Efficient Algorithms for Node Disjoint Subgraph Homeomorphism Determination. - Yanghua Xiao; Wentao Wu 001; Wei Wang 009; Zhenying He (DASFAA, 2008)

Structure-based graph distance measures of high degree of precision. - Yanghua Xiao; Hua Dong; Wentao Wu 001; Momiao Xiong; Wei Wang 009; Baile Shi (Pattern Recognit., 2008)

Efficiently indexing shortest paths by exploiting symmetry in graphs. - Yanghua Xiao; Wentao Wu 001; Jian Pei 001; Wei Wang 009; Zhenying He (EDBT, 2009)

Symmetry in world trade network. - Hui Wang; Guangle Yan; Yanghua Xiao (J. Syst. Sci. Complex., 2009)

k-symmetry model for identity anonymization in social networks. - Wentao Wu 001; Yanghua Xiao; Wei Wang 009; Zhenying He; Zhihui Wang 009 (EDBT, 2010)

Integrated analysis of mutations, miRNA and mRNA expression in glioblastoma. - Hua Dong; Li Luo 002; Shengjun Hong; Hoicheong Siu; Yanghua Xiao; Li Jin 002; Rui Chen; Momiao Xiong (BMC Syst. Biol., 2010)

Answering label-constraint reachability in large graphs. - Kun Xu 005; Lei Zou 001; Jeffrey Xu Yu; Lei Chen 002; Yanghua Xiao; Dongyan Zhao 001 (CIKM, 2011)

Towards a Maturity Model for Networks of Practice: A Case of K2 Tree Optimization. - Quan Shi; Yanghua Xiao; Nik Bessis; Yiqi Lu; Yaoliang Chen; Richard Hill (EIDWT, 2011)

A novel approach for alignments output storage problem facing clinical scenarios. - Yiqi Lu; Yanghua Xiao; Yaoliang Chen; Danfeng Xu; Fuli Yu (GENSiPS, 2011)

A novel approach to regression test selection for J2EE applications. - Sheng Huang; Zhong Jie Li; Jun Zhu; Yanghua Xiao; Wei Wang 009 (ICSM, 2011)

Regression Testing as a Service. - Sheng Huang; Zhong Jie Li; Ying Liu 045; Jun Zhu; Yanghua Xiao; Wei Wang 009 (ICWS, 2011)

Permutation Anonymization: Improving Anatomy for Privacy Preservation in Data Publication. - Xianmang He; Yanghua Xiao; Yujia Li; Qing Wang; Wei Wang 009; Baile Shi (PAKDD Workshops, 2011)

Dynamic Anonymization for Marginal Publication. - Xianmang He; Yanghua Xiao; Yujia Li; Qing Wang; Wei Wang 009; Baile Shi (SSDBM, 2011)

Robustness of Complex Networks against Attacks Guided by Damage - Hui Wang; Jinyuan Huang; Xiaomin Xu 001; Yanghua Xiao; Wei Wang 009 (CoRR, 2011)

XMLSnippet: A Coding Assistant for XML Configuration Snippet Recommendation. - Sheng Huang; Yanghua Xiao; Yiqi Lu; Wei Wang 009; Yu Wang (COMPSAC, 2012)

Branch Code: A Labeling Scheme for Efficient Query Answering on Trees. - Yanghua Xiao; Ji Hong; Wanyun Cui; Zhenying He; Wei Wang 009; Guodong Feng (ICDE, 2012)

Mining application repository to recommend XML configuration snippets. - Sheng Huang; Yiqi Lu; Yanghua Xiao; Wei Wang 009 (ICSE, 2012)

Cloud Based Test Coverage Service. - Sheng Huang; Xiaomin Xu 001; Yanghua Xiao; Wei Wang 009 (ICWS, 2012)

SCuV: a novel software clustering and visualization tool. - Xiaomin Xu 001; Sheng Huang; Yanghua Xiao; Wei Wang 009 (SPLASH, 2012)

Which Topic Will You Follow? - Deqing Yang; Yanghua Xiao; Bo Xu 023; Hanghang Tong; Wei Wang 009; Sheng Huang (ECML/PKDD (2), 2012)

Managing and mining large graphs: systems and implementations. - Bin Shao; Haixun Wang; Yanghua Xiao (SIGMOD Conference, 2012)

Optimizing K2 trees: A case for validating the maturity of network of practices. - Quan Shi; Yanghua Xiao; Nik Bessis; Yiqi Lu; Yaoliang Chen; Richard Hill (Comput. Math. Appl., 2012)

Incremental Sensor Placement Optimization on Water Network. - Xiaomin Xu 001; Yiqi Lu; Sheng Huang; Yanghua Xiao; Wei Wang 009 (ECML/PKDD (3), 2013)

Online search of overlapping communities. - Wanyun Cui; Yanghua Xiao; Haixun Wang; Yiqi Lu; Wei Wang 009 (SIGMOD Conference, 2013)

Toward a Distance Oracle for Billion-Node Graphs. - Zichao Qi; Yanghua Xiao; Bin Shao; Haixun Wang (Proc. VLDB Endow., 2013)

WiiCluster: a Platform for Wikipedia Infobox Generation. - Kezun Zhang; Yanghua Xiao; Hanghang Tong; Haixun Wang; Wei Wang 009 (CIKM, 2014)

How to partition a billion-node graph. - Lu Wang; Yanghua Xiao; Bin Shao; Haixun Wang (ICDE, 2014)

Local search of communities in large graphs. - Wanyun Cui; Yanghua Xiao; Haixun Wang; Wei Wang 009 (SIGMOD Conference, 2014)

Tag propagation based recommendation across diverse social media. - Deqing Yang; Yanghua Xiao; Yangqiu Song; Junjun Zhang; Kezun Zhang; Wei Wang 009 (WWW (Companion Volume), 2014)

The Links Have It: Infobox Generation by Summarization over Linked Entities. - Kezun Zhang; Yanghua Xiao; Hanghang Tong; Haixun Wang; Wei Wang 009 (CoRR, 2014)

Efficient processing of label-constraint reachability queries in large graphs. - Lei Zou 001; Kun Xu 005; Jeffrey Xu Yu; Lei Chen 002; Yanghua Xiao; Dongyan Zhao 001 (Inf. Syst., 2014)

Social Communication Network, Case Study. - Bo Xu 023; Deqing Yang; Qi Liu; Yanghua Xiao (Encyclopedia of Social Network Analysis and Mining, 2014)

Towards Topic Following in Heterogeneous Information Networks. - Deqing Yang; Yanghua Xiao; Hanghang Tong; Wanyun Cui; Wei Wang 009 (ASONAM, 2015)

Robust network construction against intentional attacks. - Hui Wang; Wanyun Cui; Yanghua Xiao; Hanghang Tong (BigComp, 2015)

An Inference Approach to Basic Level of Categorization. - Zhongyuan Wang 006; Haixun Wang; Ji-Rong Wen; Yanghua Xiao (CIKM, 2015)

A Graph-based Recommendation across Heterogeneous Domains. - Deqing Yang; Jingrui He; Huazheng Qin; Yanghua Xiao; Wei Wang 009 (CIKM, 2015)

An Integrated Tag Recommendation Algorithm Towards Weibo User Profiling. - Deqing Yang; Yanghua Xiao; Hanghang Tong; Junjun Zhang; Wei Wang 009 (DASFAA (1), 2015)

Cross-Site Virtual Social Network Construction. - Chenhao Xie 002; Deqing Yang; Jingrui He; Yanghua Xiao (ICDM Workshops, 2015)

Semantic-Based Recommendation Across Heterogeneous Domains. - Deqing Yang; Yanghua Xiao; Yangqiu Song; Wei Wang 009 (ICDM, 2015)

On Conceptual Labeling of a Bag of Words. - Xiangyan Sun; Yanghua Xiao; Haixun Wang; Wei Wang 009 (IJCAI, 2015)

Cheetah: Fast Graph Kernel Tracking on Dynamic Graphs. - Liangyue Li; Hanghang Tong; Yanghua Xiao; Wei Fan 001 (SDM, 2015)

Web Knowledge Base Improved OCR Correction for Chinese Business Cards. - Xiaoping Wang; Yanghua Xiao; Wei Wang 009 (WAIM, 2015)

Shortest Path and Word Vector Based Relation Representation and Clustering. - Xiaoping Wang; Yanghua Xiao; Wei Wang 009 (WAIM, 2015)

Long Concept Query on Conceptual Taxonomies. - Yi Zhang; Yanghua Xiao; Seung-won Hwang; Wei Wang 009 (CoRR, 2015)

Entity Suggestion by Example using a Conceptual Taxonomy. - Yi Zhang; Yanghua Xiao; Seung-won Hwang; Haixun Wang; X. Sean Wang; Wei Wang 009 (CoRR, 2015)

Verb Pattern: A Probabilistic Semantic Representation on Verbs. - Wanyun Cui; Xiyou Zhou; Hangyu Lin; Yanghua Xiao; Haixun Wang; Seung-won Hwang; Wei Wang 009 (AAAI, 2016)

Cross-Lingual Type Inference. - Bo Xu 023; Yi Zhang; Jiaqing Liang; Yanghua Xiao; Seung-won Hwang; Wei Wang 009 (DASFAA (1), 2016)

Syntactic Parsing of Web Queries. - Xiangyan Sun; Haixun Wang; Yanghua Xiao; Zhongyuan Wang 006 (EMNLP, 2016)

KBQA: An Online Template Based Question Answering System over Freebase. - Wanyun Cui; Yanghua Xiao; Wei Wang 009 (IJCAI, 2016)

Learning Defining Features for Categories. - Bo Xu 023; Chenhao Xie 002; Yi Zhang; Yanghua Xiao; Haixun Wang; Wei Wang 009 (IJCAI, 2016)

G-SQL: Fast Query Processing via Graph Exploration. - Hongbin Ma; Bin Shao; Yanghua Xiao; Liang Jeff Chen; Haixun Wang (Proc. VLDB Endow., 2016)

Graph-Based Wrong IsA Relation Detection in a Large-Scale Lexical Taxonomy. - Jiaqing Liang; Yanghua Xiao; Yi Zhang; Seung-won Hwang; Haixun Wang (AAAI, 2017)

On the Transitivity of Hypernym-Hyponym Relations in Data-Driven Lexical Taxonomies. - Jiaqing Liang; Yi Zhang; Yanghua Xiao; Haixun Wang; Wei Wang 009; Pinpin Zhu (AAAI, 2017)

