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Viewing Publication 1 - 48 from 48

2024

CoSENT: Consistent Sentence Embedding via Similarity RankingXiang Huang, Hao Peng 0001, Dongcheng Zou, Zhiwei Liu, Jianxin Li 0002, Kay Liu, Jia Wu 0001, Jianlin Su, Philip S. Yu. taslp, 32:2800-2813, 2024. [doi]

A Survey on Deep Learning Event Extraction: Approaches and ApplicationsQian Li, Jianxin Li 0002, Jiawei Sheng, Shiyao Cui, Jia Wu 0001, Yiming Hei, Hao Peng 0001, Shu Guo, Lihong Wang, Amin Beheshti, Philip S. Yu. tnn, 35(5):6301-6321, May 2024. [doi]

Few-Shot Multimodal Named Entity Recognition Based on Mutlimodal Causal Intervention GraphFeihong Lu, Xiaocui Yang, Qian Li, Qingyun Sun, Ke Jiang, Cheng Ji, Jianxin Li 0002. COLING 2024: 7208-7219 [doi]

Privacy-preserving graph publishing with disentangled variational information bottleneckLiya Ma, Chen Li 0046, Siqi Sun, Shu Guo, Lihong Wang, Jianxin Li 0002. concurrency, 36(10), 2024. [doi]

PhoGAD: Graph-based Anomaly Behavior Detection with Persistent Homology OptimizationZiqi Yuan, Haoyi Zhou, Tianyu Chen, Jianxin Li 0002. wsdm 2024: 920-929 [doi]

Dynamic Graph Information BottleneckHaonan Yuan, Qingyun Sun, Xingcheng Fu, Cheng Ji, Jianxin Li 0002. WWW 2024: 469-480 [doi]

Self-supervised Bipartite Graph Representation Learning: A Dirichlet Max-margin Matrix Factorization ApproachShenghai Zhong, Shu Guo, Jing Liu, Hongren Huang, Lihong Wang, Jianxin Li 0002, Chen Li, Yiming Hei. tist, 15(3), June 2024. [doi]

Decoding Global Preferences: Temporal and Cooperative Dependency Modeling in Multi-Agent Preference-Based Reinforcement LearningTianchen Zhu, Yue Qiu, Haoyi Zhou, Jianxin Li 0002. AAAI 2024: 17202-17210 [doi]

2023

Higher-Order Attribute-Enhancing Heterogeneous Graph Neural NetworksJianxin Li 0002, Hao Peng, Yuwei Cao, Yingtong Dou, Hekai Zhang, Philip S. Yu, Lifang He 0001. tkde, 35(1):560-574, 2023. [doi]

Adaptive Subgraph Neural Network With Reinforced Critical Structure MiningJianxin Li 0002, Qingyun Sun, Hao Peng, Beining Yang, Jia Wu 0001, Philip S. Yu. pami, 45(7):8063-8080, July 2023. [doi]

A Robust and Generalized Framework for Adversarial Graph EmbeddingJianxin Li 0002, Xingcheng Fu, ShiJie Zhu, Hao Peng, Senzhang Wang, Qingyun Sun, Philip S. Yu, Lifang He 0001. tkde, 35(11):11004-11018, November 2023. [doi]

Adaptive curvature exploration geometric graph neural networkXingcheng Fu, Jianxin Li 0002, Jia Wu 0001, Jiawen Qin, Qingyun Sun, Cheng Ji, Senzhang Wang, Hao Peng, Philip S. Yu. kais, 65(5):2281-2304, May 2023. [doi]

BadRes: Reveal the Backdoors Through Residual ConnectionMingrui He, Tianyu Chen, Haoyi Zhou, Shanghang Zhang, Jianxin Li 0002. icassp 2023: 1-5 [doi]

Higher-order memory guided temporal random walk for dynamic heterogeneous network embeddingCheng Ji, Tao Zhao, Qingyun Sun, Xingcheng Fu, Jianxin Li 0002. PR, 143:109766, November 2023. [doi]

Path Spuriousness-aware Reinforcement Learning for Multi-Hop Knowledge Graph ReasoningChunyang Jiang, Tianchen Zhu, Haoyi Zhou, Chang Liu, Ting Deng, Chunming Hu, Jianxin Li 0002. eacl 2023: 3173-3184 [doi]

Dual-Gated Fusion with Prefix-Tuning for Multi-Modal Relation ExtractionQian Li, Shu Guo, Cheng Ji, Xutan Peng, Shiyao Cui, Jianxin Li 0002, Lihong Wang. acl 2023: 8982-8994 [doi]

Type Information Utilized Event Detection via Multi-Channel GNNs in Electrical Power SystemsQian Li, Jianxin Li 0002, Lihong Wang, Cheng Ji, Yiming Hei, Jiawei Sheng, Qingyun Sun, Shan Xue, Pengtao Xie. tweb, 17(3), August 2023. [doi]

Event Extraction by Associating Event Types and Argument RolesQian Li, Shu Guo, Jia Wu 0001, Jianxin Li 0002, Jiawei Sheng, Hao Peng, Lihong Wang. tbd, 9(6):1549-1560, December 2023. [doi]

LATENTLOGIC: Learning Logic Rules in Latent Space over Knowledge GraphsJunnan Liu, Qianren Mao, Chenghua Lin, Yangqiu Song, Jianxin Li 0002. emnlp 2023: 4578-4586 [doi]

Lifelong Property Price Prediction: A Case Study for the Toronto Real Estate MarketHao Peng, Jianxin Li 0002, Zheng Wang 0001, Renyu Yang, Mingsheng Liu, Mingming Zhang, Philip S. Yu, Lifang He 0001. tkde, 35(3):2765-2780, March 2023. [doi]

Colorectal cancer lymph node metastasis prediction with weakly supervised transformer-based multi-instance learningLuxin Tan, Huan Li, Jinze Yu, Haoyi Zhou, Zhi Wang, Zhiyong Niu, Jianxin Li 0002, Zhongwu Li. mbec, 61(6):1565-1580, June 2023. [doi]

Environment-Aware Dynamic Graph Learning for Out-of-Distribution GeneralizationHaonan Yuan, Qingyun Sun, Xingcheng Fu, Ziwei Zhang, Cheng Ji, Hao Peng 0001, Jianxin Li 0002. nips 2023: [doi]

Expanding the prediction capacity in long sequence time-series forecastingHaoyi Zhou, Jianxin Li 0002, Shanghang Zhang, Shuai Zhang 0026, Mengyi Yan, Hui Xiong. ai, 318:103886, May 2023. [doi]

Towards Long-delayed Sparsity: Learning a Better Transformer through Reward RedistributionTianchen Zhu, Yue Qiu, Haoyi Zhou, Jianxin Li 0002. IJCAI 2023: 4693-4701 [doi]

2022

AutoST: Towards the Universal Modeling of Spatio-temporal SequencesJianxin Li 0002, Shuai Zhang 0026, Hui Xiong, Haoyi Zhou. nips 2022: [doi]

AIQoSer: Building the efficient Inference-QoS for AI ServicesJianxin Li 0002, Tianchen Zhu, Haoyi Zhou, Qingyun Sun, Chunyang Jiang, Shuai Zhang, Chunming Hu. iwqos 2022: 1-10 [doi]

Cross-knowledge-graph entity alignment via relation predictionHongren Huang, Chen Li, Xutan Peng, Lifang He 0001, Shu Guo, Hao Peng, Lihong Wang, Jianxin Li 0002. kbs, 240:107813, 2022. [doi]

A Survey on Text Classification: From Traditional to Deep LearningQian Li, Hao Peng, Jianxin Li 0002, Congying Xia, Renyu Yang, Lichao Sun, Philip S. Yu, Lifang He 0001. tist, 13(2), 2022. [doi]

Reinforcement Learning-Based Dialogue Guided Event Extraction to Exploit Argument RelationsQian Li, Hao Peng, Jianxin Li 0002, Jia Wu 0001, Yuanxing Ning, Lihong Wang, Philip S. Yu, Zheng Wang 0001. taslp, 30:520-533, 2022. [doi]

Attend and select: A segment selective transformer for microblog hashtag generationQianren Mao, Xi Li, Bang Liu, Shu Guo, Peng Hao, Jianxin Li 0002, Lihong Wang. kbs, 254:109581, 2022. [doi]

