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ORCIDJianming Zheng
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2020 – today
- 2024
[j22]Peihong Li
, Shengze Hu, Jianming Zheng, Taihua Shao, Mengru Wang, Fei Cai:
CoFF-CHP: coarse-to-fine filters with concept heuristic prompt for few-shot relation classification. Appl. Intell. 54(17-18): 8666-8680 (2024)- [j21]Chonghao Chen, Wanyu Chen, Jianming Zheng, Aimin Luo, Fei Cai, Yijia Zhang:
Input-oriented demonstration learning for hybrid evidence fact verification. Expert Syst. Appl. 246: 123191 (2024) - [j20]Chonghao Chen, Fei Cai, Wanyu Chen, Jianming Zheng, Xin Zhang, Aimin Luo:
BP-MoE: Behavior Pattern-aware Mixture-of-Experts for Temporal Graph Representation Learning. Knowl. Based Syst. 299: 112056 (2024) - [j19]Jianming Zheng, Fei Cai, Jun Liu, Yanxiang Ling, Honghui Chen:
Multistructure Contrastive Learning for Pretraining Event Representation. IEEE Trans. Neural Networks Learn. Syst. 35(1): 842-854 (2024) - [c15]Chengyu Song, Jingjing Zhang, Linru Ma, Xinxin Hu, Jianming Zheng, Lin Yang:
Insider Threat Defense Strategies: Survey and Knowledge Integration. KSEM (5) 2024: 106-122 - [i6]Chengyu Song, Linru Ma, Jianming Zheng, Jinzhi Liao, Hongyu Kuang, Lin Yang:
Audit-LLM: Multi-Agent Collaboration for Log-based Insider Threat Detection. CoRR abs/2408.08902 (2024) - 2023
- [j18]Taihua Shao, Chengyu Song, Jianming Zheng, Fei Cai, Honghui Chen:
Exploring Internal and External Interactions for Semi-Structured Multivariate Attributes in Job-Resume Matching. Int. J. Intell. Syst. 2023: 1-16 (2023) - [j17]Chengyu Song, Fei Cai, Jianming Zheng, Xiang Zhao, Taihua Shao:
AugPrompt: Knowledgeable augmented-trigger prompt for few-shot event classification. Inf. Process. Manag. 60(4): 103153 (2023) - [j16]Siyuan Wang, Jianming Zheng, Fei Cai, Chengyu Song, Xueshan Luo:
MsPrompt: Multi-step prompt learning for debiasing few-shot event detection. Inf. Process. Manag. 60(6): 103509 (2023) - [j15]Chengyu Song, Fei Cai, Mengru Wang, Jianming Zheng, Taihua Shao:
TaxonPrompt: Taxonomy-aware curriculum prompt learning for few-shot event classification. Knowl. Based Syst. 264: 110290 (2023) - [j14]Taihua Shao, Fei Cai, