| 2026 | AAAI | Grow-on-Demand: Sparse and Adaptive Expert Expansion for Continual Instruction Tuning. | Ying Zhang, Xingyue Guo, Yu Zhao, Xuhui Sui, Baohang Zhou, Xinying Qian, Xiaojie Yuan |
| 2026 | ACL | Bridging the Sensory Gap: Visual Injection for Taxonomy Completion. | Yuhang Niu, Hongyuan Xu, Ciyi Liu, Bofan Wei, Jiaqi Ye, Yanlong Wen, Xiaojie Yuan |
| 2026 | ICDE | Truth $\neq$ Frequency: Leveraging Dependencies for Subset Repair. | Haoda Li, Jiahui Chen, Yu Sun, Shaoxu Song, Haiwei Zhang, Xiaojie Yuan |
| 2026 | SIGIR | FairSpec: Expert Specialization for Fair LLM-based Recommendation. | Yuchen Zheng, Xuan Pan, Jing Wang, Chuanchang Zhang, Xi Lin, Chunyao Song, Xiangrui Cai, Xiaojie Yuan |
| 2025 | AAAI | Graph Structure Learning for Spatial-Temporal Imputation: Adapting to Node and Feature Scales. | Xinyu Yang, Yu Sun, Xinyang Chen, Ying Zhang, Xiaojie Yuan |
| 2025 | ACL | FGDGNN: Fine-Grained Dynamic Graph Neural Network for Rumor Detection on Social Media. | Mei Guo, Chen Chen, Chunyan Hou, Yike Wu, Xiaojie Yuan |
| 2025 | ACSAC | Contextual Adversarial Triggers with Masked Language Models. | Jiaqi Wu, Chen Chen, Chunyan Hou, Hanwen Xing, Xiaojie Yuan |
| 2025 | COLING | InstructGEC: Enhancing Unsupervised Grammatical Error Correction with Instruction Tuning. | Jiayi Deng, Chen Chen, Chunyan Hou, Xiaojie Yuan |
| 2025 | EMNLP | SWAM: Adaptive Sliding Window and Memory-Augmented Attention Model for Rumor Detection. | Mei Guo, Chen Chen, Chunyan Hou, Yike Wu, Xiaojie Yuan |
| 2025 | EMNLP | DTDES-KGE: Dual-Teacher Knowledge Distillation with Distinct Embedding Spaces for Knowledge Graph Embeddings. | Bofan Wei, Hongyuan Xu, Yuhang Niu, Jiarui Ren, Yanlong Wen, Xiaojie Yuan |
| 2025 | EMNLP | SafeInt: Shielding Large Language Models from Jailbreak Attacks via Safety-Aware Representation Intervention. | Jiaqi Wu, Chen Chen, Chunyan Hou, Xiaojie Yuan |
| 2025 | ICASSP | 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 |
| 2025 | ICASSP | 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 |
| 2025 | ICDE | Collaborative Imputation for Multivariate Time Series with Convergence Guarantee. | Yu Sun, Xinyu Yang, Shaoxu Song, Ying Zhang, Xiaojie Yuan |
| 2025 | WWW | Multimodal Knowledge Graph Error Detection with Disentanglement VAE and Multi-Grained Triplet Confidence. | Xuhui Sui, Ying Zhang, Yu Zhao, Baohang Zhou, Xiaojie Yuan |
| 2025 | WWW | Multimodal Taylor Series Network for Misinformation Detection. | Jiahao Sun, Chen Chen, Chunyan Hou, Yike Wu, Xiaojie Yuan |
| 2025 | WWW | Compress and Mix: Advancing Efficient Taxonomy Completion with Large Language Models. | Hongyuan Xu, Yuhang Niu, Yanlong Wen, Xiaojie Yuan |
| 2025 | WWW | Multimodal Graph-Based Variational Mixture of Experts Network for Zero-Shot Multimodal Information Extraction. | Baohang Zhou, Ying Zhang, Yu Zhao, Xuhui Sui, Xiaojie Yuan |
| 2024 | AAAI | Learning Time Slot Preferences via Mobility Tree for Next POI Recommendation. | Tianhao Huang, Xuan Pan, Xiangrui Cai, Ying Zhang, Xiaojie Yuan |
