temporal perspective. - Shubao Zhao; Xinxing Zhou; Ming Jin 005; Zhaoxiang Hou; Chengyi Yang; Zengxiang Li; Qingsong Wen; Yi Wang 022; Yanlong Wen; Xiaojie Yuan (Knowl. Based Syst., 2024)

High Precision ≠ High Cost: Temporal Data Fusion for Multiple Low-Precision Sensors. - Jingyu Zhu; Yu Sun 027; Shaoxu Song; Xiaojie Yuan (Proc. ACM Manag. Data, 2024)

LAN: Learning Adaptive Neighbors for Real-Time Insider Threat Detection. - Xiangrui Cai; Yang Wang 128; Sihan Xu; Hao Li 027; Ying Zhang 015; Zheli Liu; Xiaojie Yuan (IEEE Trans. Inf. Forensics Secur., 2024)

From Minimum Change to Maximum Density: On Determining Near-Optimal S-Repair. - Yu Sun 027; Shaoxu Song; Xiaojie Yuan (IEEE Trans. Knowl. Data Eng., 2024)

Super Resolution Graph With Conditional Normalizing Flows for Temporal Link Prediction. - Yanting Yin; Yajing Wu; Xuebing Yang; Wensheng Zhang 002; Xiaojie Yuan (IEEE Trans. Knowl. Data Eng., 2024)

Leveraging Semantic Information for Enhanced Community Search in Heterogeneous Graphs. - Yuqi Li; Guosheng Zang; Chunyao Song; Xiaojie Yuan; Tingjian Ge (Data Sci. Eng., 2024)

Graph Structure Aware Contrastive Multi-View Clustering. - Rui Chen; Yongqiang Tang; Xiangrui Cai; Xiaojie Yuan; Wenlong Feng; Wensheng Zhang 002 (IEEE Trans. Big Data, 2024)

Win-Win: On Simultaneous Clustering and Imputing over Incomplete Data. - Yu Sun 027; Jingyu Zhu; Xiao Xu; Xian Xu; Yuyao Sun; Shaoxu Song; Xiang Li; Xiaojie Yuan (Proc. VLDB Endow., 2024)

GeoCo: Geographical Correlation Enhanced Network for POI Recommendation. - Xuan Pan; Xiangrui Cai; Sihan Xu; Ying Zhang 015; Peng Nie; Xiaojie Yuan (IEEE Trans. Knowl. Data Eng., 2024)

Graph Structure Learning for Spatial-Temporal Imputation: Adapting to Node and Feature Scales. - Xinyu Yang; Yu Sun 027; Xinyang Chen 001; Ying Zhang 015; Xiaojie Yuan (AAAI, 2025)

FGDGNN: Fine-Grained Dynamic Graph Neural Network for Rumor Detection on Social Media. - Mei Guo; Chen Chen 012; Chunyan Hou; Yike Wu; Xiaojie Yuan (ACL (Findings), 2025)

InstructGEC: Enhancing Unsupervised Grammatical Error Correction with Instruction Tuning. - Jiayi Deng; Chen Chen 012; Chunyan Hou; Xiaojie Yuan (COLING, 2025)

LagTS: Toward Adaptive Lag Relationship Modeling for Multivariate Time Series Forecasting. - Ciyi Liu; Jiaqi Ye; Zhenpeng Yu; Shubao Zhao; Zhaoxiang Hou; Chengyi Yang; Yanlong Wen; Xiaojie Yuan (ICASSP, 2025)

HCLTS: Mining Customers' Consumption Patterns in Natural Gas Time Series with Hierarchical Contrastive Learning. - Yuhang Niu; Jiaqi Ye; Shubao Zhao; Zhaoxiang Hou; Chengyi Yang; Zengxiang Li; Yanlong Wen; Xiaojie Yuan (ICASSP, 2025)

Collaborative Imputation for Multivariate Time Series with Convergence Guarantee. - Yu Sun 027; Xinyu Yang; Shaoxu Song; Ying Zhang 015; Xiaojie Yuan (ICDE, 2025)

