Early Experience of Remote and Hot Service Deployment with Trustworthiness in CROWN Grid. - Hailong Sun 001; Yanmin Zhu 006; Chunming Hu; Jinpeng Huai; Yunhao Liu 001; Jianxin Li 002 (APPT, 2005)

Towards Security Analysis to Binding Update Protocol in Mobile IPv6 with Formal Method. - Jianxin Li 002; Jinpeng Huai; Qin Li 014; Xianxian Li (MSN, 2005)

TOWER: Practical Trust Negotiation Framework for Grids. - Jianxin Li 002; Jinpeng Huai; Jie Xu 007; Yanmin Zhu 006; Wei Xue (e-Science, 2006)

CROWN-ST: A Security and Trustworthiness Architecture for CROWN. - Qin Li 014; Jianxin Li 002; Jinpeng Huai; Xingang Liu; Chunming Hu (e-Science, 2006)

CROWN: A service grid middleware with trust management mechanism. - Jinpeng Huai; Chunming Hu; Jianxin Li 002; Hailong Sun 001; Tianyu Wo (Sci. China Ser. F Inf. Sci., 2006)

PEACE-VO: A Secure Policy-Enabled Collaboration Framework for Virtual Organizations. - Jianxin Li 002; Jinpeng Huai; Chunming Hu (SRDS, 2007)

ROST: Remote and hot service deployment with trustworthiness in CROWN Grid. - Jinpeng Huai; Hailong Sun 001; Chunming Hu; Yanmin Zhu 006; Yunhao Liu 001; Jianxin Li 002 (Future Gener. Comput. Syst., 2007)

HyperMIP: Hypervisor Controlled Mobile IP for Virtual Machine Live Migration across Networks. - Qin Li 014; Jinpeng Huai; Jianxin Li 002; Tianyu Wo; Minxiong Wen (HASE, 2008)

CROWN: A Service-Oriented Grid Middleware System: Experience and Applications. - Jinpeng Huai; Chunming Hu; Tianyu Wo; Jianxin Li 002 (ISORC, 2008)

Web Service-Based Business Process Development, Threat Modeling and Security Assessment Tool. - Jianxin Li 002; Teodor Sommestad; Patrick C. K. Hung; Xiang Li (SERVICES II, 2008)

CROWN-C: A High-Assurance Service-Oriented Grid Middleware System. - Paul Townend; Jinpeng Huai; Jie Xu 007; Nik Looker; Dacheng Zhang; Jianxin Li 002; Liang Zhong (Computer, 2008)

EnaCloud: An Energy-Saving Application Live Placement Approach for Cloud Computing Environments. - Bo Li 005; Jianxin Li 002; Jinpeng Huai; Tianyu Wo; Qin Li 014; Liang Zhong (IEEE CLOUD, 2009)

Cryptanalysis of a mutual authentication scheme based on nonce and smart cards. - Da-Zhi Sun; Jin-Peng Huai; Jizhou Sun; Jianxin Li 002 (Comput. Commun., 2009)

A negotiation-based trust establishment service for CROWN grid. - Jianxin Li 002; Jinpeng Huai; Li Lin 008 (Int. J. Auton. Adapt. Commun. Syst., 2009)

Context-aware trust negotiation in peer-to-peer service collaborations. - Jianxin Li 002; Dacheng Zhang; Jinpeng Huai; Jie Xu 007 (Peer-to-Peer Netw. Appl., 2009)

Improvements of Juang 's Password-Authenticated Key Agreement Scheme Using Smart Cards. - Da-Zhi Sun; Jin-Peng Huai; Jizhou Sun; Jianxin Li 002; Jiawan Zhang; Zhiyong Feng 002 (IEEE Trans. Ind. Electron., 2009)

HiTrust: A Hybrid Tree Based Trust Negotiation Service. - Jianxin Li 002; Bo Li 005; Linlin Meng; Dazhi Sun (AINA Workshops, 2010)

A Virtualization-Based SaaS Enabling Architecture for Cloud Computing. - Liang Zhong; Tianyu Wo; Jianxin Li 002; Bo Li 005 (ICAS, 2010)

Resilient Virtual Network Service Provision in Network Virtualization Environments. - Yang Chen; Jianxin Li 002; Tianyu Wo; Chunming Hu; Wantao Liu (ICPADS, 2010)

A VMM-Based System Call Interposition Framework for Program Monitoring. - Bo Li 005; Jianxin Li 002; Tianyu Wo; Chunming Hu; Liang Zhong (ICPADS, 2010)

A Fuzzy-Based Dynamic Provision Approach for Virtualized Network Intrusion Detection Systems. - Bo Li 005; Jianxin Li 002; Tianyu Wo; Xudong Wu; Junaid Arshad; Wantao Liu (AST/UCMA/ISA/ACN, 2010)

CloudVO: Building a Secure Virtual Organization for Multiple Clouds Collaboration. - Jianxin Li 002; Bo Li 005; Zongxia Du; Linlin Meng (SNPD, 2010)

PASCAL: A Protocol-Based Approach for Service Composition and Dependable Optimization. - Huipeng Guo; Xudong Liu 001; Zongxia Du; Jianxin Li 002; Mu Li 004 (SOSE, 2010)

A secure collaboration service for dynamic virtual organizations. - Jianxin Li 002; Jinpeng Huai; Chunming Hu; Yanmin Zhu 006 (Inf. Sci., 2010)

WSRank: A Collaborative Ranking Approach for Web Service Selection. - Linlin Meng; Jianxin Li 002; Hailong Sun 001 (CIT, 2011)

SCENETester: A Testing Framework to Support Fault Diagnosis for Web Service Composition. - Zekun Zhu; Jianxin Li 002; Yongwang Zhao; Zhuqing Li (CIT, 2011)

Soft-Union: An Overlay Based Efficient Software P2P Distribution Scheme. - Liang Zhong; Chunming Hu; Tianyu Wo; Jianxin Li 002; Weiji Zeng (IEEE CLOUD, 2011)

Muse: a multimedia streaming enabled remote interactivity system for mobile devices. - Weiren Yu; Jianxin Li 002; Chunming Hu; Liang Zhong (MUM, 2011)

Building high-speed roads: Improving performance of SOAP processing for cloud services. - Huang Liu; Xudong Liu 001; Jianxin Li 002; Yongwang Zhao; Zhuqing Li (SOSE, 2011)

Evaluation of server virtualization technologies for Green IT. - Lu Liu 001; Osama Masfary; Jianxin Li 002 (SOSE, 2011)

Performance Measurements in iVIC Virtual Machine Clones. - James Hardy; Lu Liu 001; Nik Bessis; Lei Cui 003; Jianxin Li 002 (AINA Workshops, 2012)

Software Aging in Virtualized Environments: Detection and Prediction. - Lei Cui 003; Bo Li 005; Jianxin Li 002; James Hardy; Lu Liu 001 (ICPADS, 2012)

iROW: An Efficient Live Snapshot System for Virtual Machine Disk. - Jianxin Li 002; Hanqing Liu; Lei Cui 003; Bo Li 005; Tianyu Wo (ICPADS, 2012)

Assessment and Evaluation of Internet-Based Virtual Computing Infrastructure. - James Hardy; Lu Liu 001; Nick Antonopoulos; Weining Liu; Lei Cui 003; Jianxin Li 002 (ISORC, 2012)

NeTrOS: A Virtual Computing Environment towards Instant Service of Network Software. - Tianyu Wo; Chunming Hu; Jianxin Li 002; Jinpeng Huai (SKG, 2012)

Adaptive Service Discovery on Service-Oriented and Spontaneous Sensor Systems. - Lu Liu 001; Jie Xu 007; Nick Antonopoulos; Jianxin Li 002; Kaigui Wu (Ad Hoc Sens. Wirel. Networks, 2012)

CyberGuarder: A virtualization security assurance architecture for green cloud computing. - Jianxin Li 002; Bo Li 005; Tianyu Wo; Chunming Hu; Jinpeng Huai; Lu Liu 001; K. P. Lam (Future Gener. Comput. Syst., 2012)

A note on asynchronous multi-exponentiation algorithm using binary representation. - Da-Zhi Sun; Jin-Peng Huai; Jianxin Li 002 (Inf. Process. Lett., 2012)

Faceted Search in Business Intelligence on the Cloud. - Hussain Al-Aqrabi; Lu Liu 001; Richard Hill; Lei Cui 003; Jianxin Li 002 (GreenCom/iThings/CPScom, 2013)

vMON: An Efficient Out-of-VM Process Monitor for Virtual Machines. - Nan Li; Bo Li 005; Jianxin Li 002; Tianyu Wo; Jinpeng Huai (HPCC/EUC, 2013)

LoRe: Supporting Non-deterministic Events Logging and Replay for KVM Virtual Machines. - Jianxin Li 002; Shouyu Si; Bo Li 005; Lei Cui 003; Jingsheng Zheng (HPCC/EUC, 2013)

HotSnap: A Hot Distributed Snapshot System For Virtual Machine Cluster. - Lei Cui 003; Bo Li 005; Yangyang Zhang 001; Jianxin Li 002 (LISA, 2013)

iScreen: A Merged Screen of Local System with Remote Applications in a Mobile Cloud Environment. - Jianxin Li 002; Qi Song; Weiren Yu; Chunming Hu; Jian Kang (SOSE, 2013)

VMScatter: migrate virtual machines to many hosts. - Lei Cui 003; Jianxin Li 002; Bo Li 005; Jinpeng Huai; Chunming Hu; Tianyu Wo; Hussain Al-Aqrabi; Lu Liu 001 (VEE, 2013)

CyberLiveApp: A secure sharing and migration approach for live virtual desktop applications in a cloud environment. - Jianxin Li 002; Yu Jia; Lu Liu 001; Tianyu Wo (Future Gener. Comput. Syst., 2013)

On the security and improvement of a two-factor user authentication scheme in wireless sensor networks. - Da-Zhi Sun; Jianxin Li 002; Zhiyong Feng 002; Zhen-Fu Cao; Guangquan Xu (Pers. Ubiquitous Comput., 2013)

HiTrust: building cross-organizational trust relationship based on a hybrid negotiation tree. - Jianxin Li 002; Xudong Liu 001; Lu Liu 001; Dazhi Sun; Bo Li 005 (Telecommun. Syst., 2013)

SyncSnap: Synchronized Live Memory Snapshots of Virtual Machine Networks. - Bin Shi; Bo Li 005; Lei Cui 003; Jieyu Zhao; Jianxin Li 002 (HPCC/CSS/ICESS, 2014)

ConSnap: Taking continuous snapshots for running state protection of virtual machines. - Jianxin Li 002; Jingsheng Zheng; Lei Cui 003; Renyu Yang (ICPADS, 2014)

HotRestore: A Fast Restore System for Virtual Machine Cluster. - Lei Cui 003; Jianxin Li 002; Tianyu Wo; Bo Li 005; Renyu Yang; Yinglie Cao; Jinpeng Huai (LISA, 2014)

Online Bursty Event Detection from Microblog. - Jianxin Li 002; Zhenying Tai; Richong Zhang; Weiren Yu; Lu Liu 001 (UCC, 2014)

Opinion Mining and Sentiment Analysis in Social Networks: A Retweeting Structure-Aware Approach. - Lu Lin 001; Jianxin Li 002; Richong Zhang; Weiren Yu; Chenggen Sun (UCC, 2014)

NSLPA: A Node Similarity Based Label Propagation Algorithm for Real-Time Community Detection. - Qi Song; Bo Li 005; Weiren Yu; Jianxin Li 002; Bin Shi (UCC, 2014)

Shutter: Preventing Information Leakage Based on Domain Gateway for Social Networks. - Tao Wu; Jianxin Li 002; Nannan Wu; Tao Ou; Borui Yang; Bo Li 005 (UIC/ATC/ScalCom, 2014)

Virtual vignettes: the acquisition, analysis, and presentation of social network data. - Chris Howden; Lu Liu 001; Zhiyuan Li 002; Jianxin Li 002; Nick Antonopoulos (Sci. China Inf. Sci., 2014)

Distance Landmarks Revisited for Road Graphs. - Shuai Ma 001; Kaiyu Feng; Haixun Wang; Jianxin Li 002; Jinpeng Huai (CoRR, 2014)

ShutterRoller: Preserving Social Network Privacy towards High-Speed Domain Gateway. - Borui Yang; Jianxin Li 002; Lu Liu 001; Yingjie Cao; Hua Wei 001; Peiyuan Sun; Nannan Wu; Bo Li 005 (CIT/IUCC/DASC/PICom, 2015)

A Novel Anomaly Detection Approach for Mitigating Web-Based Attacks Against Clouds. - Simin Zhang; Bo Li 005; Jianxin Li 002; Mingming Zhang; Yang Chen (CSCloud, 2015)

LiveIndex: A Distributed Online Index System for Temporal Microblog Data. - Haifei Huang; Jianxin Li 002; Richong Zhang; Weiren Yu; Wuyang Ju (HPCC/CSS/ICESS, 2015)

Discovering Event Evolution Chain in Microblog. - Zhongyu Lu; Weiren Yu; Richong Zhang; Jianxin Li 002; Hua Wei 001 (HPCC/CSS/ICESS, 2015)

Prediction and Clustering of User Relationship in Social Network. - Peiyuan Sun; Shengli Liu; Nannan Wu; Bo Li 005; Jianxin Li 002 (UIC/ATC/ScalCom, 2015)

PARS: A Page-Aware Replication System for Efficiently Storing Virtual Machine Snapshots. - Lei Cui 003; Tianyu Wo; Bo Li 005; Jianxin Li 002; Bin Shi; Jinpeng Huai (VEE, 2015)

iMIG: Toward an Adaptive Live Migration Method for KVM Virtual Machines. - Jianxin Li 002; Jieyu Zhao; Yi Li; Lei Cui 003; Bo Li 005; Lu Liu 001; John Panneerselvam (Comput. J., 2015)

CloudMon: a resource-efficient IaaS cloud monitoring system based on networked intrusion detection system virtual appliances. - Bo Li 005; Jianxin Li 002; Lu Liu 001 (Concurr. Comput. Pract. Exp., 2015)

Efficient Nonparametric Subgraph Detection Using Tree Shaped Priors. - Nannan Wu; Feng Chen 001; Jianxin Li 002; Baojian Zhou; Naren Ramakrishnan (AAAI, 2016)

On the Representation and Embedding of Knowledge Bases beyond Binary Relations. - Jianfeng Wen; Jianxin Li 002; Yongyi Mao; Shini Chen; Richong Zhang (IJCAI, 2016)

Eagle: An Agile Approach to Automaton Updating in Cloud Security Services. - Hao Peng 001; Zhe Liu 004; Jie Shen; Xue Li; Hanteng Chen; Jianxin Li 002; Lu Liu 001 (SOSE, 2016)

Bursty event detection from microblog: a distributed and incremental approach. - Jianxin Li 002; Jianfeng Wen; Zhenying Tai; Richong Zhang; Weiren Yu (Concurr. Comput. Pract. Exp., 2016)

iGraph: an incremental data processing system for dynamic graph. - Wuyang Ju; Jianxin Li 002; Weiren Yu; Richong Zhang (Frontiers Comput. Sci., 2016)

Toward a flexible and fine-grained access control framework for infrastructure as a service clouds. - Bo Li 005; Jianxin Li 002; Lu Liu 001; Chao Zhou (Secur. Commun. Networks, 2016)

Speech Bandwidth Extension Using Recurrent Temporal Restricted Boltzmann Machines. - Yingxue Wang; Shenghui Zhao; Jianxin Li 002; Jingming Kuang 001 (IEEE Signal Process. Lett., 2016)

Proxies for Shortest Path and Distance Queries. - Shuai Ma 001; Kaiyu Feng; Jianxin Li 002; Haixun Wang; Gao Cong; Jinpeng Huai (IEEE Trans. Knowl. Data Eng., 2016)

Incrementally Learning the Hierarchical Softmax Function for Neural Language Models. - Hao Peng 001; Jianxin Li 002; Yangqiu Song; Yaopeng Liu (AAAI, 2017)

PMS: an Effective Approximation Approach for Distributed Large-scale Graph Data Processing and Mining. - Yingjie Cao; Yangyang Zhang 001; Jianxin Li 002 (CIKM, 2017)

IoT Eye An Efficient System for Dynamic IoT Devices Auto-discovery on Organization Level. - Jie Shen; Ying Li; Bo Li 005; Hanteng Chen; Jianxin Li 002 (CSCloud, 2017)

Text Classification Using Lifelong Machine Learning. - Muhammad Hassan Arif; Xin Jin; Jianxin Li 002; Muhammad Iqbal 001 (ICONIP (1), 2017)

Solving Social Media Text Classification Problems Using Code Fragment-Based XCSR. - Muhammad Hassan Arif; Jianxin Li 002; Muhammad Iqbal 001 (ICTAI, 2017)

User Interest Propagation and Its Application in Recommender System. - Xue Li; Richong Zhang; Jianxin Li 002 (ICTAI, 2017)

Improving the Generalization Performance of Multi-class SVM via Angular Regularization. - Jianxin Li 002; Haoyi Zhou; Pengtao Xie; Yingchun Zhang (IJCAI, 2017)

Query-Driven Discovery of Anomalous Subgraphs in Attributed Graphs. - Nannan Wu; Feng Chen 001; Jianxin Li 002; Jinpeng Huai; Bo Li 005 (IJCAI, 2017)

DPS: A DSM-based Parameter Server for Machine Learning. - Chenggen Sun; Yangyang Zhang 001; Weiren Yu; Richong Zhang; Md. Zakirul Alam Bhuiyan; Jianxin Li 002 (ISPAN-FCST-ISCC, 2017)

Optimizing XCSR for Text Classification. - Muhammad Hassan Arif; Jianxin Li 002; Muhammad Iqbal 001; Hao Peng 001 (SOSE, 2017)

FluteDB: An Efficient and Dependable Time-Series Database Storage Engine. - Chen Li 046; Jianxin Li 002; Jinghui Si; Yangyang Zhang 001 (SpaCCS Workshops, 2017)

RPS-TSM: A Robot Perception System Based on Temporal Semantic Map. - Haoyue Wang; Yangyang Zhang 001; Jianxin Li 002; Richong Zhang; Md. Zakirul Alam Bhuiyan (SpaCCS Workshops, 2017)

An Efficient Approach to Event Detection and Forecasting in Dynamic Multivariate Social Media Networks. - Minglai Shao 001; Jianxin Li 002; Feng Chen 001; Hongyi Huang; Shuai Zhang 026; Xunxun Chen (WWW, 2017)

Parallel algorithms for anomalous subgraph detection. - Jieyu Zhao; Jianxin Li 002; Baojian Zhou; Feng Chen 001; Paul Tomchik; Wuyang Ju (Concurr. Comput. Pract. Exp., 2017)

Stacked Kernel Network. - Shuai Zhang 026; Jianxin Li 002; Pengtao Xie; Yingchun Zhang; Minglai Shao 001; Haoyi Zhou; Mengyi Yan (CoRR, 2017)

Towards an efficient snapshot approach for virtual machines in clouds. - Jianxin Li 002; Yangyang Zhang 001; Jingsheng Zheng; Hanqing Liu; Bo Li 005; Jinpeng Huai (Inf. Sci., 2017)

Training and Evaluating Improved Dependency-Based Word Embeddings. - Chen Li 046; Jianxin Li 002; Yangqiu Song; Ziwei Lin (AAAI, 2018)

Mining Semantic Variation in Time Series for Rumor Detection Via Recurrent Neural Networks. - Tian Lan; Chen Li 046; Jianxin Li 002 (HPCC/SmartCity/DSS, 2018)

Path-Graph Fusion Based Community Detection over Heterogeneous Information Network. - Jun Li; Peiyuan Sun; Qianren Mao; Jianxin Li 002 (HPCC/SmartCity/DSS, 2018)

Time-evolving Text Classification with Deep Neural Networks. - Yu He; Jianxin Li 002; Yangqiu Song; Mutian He 001; Hao Peng 001 (IJCAI, 2018)

A Time-Sensitive Hybrid Learning Model for Patient Subgrouping. - Yingchun Zhang; Haoyi Zhou; Jianxin Li 002; Wanlu Sun; Yahong Chen (IJCNN, 2018)

An Efficient Framework for Detecting Evolving Anomalous Subgraphs in Dynamic Networks. - Minglai Shao 001; Jianxin Li 002; Feng Chen 001; Xunxun Chen (INFOCOM, 2018)

Large-Scale Hierarchical Text Classification with Recursively Regularized Deep Graph-CNN. - Hao Peng 001; Jianxin Li 002; Yu He; Yaopeng Liu; Mengjiao Bao; Lihong Wang; Yangqiu Song; Qiang Yang 001 (WWW, 2018)

Inferring Multiplex Diffusion Network via Multivariate Marked Hawkes Process. - Peiyuan Sun; Jianxin Li 002; Yongyi Mao; Richong Zhang; Lihong Wang (CoRR, 2018)

A Lightweight Music Texture Transfer System. - Xutan Peng; Chen Li 046; Zhi Cai; Faqiang Shi; Yidan Liu; Jianxin Li 002 (CoRR, 2018)

Hierarchical Attention Networks for Knowledge Base Completion via Joint Adversarial Training. - Chen Li 046; Xutan Peng; Shanghang Zhang; Jianxin Li 002; Lihong Wang (CoRR, 2018)

Graph Convolutional Neural Networks via Motif-based Attention. - Hao Peng 001; Jianxin Li 002; Qiran Gong; Yuanxing Ning; Lihong Wang (CoRR, 2018)

Eagle+: A fast incremental approach to automaton and table online updates for cloud services. - Jianxin Li 002; Hao Peng 001; Erica Yang; Chunming Hu; Shenghai Zhong; Lihong Wang (Future Gener. Comput. Syst., 2018)

Incremental term representation learning for social network analysis. - Hao Peng 001; Mengjiao Bao; Jianxin Li 002; Md. Zakirul Alam Bhuiyan; Yaopeng Liu; Yu He; Erica Yang (Future Gener. Comput. Syst., 2018)

Gait-based Human identification using acoustic sensor and deep neural network. - Yingxue Wang; Yanan Chen; Md. Zakirul Alam Bhuiyan; Yu Han; Shenghui Zhao; Jianxin Li 002 (Future Gener. Comput. Syst., 2018)

Model-based non-Gaussian interest topic distribution for user retweeting in social networks. - Jianxin Li 002; Nannan Wu; Zhirui Feng (Neurocomputing, 2018)

HotML: A DSM-based machine learning system for social networks. - Yangyang Zhang 001; Jianxin Li 002; Chenggen Sun; Md. Zakirul Alam Bhuiyan; Weiren Yu; Richong Zhang (J. Comput. Sci., 2018)

FluteDB: An efficient and scalable in-memory time series database for sensor-cloud. - Chen Li 046; Bo Li 005; Md. Zakirul Alam Bhuiyan; Lihong Wang; Jinghui Si; Guanyu Wei; Jianxin Li 002 (J. Parallel Distributed Comput., 2018)

Sentiment analysis and spam detection in short informal text using learning classifier systems. - Muhammad Hassan Arif; Jianxin Li 002; Muhammad Iqbal 001; Kaixu Liu (Soft Comput., 2018)

Road Traffic Speed Prediction: A Probabilistic Model Fusing Multi-Source Data. - Lu Lin 001; Jianxin Li 002; Feng Chen 001; Jieping Ye; Jinpeng Huai (IEEE Trans. Knowl. Data Eng., 2018)

Uncovering Specific-Shape Graph Anomalies in Attributed Graphs. - Nannan Wu; Wenjun Wang 002; Feng Chen 001; Jianxin Li 002; Bo Li 005; Jinpeng Huai (AAAI, 2019)

HeteSpaceyWalk: A Heterogeneous Spacey Random Walk for Heterogeneous Information Network Embedding. - Yu He; Yangqiu Song; Jianxin Li 002; Cheng Ji 001; Jian Peng 001; Hao Peng 001 (CIKM, 2019)

Adaptive Hybrid Transaction Processing with Hardware Transaction Memory. - Tao He; Jianxin Li 002 (HPCC/SmartCity/DSS, 2019)

AES Based on Key Dependently Nonlinear Redundant S-Box. - Athmane Seghier; Jianxin Li 002 (ICC, 2019)

Parallel Steepest Ascent Hill-Climbing for High Nonlinear Boolean and Vectorial Boolean Functions (S-Boxes). - Athmane Seghier; Jianxin Li 002 (ICICS, 2019)

Aspect-Based Sentiment Classification with Attentive Neural Turing Machines. - Qianren Mao; Jianxin Li 002; Senzhang Wang; Yuanning Zhang; Hao Peng 001; Min He; Lihong Wang (IJCAI, 2019)

Fine-grained Event Categorization with Heterogeneous Graph Convolutional Networks. - Hao Peng 001; Jianxin Li 002; Qiran Gong; Yangqiu Song; Yuanxing Ning; Kunfeng Lai; Philip S. Yu (IJCAI, 2019)

Learning Semantic Coherence for Machine Generated Spam Text Detection. - Mengjiao Bao; Jianxin Li 002; Jian Zhang 087; Hao Peng 001; Xudong Liu 001 (IJCNN, 2019)

Bibliographic Name Disambiguation with Graph Convolutional Network. - Hao Yan 004; Hao Peng 001; Chen Li 046; Jianxin Li 002; Lihong Wang (WISE, 2019)

Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification. - Hao Peng 001; Jianxin Li 002; Qiran Gong; Senzhang Wang; Lifang He 001; Bo Li 005; Lihong Wang; Philip S. Yu (CoRR, 2019)

RWNE: A Scalable Random-Walk based Network Embedding Framework with Personalized Higher-order Proximity Preserved. - Yu He; Jianxin Li 002; Yangqiu Song; Xinmiao Zhang 004; Fanzhang Peng; Hao Peng 001 (CoRR, 2019)

Advanced encryption standard based on key dependent S-Box cube. - Athmane Seghier; Jianxin Li 002; Dazhi Sun (IET Inf. Secur., 2019)

Modeling and clustering attacker activities in IoT through machine learning techniques. - Peiyuan Sun; Jianxin Li 002; Md. Zakirul Alam Bhuiyan; Lihong Wang; Bo Li 005 (Inf. Sci., 2019)