| 2024 | ACL | MELOV: Multimodal Entity Linking with Optimized Visual Features in Latent Space. | Xuhui Sui, Ying Zhang, Yu Zhao, Kehui Song, Baohang Zhou, Xiaojie Yuan |
| 2024 | COLING | Look before You Leap: Dual Logical Verification for Knowledge-based Visual Question Generation. | Xumeng Liu, Wenya Guo, Ying Zhang, Xubo Liu, Yu Zhao, Shenglong Yu, Xiaojie Yuan |
| 2024 | COLING | Bring Invariant to Variant: A Contrastive Prompt-based Framework for Temporal Knowledge Graph Forecasting. | Ying Zhang, Xinying Qian, Yu Zhao, Baohang Zhou, Kehui Song, Xiaojie Yuan |
| 2024 | COLING | MCIL: Multimodal Counterfactual Instance Learning for Low-resource Entity-based Multimodal Information Extraction. | Baohang Zhou, Ying Zhang, Kehui Song, Hongru Wang, Yu Zhao, Xuhui Sui, Xiaojie Yuan |
| 2024 | DASFAA | Acceleration-Guided Diffusion Model for Multivariate Time Series Imputation. | Xinyu Yang, Yu Sun, Shaoxu Song, Xiaojie Yuan, Xinyang Chen |
| 2024 | ICASSP | Knowledge-Aware Prompt Learning Framework for Korean-Chinese Microblog Sentiment Analysis. | Xinyu Yang, Hengxuan Wang, Huiling Jin, Zhenguo Zhang, Xiaojie Yuan |
| 2024 | IJCAI | Contrastive Representation Learning for Self-Supervised Taxonomy Completion. | Yuhang Niu, Hongyuan Xu, Ciyi Liu, Yanlong Wen, Xiaojie Yuan |
| 2024 | SIGIR | DHMAE: A Disentangled Hypergraph Masked Autoencoder for Group Recommendation. | Yingqi Zhao, Haiwei Zhang, Qijie Bai, Changli Nie, Xiaojie Yuan |
| 2023 | ACL | From Alignment to Entailment: A Unified Textual Entailment Framework for Entity Alignment. | Yu Zhao, Yike Wu, Xiangrui Cai, Ying Zhang, Haiwei Zhang, Xiaojie Yuan |
| 2023 | ACL | AoM: Detecting Aspect-oriented Information for Multimodal Aspect-Based Sentiment Analysis. | Ru Zhou, Wenya Guo, Xumeng Liu, Shenglong Yu, Ying Zhang, Xiaojie Yuan |
| 2023 | ADMA | CNGT: Co-attention Networks with Graph Transformer for Fact Verification. | Jing Yuan, Chen Chen, Chunyan Hou, Xiaojie Yuan |
| 2023 | ADMA | FSKD: Detecting Fake News with Few-Shot Knowledge Distillation. | Jing Yuan, Chen Chen, Chunyan Hou, Xiaojie Yuan |
| 2023 | CIKM | Incorporating Constituent Syntax into Grammatical Error Correction with Multi-Task Learning. | Chen Chen, Bo He, Jing Yuan, Chunyan Hou, Xiaojie Yuan |
| 2023 | EMNLP | KAPALM: Knowledge grAPh enhAnced Language Models for Fake News Detection. | Jing Ma, Chen Chen, Chunyan Hou, Xiaojie Yuan |
| 2023 | EMNLP | Selecting Key Views for Zero-Shot Entity Linking. | Xuhui Sui, Ying Zhang, Kehui Song, Baohang Zhou, Xiaojie Yuan, Wensheng Zhang |
| 2023 | EMNLP | BioFEG: Generate Latent Features for Biomedical Entity Linking. | Xuhui Sui, Ying Zhang, Xiangrui Cai, Kehui Song, Baohang Zhou, Xiaojie Yuan, Wensheng Zhang |
| 2023 | EMNLP | 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 |
| 2023 | EMNLP | Licon: A Diverse, Controllable and Challenging Linguistic Concept Learning Benchmark. | Shenglong Yu, Ying Zhang, Wenya Guo, Zhengkun Zhang, Ru Zhou, Xiaojie Yuan |
| 2023 | EMNLP | Incorporating Object-Level Visual Context for Multimodal Fine-Grained Entity Typing. | Ying Zhang, Wenbo Fan, Kehui Song, Yu Zhao, Xuhui Sui, Xiaojie Yuan |