Automatic Navbox Generation by Interpretable Clustering over Linked Entities. - Chenhao Xie 002; Lihan Chen; Jiaqing Liang; Kezun Zhang; Yanghua Xiao; Hanghang Tong; Haixun Wang; Wei Wang 009 (CIKM, 2017)

XMLValue: XML Configuration Attribute Value Recommendation. - Yiqi Lu; Jiaqing Liang; Yanghua Xiao; Sheng Huang; Deqing Yang; Wei Wang 009; Haibo Lin (COMPSAC (1), 2017)

CN-DBpedia: A Never-Ending Chinese Knowledge Extraction System. - Bo Xu 023; Yong Xu; Jiaqing Liang; Chenhao Xie 002; Bin Liang; Wanyun Cui; Yanghua Xiao (IEA/AIE (2), 2017)

How to Keep a Knowledge Base Synchronized with Its Encyclopedia Source. - Jiaqing Liang; Sheng Zhang 027; Yanghua Xiao (IJCAI, 2017)

Entity Suggestion with Conceptual Expanation. - Yi Zhang; Yanghua Xiao; Seung-won Hwang; Haixun Wang; X. Sean Wang; Wei Wang 009 (IJCAI, 2017)

Billion-Node Graph Challenges. - Yanghua Xiao; Bin Shao (IEEE Data Eng. Bull., 2017)

KBQA: Learning Question Answering over QA Corpora and Knowledge Bases. - Wanyun Cui; Yanghua Xiao; Haixun Wang; Yangqiu Song; Seung-won Hwang; Wei Wang 009 (Proc. VLDB Endow., 2017)

Stylus: A Strongly-Typed Store for Serving Massive RDF Data. - Liang He 010; Bin Shao; Yatao Li; Huanhuan Xia; Yanghua Xiao; Enhong Chen; Liang Chen (Proc. VLDB Endow., 2017)

Probase+: Inferring Missing Links in Conceptual Taxonomies. - Jiaqing Liang; Yanghua Xiao; Haixun Wang; Yi Zhang; Wei Wang 009 (IEEE Trans. Knowl. Data Eng., 2017)

Social Tag Embedding for the Recommendation with Sparse User-Item Interactions. - Deqing Yang; Lihan Chen; Jiaqing Liang; Yanghua Xiao; Wei Wang 009 (ASONAM, 2018)

Short Text Entity Linking with Fine-grained Topics. - Lihan Chen; Jiaqing Liang; Chenhao Xie 002; Yanghua Xiao (CIKM, 2018)

METIC: Multi-Instance Entity Typing from Corpus. - Bo Xu 023; Zheng Luo; Luyang Huang; Bin Liang; Yanghua Xiao; Deqing Yang; Wei Wang 009 (CIKM, 2018)

An Effective Method for Identifying Unknown Unknowns with Noisy Oracle. - Bo Zheng; Xin Lin 001; Yanghua Xiao; Jing Yang 023; Liang He 001 (ICCBR, 2018)

A Knowledge-Enhanced Deep Recommendation Framework Incorporating GAN-Based Models. - Deqing Yang; Zikai Guo; Ziyi Wang; Juyang Jiang; Yanghua Xiao; Wei Wang 009 (ICDM, 2018)

Timeline: A Chinese Event Extraction and Exploration System. - Chenguang Li; Hao Cheng; Yanghua Xiao; Chenhao Xie 002; Haiyun Jiang; Suo Feng (SoMeT, 2018)

Social Communication Network: Case Study. - Bin Liang; Bo Xu 023; Deqing Yang; Qi Liu; Yanghua Xiao (Encyclopedia of Social Network Analysis and Mining. 2nd Ed., 2018)

Deep Short Text Classification with Knowledge Powered Attention. - Jindong Chen; Yizhou Hu; Jingping Liu; Yanghua Xiao; Haiyun Jiang (AAAI, 2019)

Non-Compensatory Psychological Models for Recommender Systems. - Chen Lin 001; Xiaolin Shen; Si Chen 011; Muhua Zhu; Yanghua Xiao (AAAI, 2019)

Ensuring Readability and Data-fidelity using Head-modifier Templates in Deep Type Description Generation. - Jiangjie Chen; Ao Wang; Haiyun Jiang; Suo Feng; Chenguang Li; Yanghua Xiao (ACL (1), 2019)

Knowledge embedding towards the recommendation with sparse user-item interactions. - Deqing Yang; Ziyi Wang; Junyang Jiang; Yanghua Xiao (ASONAM, 2019)

Sentiment Commonsense Induced Sequential Neural Networks for Sentiment Classification. - Shiyun Chen; Xin Lin 001; Yanghua Xiao; Liang He 001 (CIKM, 2019)

Enterprise Knowledge Graph From Specific Business Task to Enterprise Knowledge Management. - Rong Duan; Yanghua Xiao (CIKM, 2019)

Bayes EMbedding (BEM): Refining Representation by Integrating Knowledge Graphs and Behavior-specific Networks. - Yuting Ye; Xuwu Wang; Jiangchao Yao; Kunyang Jia; Jingren Zhou 001; Yanghua Xiao; Hongxia Yang (CIKM, 2019)

Hierarchical Conceptual Labeling. - Haiyun Jiang; Cengguang Zhang; Deqing Yang; Yanghua Xiao; Jingping Liu; Jindong Chen; Chao Wang 095; Chenguang Li; Jiaqing Liang; Bin Liang; Wei Wang 009 (DASFAA (3), 2019)

A Deep Recommendation Model Incorporating Adaptive Knowledge-Based Representations. - Chenlu Shen; Deqing Yang; Yanghua Xiao (DASFAA (3), 2019)

Modeling Multi-mapping Relations for Precise Cross-lingual Entity Alignment. - Xiaofei Shi; Yanghua Xiao (EMNLP/IJCNLP (1), 2019)

CN-Probase: A Data-Driven Approach for Large-Scale Chinese Taxonomy Construction. - Jindong Chen; Ao Wang; Jiangjie Chen; Yanghua Xiao; Zhendong Chu; Jingping Liu; Jiaqing Liang; Wei Wang 009 (ICDE, 2019)

Towards the Completion of a Domain-Specific Knowledge Base with Emerging Query Terms. - Sihang Jiang; Jiaqing Liang; Yanghua Xiao; Haihong Tang; Hai-Kuan Huang; Jun Tan (ICDE, 2019)

A Community-Based Collaborative Filtering Method for Social Recommender Systems. - Bin Liang; Bo Xu 023; Xiaowei Wu; Dong Wu; Deqing Yang; Yanghua Xiao; Wei Wang 009 (ICWS, 2019)

Relation Extraction Using Supervision from Topic Knowledge of Relation Labels. - Haiyun Jiang; Li Cui; Zhe Xu; Deqing Yang; Jindong Chen; Chenguang Li; Jingping Liu; Jiaqing Liang; Chao Wang 095; Yanghua Xiao; Wei Wang 009 (IJCAI, 2019)

Convolutional Gaussian Embeddings for Personalized Recommendation with Uncertainty. - Junyang Jiang; Deqing Yang; Yanghua Xiao; Chenlu Shen (IJCAI, 2019)

Charge Prediction with Legal Attention. - Qiaoben Bao; Hongying Zan; Peiyuan Gong; Junyi Chen; Yanghua Xiao (NLPCC (1), 2019)

Spiral of Silence in Recommender Systems. - Dugang Liu; Chen Lin 001; Zhilin Zhang 001; Yanghua Xiao; Hanghang Tong (WSDM, 2019)

Weakly Supervised Co-Training of Query Rewriting andSemantic Matching for e-Commerce. - Rong Xiao 005; Jianhui Ji; Baoliang Cui; Haihong Tang; Wenwu Ou; Yanghua Xiao; Jiwei Tan; Xuan Ju (WSDM, 2019)

ACCF: Learning Attentional Conformity for Collaborative Filtering. - Bin Liang; Chaofeng Sha; Dong Wu; Bo Xu 023; Yanghua Xiao; Wei Wang 009 (IEEE Access, 2019)

Interpretable Text Classification Using CNN and Max-pooling. - Hao Cheng; Xiaoqing Yang; Zang Li; Yanghua Xiao; Yucheng Lin (CoRR, 2019)

CN-DBpedia2: An Extraction and Verification Framework for Enriching Chinese Encyclopedia Knowledge Base. - Bo Xu 023; Jiaqing Liang; Chenhao Xie 002; Bin Liang; Lihan Chen; Yanghua Xiao (Data Intell., 2019)

Co-refining User and Item Representations with Feature-level Self-attention for Enhanced Recommendation. - Zikai Guo; Deqing Yang; Baichuan Liu; Lyuxin Xue; Yanghua Xiao (ASONAM, 2020)

Attacking Recommender Systems with Augmented User Profiles. - Chen Lin 001; Si Chen 011; Hui Li 057; Yanghua Xiao; Lianyun Li; Qian Yang (CIKM, 2020)

Mining Infrequent High-Quality Phrases from Domain-Specific Corpora. - Li Wang; Wei Zhu 016; Sihang Jiang; Sheng Zhang 027; Keqiang Wang; Yuan Ni; Guotong Xie; Yanghua Xiao (CIKM, 2020)

Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning. - Ye Liu; Sheng Zhang 027; Rui Song 006; Suo Feng; Yanghua Xiao (EMNLP (1), 2020)

EntityLDA: A Topic Model for Entity Retrieval on Knowledge Graph. - Yu Hong; Suo Feng; Yanghua Xiao (ICKG, 2020)

Learning Knowledge Embeddings with Prior Weights for Sparse Interaction Recommendation. - Deqing Yang; Zikai Guo; Yanghua Xiao (ICKG, 2020)

Mining Verb-Oriented Commonsense Knowledge. - Jingping Liu; Yuanfu Zhou; Dan Wu; Chao Wang 095; Haiyun Jiang; Sheng Zhang 027; Bo Xu 023; Yanghua Xiao (ICDE, 2020)

CapableOf Reasoning: A Step Towards Commonsense Oracle. - Jingping Liu; Yanghua Xiao; Ao Wang; Liang He 010; Bin Shao (SIGIR, 2020)

Incorporating User Micro-behaviors and Item Knowledge into Multi-task Learning for Session-based Recommendation. - Wenjing Meng; Deqing Yang; Yanghua Xiao (SIGIR, 2020)