Fact-Driven Abstractive Summarization by Utilizing Multi-Granular Multi-Relational KnowledgeQianren Mao, Jianxin Li 0002, Hao Peng, Shizhu He, Lihong Wang, Philip S. Yu, Zheng Wang 0001. taslp, 30:1665-1678, 2022. [doi]

Adaptive Pre-Training and Collaborative Fine-Tuning: A Win-Win Strategy to Improve Review Analysis TasksQianren Mao, Jianxin Li 0002, Chenghua Lin, Congwen Chen, Hao Peng, Lihong Wang, Philip S. Yu. taslp, 30:622-634, 2022. [doi]

Lime: Low-Cost and Incremental Learning for Dynamic Heterogeneous Information NetworksHao Peng, Renyu Yang, Zheng Wang 0001, Jianxin Li 0002, Lifang He 0001, Philip S. Yu, Albert Y. Zomaya, Rajiv Ranjan. TC, 71(3):628-642, 2022. [doi]

Graph Structure Learning with Variational Information BottleneckQingyun Sun, Jianxin Li 0002, Hao Peng, Jia Wu 0001, Xingcheng Fu, Cheng Ji, Philip S. Yu. AAAI 2022: 4165-4174 [doi]

MTTrans: Cross-domain Object Detection with Mean Teacher TransformerJinze Yu, Jiaming Liu, Xiaobao Wei, Haoyi Zhou, Yohei Nakata, Denis A. Gudovskiy, Tomoyuki Okuno, Jianxin Li 0002, Kurt Keutzer, Shanghang Zhang. eccv 2022: 629-645 [doi]

Jump Self-attention: Capturing High-order Statistics in TransformersHaoyi Zhou, Siyang Xiao, Shanghang Zhang, Jieqi Peng, Shuai Zhang 0026, Jianxin Li 0002. nips 2022: [doi]

2021

RWNE: A Scalable Random-Walk based Network Embedding Framework with Personalized Higher-order Proximity PreservedJianxin Li 0002, Cheng Ji, Hao Peng, Yu He, Yangqiu Song, Xinmiao Zhang, Fanzhang Peng. jair, 71:237-263, 2021. [doi]

HTCInfoMax: A Global Model for Hierarchical Text Classification via Information MaximizationZhongfen Deng, Hao Peng, Dongxiao He, Jianxin Li 0002, Philip S. Yu. naacl 2021: 3259-3265 [doi]

Event prediction based on evolutionary event ontology knowledgeQianren Mao, Xi Li, Hao Peng, Jianxin Li 0002, Dongxiao He, Shu Guo, Min He, Lihong Wang. fgcs, 115:76-89, 2021. [doi]

Differentially Private Federated Knowledge Graphs EmbeddingHao Peng, Haoran Li, Yangqiu Song, Vincent W. Zheng, Jianxin Li 0002. CIKM 2021: 1416-1425 [doi]

Streaming Social Event Detection and Evolution Discovery in Heterogeneous Information NetworksHao Peng, Jianxin Li 0002, Yangqiu Song, Renyu Yang, Rajiv Ranjan, Philip S. Yu, Lifang He 0001. tkdd, 15(5), 2021. [doi]

Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text ClassificationHao Peng, Jianxin Li 0002, Senzhang Wang, Lihong Wang, Qiran Gong, Renyu Yang, Bo Li 0005, Philip S. Yu, Lifang He 0001. tkde, 33(6):2505-2519, 2021. [doi]

Structured Sparsity Model Based Trajectory Tracking Using Private Location Data ReleaseMinglai Shao, Jianxin Li 0002, Qiben Yan, Feng Chen 0001, Hongyi Huang, Xunxun Chen. tdsc, 18(6):2983-2995, 2021. [doi]

Triplet Attention: Rethinking the Similarity in TransformersHaoyi Zhou, Jianxin Li 0002, Jieqi Peng, Shuai Zhang, Shanghang Zhang. kdd 2021: 2378-2388 [doi]

POLLA: Enhancing the Local Structure Awareness in Long Sequence Spatial-temporal ModelingHaoyi Zhou, Hao Peng, Jieqi Peng, Shuai Zhang, Jianxin Li 0002. tist, 12(6), 2021. [doi]

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