| 2023 | WWW | HGWaveNet: A Hyperbolic Graph Neural Network for Temporal Link Prediction. | Qijie Bai, Changli Nie, Haiwei Zhang, Dongming Zhao, Xiaojie Yuan |
| 2022 | COLING | TreeMAN: Tree-enhanced Multimodal Attention Network for ICD Coding. | Zichen Liu, Xuyuan Liu, Yanlong Wen, Guoqing Zhao, Fen Xia, Xiaojie Yuan |
| 2022 | COLING | Improving Zero-Shot Entity Linking Candidate Generation with Ultra-Fine Entity Type Information. | Xuhui Sui, Ying Zhang, Kehui Song, Baohang Zhou, Guoqing Zhao, Xin Wei, Xiaojie Yuan |
| 2022 | COLING | Overcoming Language Priors in Visual Question Answering via Distinguishing Superficially Similar Instances. | Yike Wu, Yu Zhao, Shiwan Zhao, Ying Zhang, Xiaojie Yuan, Guoqing Zhao, Ning Jiang |
| 2022 | CVPR | PPDL: Predicate Probability Distribution based Loss for Unbiased Scene Graph Generation. | Wei Li, Haiwei Zhang, Qijie Bai, Guoqing Zhao, Ning Jiang, Xiaojie Yuan |
| 2022 | EMNLP | P\textM²\textF²N: Patient Multi-view Multi-modal Feature Fusion Networks for Clinical Outcome Prediction. | Ying Zhang, Baohang Zhou, Kehui Song, Xuhui Sui, Guoqing Zhao, Ning Jiang, Xiaojie Yuan |
| 2022 | EMNLP | A Span-based Multimodal Variational Autoencoder for Semi-supervised Multimodal Named Entity Recognition. | Baohang Zhou, Ying Zhang, Kehui Song, Wenya Guo, Guoqing Zhao, Hongbin Wang, Xiaojie Yuan |
| 2022 | ICASSP | A Multi-Task Learning Framework for Chinese Medical Procedure Entity Normalization. | Xuhui Sui, Kehui Song, Baohang Zhou, Ying Zhang, Xiaojie Yuan |
| 2022 | IJCAI | TaxoPrompt: A Prompt-based Generation Method with Taxonomic Context for Self-Supervised Taxonomy Expansion. | Hongyuan Xu, Yunong Chen, Zichen Liu, Yanlong Wen, Xiaojie Yuan |
| 2021 | AAAI | KAN: Knowledge-aware Attention Network for Fake News Detection. | Yaqian Dun, Kefei Tu, Chen Chen, Chunyan Hou, Xiaojie Yuan |
| 2021 | AAAI | MTAAL: Multi-Task Adversarial Active Learning for Medical Named Entity Recognition and Normalization. | Baohang Zhou, Xiangrui Cai, Ying Zhang, Wenya Guo, Xiaojie Yuan |
| 2021 | ACL | An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and Normalization. | Baohang Zhou, Xiangrui Cai, Ying Zhang, Xiaojie Yuan |
| 2021 | DASFAA | ImputeRNN: Imputing Missing Values in Electronic Medical Records. | Jiawei Ouyang, Yuhao Zhang, Xiangrui Cai, Ying Zhang, Xiaojie Yuan |
| 2021 | DASFAA | STMG: Spatial-Temporal Mobility Graph for Location Prediction. | Xuan Pan, Xiangrui Cai, Jiangwei Zhang, Yanlong Wen, Ying Zhang, Xiaojie Yuan |
| 2021 | DASFAA | A Decision Support System for Heart Failure Risk Prediction Based on Weighted Naive Bayes. | Kehui Song, Shenglong Yu, Haiwei Zhang, Ying Zhang, Xiangrui Cai, Xiaojie Yuan |
| 2021 | EMNLP | TEMP: Taxonomy Expansion with Dynamic Margin Loss through Taxonomy-Paths. | Zichen Liu, Hongyuan Xu, Yanlong Wen, Ning Jiang, Haiying Wu, Xiaojie Yuan |
| 2021 | EMNLP | Incorporating Circumstances into Narrative Event Prediction. | Shichao Wang, Xiangrui Cai, Hongbin Wang, Xiaojie Yuan |