Extracting and reusing blocks of knowledge in learning classifier systems for text classification: a lifelong machine learning approach. - Muhammad Hassan Arif; Muhammad Iqbal 001; Jianxin Li 002 (Soft Comput., 2019)

Ring: Real-Time Emerging Anomaly Monitoring System Over Text Streams. - Weiren Yu; Jianxin Li 002; Md. Zakirul Alam Bhuiyan; Richong Zhang; Jinpeng Huai (IEEE Trans. Big Data, 2019)

A Nonparametric Approach to Uncovering Connected Anomalies by Tree Shaped Priors. - Nannan Wu; Feng Chen 001; Jianxin Li 002; Jinpeng Huai; Baojian Zhou; Bo Li 005; Naren Ramakrishnan (IEEE Trans. Knowl. Data Eng., 2019)

SPFC: An Effective Optimization for Vertex-Centric Graph Processing Systems. - Jianxin Li 002; Yingjie Cao; Yangyang Zhang 001; Md. Zakirul Alam Bhuiyan; Bo Li 005 (IEEE Trans. Sustain. Comput., 2019)

Motif-Matching Based Subgraph-Level Attentional Convolutional Network for Graph Classification. - Hao Peng 001; Jianxin Li 002; Qiran Gong; Yuanxing Ning; Senzhang Wang; Lifang He 001 (AAAI, 2020)

Hierarchical Bi-Directional Self-Attention Networks for Paper Review Rating Recommendation. - Zhongfen Deng; Hao Peng 001; Congying Xia; Jianxin Li 002; Lifang He 001; Philip S. Yu (COLING, 2020)

Pairwise Learning for Name Disambiguation in Large-Scale Heterogeneous Academic Networks. - Qingyun Sun; Hao Peng 001; Jianxin Li 002; Senzhang Wang; Xiangyu Dong 002; Liangxuan Zhao; Philip S. Yu; Lifang He 001 (ICDM, 2020)

Dynamic network embedding via incremental skip-gram with negative sampling. - Hao Peng 001; Jianxin Li 002; Hao Yan 004; Qiran Gong; Senzhang Wang; Lin Liu; Lihong Wang; Xiang Ren 001 (Sci. China Inf. Sci., 2020)

TIMiner: Automatically extracting and analyzing categorized cyber threat intelligence from social data. - Jun Zhao 017; Qiben Yan; Jianxin Li 002; Minglai Shao 001; Zuti He; Bo Li 005 (Comput. Secur., 2020)

Forming an Electoral College for a Graph: a Heuristic Semi-supervised Learning Framework. - Chen Li 046; Xutan Peng; Hao Peng 001; Jianxin Li 002; Lihong Wang; Philip S. Yu (CoRR, 2020)

A Survey on Text Classification: From Shallow to Deep Learning. - Qian Li 033; Hao Peng 001; Jianxin Li 002; Congying Xia; Renyu Yang; Lichao Sun 001; Philip S. Yu; Lifang He 001 (CoRR, 2020)

Lifelong Property Price Prediction: A Case Study for the Toronto Real Estate Market. - Hao Peng 001; Jianxin Li 002; Zheng Wang 001; Renyu Yang; Mingzhe Liu 002; Mingming Zhang; Philip S. Yu; Lifang He 001 (CoRR, 2020)

Event detection and evolution in multi-lingual social streams. - Yaopeng Liu; Hao Peng 001; Jianxin Li 002; Yangqiu Song; Xiong Li (Frontiers Comput. Sci., 2020)

Tree decomposition based anomalous connected subgraph scanning for detecting and forecasting events in attributed social media networks. - Minglai Shao 001; Peiyuan Sun; Jianxin Li 002; Qiben Yan; Zhirui Feng (Neurocomputing, 2020)

Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting. - Haoyi Zhou; Shanghang Zhang; Jieqi Peng; Shuai Zhang 026; Jianxin Li 002; Hui Xiong 001; Wancai Zhang (AAAI, 2021)

Adversarial Directed Graph Embedding. - Shijie Zhu; Jianxin Li 002; Hao Peng 001; Senzhang Wang; Lifang He 001 (AAAI, 2021)

LightBERT: A Distilled Chinese BERT Model. - Yice Zhang; Yihui Li; Peng Xu; Ruifeng Xu 001; Jianxin Li 002; Guozhong Shi; Feiran Hu (AIMS, 2021)

Two-tier Graph Contextual Embedding for Cross-device User Matching. - Hongren Huang; Shu Guo; Chen Li 046; Jiawei Sheng; Lihong Wang; Jianxin Li 002; Jing Liu; Shenghai Zhong (CIKM, 2021)

Graph-based Semi-Supervised Learning by Strengthening Local Label Consistency. - Chen Li 046; Xutan Peng; Hao Peng 001; Jia Wu 001; Lihong Wang; Philip S. Yu; Jianxin Li 002; Lichao Sun 001 (CIKM, 2021)

Differentially Private Federated Knowledge Graphs Embedding. - Hao Peng 001; Haoran Li 003; Yangqiu Song; Vincent W. Zheng; Jianxin Li 002 (CIKM, 2021)

Contrastive Learning for Multiple Models in One Supernet. - Sean Xu; Yihui Li; Yice Zhang; Ruifeng Xu 001; Jianxin Li 002; Guozhong Shi; Feiran Hu (ICCC, 2021)

FreeLauncher: Lossless Failure Recovery of Parameter Servers with Ultralight Replication. - Yangyang Zhang 001; Jianxin Li 002; Yiming Zhang 003; Lijie Wang; Ling Liu 001 (ICDCS, 2021)

ACE-HGNN: Adaptive Curvature Exploration Hyperbolic Graph Neural Network. - Xingcheng Fu; Jianxin Li 002; Jia Wu 001; Qingyun Sun; Cheng Ji 001; Senzhang Wang; Jiajun Tan; Hao Peng 001; Philip S. Yu (ICDM, 2021)

MERITS: Medication Recommendation for Chronic Disease with Irregular Time-Series. - Shuai Zhang 026; Jianxin Li 002; Haoyi Zhou; Qishan Zhu; Shanghang Zhang; Danding Wang (ICDM, 2021)

TextGTL: Graph-based Transductive Learning for Semi-supervised Text Classification via Structure-Sensitive Interpolation. - Chen Li 046; Xutan Peng; Hao Peng 001; Jianxin Li 002; Lihong Wang (IJCAI, 2021)

Graph Entropy Guided Node Embedding Dimension Selection for Graph Neural Networks. - Gongxu Luo; Jianxin Li 002; Hao Peng 001; Carl Yang 001; Lichao Sun 001; Philip S. Yu; Lifang He 001 (IJCAI, 2021)

Triplet Attention: Rethinking the Similarity in Transformers. - Haoyi Zhou; Jianxin Li 002; Jieqi Peng; Shuai Zhang 026; Shanghang Zhang (KDD, 2021)

HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization. - Zhongfen Deng; Hao Peng 001; Dongxiao He; Jianxin Li 002; Philip S. Yu (NAACL-HLT, 2021)

Knowledge-Preserving Incremental Social Event Detection via Heterogeneous GNNs. - Yuwei Cao; Hao Peng 001; Jia Wu 001; Yingtong Dou; Jianxin Li 002; Philip S. Yu (WWW, 2021)

SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mutual Information Mechanism. - Qingyun Sun; Jianxin Li 002; Hao Peng 001; Jia Wu 001; Yuanxing Ning; Philip S. Yu; Lifang He 001 (WWW, 2021)

Osprey: A fast and accurate patch presence test framework for binaries. - Peiyuan Sun; Qiben Yan; Haoyi Zhou; Jianxin Li 002 (Comput. Commun., 2021)

MASA: An efficient framework for anomaly detection in multi-attributed networks. - Minglai Shao 001; Jianxin Li 002; Yue Chang; Jun Zhao 017; Xunxun Chen (Comput. Secur., 2021)

Real-time partitioned scheduling: Exploiting the inter-resource affinity for task allocation on multiprocessors. - Naveed Akram; Jianxin Li 002; Yan Bai; Yangyang Zhang 001 (Concurr. Comput. Pract. Exp., 2021)

Federated Knowledge Graphs Embedding. - Hao Peng 001; Haoran Li 003; Yangqiu Song; Vincent W. Zheng; Jianxin Li 002 (CoRR, 2021)

Automated Timeline Length Selection for Flexible Timeline Summarization. - Xi Li 001; Qianren Mao; Hao Peng 001; Hongdong Zhu; Jianxin Li 002; Zheng Wang 001 (CoRR, 2021)

Attend and Select: A Segment Attention based Selection Mechanism for Microblog Hashtag Generation. - Qianren Mao; Xi Li 001; Hao Peng 001; Bang Liu; Shu Guo; Jianxin Li 002; Lihong Wang; Philip S. Yu (CoRR, 2021)

RoSearch: Search for Robust Student Architectures When Distilling Pre-trained Language Models. - Xin Guo 008; Jianlei Yang 001; Haoyi Zhou; Xucheng Ye; Jianxin Li 002 (CoRR, 2021)

Reinforcement Learning-based Dialogue Guided Event Extraction to Exploit Argument Relations. - Qian Li 033; Hao Peng 001; Jianxin Li 002; Yuanxing Ning; Lihong Wang; Philip S. Yu; Zheng Wang 001 (CoRR, 2021)

Deep Learning Schema-based Event Extraction: Literature Review and Current Trends. - Qian Li 033; Hao Peng 001; Jianxin Li 002; Yiming Hei; Rui Sun; Jiawei Sheng; Shu Guo; Lihong Wang; Philip S. Yu (CoRR, 2021)

Event prediction based on evolutionary event ontology knowledge. - Qianren Mao; Xi Li 001; Hao Peng 001; Jianxin Li 002; Dongxiao He; Shu Guo; Min He; Lihong Wang (Future Gener. Comput. Syst., 2021)

Learning graph attention-aware knowledge graph embedding. - Chen Li 046; Xutan Peng; Yuhang Niu; Shanghang Zhang; Hao Peng 001; Chuan Zhou 001; Jianxin Li 002 (Neurocomputing, 2021)

RWNE: A Scalable Random-Walk based Network Embedding Framework with Personalized Higher-order Proximity Preserved. - Jianxin Li 002; Cheng Ji 001; Hao Peng 001; Yu He; Yangqiu Song; Xinmiao Zhang 004; Fanzhang Peng (J. Artif. Intell. Res., 2021)

MERTA: micro-expression recognition with ternary attentions. - Bing Yang; Jing Cheng; Yunxiang Yang; Bo Zhang 050; Jianxin Li 002 (Multim. Tools Appl., 2021)

A Bisubmodular Approach to Event Detection and Prediction in Multivariate Social Graphs. - Shuai Zhang 026; Haoyi Zhou; Feng Chen 001; Jianxin Li 002 (IEEE Trans. Comput. Soc. Syst., 2021)

Structured Sparsity Model Based Trajectory Tracking Using Private Location Data Release. - Minglai Shao 001; Jianxin Li 002; Qiben Yan; Feng Chen 001; Hongyi Huang; Xunxun Chen (IEEE Trans. Dependable Secur. Comput., 2021)

POLLA: Enhancing the Local Structure Awareness in Long Sequence Spatial-temporal Modeling. - Haoyi Zhou; Hao Peng 001; Jieqi Peng; Shuai Zhang 026; Jianxin Li 002 (ACM Trans. Intell. Syst. Technol., 2021)

Streaming Social Event Detection and Evolution Discovery in Heterogeneous Information Networks. - Hao Peng 001; Jianxin Li 002; Yangqiu Song; Renyu Yang; Rajiv Ranjan 001; Philip S. Yu; Lifang He 001 (ACM Trans. Knowl. Discov. Data, 2021)

Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification. - Hao Peng 001; Jianxin Li 002; Senzhang Wang; Lihong Wang; Qiran Gong; Renyu Yang; Bo Li 005; Philip S. Yu; Lifang He 001 (IEEE Trans. Knowl. Data Eng., 2021)

Graph Structure Learning with Variational Information Bottleneck. - Qingyun Sun; Jianxin Li 002; Hao Peng 001; Jia Wu 001; Xingcheng Fu; Cheng Ji 001; Philip S. Yu (AAAI, 2022)

THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption. - Tianyu Chen; Hangbo Bao; Shaohan Huang; Li Dong 004; Binxing Jiao; Daxin Jiang; Haoyi Zhou; Jianxin Li 002; Furu Wei (ACL (Findings), 2022)

Frequently Asked Question Pair Generation for Rule and Regulation Document. - Keyang Ding; Chenran Cai; Shijue Huang; Rui Wang 092; Qianlong Wang 001; Jianxin Li 002; Guozhong Shi; Feiran Hu; Fengxin Li; Ruifeng Xu 001 (AIMS, 2022)

Position-aware Structure Learning for Graph Topology-imbalance by Relieving Under-reaching and Over-squashing. - Qingyun Sun; Jianxin Li 002; Haonan Yuan; Xingcheng Fu; Hao Peng 001; Cheng Ji 001; Qian Li 033; Philip S. Yu (CIKM, 2022)

Noise-injected Consistency Training and Entropy-constrained Pseudo Labeling for Semi-supervised Extractive Summarization. - Yiming Wang 011; Qianren Mao; Junnan Liu; Weifeng Jiang; Hongdong Zhu; Jianxin Li 002 (COLING, 2022)

MTTrans: Cross-domain Object Detection with Mean Teacher Transformer. - Jinze Yu 002; Jiaming Liu 003; Xiaobao Wei; Haoyi Zhou; Yohei Nakata; Denis A. Gudovskiy; Tomoyuki Okuno; Jianxin Li 002; Kurt Keutzer; Shanghang Zhang (ECCV (9), 2022)

Learning Music Sequence Representation From Text Supervision. - Tianyu Chen; Yuan Xie; Shuai Zhang 026; Shaohan Huang; Haoyi Zhou; Jianxin Li 002 (ICASSP, 2022)

Explicitly Modeling Importance and Coherence for Timeline Summarization. - Qianren Mao; Jianxin Li 002; JiaZheng Wang; Xi Li 001; Peng Hao; Lihong Wang; Zheng Wang 001 (ICASSP, 2022)

Generating Disentangled Arguments with Prompts: A Simple Event Extraction Framework That Works. - Jinghui Si; Xutan Peng; Chen Li 046; Haotian Xu; Jianxin Li 002 (ICASSP, 2022)

HiGIL: Hierarchical Graph Inference Learning for Fact Checking. - Qianren Mao; Yiming Wang 010; Chenghong Yang; Linfeng Du; Hao Peng 001; Jia Wu 001; Jianxin Li 002; Zheng Wang 001 (ICDM, 2022)

AIQoSer: Building the efficient Inference-QoS for AI Services. - Jianxin Li 002; Tianchen Zhu; Haoyi Zhou; Qingyun Sun; Chunyang Jiang; Shuai Zhang 026; Chunming Hu (IWQoS, 2022)

AutoST: Towards the Universal Modeling of Spatio-temporal Sequences. - Jianxin Li 002; Shuai Zhang 026; Hui Xiong 001; Haoyi Zhou (NeurIPS, 2022)

Jump Self-attention: Capturing High-order Statistics in Transformers. - Haoyi Zhou; Siyang Xiao; Shanghang Zhang; Jieqi Peng; Shuai Zhang 026; Jianxin Li 002 (NeurIPS, 2022)

MuchSUM: Multi-channel Graph Neural Network for Extractive Summarization. - Qianren Mao; Hongdong Zhu; Junnan Liu; Cheng Ji 001; Hao Peng 001; Jianxin Li 002; Lihong Wang; Zheng Wang 001 (SIGIR, 2022)

MtCut: A Multi-Task Framework for Ranked List Truncation. - Dong Wang; Jianxin Li 002; Tianchen Zhu; Haoyi Zhou; Qishan Zhu; Yuxin Wen; Hongming Piao (WSDM, 2022)

Curvature Graph Generative Adversarial Networks. - Jianxin Li 002; Xingcheng Fu; Qingyun Sun; Cheng Ji 001; Jiajun Tan; Jia Wu 001; Hao Peng 001 (WWW, 2022)

Cross-Domain Object Detection with Mean-Teacher Transformer. - Jinze Yu 001; Jiaming Liu 003; Xiaobao Wei; Haoyi Zhou; Yohei Nakata; Denis A. Gudovskiy; Tomoyuki Okuno; Jianxin Li 002; Kurt Keutzer; Shanghang Zhang (CoRR, 2022)

Task-Specific Expert Pruning for Sparse Mixture-of-Experts. - Tianyu Chen; Shaohan Huang; Yuan Xie; Binxing Jiao; Daxin Jiang; Haoyi Zhou; Jianxin Li 002; Furu Wei (CoRR, 2022)

Cross-knowledge-graph entity alignment via relation prediction. - Hongren Huang; Chen Li 046; Xutan Peng; Lifang He 001; Shu Guo; Hao Peng 001; Lihong Wang; Jianxin Li 002 (Knowl. Based Syst., 2022)

Attend and select: A segment selective transformer for microblog hashtag generation. - Qianren Mao; Xi Li 001; Bang Liu; Shu Guo; Peng Hao; Jianxin Li 002; Lihong Wang (Knowl. Based Syst., 2022)

Reinforcement Learning-Based Dialogue Guided Event Extraction to Exploit Argument Relations. - Qian Li 033; Hao Peng 001; Jianxin Li 002; Jia Wu 001; Yuanxing Ning; Lihong Wang; Philip S. Yu; Zheng Wang 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Adaptive Pre-Training and Collaborative Fine-Tuning: A Win-Win Strategy to Improve Review Analysis Tasks. - Qianren Mao; Jianxin Li 002; Chenghua Lin; Congwen Chen; Hao Peng 001; Lihong Wang; Philip S. Yu (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Fact-Driven Abstractive Summarization by Utilizing Multi-Granular Multi-Relational Knowledge. - Qianren Mao; Jianxin Li 002; Hao Peng 001; Shizhu He; Lihong Wang; Philip S. Yu; Zheng Wang 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Lime: Low-Cost and Incremental Learning for Dynamic Heterogeneous Information Networks. - Hao Peng 001; Renyu Yang; Zheng Wang 001; Jianxin Li 002; Lifang He 001; Philip S. Yu; Albert Y. Zomaya; Rajiv Ranjan 001 (IEEE Trans. Computers, 2022)

A Survey on Text Classification: From Traditional to Deep Learning. - Qian Li 033; Hao Peng 001; Jianxin Li 002; Congying Xia; Renyu Yang; Lichao Sun 001; Philip S. Yu; Lifang He 001 (ACM Trans. Intell. Syst. Technol., 2022)

Joint Stance and Rumor Detection in Hierarchical Heterogeneous Graph. - Chen Li 046; Hao Peng 001; Jianxin Li 002; Lichao Sun 001; Lingjuan Lyu; Lihong Wang; Philip S. Yu; Lifang He 001 (IEEE Trans. Neural Networks Learn. Syst., 2022)

Self-Organization Preserved Graph Structure Learning with Principle of Relevant Information. - Qingyun Sun; Jianxin Li 002; Beining Yang; Xingcheng Fu; Hao Peng 001; Philip S. Yu (AAAI, 2023)

Dual-Gated Fusion with Prefix-Tuning for Multi-Modal Relation Extraction. - Qian Li 033; Shu Guo; Cheng Ji 001; Xutan Peng; Shiyao Cui; Jianxin Li 002; Lihong Wang (ACL (Findings), 2023)

Path Spuriousness-aware Reinforcement Learning for Multi-Hop Knowledge Graph Reasoning. - Chunyang Jiang; Tianchen Zhu; Haoyi Zhou; Chang Liu; Ting Deng; Chunming Hu; Jianxin Li 002 (EACL, 2023)

POINE2: Improving Poincaré Embeddings for Hierarchy-Aware Complex Query Reasoning over Knowledge Graphs. - Junnan Liu; Qianren Mao; Jianxin Li 002; Xingcheng Fu; Zheng Wang 001 (ECAI, 2023)

DisCo: Distilled Student Models Co-training for Semi-supervised Text Mining. - Weifeng Jiang; Qianren Mao; Chenghua Lin; Jianxin Li 002; Ting Deng; Weiyi Yang; Zheng Wang 001 (EMNLP, 2023)

Multi-Modal Knowledge Graph Transformer Framework for Multi-Modal Entity Alignment. - Qian Li 033; Cheng Ji 001; Shu Guo; Zhaoji Liang; Lihong Wang; Jianxin Li 002 (EMNLP (Findings), 2023)

LATENTLOGIC: Learning Logic Rules in Latent Space over Knowledge Graphs. - Junnan Liu; Qianren Mao; Chenghua Lin; Yangqiu Song; Jianxin Li 002 (EMNLP (Findings), 2023)

Bipartite Graph Pre-training for Unsupervised Extractive Summarization with Graph Convolutional Auto-Encoders. - Qianren Mao; Shaobo Zhao; Jiarui Li; Xiaolei Gu; Shizhu He; Bo Li 005; Jianxin Li 002 (EMNLP (Findings), 2023)

BadRes: Reveal the Backdoors Through Residual Connection. - Mingrui He; Tianyu Chen; Haoyi Zhou; Shanghang Zhang; Jianxin Li 002 (ICASSP, 2023)

Towards Long-delayed Sparsity: Learning a Better Transformer through Reward Redistribution. - Tianchen Zhu; Yue Qiu; Haoyi Zhou; Jianxin Li 002 (IJCAI, 2023)

Does Graph Distillation See Like Vision Dataset Counterpart? - Beining Yang; Kai Wang 036; Qingyun Sun; Cheng Ji 001; Xingcheng Fu; Hao Tang 005; Yang You 001; Jianxin Li 002 (NeurIPS, 2023)

Environment-Aware Dynamic Graph Learning for Out-of-Distribution Generalization. - Haonan Yuan; Qingyun Sun; Xingcheng Fu; Ziwei Zhang 001; Cheng Ji 001; Hao Peng 001; Jianxin Li 002 (NeurIPS, 2023)

Unbiased and Efficient Self-Supervised Incremental Contrastive Learning. - Cheng Ji 001; Jianxin Li 002; Hao Peng 001; Jia Wu 001; Xingcheng Fu; Qingyun Sun; Philip S. Yu (WSDM, 2023)

Hyperbolic Geometric Graph Representation Learning for Hierarchy-imbalance Node Classification. - Xingcheng Fu; Yuecen Wei; Qingyun Sun; Haonan Yuan; Jia Wu 001; Hao Peng 001; Jianxin Li 002 (WWW, 2023)

Attribute-Consistent Knowledge Graph Representation Learning for Multi-Modal Entity Alignment. - Qian Li 033; Shu Guo; Yangyifei Luo; Cheng Ji 001; Lihong Wang; Jiawei Sheng; Jianxin Li 002 (WWW, 2023)

SE-GSL: A General and Effective Graph Structure Learning Framework through Structural Entropy Optimization. - Dongcheng Zou; Hao Peng 001; Xiang Huang; Renyu Yang; Jianxin Li 002; Jia Wu 001; Chunyang Liu; Philip S. Yu (WWW, 2023)

A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT. - Ce Zhou; Qian Li 033; Chen Li 046; Jun Yu; Yixin Liu 002; Guangjing Wang 001; Kai Zhang 039; Cheng Ji 001; Qiben Yan; Lifang He 001; Hao Peng 001; Jianxin Li 002; et al. (CoRR, 2023)

Dual-Gated Fusion with Prefix-Tuning for Multi-Modal Relation Extraction. - Qian Li 033; Shu Guo; Cheng Ji 001; Xutan Peng; Shiyao Cui; Jianxin Li 002 (CoRR, 2023)

Precise influence evaluation in complex networks. - Bingyu Zhu; Qingyun Sun; Jianxin Li 002; Daqing Li (CoRR, 2023)

Unleashing the potential of GNNs via Bi-directional Knowledge Transfer. - Shuai Zheng 005; Zhizhe Liu; Zhenfeng Zhu; Xingxing Zhang 001; Jianxin Li 002; Yao Zhao 001 (CoRR, 2023)

Higher-Order Attribute-Enhancing Heterogeneous Graph Neural Networks. - Jianxin Li 002; Hao Peng 001; Yuwei Cao; Yingtong Dou; Hekai Zhang; Philip S. Yu; Lifang He 001 (IEEE Trans. Knowl. Data Eng., 2023)

Lifelong Property Price Prediction: A Case Study for the Toronto Real Estate Market. - Hao Peng 001; Jianxin Li 002; Zheng Wang 001; Renyu Yang; Mingsheng Liu; Mingming Zhang; Philip S. Yu; Lifang He 001 (IEEE Trans. Knowl. Data Eng., 2023)

Expanding the prediction capacity in long sequence time-series forecasting. - Haoyi Zhou; Jianxin Li 002; Shanghang Zhang; Shuai Zhang 026; Mengyi Yan; Hui Xiong 001 (Artif. Intell., 2023)

Adaptive curvature exploration geometric graph neural network. - Xingcheng Fu; Jianxin Li 002; Jia Wu 001; Jiawen Qin; Qingyun Sun; Cheng Ji 001; Senzhang Wang; Hao Peng 001; Philip S. Yu (Knowl. Inf. Syst., 2023)

Colorectal cancer lymph node metastasis prediction with weakly supervised transformer-based multi-instance learning. - Luxin Tan; Huan Li; Jinze Yu 002; Haoyi Zhou; Zhi Wang; Zhiyong Niu; Jianxin Li 002; Zhongwu Li (Medical Biol. Eng. Comput., 2023)

Adaptive Subgraph Neural Network With Reinforced Critical Structure Mining. - Jianxin Li 002; Qingyun Sun; Hao Peng 001; Beining Yang; Jia Wu 001; Philip S. Yu (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Type Information Utilized Event Detection via Multi-Channel GNNs in Electrical Power Systems. - Qian Li 033; Jianxin Li 002; Lihong Wang; Cheng Ji 001; Yiming Hei; Jiawei Sheng; Qingyun Sun; Shan Xue 001; Pengtao Xie (ACM Trans. Web, 2023)

Higher-order memory guided temporal random walk for dynamic heterogeneous network embedding. - Cheng Ji 001; Tao Zhao; Qingyun Sun; Xingcheng Fu; Jianxin Li 002 (Pattern Recognit., 2023)

A Robust and Generalized Framework for Adversarial Graph Embedding. - Jianxin Li 002; Xingcheng Fu; Shijie Zhu; Hao Peng 001; Senzhang Wang; Qingyun Sun; Philip S. Yu; Lifang He 001 (IEEE Trans. Knowl. Data Eng., 2023)

Event Extraction by Associating Event Types and Argument Roles. - Qian Li 033; Shu Guo; Jia Wu 001; Jianxin Li 002; Jiawei Sheng; Hao Peng 001; Lihong Wang (IEEE Trans. Big Data, 2023)

Guest Editorial Introduction to the Special Issue on Anomaly Detection in Emerging Data-Driven Applications: Theory, Algorithms, and Applications. - Jianxin Li 002; Lifang He 001; Hao Peng 001; Peng Cui 001; Charu C. Aggarwal; Philip S. Yu (IEEE Trans. Knowl. Data Eng., 2023)

ReGCL: Rethinking Message Passing in Graph Contrastive Learning. - Cheng Ji 001; Zixuan Huang; Qingyun Sun; Hao Peng 001; Xingcheng Fu; Qian Li 033; Jianxin Li 002 (AAAI, 2024)

Decoding Global Preferences: Temporal and Cooperative Dependency Modeling in Multi-Agent Preference-Based Reinforcement Learning. - Tianchen Zhu; Yue Qiu; Haoyi Zhou; Jianxin Li 002 (AAAI, 2024)

ColBetect: A Contrastive Learning Framework Featuring Dual Negative Samples for Anomaly Behavior Detection. - Ziqi Yuan; Haoyi Zhou; Qingyun Sun; Jianxin Li 002 (APWeb/WAIM (4), 2024)

L-APPLE: Language-agnostic Prototype Prefix Learning for Cross-lingual Event Detection. - Ziqin Zhu; Xutan Peng; Qian Li 033; Cheng Ji 001; Qingyun Sun; Jianxin Li 002 (CIKM, 2024)

Few-Shot Multimodal Named Entity Recognition Based on Mutlimodal Causal Intervention Graph. - Feihong Lu; Xiaocui Yang; Qian Li 033; Qingyun Sun; Ke Jiang; Cheng Ji 001; Jianxin Li 002 (LREC/COLING, 2024)

Hyperbolic Geometric Latent Diffusion Model for Graph Generation. - Xingcheng Fu; Yisen Gao; Yuecen Wei; Qingyun Sun; Hao Peng 001; Jianxin Li 002; Xianxian Li (ICML, 2024)

KnowFormer: Revisiting Transformers for Knowledge Graph Reasoning. - Junnan Liu; Qianren Mao; Weifeng Jiang; Jianxin Li 002 (ICML, 2024)

LLM-based Multi-Level Knowledge Generation for Few-shot Knowledge Graph Completion. - Qian Li 033; Zhuo Chen 007; Cheng Ji 001; Shiqi Jiang; Jianxin Li 002 (IJCAI, 2024)

Efficient Mixture of Experts based on Large Language Models for Low-Resource Data Preprocessing. - Mengyi Yan; Yaoshu Wang; Kehan Pang; Min Xie; Jianxin Li 002 (KDD, 2024)

Multi-Modal Inductive Framework for Text-Video Retrieval. - Qian Li 033; Yucheng Zhou 001; Cheng Ji 001; Feihong Lu; Jianian Gong; Shangguang Wang; Jianxin Li 002 (ACM Multimedia, 2024)

Miko: Multimodal Intention Knowledge Distillation from Large Language Models for Social-Media Commonsense Discovery. - Feihong Lu; Weiqi Wang 001; Yangyifei Luo; Ziqin Zhu; Qingyun Sun; Baixuan Xu; Haochen Shi; Shiqi Gao; Qian Li 033; Yangqiu Song; Jianxin Li 002 (ACM Multimedia, 2024)

From Text to Trajectory: Exploring Complex Constraint Representation and Decomposition in Safe Reinforcement Learning. - Pusen Dong; Tianchen Zhu; Yue Qiu; Haoyi Zhou; Jianxin Li 002 (NeurIPS, 2024)

QUEST: Quadruple Multimodal Contrastive Learning with Constraints and Self-Penalization. - Qi Song; Tianxiang Gong; Shiqi Gao; Haoyi Zhou; Jianxin Li 002 (NeurIPS, 2024)

GC-Bench: An Open and Unified Benchmark for Graph Condensation. - Qingyun Sun; Ziying Chen; Beining Yang; Cheng Ji 001; Xingcheng Fu; Sheng Zhou 004; Hao Peng 001; Jianxin Li 002; Philip S. Yu (NeurIPS, 2024)

Dual Defense: Enhancing Privacy and Mitigating Poisoning Attacks in Federated Learning. - Runhua Xu; Shiqi Gao; Chao Li 023; James Joshi; Jianxin Li 002 (NeurIPS, 2024)

MultiNetAD: Multiplex Network-Based Anomaly Access Detection Featuring Semantic Hierarchies. - Ziqi Yuan; Qingyun Sun; Haoyi Zhou; Zukun Zhu; Jianxin Li 002 (SDM, 2024)

A Comprehensive Specification and Verification of the L4 Microkernel API. - Leping Zhang; Yongwang Zhao; Jianxin Li 002 (TACAS (2), 2024)

PhoGAD: Graph-based Anomaly Behavior Detection with Persistent Homology Optimization. - Ziqi Yuan; Haoyi Zhou; Tianyu Chen; Jianxin Li 002 (WSDM, 2024)

Dynamic Graph Information Bottleneck. - Haonan Yuan; Qingyun Sun; Xingcheng Fu; Cheng Ji 001; Jianxin Li 002 (WWW, 2024)

Privacy-preserving graph publishing with disentangled variational information bottleneck. - Liya Ma; Chen Li 046; Siqi Sun; Shu Guo; Lihong Wang; Jianxin Li 002 (Concurr. Comput. Pract. Exp., 2024)

ASGEA: Exploiting Logic Rules from Align-Subgraphs for Entity Alignment. - Yangyifei Luo; Zhuo Chen 007; Lingbing Guo; Qian Li 033; Wenxuan Zeng; Zhixin Cai; Jianxin Li 002 (CoRR, 2024)

FedCQA: Answering Complex Queries on Multi-Source Knowledge Graphs via Federated Learning. - Qi Hu; Weifeng Jiang; Haoran Li 003; Zihao Wang 001; Jiaxin Bai; Qianren Mao; Yangqiu Song; Lixin Fan; Jianxin Li 002 (CoRR, 2024)

Building Flexible Machine Learning Models for Scientific Computing at Scale. - Tianyu Chen; Haoyi Zhou; Ying Li; Hao Wang 073; Chonghan Gao; Shanghang Zhang; Jianxin Li 002 (CoRR, 2024)

Uncertainty-Aware Relational Graph Neural Network for Few-Shot Knowledge Graph Completion. - Qian Li 033; Shu Guo; Yinjia Chen; Cheng Ji 001; Jiawei Sheng; Jianxin Li 002 (CoRR, 2024)

Variational Multi-Modal Hypergraph Attention Network for Multi-Modal Relation Extraction. - Qian Li 033; Cheng Ji 001; Shu Guo; Yong Zhao; Qianren Mao; Shangguang Wang; Yuntao Wei; Jianxin Li 002 (CoRR, 2024)

Beyond Human Preferences: Exploring Reinforcement Learning Trajectory Evaluation and Improvement through LLMs. - Zichao Shen; Tianchen Zhu; Qingyun Sun; Shiqi Gao; Jianxin Li 002 (CoRR, 2024)

XRAG: eXamining the Core - Benchmarking Foundational Components in Advanced Retrieval-Augmented Generation. - Qianren Mao; Yangyifei Luo; Jinlong Zhang; Hanwen Hao; Zhilong Cao; Xiaolong Wang; Xiao Guan; Zhenting Huang; Weifeng Jiang; Shuyu Guo; Zhentao Han; Qili Zhang; et al. (CoRR, 2024)

Triplet-aware graph neural networks for factorized multi-modal knowledge graph entity alignment. - Qian Li 033; Jianxin Li 002; Jia Wu 001; Xutan Peng; Cheng Ji 001; Hao Peng 001; Lihong Wang; Philip S. Yu (Neural Networks, 2024)

CoSENT: Consistent Sentence Embedding via Similarity Ranking. - Xiang Huang; Hao Peng 001; Dongcheng Zou; Zhiwei Liu 001; Jianxin Li 002; Kay Liu; Jia Wu 001; Jianlin Su; Philip S. Yu (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning. - Runhua Xu; Bo Li 005; Chao Li 023; James B. D. Joshi; Shuai Ma 001; Jianxin Li 002 (IEEE Trans. Dependable Secur. Comput., 2024)

PE-Attack: On the Universal Positional Embedding Vulnerability in Transformer-Based Models. - Shiqi Gao; Haoyi Zhou; Tianyu Chen; Mingrui He; Runhua Xu; Jianxin Li 002 (IEEE Trans. Inf. Forensics Secur., 2024)

A Survey on Deep Learning Event Extraction: Approaches and Applications. - Qian Li 033; Jianxin Li 002; Jiawei Sheng; Shiyao Cui; Jia Wu 001; Yiming Hei; Hao Peng 001; Shu Guo; Lihong Wang; Amin Beheshti; Philip S. Yu (IEEE Trans. Neural Networks Learn. Syst., 2024)

Self-supervised Bipartite Graph Representation Learning: A Dirichlet Max-margin Matrix Factorization Approach. - Shenghai Zhong; Shu Guo; Jing Liu; Hongren Huang; Lihong Wang; Jianxin Li 002; Chen Li 046; Yiming Hei (ACM Trans. Intell. Syst. Technol., 2024)

GIDCL: A Graph-Enhanced Interpretable Data Cleaning Framework with Large Language Models. - Mengyi Yan; Yaoshu Wang; Yue Wang 012; Xiaoye Miao; Jianxin Li 002 (Proc. ACM Manag. Data, 2024)

Discrete Curvature Graph Information Bottleneck. - Xingcheng Fu; Jian Wang; Yisen Gao; Qingyun Sun; Haonan Yuan; Jianxin Li 002; Xianxian Li (AAAI, 2025)

FLUE: Streamlined Uncertainty Estimation for Large Language Models. - Shiqi Gao; Tianxiang Gong; Zijie Lin; Runhua Xu; Haoyi Zhou; Jianxin Li 002 (AAAI, 2025)

GraphMoRE: Mitigating Topological Heterogeneity via Mixture of Riemannian Experts. - Zihao Guo; Qingyun Sun; Haonan Yuan; Xingcheng Fu; Min Zhou; Yisen Gao; Jianxin Li 002 (AAAI, 2025)

DG-Mamba: Robust and Efficient Dynamic Graph Structure Learning with Selective State Space Models. - Haonan Yuan; Qingyun Sun; Zhaonan Wang 005; Xingcheng Fu; Cheng Ji 001; Yongjian Wang; Bo Jin; Jianxin Li 002 (AAAI, 2025)

Towards Objective Fine-tuning: How LLMs' Prior Knowledge Causes Potential Poor Calibration? - Ziming Wang; Zeyu Shi; Haoyi Zhou; Shiqi Gao; Qingyun Sun; Jianxin Li 002 (ACL (1), 2025)

Enhancing Transformers for Generalizable First-Order Logical Entailment. - Tianshi Zheng; Jiazheng Wang; Zihao Wang 001; Jiaxin Bai; Hang Yin 008; Zheye Deng; Yangqiu Song; Jianxin Li 002 (ACL (1), 2025)

Galaxy Walker: Geometry-aware VLMs For Galaxy-scale Understanding. - Tianyu Chen; Xingcheng Fu; Yisen Gao; Haodong Qian; Yuecen Wei; Kun Yan; Haoyi Zhou; Jianxin Li 002 (CVPR, 2025)

IGL-Bench: Establishing the Comprehensive Benchmark for Imbalanced Graph Learning. - Jiawen Qin; Haonan Yuan; Qingyun Sun; Lyujin Xu; Jiaqi Yuan; Pengfeng Huang; Zhaonan Wang 005; Xingcheng Fu; Hao Peng 001; Jianxin Li 002; Philip S. Yu (ICLR, 2025)

ST-GCond: Self-supervised and Transferable Graph Dataset Condensation. - Beining Yang; Qingyun Sun; Cheng Ji 001; Xingcheng Fu; Jianxin Li 002 (ICLR, 2025)

Lightweight Contenders: Navigating Semi-Supervised Text Mining through Peer Collaboration and Self Transcendence. - Qianren Mao; Weifeng Jiang; Junnan Liu; Chenghua Lin; Qian Li 033; Xianqing Wen; Jianxin Li 002; Jinhu Lu (NAACL (Findings), 2025)

Graph Size-imbalanced Learning with Energy-guided Structural Smoothing. - Jiawen Qin; Pengfeng Huang; Qingyun Sun; Cheng Ji 001; Xingcheng Fu; Jianxin Li 002 (WSDM, 2025)

Robust Graph Learning Against Adversarial Evasion Attacks via Prior-Free Diffusion-Based Structure Purification. - Jiayi Luo; Qingyun Sun; Haonan Yuan; Xingcheng Fu; Jianxin Li 002 (WWW, 2025)

HiViT: Hierarchical attention-based Transformer for multi-scale whole slide histopathological image classification. - Jinze Yu 002; Shuo Li; Luxin Tan; Haoyi Zhou; Zhongwu Li; Jianxin Li 002 (Expert Syst. Appl., 2025)

AMEF-Net: Towards an attention and multi-level enhancement fusion for medical image classification in Parkinson's aided diagnosis. - Qingyan Ding; Yu Pan; Jianxin Li 002; Lianxin Li; Nan Liu; Na Li; Wan Zheng; Xuecheng Dong (IET Comput. Vis., 2025)

Augmenting sparse behavior data for user identity linkage with self-generated by model and mixup-generated samples. - Hongren Huang; Jianxin Li 002; Feihong Lu; Lihong Wang; Qian Li 033; Qingyun Sun (Neural Networks, 2025)

Ionformer: A Data-Driven Deep Learning Baseline for Global Ionospheric TEC Forecasting. - Lanhao Li; Yang Liu 110; Haoyi Zhou; Kunlin Yang; Haojun Yan; Jianxin Li 002 (IEEE Trans. Geosci. Remote. Sens., 2025)

Learning Federated Neural Graph Databases for Answering Complex Queries from Distributed Knowledge Graphs. - Qi Hu; Weifeng Jiang; Haoran Li 003; Zihao Wang 001; Jiaxin Bai; Qianren Mao; Yangqiu Song; Lixin Fan; Jianxin Li 002 (Trans. Mach. Learn. Res., 2025)

PINNsAgent: Automated PDE Surrogation with Large Language Models. - Qingpo Wuwu; Chonghan Gao; Tianyu Chen; Yihang Huang; Yuekai Zhang; Jianing Wang; Jianxin Li 002; Haoyi Zhou; Shanghang Zhang (CoRR, 2025)

Bridging the Gap Between LLMs and Human Intentions: Progresses and Challenges in Instruction Understanding, Intention Reasoning, and Reliable Generation. - Zongyu Chang; Feihong Lu; Ziqin Zhu; Qian Li 033; Cheng Ji 001; Zhuo Chen 007; Yang Liu 165; Ruifeng Xu 001; Yangqiu Song; Shangguang Wang; Jianxin Li 002 (CoRR, 2025)

BotUmc: An Uncertainty-Aware Twitter Bot Detection with Multi-view Causal Inference. - Tao Yang; Yang Hu; Feihong Lu; Ziwei Zhang 001; Qingyun Sun; Jianxin Li 002 (CoRR, 2025)

Instructing the Architecture Search for Spatial-temporal Sequence Forecasting with LLM. - Xin Xue; Haoyi Zhou; Tianyu Chen; Shuai Zhang 026; Yizhou Long; Jianxin Li 002 (CoRR, 2025)

Privacy-Preserving Federated Embedding Learning for Localized Retrieval-Augmented Generation. - Qianren Mao; Qili Zhang; Hanwen Hao; Zhentao Han; Runhua Xu; Weifeng Jiang; Qi Hu; Zhijun Chen; Tyler Zhou; Bo Li 005; Yangqiu Song; Jin Dong; et al. (CoRR, 2025)

FreqMoE: Dynamic Frequency Enhancement for Neural PDE Solvers. - Tianyu Chen; Haoyi Zhou; Ying Li; Hao Wang 073; Zhenzhe Zhang; Tianchen Zhu; Shanghang Zhang; Jianxin Li 002 (CoRR, 2025)

Controllable Logical Hypothesis Generation for Abductive Reasoning in Knowledge Graphs. - Yisen Gao; Jiaxin Bai; Tianshi Zheng; Qingyun Sun; Ziwei Zhang 001; Jianxin Li 002; Yangqiu Song; Xingcheng Fu (CoRR, 2025)

DyG-RAG: Dynamic Graph Retrieval-Augmented Generation with Event-Centric Reasoning. - Qingyun Sun; Jiaqi Yuan; Shan He; Xiao Guan; Haonan Yuan; Xingcheng Fu; Jianxin Li 002; Philip S. Yu (CoRR, 2025)

Towards uncertainty-calibrated structural data enrichment with large language model for few-shot entity resolution. - Mengyi Yan; Yaoshu Wang; Xiaohan Jiang; Haoyi Zhou; Jianxin Li 002 (Frontiers Comput. Sci., 2025)