Multimodal Knowledge Graph Error Detection with Disentanglement VAE and Multi-Grained Triplet Confidence. - Xuhui Sui; Ying Zhang 015; Yu Zhao 043; Baohang Zhou; Xiaojie Yuan (WWW, 2025)

Multimodal Taylor Series Network for Misinformation Detection. - Jiahao Sun; Chen Chen 012; Chunyan Hou; Yike Wu; Xiaojie Yuan (WWW, 2025)

Compress and Mix: Advancing Efficient Taxonomy Completion with Large Language Models. - Hongyuan Xu; Yuhang Niu; Yanlong Wen; Xiaojie Yuan (WWW, 2025)

Multimodal Graph-Based Variational Mixture of Experts Network for Zero-Shot Multimodal Information Extraction. - Baohang Zhou; Ying Zhang 015; Yu Zhao 043; Xuhui Sui; Xiaojie Yuan (WWW, 2025)

A Universal Adaptive Algorithm for Graph Anomaly Detection. - Yuqi Li; Guosheng Zang; Chunyao Song; Xiaojie Yuan (Inf. Process. Manag., 2025)

Disentangled hyperbolic representation learning for heterogeneous graphs. - Qijie Bai; Changli Nie; Haiwei Zhang; Zhicheng Dou; Xiaojie Yuan (Knowl. Based Syst., 2025)

Introducing high correlation and high quality instances for few-shot entity linking. - Xuhui Sui; Ying Zhang 015; Kehui Song; Baohang Zhou; Xiaojie Yuan (Neural Networks, 2025)

ZS-MNET: A zero-shot learning based approach to multimodal named entity typing. - Baohang Zhou; Ying Zhang 015; Kehui Song; Xuhui Sui; Yu Zhao 043; Xiaojie Yuan (Neural Networks, 2025)

TaxoPro: A Plug-In LoRA-based Cross-Domain Method for Low-Resource Taxonomy Completion. - Hongyuan Xu; Yuhang Niu; Ciyi Liu; Yanlong Wen; Xiaojie Yuan (Trans. Assoc. Comput. Linguistics, 2025)

SafeInt: Shielding Large Language Models from Jailbreak Attacks via Safety-Aware Representation Intervention. - Jiaqi Wu; Chen Chen 012; Chunyan Hou; Xiaojie Yuan (CoRR, 2025)

Hyper-modal Imputation Diffusion Embedding with Dual-Distillation for Federated Multimodal Knowledge Graph Completion. - Ying Zhang 015; Yu Zhao 043; Xuhui Sui; Baohang Zhou; Xiangrui Cai; Li Shen 008; Xiaojie Yuan; Dacheng Tao (CoRR, 2025)

Relational Data Cleaning Meets Artificial Intelligence: A Survey. - Jingyu Zhu; Xintong Zhao; Yu Sun 027; Shaoxu Song; Xiaojie Yuan (Data Sci. Eng., 2025)

The Best of Both Worlds: On Repairing Timestamps and Attribute Values for Multivariate Time Series. - Jingyu Zhu; Weiwei Deng; Yu Sun 027; Shaoxu Song; Haiwei Zhang; Xiaojie Yuan (Proc. ACM Manag. Data, 2025)

Dark Side of Modalities: Reinforced Multimodal Distillation for Multimodal Knowledge Graph Reasoning. - Yu Zhao 043; Ying Zhang 015; Xuhui Sui; Baohang Zhou; Haoze Zhu; Jeff Z. Pan; Xiaojie Yuan (CoRR, 2025)

RMSL: Weakly-Supervised Insider Threat Detection with Robust Multi-sphere Learning. - Yang Wang 128; Yaxin Zhao; Xinyu Jiao; Sihan Xu; Xiangrui Cai; Ying Zhang 015; Xiaojie Yuan (CoRR, 2025)

Dual-Space Contrastive Learning for Open-World Semi-Supervised Classification. - Yuxun Qu; Yongqiang Tang; Chenyang Zhang 003; Xiangrui Cai; Xiaojie Yuan; Wensheng Zhang 002 (IEEE Trans. Neural Networks Learn. Syst., 2025)