| 2021 | SIGMOD | Joint Open Knowledge Base Canonicalization and Linking. | Yinan Liu, Wei Shen, Yuanfei Wang, Jianyong Wang, Zhenglu Yang, Xiaojie Yuan |
| 2020 | AAAI | Re-Attention for Visual Question Answering. | Wenya Guo, Ying Zhang, Xiaoping Wu, Jufeng Yang, Xiangrui Cai, Xiaojie Yuan |
| 2020 | DASFAA | Type Preserving Representation of Heterogeneous Information Networks. | Chunyao Song, Jiawen Guo, Tingjian Ge, Xiaojie Yuan |
| 2020 | WISE | PLSGAN: A Power-Law-modified Sequential Generative Adversarial Network for Graph Generation. | Qijie Bai, Yanting Yin, Yining Lian, Haiwei Zhang, Xiaojie Yuan |
| 2019 | APWEB | MBMN: Multivariate Bernoulli Mixture Network for News Emotion Analysis. | Xue Zhao, Ying Zhang, Wenya Guo, Xiaojie Yuan |
| 2019 | DASFAA | On the Impact of the Length of Subword Vectors on Word Embeddings. | Xiangrui Cai, Yonghong Luo, Ying Zhang, Xiaojie Yuan |
| 2019 | IJCAI | E²GAN: End-to-End Generative Adversarial Network for Multivariate Time Series Imputation. | Yonghong Luo, Ying Zhang, Xiangrui Cai, Xiaojie Yuan |
| 2019 | PAKDD | Dependency-Aware Attention Model for Emotion Analysis for Online News. | Xue Zhao, Ying Zhang, Xiaojie Yuan |
| 2018 | DASFAA | KAT: Keywords-to-SPARQL Translation Over RDF Graphs. | Yanlong Wen, Yudong Jin, Xiaojie Yuan |
| 2018 | DASFAA | Nearest Subspace with Discriminative Regularization for Time Series Classification. | Zhenguo Zhang, Yanlong Wen, Ying Zhang, Xiaojie Yuan |
| 2018 | DEXA | Community Structure Based Shortest Path Finding for Social Networks. | Yale Chai, Chunyao Song, Peng Nie, Xiaojie Yuan, Yao Ge |
| 2018 | IJCAI | Medical Concept Embedding with Time-Aware Attention. | Xiangrui Cai, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, Ying Zhang, Xiaojie Yuan |
| 2018 | IJCAI | 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 |
| 2018 | IJCNN | Temporal Link Prediction Using Cluster and Temporal Information Based Motif Feature. | Yi Li, Yanlong Wen, Peng Nie, Xiaojie Yuan |
| 2018 | KSEM | Authorship Attribution for Short Texts with Author-Document Topic Model. | Haowen Zhang, Peng Nie, Yanlong Wen, Xiaojie Yuan |
| 2018 | WISE | StrDip: A Fast Data Stream Clustering Algorithm Using the Dip Test of Unimodality. | Yonghong Luo, Ying Zhang, Xiaoke Ding, Xiangrui Cai, Chunyao Song, Xiaojie Yuan |
| 2017 | DASFAA | Hierarchical Semantic Representations of Online News Comments for Emotion Tagging Using Multiple Information Sources. | Chao Wang, Ying Zhang, Wei Jie, Christian Sauer, Xiaojie Yuan |
| 2017 | ICDE | An Efficient Framework for Exact Set Similarity Search Using Tree Structure Indexes. | Yong Zhang, Xiuxing Li, Jin Wang, Ying Zhang, Chunxiao Xing, Xiaojie Yuan |
| 2017 | MDM | Short-Term User Activity Prediction with Massive Mobile Broadband Data. | Jiakun Xiao, Chen Chen, Chunyan Hou, Xiaojie Yuan |
| 2017 | SIGIR | Weighted Domain Translation for Online News Comments Emotion Tagging. | Ying Zhang, Li Yu, Xue Zhao, Xiaojie Yuan, Lei Xu |
| 2017 | WISE | Time Series Classification by Modeling the Principal Shapes. | Zhenguo Zhang, Yanlong Wen, Ying Zhang, Xiaojie Yuan |