A Knowledge-Enhanced Recommendation Model with Attribute-Level Co-Attention. - Deqing Yang; Zengchun Song; Lvxin Xue; Yanghua Xiao (SIGIR, 2020)

Collective Loss Function for Positive and Unlabeled Learning. - Chenhao Xie 002; Qiao Cheng 005; Jiaqing Liang; Lihan Chen; Yanghua Xiao (CoRR, 2020)

Complex Relation Extraction: Challenges and Opportunities. - Haiyun Jiang; Qiaoben Bao; Qiao Cheng 005; Deqing Yang; Li Wang; Yanghua Xiao (CoRR, 2020)

InSRL: A Multi-view Learning Framework Fusing Multiple Information Sources for Distantly-supervised Relation Extraction. - Zhendong Chu; Haiyun Jiang; Yanghua Xiao; Wei Wang 009 (CoRR, 2020)

LOREN: Logic Enhanced Neural Reasoning for Fact Verification. - Jiangjie Chen; Qiaoben Bao; Jiaze Chen; Changzhi Sun; Hao Zhou 012; Yanghua Xiao; Lei Li 005 (CoRR, 2020)

Surface pattern-enhanced relation extraction with global constraints. - Haiyun Jiang; Juntao Liu; Sheng Zhang 027; Deqing Yang; Yanghua Xiao; Wei Wang 009 (Knowl. Inf. Syst., 2020)

Explaining a bag of words with hierarchical conceptual labels. - Haiyun Jiang; Yanghua Xiao; Wei Wang 009 (World Wide Web, 2020)

Understanding a bag of words by conceptual labeling with prior weights. - Haiyun Jiang; Deqing Yang; Yanghua Xiao; Wei Wang 009 (World Wide Web, 2020)

Learning Term Embeddings for Lexical Taxonomies. - Jingping Liu; Menghui Wang; Chao Wang 095; Jiaqing Liang; Lihan Chen; Haiyun Jiang; Yanghua Xiao; Yunwen Chen (AAAI, 2021)

Revisiting the Negative Data of Distantly Supervised Relation Extraction. - Chenhao Xie 002; Jiaqing Liang; Jingping Liu; Chengsong Huang; Wenhao Huang; Yanghua Xiao (ACL/IJCNLP (1), 2021)

HacRED: A Large-Scale Relation Extraction Dataset Toward Hard Cases in Practical Applications. - Qiao Cheng 005; Juntao Liu; Xiaoye Qu; Jin Zhao 004; Jiaqing Liang; Zhefeng Wang 001; Baoxing Huai; Nicholas Jing Yuan; Yanghua Xiao (ACL/IJCNLP (Findings), 2021)

Refining Sample Embeddings with Relation Prototypes to Enhance Continual Relation Extraction. - Li Cui; Deqing Yang; Jiaxin Yu; Chengwei Hu; Jiayang Cheng; Jingjie Yi; Yanghua Xiao (ACL/IJCNLP (1), 2021)

Incorporating Complete Syntactical Knowledge for Spoken Language Understanding. - Shimin Tao; Ying Qin; Yimeng Chen; Chunning Du; Haifeng Sun 001; Weibin Meng; Yanghua Xiao; Jiaxin Guo; Chang Su 001; Minghan Wang; Min Zhang 042; Yuxia Wang; et al. (CCKS, 2021)

WebKE: Knowledge Extraction from Semi-structured Web with Pre-trained Markup Language Model. - Chenhao Xie 002; Wenhao Huang; Jiaqing Liang; Chengsong Huang; Yanghua Xiao (CIKM, 2021)

Bootstrapping Information Extraction via Conceptualization. - Jiaqing Liang; Suo Feng; Chenhao Xie 002; Yanghua Xiao; Jindong Chen; Seung-won Hwang (ICDE, 2021)

Diversified Paraphrase Generation with Commonsense Knowledge Graph. - Xinyao Shen; Jiangjie Chen; Yanghua Xiao (NLPCC (1), 2021)

Incorporating Syntactic Information into Relation Representations for Enhanced Relation Extraction. - Li Cui; Deqing Yang; Jiayang Cheng; Yanghua Xiao (PAKDD (3), 2021)

SILVER: Generating Persuasive Chinese Product Pitch. - Yunsen Hong; Hui Li 057; Yanghua Xiao; Ryan McBride; Chen Lin 001 (PAKDD (2), 2021)

Large-Scale Multi-granular Concept Extraction Based on Machine Reading Comprehension. - Siyu Yuan; Deqing Yang; Jiaqing Liang; Jilun Sun; Jingyue Huang; Kaiyan Cao; Yanghua Xiao; Rui Xie 005 (ISWC, 2021)

A Question-answering Based Framework for Relation Extraction Validation. - Jiayang Cheng; Haiyun Jiang; Deqing Yang; Yanghua Xiao (CoRR, 2021)

Relation Aware Semi-autoregressive Semantic Parsing for NL2SQL. - Junyang Huang; Yongbo Wang; Yongliang Wang; Yang Dong; Yanghua Xiao (CoRR, 2021)

FedGEMS: Federated Learning of Larger Server Models via Selective Knowledge Fusion. - Sijie Cheng; Jingwen Wu; Yanghua Xiao; Yang Liu (CoRR, 2021)

A Review on Graph Neural Network Methods in Financial Applications. - Jianian Wang; Sheng Zhang 027; Yanghua Xiao; Rui Song 006 (CoRR, 2021)

LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification. - Jiangjie Chen; Qiaoben Bao; Changzhi Sun; Xinbo Zhang; Jiaze Chen; Hao Zhou 012; Yanghua Xiao; Lei Li 005 (AAAI, 2022)

Unsupervised Editing for Counterfactual Stories. - Jiangjie Chen; Chun Gan; Sijie Cheng; Hao Zhou 012; Yanghua Xiao; Lei Li 005 (AAAI, 2022)

E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning. - Jiangjie Chen; Rui Xu 026; Ziquan Fu; Wei Shi; Zhongqiao Li; Xinbo Zhang; Changzhi Sun; Lei Li 005; Yanghua Xiao; Hao Zhou 012 (ACL (Findings), 2022)

Can Pre-trained Language Models Interpret Similes as Smart as Human? - Qianyu He; Sijie Cheng; Zhixu Li; Rui Xie 005; Yanghua Xiao (ACL (1), 2022)

WikiDiverse: A Multimodal Entity Linking Dataset with Diversified Contextual Topics and Entity Types. - Xuwu Wang; Junfeng Tian; Min Gui; Zhixu Li; Rui Wang 005; Ming Yan 008; Lihan Chen; Yanghua Xiao (ACL (1), 2022)

Crossword Puzzle Resolution via Monte Carlo Tree Search. - Lihan Chen; Jingping Liu; Sihang Jiang; Chao Wang 095; Jiaqing Liang; Yanghua Xiao; Sheng Zhang 027; Rui Song 006 (ICAPS, 2022)

A Context-Enhanced Transformer with Abbr-Recover Policy for Chinese Abbreviation Prediction. - Kaiyan Cao; Deqing Yang; Jingping Liu; Jiaqing Liang; Yanghua Xiao; Feng Wei; Baohua Wu; Quan Lu (CIKM, 2022)

Can We Have Both Fish and Bear's Paw?: Improving Performance, Reliability, and both of them for Relation Extraction under Label Shift. - Yu Hong; Zhixu Li; Jianfeng Qu; Jiaqing Liang; Yi Luo; Miyu Zhang; Yanghua Xiao; Wei Wang 009 (CIKM, 2022)

A Context-Enhanced Generate-then-Evaluate Framework for Chinese Abbreviation Prediction. - Hanwen Tong; Chenhao Xie 002; Jiaqing Liang; Qianyu He; Zhiang Yue; Jingping Liu; Yanghua Xiao; Wenguang Wang (CIKM, 2022)

Different Data, Different Modalities! Reinforced Data Splitting for Effective Multimodal Information Extraction from Social Media Posts. - Bo Xu 023; Shizhou Huang; Ming Du; Hongya Wang; Hui Song; Chaofeng Sha; Yanghua Xiao (COLING, 2022)

Improving Continual Relation Extraction through Prototypical Contrastive Learning. - Chengwei Hu; Deqing Yang; Haoliang Jin; Zhen Chen; Yanghua Xiao (COLING, 2022)

Parsing Natural Language into Propositional and First-Order Logic with Dual Reinforcement Learning. - Xuantao Lu; Jingping Liu; Zhouhong Gu; Hanwen Tong; Chenhao Xie 002; Junyang Huang; Yanghua Xiao; Wenguang Wang (COLING, 2022)

Human-in-the-loop Robotic Grasping Using BERT Scene Representation. - Yaoxian Song; Penglei Sun; Pengfei Fang; Linyi Yang; Yanghua Xiao; Yue Zhang 004 (COLING, 2022)

FalCon: A Faithful Contrastive Framework for Response Generation in TableQA Systems. - Shineng Fang; Jiangjie Chen; Xinyao Shen; Yunwen Chen; Yanghua Xiao (DASFAA (3), 2022)

Modeling Uncertainty in Neural Relation Extraction. - Yu Hong; Yanghua Xiao; Wei Wang 009; Yunwen Chen (DASFAA (3), 2022)

Knowing What I Don't Know: A Generation Assisted Rejection Framework in Knowledge Base Question Answering. - Junyang Huang; Xuantao Lu; Jiaqing Liang; Qiaoben Bao; Chen Huang; Yanghua Xiao; Bang Liu; Yunwen Chen (DASFAA (3), 2022)

Visualizable or Non-visualizable? Exploring the Visualizability of Concepts in Multi-modal Knowledge Graph. - Xueyao Jiang; Ailisi Li; Jiaqing Liang; Bang Liu; Rui Xie 005; Wei Wu 014; Zhixu Li; Yanghua Xiao (DASFAA (1), 2022)

Semantic-Based Data Augmentation for Math Word Problems. - Ailisi Li; Yanghua Xiao; Jiaqing Liang; Yunwen Chen (DASFAA (3), 2022)

Utilizing Expert Knowledge and Contextual Information for Sample-Limited Causal Graph Construction. - Xuwu Wang; Xueyao Jiang; Sihang Jiang; Zhixu Li; Yanghua Xiao (DASFAA (1), 2022)

PromptMNER: Prompt-Based Entity-Related Visual Clue Extraction and Integration for Multimodal Named Entity Recognition. - Xuwu Wang; Junfeng Tian; Min Gui; Zhixu Li; Jiabo Ye; Ming Yan 008; Yanghua Xiao (DASFAA (3), 2022)

ARTIST: A Transformer-based Chinese Text-to-Image Synthesizer Digesting Linguistic and World Knowledge. - Tingting Liu; Chengyu Wang 001; Xiangru Zhu; Lei Li 043; Minghui Qiu; Jun Huang 007; Ming Gao 001; Yanghua Xiao (EMNLP (Findings), 2022)

Generative Entity Typing with Curriculum Learning. - Siyu Yuan; Deqing Yang; Jiaqing Liang; Zhixu Li; Jinxi Liu; Jingyue Huang; Yanghua Xiao (EMNLP, 2022)

Grow-and-Clip: Informative-yet-Concise Evidence Distillation for Answer Explanation. - Yuyan Chen; Yanghua Xiao; Bang Liu (ICDE, 2022)

Learning What You Need from What You Did: Product Taxonomy Expansion with User Behaviors Supervision. - Sijie Cheng; Zhouhong Gu; Bang Liu; Rui Xie 005; Wei Wu 014; Yanghua Xiao (ICDE, 2022)

CAT-MNER: Multimodal Named Entity Recognition with Knowledge-Refined Cross-Modal Attention. - Xuwu Wang; Jiabo Ye; Zhixu Li; Junfeng Tian; Yong Jiang 001; Ming Yan 008; Ji Zhang 011; Yanghua Xiao (ICME, 2022)

Factorial User Modeling with Hierarchical Graph Neural Network for Enhanced Sequential Recommendation. - Lyuxin Xue; Deqing Yang; Yanghua Xiao (ICME, 2022)

Language Models as Knowledge Embeddings. - Xintao Wang 001; Qianyu He; Jiaqing Liang; Yanghua Xiao (IJCAI, 2022)

Neighbors Are Not Strangers: Improving Non-Autoregressive Translation under Low-Frequency Lexical Constraints. - Chun Zeng; Jiangjie Chen; Tianyi Zhuang; Rui Xu 026; Hao Yang 006; Ying Qin; Shimin Tao; Yanghua Xiao (NAACL-HLT, 2022)

Contextual Information and Commonsense Based Prompt for Emotion Recognition in Conversation. - Jingjie Yi; Deqing Yang; Siyu Yuan; Kaiyan Cao; Zhiyao Zhang; Yanghua Xiao (ECML/PKDD (2), 2022)

Harvesting More Answer Spans from Paragraph beyond Annotation. - Qiaoben Bao; Jiangjie Chen; Linfang Liu; Jingping Liu; Jiaqing Liang; Yanghua Xiao (WSDM, 2022)

Diversified Query Generation Guided by Knowledge Graph. - Xinyao Shen; Jiangjie Chen; Jiaze Chen; Chun Zeng; Yanghua Xiao (WSDM, 2022)

A Sequence-to-Sequence Model for Large-scale Chinese Abbreviation Database Construction. - Chao Wang 095; Jingping Liu; Tianyi Zhuang; Jiahang Li; Juntao Liu; Yanghua Xiao; Wei Wang 009; Rui Xie 005 (WSDM, 2022)

VoCSK: Verb-oriented commonsense knowledge mining with taxonomy-guided induction. - Jingping Liu; Tao Chen 019; Chao Wang 095; Jiaqing Liang; Lihan Chen; Yanghua Xiao; Yunwen Chen; Ke Jin (Artif. Intell., 2022)

Semantic-based Data Augmentation for Math Word Problems. - Ailisi Li; Jiaqing Liang; Yanghua Xiao (CoRR, 2022)

Tackling Math Word Problems with Fine-to-Coarse Abstracting and Reasoning. - Ailisi Li; Xueyao Jiang; Bang Liu; Jiaqing Liang; Yanghua Xiao (CoRR, 2022)

Contextual Information and Commonsense Based Prompt for Emotion Recognition in Conversation. - Jingjie Yi; Deqing Yang; Siyu Yuan; Caiyan Cao; Zhiyao Zhang; Yanghua Xiao (CoRR, 2022)

Harnessing Knowledge and Reasoning for Human-Like Natural Language Generation: A Brief Review. - Jiangjie Chen; Yanghua Xiao (IEEE Data Eng. Bull., 2022)

Rule mining over knowledge graphs via reinforcement learning. - Lihan Chen; Sihang Jiang; Jingping Liu; Chao Wang 095; Sheng Zhang 027; Chenhao Xie 002; Jiaqing Liang; Yanghua Xiao; Rui Song 006 (Knowl. Based Syst., 2022)

Entity understanding with hierarchical graph learning for enhanced text classification. - Chao Wang 095; Haiyun Jiang; Tao Chen 019; Jingping Liu; Menghui Wang; Sihang Jiang; Zhixu Li; Yanghua Xiao (Knowl. Based Syst., 2022)

Neurally-Guided Semantic Navigation in Knowledge Graph. - Liang He 010; Bin Shao; Yanghua Xiao; Yatao Li; Tie-Yan Liu; Enhong Chen; Huanhuan Xia (IEEE Trans. Big Data, 2022)

Spiral of Silence and Its Application in Recommender Systems. - Chen Lin 001; Dugang Liu; Hanghang Tong; Yanghua Xiao (IEEE Trans. Knowl. Data Eng., 2022)

Generating Knowledge-Based Attentive User Representations for Sparse Interaction Recommendation. - Deqing Yang; Chenlu Shen; Baichuan Liu; Lyuxin Xue; Yanghua Xiao (IEEE Trans. Knowl. Data Eng., 2022)

A Probit Tensor Factorization Model For Relational Learning. - Ye Liu; Rui Song 006; Wenbin Lu; Yanghua Xiao (J. Comput. Graph. Stat., 2022)

Converge to the Truth: Factual Error Correction via Iterative Constrained Editing. - Jiangjie Chen; Rui Xu 026; Wenxuan Zeng; Changzhi Sun; Lei Li 005; Yanghua Xiao (AAAI, 2023)

End-to-End Entity Linking with Hierarchical Reinforcement Learning. - Lihan Chen; Tinghui Zhu; Jingping Liu; Jiaqing Liang; Yanghua Xiao (AAAI, 2023)

GANTEE: Generative Adversarial Network for Taxonomy Enterance Evaluation. - Zhouhong Gu; Sihang Jiang; Jingping Liu; Yanghua Xiao; Hongwei Feng; Zhixu Li; Jiaqing Liang; Jian Zhong (AAAI, 2023)

MAPS-KB: A Million-Scale Probabilistic Simile Knowledge Base. - Qianyu He; Xintao Wang 001; Jiaqing Liang; Yanghua Xiao (AAAI, 2023)

Competition or Cooperation? Exploring Unlabeled Data via Challenging Minimax Game for Semi-supervised Relation Extraction. - Yu Hong; Jiahang Li; Jianchuan Feng; Chenghua Huang; Zhixu Li; Jianfeng Qu; Yanghua Xiao; Wei Wang 009 (AAAI, 2023)

Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge. - Jiangjie Chen; Wei Shi; Ziquan Fu; Sijie Cheng; Lei Li 005; Yanghua Xiao (ACL (1), 2023)

HAUSER: Towards Holistic and Automatic Evaluation of Simile Generation. - Qianyu He; Yikai Zhang 004; Jiaqing Liang; Yuncheng Huang; Yanghua Xiao; Yunwen Chen (ACL (1), 2023)

Adaptive Ordered Information Extraction with Deep Reinforcement Learning. - Wenhao Huang; Jiaqing Liang; Zhixu Li; Yanghua Xiao; Chuanjun Ji (ACL (Findings), 2023)

FashionKLIP: Enhancing E-Commerce Image-Text Retrieval with Fashion Multi-Modal Conceptual Knowledge Graph. - Xiaodan Wang; Chengyu Wang 001; Lei Li 043; Zhixu Li; Ben Chen; Linbo Jin; Jun Huang 007; Yanghua Xiao; Ming Gao 001 (ACL (industry), 2023)

Distilling Script Knowledge from Large Language Models for Constrained Language Planning. - Siyu Yuan; Jiangjie Chen; Ziquan Fu; Xuyang Ge; Soham Shah; Charles Robert Jankowski; Yanghua Xiao; Deqing Yang (ACL (1), 2023)

Causality-aware Concept Extraction based on Knowledge-guided Prompting. - Siyu Yuan; Deqing Yang; Jinxi Liu; Shuyu Tian; Jiaqing Liang; Yanghua Xiao; Rui Xie 005 (ACL (1), 2023)

Hadamard Adapter: An Extreme Parameter-Efficient Adapter Tuning Method for Pre-trained Language Models. - Yuyan Chen; Qiang Fu 015; Ge Fan; Lun Du; Jian-Guang Lou; Shi Han; Dongmei Zhang 001; Zhixu Li; Yanghua Xiao (CIKM, 2023)

Hallucination Detection: Robustly Discerning Reliable Answers in Large Language Models. - Yuyan Chen; Qiang Fu 015; Yichen Yuan; Zhihao Wen; Ge Fan; Dayiheng Liu; Dongmei Zhang 001; Zhixu Li; Yanghua Xiao (CIKM, 2023)

Hierarchical Prompt Tuning for Few-Shot Multi-Task Learning. - Jingping Liu; Tao Chen 019; Zujie Liang; Haiyun Jiang; Yanghua Xiao; Feng Wei; Yuxi Qian; Zhenghong Hao; Bing Han 017 (CIKM, 2023)

AspectMMKG: A Multi-modal Knowledge Graph with Aspect-aware Entities. - Jingdan Zhang; Jiaan Wang; Xiaodan Wang; Zhixu Li; Yanghua Xiao (CIKM, 2023)

HTMapper: Bidirectional Head-Tail Mapping for Nested Named Entity Recognition. - Jin Zhao 004; Zhixu Li; Yanghua Xiao; Jiaqing Liang; Jingping Liu (CIKM, 2023)

A Unified Visual Prompt Tuning Framework with Mixture-of-Experts for Multimodal Information Extraction. - Bo Xu 023; Shizhou Huang; Ming Du; Hongya Wang; Hui Song; Yanghua Xiao; Xin Lin 001 (DASFAA (3), 2023)