| 2016 | APWEB | A Hadoop-Based Database Querying Approach for Non-expert Users. | Yale Chai, Chao Wang, Yanlong Wen, Xiaojie Yuan |
| 2016 | APWEB | A Workload-Driven Vertical Partitioning Approach Based on Streaming Framework. | Hong Kang, Mengyu Guo, Xiaojie Yuan |
| 2016 | APWEB | Online Hot Topic Detection from Web News Based on Bursty Term Identification. | Chao Wang, Xue Zhao, Ying Zhang, Xiaojie Yuan |
| 2016 | APWEB | Accelerating Time Series Shapelets Discovery with Key Points. | Zhenguo Zhang, Haiwei Zhang, Yanlong Wen, Xiaojie Yuan |
| 2016 | CIKM | Deola: A System for Linking Author Entities in Web Document with DBLP. | Yinan Liu, Wei Shen, Xiaojie Yuan |
| 2015 | APWEB | Overlapping Schema Summarization Based on Multi-label Propagation. | Man Yu, Chao Wang, Xiangrui Cai, Ying Zhang, Yanlong Wen, Xiaojie Yuan |
| 2015 | APWEB | Multi-Label Emotion Tagging for Online News by Supervised Topic Model. | Ying Zhang, Lili Su, Zhifan Yang, Xue Zhao, Xiaojie Yuan |
| 2015 | ICDE | Answering regular path queries on workflow provenance. | Xiaocheng Huang, Zhuowei Bao, Susan B. Davidson, Tova Milo, Xiaojie Yuan |
| 2014 | APWEB | Summarizing Relational Database Schema Based on Label Propagation. | Xiaojie Yuan, Xinkun Li, Man Yu, Xiangrui Cai, Ying Zhang, Yanlong Wen |
| 2014 | ECIR | Facet-Based User Modeling in Social Media for Personalized Ranking. | Chen Chen, Dongxing Wu, Chunyan Hou, Xiaojie Yuan |
| 2014 | SIGIR | Cross-domain and cross-category emotion tagging for comments of online news. | Ying Zhang, Ning Zhang, Luo Si, Yanshan Lu, Qifan Wang, Xiaojie Yuan |
| 2013 | APWEB | K Hops Frequent Subgraphs Mining for Large Attribute Graph. | Haiwei Zhang, Simeng Jin, Xiangyu Hu, Ying Zhang, Yanlong Wen, Xiaojie Yuan |
| 2013 | SSDBM | Search and result presentation in scientific workflow repositories. | Susan B. Davidson, Xiaocheng Huang, Julia Stoyanovich, Xiaojie Yuan |
| 2012 | APWEB | A Compact XML Storage Scheme Supporting Efficient Path Querying. | Xiangyu Hu, Haiwei Zhang, Xiaojie Yuan |
| 2012 | KDD | Joint optimization of bid and budget allocation in sponsored search. | Weinan Zhang, Ying Zhang, Bin Gao, Yong Yu, Xiaojie Yuan, Tie-Yan Liu |
| 2012 | SIGIR | Emotion tagging for comments of online news by meta classification with heterogeneous information sources. | Ying Zhang, Yi Fang, Xiaojun Quan, Lin Dai, Luo Si, Xiaojie Yuan |
| 2011 | DASFAA | Effective Keyword Search for Candidate Fragments of XML Documents. | Yanlong Wen, Haiwei Zhang, Ying Zhang, Lu Zhang, Lei Xu, Xiaojie Yuan |
| 2010 | COLING | Corpus-based Semantic Class Mining: Distributional vs. Pattern-Based Approaches. | Shuming Shi, Huibin Zhang, Xiaojie Yuan, Ji-Rong Wen |
| 2009 | ADMA | Similarity Evaluation of XML Documents Based on Weighted Element Tree Model. | Chenying Wang, Xiaojie Yuan, Hua Ning, Xin Lian |
| 2008 | APWEB | Similarity Computation for XML Documents by XML Element Sequence Patterns. | Haiwei Zhang, Xiaojie Yuan, Na Yang, Zhongqi Liu |
| 2008 | CIKM | Are click-through data adequate for learning web search rankings? | Zhicheng Dou, Ruihua Song, Xiaojie Yuan, Ji-Rong Wen |