Semi-supervised Learning for Fine-Grained Entity Typing with Mixed Label Smoothing and Pseudo Labeling. - Bo Xu 023; Zhengqi Zhang; Ming Du; Hongya Wang; Hui Song; Yanghua Xiao (DASFAA (3), 2023)

MAPO: Boosting Large Language Model Performance with Model-Adaptive Prompt Optimization. - Yuyan Chen; Zhihao Wen; Ge Fan; Zhengyu Chen; Wei Wu 014; Dayiheng Liu; Zhixu Li; Bang Liu; Yanghua Xiao (EMNLP (Findings), 2023)

Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction. - Siyu Yuan; Jiangjie Chen; Xuyang Ge; Yanghua Xiao; Deqing Yang (EMNLP (Findings), 2023)

Group Buying Recommendation Model Based on Multi-task Learning. - Shuoyao Zhai; Baichuan Liu; Deqing Yang; Yanghua Xiao (ICDE, 2023)

ShellGPT: Generative Pre-trained Transformer Model for Shell Language Understanding. - Jie Shi; Sihang Jiang; Bo Xu 023; Jiaqing Liang; Yanghua Xiao; Wei Wang 009 (ISSRE, 2023)

ServerRCA: Root Cause Analysis for Server Failure using Operating System Logs. - Jiahao Shi; Sihang Jiang; Bo Xu 023; Yanghua Xiao (ISSRE, 2023)

QUERT: Continual Pre-training of Language Model for Query Understanding in Travel Domain Search. - Jian Xie; Yidan Liang; Jingping Liu; Yanghua Xiao; Baohua Wu; Shenghua Ni (KDD, 2023)

M3PT: A Multi-Modal Model for POI Tagging. - Jingsong Yang; Guanzhou Han; Deqing Yang; Jingping Liu; Yanghua Xiao; Xiang Xu; Baohua Wu; Shenghua Ni (KDD, 2023)

Efficient Single-Source SimRank Query by Path Aggregation. - Mingxi Zhang 001; Yanghua Xiao; Wei Wang 009 (KDD, 2023)

Towards Visual Taxonomy Expansion. - Tinghui Zhu; Jingping Liu; Jiaqing Liang; Haiyun Jiang; Yanghua Xiao; Zongyu Wang; Rui Xie 005; Yunsen Xian (ACM Multimedia, 2023)

MA-MRC: A Multi-answer Machine Reading Comprehension Dataset. - Zhiang Yue; Jingping Liu; Cong Zhang; Chao Wang 095; Haiyun Jiang; Yue Zhang 004; Xianyang Tian; Zhedong Cen; Yanghua Xiao; Tong Ruan (SIGIR, 2023)

Can Pre-trained Language Models Understand Chinese Humor? - Yuyan Chen; Zhixu Li; Jiaqing Liang; Yanghua Xiao; Bang Liu; Yunwen Chen (WSDM, 2023)

AGREE: Aligning Cross-Modal Entities for Image-Text Retrieval Upon Vision-Language Pre-trained Models. - Xiaodan Wang; Lei Li 043; Zhixu Li; Xuwu Wang; Xiangru Zhu; Chengyu Wang 001; Jun Huang 007; Yanghua Xiao (WSDM, 2023)

What Image do You Need? A Two-stage Framework for Image Selection in E-commerce. - Sheng You; Chao Wang 095; Baohua Wu; Jingping Liu; Quan Lu; Guanzhou Han; Yanghua Xiao (WWW (Companion Volume), 2023)

BBT-Fin: Comprehensive Construction of Chinese Financial Domain Pre-trained Language Model, Corpus and Benchmark. - Dakuan Lu; Hengkui Wu; Jiaqing Liang; Yipei Xu; Qianyu He; Yipeng Geng; Mengkun Han; Yingsi Xin; Yanghua Xiao (CoRR, 2023)

Sem4SAP: Synonymous Expression Mining From Open Knowledge Graph For Language Model Synonym-Aware Pretraining. - Zhouhong Gu; Sihang Jiang; Wenhao Huang; Jiaqing Liang; Hongwei Feng; Yanghua Xiao (CoRR, 2023)

GANTEE: Generative Adversatial Network for Taxonomy Entering Evaluation. - Zhouhong Gu; Sihang Jiang; Jingping Liu; Yanghua Xiao; Hongwei Feng; Zhixu Li; Jiaqing Liang; Jian Zhong (CoRR, 2023)

Xiezhi: An Ever-Updating Benchmark for Holistic Domain Knowledge Evaluation. - Zhouhong Gu; Xiaoxuan Zhu; Haoning Ye; Lin Zhang; Jianchen Wang; Sihang Jiang; Zhuozhi Xiong; Zihan Li; Qianyu He; Rui Xu 026; Wenhao Huang; Zili Wang; et al. (CoRR, 2023)

Beyond the Obvious: Evaluating the Reasoning Ability In Real-life Scenarios of Language Models on Life Scapes Reasoning Benchmark (LSR-Benchmark). - Zhouhong Gu; Zihan Li; Lin Zhang; Zhuozhi Xiong; Sihang Jiang; Xiaoxuan Zhu; Shusen Wang; Zili Wang; Jianchen Wang; Haoning Ye; Wenhao Huang; Yikai Zhang 004; et al. (CoRR, 2023)

KnowledGPT: Enhancing Large Language Models with Retrieval and Storage Access on Knowledge Bases. - Xintao Wang 001; Qianwen Yang; Yongting Qiu; Jiaqing Liang; Qianyu He; Zhouhong Gu; Yanghua Xiao; Wei Wang 009 (CoRR, 2023)

Can Large Language Models Understand Real-World Complex Instructions? - Qianyu He; Jie Zeng 003; Wenhao Huang; Lina Chen; Jin Xiao; Qianxi He; Xunzhe Zhou; Lida Chen; Xintao Wang 001; Yuncheng Huang; Haoning Ye; Zihan Li; et al. (CoRR, 2023)

Source Prompt: Coordinated Pre-training of Language Models on Diverse Corpora from Multiple Sources. - Yipei Xu; Dakuan Lu; Jiaqing Liang; Xintao Wang 001; Yipeng Geng; Yingsi Xin; Hengkui Wu; Ken Chen; ruiji zhang; Yanghua Xiao (CoRR, 2023)

A Contrastive Compositional Benchmark for Text-to-Image Synthesis: A Study with Unified Text-to-Image Fidelity Metrics. - Xiangru Zhu; Penglei Sun; Chengyu Wang 001; Jingping Liu; Zhixu Li; Yanghua Xiao; Jun Huang 007 (CoRR, 2023)

M2ConceptBase: A Fine-grained Aligned Multi-modal Conceptual Knowledge Base. - Zhiwei Zha; Jiaan Wang; Zhixu Li; Xiangru Zhu; Wei Song 008; Yanghua Xiao (CoRR, 2023)

Towards Fine-Grained Concept Generation. - Chenguang Li; Jiaqing Liang; Yanghua Xiao; Haiyun Jiang (IEEE Trans. Knowl. Data Eng., 2023)

Prototypical Concept Representation. - Xintao Wang 001; Jiaqing Liang; Yanghua Xiao; Wei Wang 009 (IEEE Trans. Knowl. Data Eng., 2023)

Noun Compound Interpretation With Relation Classification and Paraphrasing. - Jingping Liu; Juntao Liu; Lihan Chen; Jiaqing Liang; Yanghua Xiao; Huimin Xu; Fubao Zhang; Zongyu Wang; Rui Xie 005 (IEEE Trans. Knowl. Data Eng., 2023)

Multi-task entity linking with supervision from a taxonomy. - Xuwu Wang; Lihan Chen; Wei Zhu 016; Yuan Ni; Guotong Xie; Deqing Yang; Yanghua Xiao (Knowl. Inf. Syst., 2023)

EASC: An exception-aware semantic compression framework for real-world knowledge graphs. - Sihang Jiang; Jianchuan Feng; Chao Wang 095; Jingping Liu; Zhuozhi Xiong; Chaofeng Sha; Weiguo Zheng; Jiaqing Liang; Yanghua Xiao (Knowl. Based Syst., 2023)

Learning Dual-view User Representations for Enhanced Sequential Recommendation. - Lyuxin Xue; Deqing Yang; Shuoyao Zhai; Yuxin Li; Yanghua Xiao (ACM Trans. Inf. Syst., 2023)

Sweet Apple, company? or food? Adjective-centric commonsense knowledge acquisition with taxonomy-guided induction. - Chao Wang 095; Juntao Liu; Jingping Liu; Sihang Jiang; Zhixu Li; Yanghua Xiao (Knowl. Based Syst., 2023)

Talk Funny! A Large-Scale Humor Response Dataset with Chain-of-Humor Interpretation. - Yuyan Chen; Yichen Yuan; Panjun Liu; Dayiheng Liu; Qinghao Guan; Mengfei Guo; Haiming Peng; Bang Liu; Zhixu Li; Yanghua Xiao (AAAI, 2024)

Xiezhi: An Ever-Updating Benchmark for Holistic Domain Knowledge Evaluation. - Zhouhong Gu; Xiaoxuan Zhu; Haoning Ye; Lin Zhang; Jianchen Wang; Yixin Zhu; Sihang Jiang; Zhuozhi Xiong; Zihan Li; Weijie Wu; Qianyu He; Rui Xu 026; et al. (AAAI, 2024)

Small Language Model Can Self-Correct. - Haixia Han; Jiaqing Liang; Jie Shi; Qianyu He; Yanghua Xiao (AAAI, 2024)

Can Large Language Models Understand Real-World Complex Instructions? - Qianyu He; Jie Zeng 003; Wenhao Huang; Lina Chen; Jin Xiao; Qianxi He; Xunzhe Zhou; Jiaqing Liang; Yanghua Xiao (AAAI, 2024)

Translate Meanings, Not Just Words: IdiomKB's Role in Optimizing Idiomatic Translation with Language Models. - Shuang Li; Jiangjie Chen; Siyu Yuan; Xinyi Wu; Hao Yang 006; Shimin Tao; Yanghua Xiao (AAAI, 2024)

Beyond Entities: A Large-Scale Multi-Modal Knowledge Graph with Triplet Fact Grounding. - Jingping Liu; Mingchuan Zhang; Weichen Li; Chao Wang 095; Shuang Li; Haiyun Jiang; Sihang Jiang; Yanghua Xiao; Yunwen Chen (AAAI, 2024)

Do Large Language Models have Problem-Solving Capability under Incomplete Information Scenarios? - Yuyan Chen; Yueze Li; Songzhou Yan; Sijia Liu; Jiaqing Liang; Yanghua Xiao (ACL (Findings), 2024)

HOTVCOM: Generating Buzzworthy Comments for Videos. - Yuyan Chen; Songzhou Yan; Qingpei Guo; Jiyuan Jia; Zhixu Li; Yanghua Xiao (ACL (Findings), 2024)

EmotionQueen: A Benchmark for Evaluating Empathy of Large Language Models. - Yuyan Chen; Songzhou Yan; Sijia Liu; Yueze Li; Yanghua Xiao (ACL (Findings), 2024)

Dr.Academy: A Benchmark for Evaluating Questioning Capability in Education for Large Language Models. - Yuyan Chen; Songzhou Yan; Panjun Liu; Yanghua Xiao (ACL (1), 2024)

GumbelSoft: Diversified Language Model Watermarking via the GumbelMax-trick. - Jiayi Fu; Xuandong Zhao; Ruihan Yang; Yuansen Zhang; Jiangjie Chen; Yanghua Xiao (ACL (1), 2024)

GeoAgent: To Empower LLMs using Geospatial Tools for Address Standardization. - Chenghua Huang; Shisong Chen; Zhixu Li; Jianfeng Qu; Yanghua Xiao; Jiaxin Liu; Zhigang Chen 003 (ACL (Findings), 2024)

CR-LLM: A Dataset and Optimization for Concept Reasoning of Large Language Models. - Nianqi Li; Jingping Liu; Sihang Jiang; Haiyun Jiang; Yanghua Xiao; Jiaqing Liang; Zujie Liang; Feng Wei; Jinglei Chen; Zhenghong Hao; Bing Han 017 (ACL (Findings), 2024)

InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews. - Xintao Wang 001; Yunze Xiao; Jen-tse Huang 001; Siyu Yuan; Rui Xu 026; Haoran Guo; Quan Tu; Yaying Fei; Ziang Leng; Wei Wang 009; Jiangjie Chen; Cheng Li; et al. (ACL (1), 2024)

ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base. - Siyu Yuan; Jiangjie Chen; Changzhi Sun; Jiaqing Liang; Yanghua Xiao; Deqing Yang (ACL (1), 2024)

Light Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models. - Yikai Zhang 004; Qianyu He; Xintao Wang 001; Siyu Yuan; Jiaqing Liang; Yanghua Xiao (ACL (Findings), 2024)

TimeArena: Shaping Efficient Multitasking Language Agents in a Time-Aware Simulation. - Yikai Zhang 004; Siyu Yuan; Caiyu Hu; Kyle Richardson 001; Yanghua Xiao; Jiangjie Chen (ACL (1), 2024)

Effective In-Context Learning for Named Entity Recognition. - Jin Zhao 004; Qian Guo; Jiaqing Liang; Zhixu Li; Yanghua Xiao (BIBM, 2024)

Source Prompt: Coordinated Pre-training of Language Models on Diverse Corpora from Multiple Sources. - Yipei Xu; Dakuan Lu; Jiaqing Liang; Jin Zhao 004; Xintao Wang 001; Hengkui Wu; Ken Chen; Liujiang Liu; Yingsi Xin; Xuepeng Liu; Yanghua Xiao; Zhixu Li (CIKM, 2024)

M2ConceptBase: A Fine-Grained Aligned Concept-Centric Multimodal Knowledge Base. - Zhiwei Zha; Jiaan Wang; Zhixu Li; Xiangru Zhu; Wei Song 008; Yanghua Xiao (CIKM, 2024)

Improving Recall of Large Language Models: A Model Collaboration Approach for Relational Triple Extraction. - Zepeng Ding; Wenhao Huang; Jiaqing Liang; Yanghua Xiao; Deqing Yang (LREC/COLING, 2024)

Negation Triplet Extraction with Syntactic Dependency and Semantic Consistency. - Yuchen Shi; Deqing Yang; Jingping Liu; Yanghua Xiao; Zongyu Wang; Huimin Xu (LREC/COLING, 2024)

Few-Shot Log Analysis with Prompt-Based Multi-task Transfer Learning. - Mingjie Zhou; Weidong Yang 001; Lipeng Ma; Sihang Jiang; Bo Xu 023; Yanghua Xiao (DASFAA (2), 2024)

Empowering Biomedical Named Entity Recognition through Multi-Tagger Collaboration. - Jin Zhao 004; Jian Xie; Tinghui Zhu; Qian Guo; Zhixu Li; Yanghua Xiao (ECAI, 2024)

DetectBench: Can Large Language Model Detect and Piece Together Implicit Evidence? - Zhouhong Gu; Lin Zhang; Xiaoxuan Zhu; Jiangjie Chen; Wenhao Huang; Yikai Zhang 004; Shusen Wang; Zheyu Ye; Yan Gao 017; Hongwei Feng; Yanghua Xiao (EMNLP (Findings), 2024)

From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models. - Qianyu He; Jie Zeng 003; Qianxi He; Jiaqing Liang; Yanghua Xiao (EMNLP (Findings), 2024)

AutoScraper: A Progressive Understanding Web Agent for Web Scraper Generation. - Wenhao Huang; Zhouhong Gu; Chenghao Peng; Jiaqing Liang; Zhixu Li; Yanghua Xiao; Liqian Wen; Zulong Chen (EMNLP, 2024)

Is There a One-Model-Fits-All Approach to Information Extraction? Revisiting Task Definition Biases. - Wenhao Huang; Qianyu He; Zhixu Li; Jiaqing Liang; Yanghua Xiao (EMNLP (Findings), 2024)

Capturing Minds, Not Just Words: Enhancing Role-Playing Language Models with Personality-Indicative Data. - Yiting Ran; Xintao Wang 001; Rui Xu 026; Xinfeng Yuan; Jiaqing Liang; Yanghua Xiao; Deqing Yang (EMNLP (Findings), 2024)

SEGMENT+: Long Text Processing with Short-Context Language Models. - Wei Shi; Shuang Li; Kerun Yu; Jinglei Chen; Zujie Liang; Xinhui Wu; Yuxi Qian; Feng Wei; Bo Zheng; Jiaqing Liang; Jiangjie Chen; Yanghua Xiao (EMNLP, 2024)

CONSTRUCTURE: Benchmarking CONcept STRUCTUre REasoning for Multimodal Large Language Models. - Zhiwei Zha; Xiangru Zhu; Yuanyi Xu; Chenghua Huang; Jingping Liu; Zhixu Li; Xuwu Wang; Yanghua Xiao; Bei Yang; Xiaoxiao Xu (EMNLP (Findings), 2024)

ESC-Eval: Evaluating Emotion Support Conversations in Large Language Models. - Haiquan Zhao 002; Lingyu Li; Shisong Chen; Shuqi Kong; Jiaan Wang; Kexin Huang; Tianle Gu; Yixu Wang; Jian Wang; Dandan Liang; Zhixu Li; Yan Teng 002; et al. (EMNLP, 2024)

A Novel Cascade Instruction Tuning Method for Biomedical NER. - Jin Zhao 004; Chao Liu; Jiaqing Liang; Zhixu Li; Yanghua Xiao (ICASSP, 2024)

Enhancing Quantitative Reasoning Skills of Large Language Models through Dimension Perception. - Yuncheng Huang; Qianyu He; Jiaqing Liang; Sihang Jiang; Yanghua Xiao; Yunwen Chen (ICDE, 2024)

TravelPlanner: A Benchmark for Real-World Planning with Language Agents. - Jian Xie; Kai Zhang 033; Jiangjie Chen; Tinghui Zhu; Renze Lou; Yuandong Tian; Yanghua Xiao; Yu Su 001 (ICML, 2024)

KnowLog: Knowledge Enhanced Pre-trained Language Model for Log Understanding. - Lipeng Ma; Weidong Yang 001; Bo Xu 023; Sihang Jiang; Ben Fei; Jiaqing Liang; Mingjie Zhou; Yanghua Xiao (ICSE, 2024)

XMeCap: Meme Caption Generation with Sub-Image Adaptability. - Yuyan Chen; Songzhou Yan; Zhihong Zhu; Zhixu Li; Yanghua Xiao (ACM Multimedia, 2024)

Reason from Fallacy: Enhancing Large Language Models' Logical Reasoning through Logical Fallacy Understanding. - Yanda Li; Dixuan Wang; Jiaqing Liang; Guochao Jiang; Qianyu He; Yanghua Xiao; Deqing Yang (NAACL-HLT (Findings), 2024)

Faster Local Solvers for Graph Diffusion Equations. - Jiahe Bai; Baojian Zhou; Deqing Yang; Yanghua Xiao (NeurIPS, 2024)

Iterative Methods via Locally Evolving Set Process. - Baojian Zhou; Yifan Sun; Reza Babanezhad Harikandeh; Xingzhi Guo; Deqing Yang; Yanghua Xiao (NeurIPS, 2024)

Exploiting Duality in Open Information Extraction with Predicate Prompt. - Zhen Chen; Jingping Liu; Deqing Yang; Yanghua Xiao; Huimin Xu; Zongyu Wang; Rui Xie 005; Yunsen Xian (WSDM, 2024)

TemporalMed: Advancing Medical Dialogues with Time-Aware Responses in Large Language Models. - Yuyan Chen; Jin Zhao 004; Zhihao Wen; Zhixu Li; Yanghua Xiao (WSDM, 2024)

A crossword solving system based on Monte Carlo tree search. - Jingping Liu; Lihan Chen; Sihang Jiang; Chao Wang 095; Sheng Zhang 027; Jiaqing Liang; Yanghua Xiao; Rui Song 006 (Artif. Intell., 2024)

TDASD: Generating medically significant fine-grained lung adenocarcinoma nodule CT images based on stable diffusion models with limited sample size. - Yidan Xu; Jiaqing Liang; Yaoyao Zhuo; Lei Liu; Yanghua Xiao; Lingxiao Zhou (Comput. Methods Programs Biomed., 2024)

ConcEPT: Concept-Enhanced Pre-Training for Language Models. - Xintao Wang 001; Zhouhong Gu; Jiaqing Liang; Dakuan Lu; Yanghua Xiao; Wei Wang 009 (CoRR, 2024)

OVEL: Large Language Model as Memory Manager for Online Video Entity Linking. - Haiquan Zhao 002; Xuwu Wang; Shisong Chen; Zhixu Li; Xin Zheng; Yanghua Xiao (CoRR, 2024)

The Missing Piece in Model Editing: A Deep Dive into the Hidden Damage Brought By Model Editing. - Jianchen Wang; Zhouhong Gu; Zhuozhi Xiong; Hongwei Feng; Yanghua Xiao (CoRR, 2024)

Laying the Foundation First? Investigating the Generalization from Atomic Skills to Complex Reasoning Tasks. - Yuncheng Huang; Qianyu He; Yipei Xu; Jiaqing Liang; Yanghua Xiao (CoRR, 2024)

Agent Group Chat: An Interactive Group Chat Simulacra For Better Eliciting Collective Emergent Behavior. - Zhouhong Gu; Xiaoxuan Zhu; Haoran Guo; Lin Zhang; Yin Cai; Hao Shen; Jiangjie Chen; Zheyu Ye; Yifei Dai; Yan Gao 017; Yao Hu 002; Hongwei Feng; et al. (CoRR, 2024)

How Easily do Irrelevant Inputs Skew the Responses of Large Language Models? - Siye Wu; Jian Xie; Jiangjie Chen; Tinghui Zhu; Kai Zhang 033; Yanghua Xiao (CoRR, 2024)

SurveyAgent: A Conversational System for Personalized and Efficient Research Survey. - Xintao Wang 001; Jiangjie Chen; Nianqi Li; Lida Chen; Xinfeng Yuan; Wei Shi; Xuyang Ge; Rui Xu 026; Yanghua Xiao (CoRR, 2024)

Large Language Model Can Continue Evolving From Mistakes. - Haokun Zhao; Haixia Han; Jie Shi; Chengyu Du; Jiaqing Liang; Yanghua Xiao (CoRR, 2024)

Enhancing Confidence Expression in Large Language Models Through Learning from Past Experience. - Haixia Han; Tingyun Li; Shisong Chen; Jie Shi; Chengyu Du; Yanghua Xiao; Jiaqing Liang; Xin Lin 001 (CoRR, 2024)

Character is Destiny: Can Large Language Models Simulate Persona-Driven Decisions in Role-Playing? - Rui Xu 026; Xintao Wang 001; Jiangjie Chen; Siyu Yuan; Xinfeng Yuan; Jiaqing Liang; Zulong Chen; Xiaoqing Dong; Yanghua Xiao (CoRR, 2024)

AutoCrawler: A Progressive Understanding Web Agent for Web Crawler Generation. - Wenhao Huang; Chenghao Peng; Zhixu Li; Jiaqing Liang; Yanghua Xiao; Liqian Wen; Zulong Chen (CoRR, 2024)

SED: Self-Evaluation Decoding Enhances Large Language Models for Better Generation. - Ziqin Luo; Haixia Han; Haokun Zhao; Guochao Jiang; Chengyu Du; Tingyun Li; Jiaqing Liang; Deqing Yang; Yanghua Xiao (CoRR, 2024)

StrucText-Eval: An Autogenerated Benchmark for Evaluating Large Language Model's Ability in Structure-Rich Text Understanding. - Zhouhong Gu; Haoning Ye; Zeyang Zhou; Hongwei Feng; Yanghua Xiao (CoRR, 2024)

Teaching Large Language Models to Express Knowledge Boundary from Their Own Signals. - Lida Chen; Zujie Liang; Xintao Wang 001; Jiaqing Liang; Yanghua Xiao; Feng Wei; Jinglei Chen; Zhenghong Hao; Bing Han 017; Wei Wang 009 (CoRR, 2024)

Adaptive Reinforcement Learning Planning: Harnessing Large Language Models for Complex Information Extraction. - Zepeng Ding; Ruiyang Ke; Wenhao Huang; Guochao Jiang; Yanda Li; Deqing Yang; Yanghua Xiao; Jiaqing Liang (CoRR, 2024)

ESC-Eval: Evaluating Emotion Support Conversations in Large Language Models. - Haiquan Zhao 002; Lingyu Li; Shisong Chen; Shuqi Kong; Jiaan Wang; Kexin Huang; Tianle Gu; Yixu Wang; Dandan Liang; Zhixu Li; Yan Teng 002; Yanghua Xiao; et al. (CoRR, 2024)

Chain-of-Knowledge: Integrating Knowledge Reasoning into Large Language Models by Learning from Knowledge Graphs. - Yifei Zhang; Xintao Wang 001; Jiaqing Liang; Sirui Xia; Lida Chen; Yanghua Xiao (CoRR, 2024)

VCEval: Rethinking What is a Good Educational Video and How to Automatically Evaluate It. - Xiaoxuan Zhu; Zhouhong Gu; Sihang Jiang; Zhixu Li; Hongwei Feng; Yanghua Xiao (CoRR, 2024)

Dr.Academy: A Benchmark for Evaluating Questioning Capability in Education for Large Language Models. - Yuyan Chen; Chenwei Wu 006; Songzhou Yan; Panjun Liu; Haoyu Zhou; Yanghua Xiao (CoRR, 2024)

LLM-GAN: Construct Generative Adversarial Network Through Large Language Models For Explainable Fake News Detection. - Yifeng Wang; Zhouhong Gu; Siwei Zhang; Suhang Zheng; Tao Wang; Tianyu Li; Hongwei Feng; Yanghua Xiao (CoRR, 2024)

LUK: Empowering Log Understanding with Expert Knowledge from Large Language Models. - Lipeng Ma; Weidong Yang 001; Sihang Jiang; Ben Fei; Mingjie Zhou; Shuhao Li 001; Bo Xu 023; Yanghua Xiao (CoRR, 2024)

TravelAgent: An AI Assistant for Personalized Travel Planning. - Aili Chen; Xuyang Ge; Ziquan Fu; Yanghua Xiao; Jiangjie Chen (CoRR, 2024)

Recent Advancement of Emotion Cognition in Large Language Models. - Yuyan Chen; Yanghua Xiao (CoRR, 2024)

EmotionQueen: A Benchmark for Evaluating Empathy of Large Language Models. - Yuyan Chen; Hao Wang 220; Songzhou Yan; Sijia Liu; Yueze Li; Yi Zhao; Yanghua Xiao (CoRR, 2024)

Do Large Language Models have Problem-Solving Capability under Incomplete Information Scenarios? - Yuyan Chen; Tianhao Yu; Yueze Li; Songzhou Yan; Sijia Liu; Jiaqing Liang; Yanghua Xiao (CoRR, 2024)

HOTVCOM: Generating Buzzworthy Comments for Videos. - Yuyan Chen; Yiwen Qian; Songzhou Yan; Jiyuan Jia; Zhixu Li; Yanghua Xiao; Xiaobo Li; Ming Yang 007; Qingpei Guo (CoRR, 2024)

QUILL: Quotation Generation Enhancement of Large Language Models. - Jin Xiao; Bowei Zhang; Qianyu He; Jiaqing Liang; Feng Wei; Jinglei Chen; Zujie Liang; Deqing Yang; Yanghua Xiao (CoRR, 2024)

Fast and Robust Contextual Node Representation Learning over Dynamic Graphs. - Xingzhi Guo; Silong Wang; Baojian Zhou; Yanghua Xiao; Steven Skiena (CoRR, 2024)

MultiLingPoT: Enhancing Mathematical Reasoning with Multilingual Program Fine-tuning. - Nianqi Li; Zujie Liang; Siyu Yuan; Jiaqing Liang; Feng Wei; Yanghua Xiao (CoRR, 2024)

From Persona to Personalization: A Survey on Role-Playing Language Agents. - Jiangjie Chen; Xintao Wang 001; Rui Xu 026; Siyu Yuan; Yikai Zhang 004; Wei Shi; Jian Xie; Shuang Li; Ruihan Yang; Tinghui Zhu; Aili Chen; Nianqi Li; et al. (Trans. Mach. Learn. Res., 2024)

Multi-Modal Knowledge Graph Construction and Application: A Survey. - Xiangru Zhu; Zhixu Li; Xiaodan Wang; Xueyao Jiang; Penglei Sun; Xuwu Wang; Yanghua Xiao; Nicholas Jing Yuan (IEEE Trans. Knowl. Data Eng., 2024)

XMQAs: Constructing Complex-Modified Question-Answering Dataset for Robust Question Understanding. - Yuyan Chen; Yanghua Xiao; Zhixu Li; Bang Liu (IEEE Trans. Knowl. Data Eng., 2024)

Exploiting Duality in Aspect Sentiment Triplet Extraction With Sequential Prompting. - Jingping Liu; Tao Chen 019; Hao Guo; Chao Wang 095; Haiyun Jiang; Yanghua Xiao; Xiang Xu; Baohua Wu (IEEE Trans. Knowl. Data Eng., 2024)

Scene-Driven Multimodal Knowledge Graph Construction for Embodied AI. - Yaoxian Song; Penglei Sun; Haoyu Liu; Zhixu Li; Wei Song 008; Yanghua Xiao; Xiaofang Zhou 001 (IEEE Trans. Knowl. Data Eng., 2024)

Attributive Reasoning for Hallucination Diagnosis of Large Language Models. - Yuyan Chen; Zehao Li; Shuangjie You; Zhengyu Chen; Jingwen Chang; Yi Zhang; Weinan Dai; Qingpei Guo; Yanghua Xiao (AAAI, 2025)

DEEPER Insight into Your User: Directed Persona Refinement for Dynamic Persona Modeling. - Aili Chen; Chengyu Du; Jiangjie Chen; Jinghan Xu; Yikai Zhang 004; Siyu Yuan; Zulong Chen; Liangyue Li; Yanghua Xiao (ACL (1), 2025)

GAPO: Learning Preferential Prompt through Generative Adversarial Policy Optimization. - Zhouhong Gu; Xingzhou Chen; Xiaoran Shi; Tao Wang; Suhang Zheng; Tianyu Li; Hongwei Feng; Yanghua Xiao (ACL (1), 2025)

StrucText-Eval: Evaluating Large Language Model's Reasoning Ability in Structure-Rich Text. - Zhouhong Gu; Haoning Ye; Xingzhou Chen; Zeyang Zhou; Hongwei Feng; Yanghua Xiao (ACL (1), 2025)

Past Meets Present: Creating Historical Analogy with Large Language Models. - Nianqi Li; Siyu Yuan; Jiangjie Chen; Jiaqing Liang; Feng Wei; Zujie Liang; Deqing Yang; Yanghua Xiao (ACL (1), 2025)

BOOKWORLD: From Novels to Interactive Agent Societies for Story Creation. - Yiting Ran; Xintao Wang 001; Tian Qiu; Jiaqing Liang; Yanghua Xiao; Deqing Yang (ACL (1), 2025)

Step-by-Step Mastery: Enhancing Soft Constraint Following Ability of Large Language Models. - Qingyu Ren; Jie Zeng 003; Qianyu He; Jiaqing Liang; Yanghua Xiao; Weikang Zhou; Zeye Sun; Fei Yu (ACL (Findings), 2025)

Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint Queries. - Ganlin Xu; Zhoujia Zhang; Wangyi Mei; Jiaqing Liang; Weijia Lu; Xiaodong Zhang; Zhifei Yang; Xiaofeng Ma; Yanghua Xiao; Deqing Yang (ACL (Findings), 2025)

Order Matters: Investigate the Position Bias in Multi-constraint Instruction Following. - Jie Zeng 003; Qianyu He; Qingyu Ren; Jiaqing Liang; Weikang Zhou; Zeye Sun; Fei Yu; Yanghua Xiao (ACL (Findings), 2025)

CDS: Data Synthesis Method Guided by Cognitive Diagnosis Theory. - Haokun Zhao; Jinyi Han; Jiaqing Liang; Yanghua Xiao; Xiaojun Meng; Jiansheng Wei (ACL (Findings), 2025)

Gen-SQL: Efficient Text-to-SQL By Bridging Natural Language Question And Database Schema With Pseudo-Schema. - Jie Shi; Bo Xu 023; Jiaqing Liang; Yanghua Xiao; Jia Chen; Chenhao Xie 002; Peng Wang 027; Wei Wang 009 (COLING, 2025)

Enhancing Multimodal Named Entity Recognition through Adaptive Mixup Image Augmentation. - Bo Xu 023; Haiqi Jiang 004; Jie Wei; Hongyu Jing; Ming Du; Hui Song; Hongya Wang; Yanghua Xiao (COLING, 2025)

Boosting Text-to-SQL through Multi-grained Error Identification. - Bo Xu 023; Shufei Li; Hongyu Jing; Ming Du; Hui Song; Hongya Wang; Yanghua Xiao (COLING, 2025)

OVEL: Online Video Entity Linking. - Haiquan Zhao 002; Xuwu Wang; Shisong Chen; Zhixu Li; Xin Zheng; Yanghua Xiao (COLING, 2025)

LLM-GAN: Constructing Generative Adversarial Network Through Large Language Models for Explainable Fake News Detection. - Yifeng Wang; Zhouhong Gu; Siwei Zhang; Suhang Zheng; Tao Wang; Tianyu Li; Hongwei Feng; Yanghua Xiao (ICASSP, 2025)

The Missing Piece in Model Editing: A Deep Dive into the Hidden Damage Brought By Model Editing. - Jianchen Wang; Zhouhong Gu; Xiaoxuan Zhu; Lin Zhang; Haoning Ye; Zhuozhi Xiong; Sihang Jiang; Hongwei Feng; Yanghua Xiao (ICASSP, 2025)

LogSI: A Benchmark for System-Incremental Log Analysis. - Mingjie Zhou; Weidong Yang 001; Lipeng Ma; Sihang Jiang; Bo Xu 023; Yanghua Xiao (ICASSP, 2025)

Hierarchical Prompt Tuning for System-Incremental Log Analysis. - Mingjie Zhou; Weidong Yang 001; Lipeng Ma; Sihang Jiang; Bo Xu 023; Yanghua Xiao (ICASSP, 2025)

Think Thrice Before You Act: Progressive Thought Refinement in Large Language Models. - Chengyu Du; Jinyi Han; Yizhou Ying; Aili Chen; Qianyu He; Haokun Zhao; Haoran Guo; Sirui Xia; Jiaqing Liang; Zulong Chen; Liangyue Li; Yanghua Xiao (ICLR, 2025)

Evaluating Semantic Variation in Text-to-Image Synthesis: A Causal Perspective. - Xiangru Zhu; Penglei Sun; Yaoxian Song; Yanghua Xiao; Zhixu Li; Chengyu Wang 001; Jun Huang 007; Bei Yang; Xiaoxiao Xu (ICLR, 2025)

Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation. - Sirui Xia; Xintao Wang 001; Jiaqing Liang; Yifei Zhang; Weikang Zhou; Jiaji Deng; Fei Yu; Yanghua Xiao (NAACL (Findings), 2025)

Revealing the Barriers of Language Agents in Planning. - Jian Xie; Kexun Zhang; Jiangjie Chen; Siyu Yuan; Kai Zhang 033; Yikai Zhang 004; Lei Li 005; Yanghua Xiao (NAACL (Long Papers), 2025)

SELFGOAL: Your Language Agents Already Know How to Achieve High-level Goals. - Ruihan Yang; Jiangjie Chen; Yikai Zhang 004; Siyu Yuan; Aili Chen; Kyle Richardson 001; Yanghua Xiao; Deqing Yang (NAACL (Long Papers), 2025)

CDS: Data Synthesis Method Guided by Cognitive Diagnosis Theory. - Haokun Zhao; Jinyi Han; Jiaqing Liang; Yanghua Xiao (CoRR, 2025)

AdaptiveLog: An Adaptive Log Analysis Framework with the Collaboration of Large and Small Language Model. - Lipeng Ma; Weidong Yang 001; Yixuan Li; Ben Fei; Mingjie Zhou; Shuhao Li 001; Sihang Jiang; Bo Xu 023; Yanghua Xiao (CoRR, 2025)

CoSER: Coordinating LLM-Based Persona Simulation of Established Roles. - Xintao Wang 001; Heng Wang; Yifei Zhang; Xinfeng Yuan; Rui Xu 026; Jen-tse Huang 001; Siyu Yuan; Haoran Guo; Jiangjie Chen; Wei Wang 009; Yanghua Xiao; Shuchang Zhou 003 (CoRR, 2025)

Reward Shaping to Mitigate Reward Hacking in RLHF. - Jiayi Fu; Xuandong Zhao; Chengyuan Yao; Heng Wang; Qi Han; Yanghua Xiao (CoRR, 2025)

Order Doesn't Matter, But Reasoning Does: Training LLMs with Order-Centric Augmentation. - Qianxi He; Qianyu He; Jiaqing Liang; Yanghua Xiao; Weikang Zhou; Zeye Sun; Fei Yu (CoRR, 2025)

MCiteBench: A Benchmark for Multimodal Citation Text Generation in MLLMs. - Caiyu Hu; Yikai Zhang 004; Tinghui Zhu; Yiwei Ye; Yanghua Xiao (CoRR, 2025)

PowerAttention: Exponentially Scaling of Receptive Fields for Effective Sparse Attention. - Lida Chen; Dong Xu; Chenxin An; Xintao Wang 001; Yikai Zhang 004; Jiangjie Chen; Zujie Liang; Feng Wei; Jiaqing Liang; Yanghua Xiao; Wei Wang 009 (CoRR, 2025)

ToReMi: Topic-Aware Data Reweighting for Dynamic Pre-Training Data Selection. - Xiaoxuan Zhu; Zhouhong Gu; Baiqian Wu; Suhang Zheng; Tao Wang; Tianyu Li; Hongwei Feng; Yanghua Xiao (CoRR, 2025)

RECKON: Large-scale Reference-based Efficient Knowledge Evaluation for Large Language Model. - Lin Zhang; Zhouhong Gu; Xiaoran Shi; Hongwei Feng; Yanghua Xiao (CoRR, 2025)

LITE: LLM-Impelled efficient Taxonomy Evaluation. - Lin Zhang; Zhouhong Gu; Suhang Zheng; Tao Wang; Tianyu Li; Hongwei Feng; Yanghua Xiao (CoRR, 2025)

BookWorld: From Novels to Interactive Agent Societies for Creative Story Generation. - Yiting Ran; Xintao Wang 001; Tian Qiu; Jiaqing Liang; Yanghua Xiao; Deqing Yang (CoRR, 2025)

ARM: Adaptive Reasoning Model. - Siye Wu; Jian Xie; Yikai Zhang 004; Aili Chen; Kai Zhang 033; Yu Su 001; Yanghua Xiao (CoRR, 2025)

Can LLMs Learn to Map the World from Local Descriptions? - Sirui Xia; Aili Chen; Xintao Wang 001; Tinghui Zhu; Yikai Zhang 004; Jiangjie Chen; Yanghua Xiao (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)

ARIA: Training Language Agents with Intention-Driven Reward Aggregation. - Ruihan Yang; Yikai Zhang 004; Aili Chen; Xintao Wang 001; Siyu Yuan; Jiangjie Chen; Deqing Yang; Yanghua Xiao (CoRR, 2025)

AgentGroupChat-V2: Divide-and-Conquer Is What LLM-Based Multi-Agent System Need. - Zhouhong Gu; Xiaoxuan Zhu; Yin Cai; Hao Shen; Xingzhou Chen; Qingyi Wang; Jialin Li; Xiaoran Shi; Haoran Guo; Wenxuan Huang 001; Hongwei Feng; Yanghua Xiao; et al. (CoRR, 2025)

Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following. - Qingyu Ren; Qianyu He; Bowei Zhang; Jie Zeng 003; Jiaqing Liang; Yanghua Xiao; Weikang Zhou; Zeye Sun; Fei Yu (CoRR, 2025)

From Text to Trajectories: GPT-2 as an ODE Solver via In-Context. - Ziyang Ma; Baojian Zhou; Deqing Yang; Yanghua Xiao (CoRR, 2025)

Mind the Generation Process: Fine-Grained Confidence Estimation During LLM Generation. - Jinyi Han; Tingyun Li; Shisong Chen; Jie Shi; Xinyi Wang; Guanglei Yue; Jiaqing Liang; Xin Lin 001; Liqian Wen; Zulong Chen; Yanghua Xiao (CoRR, 2025)

A Stitch in Time Saves Nine: Proactive Self-Refinement for Language Models. - Jinyi Han; Xinyi Wang; Haiquan Zhao 002; Tingyun li; Zishang Jiang; Sihang Jiang; Jiaqing Liang; Xin Lin 001; Weikang Zhou; Zeye Sun; Fei Yu; Yanghua Xiao (CoRR, 2025)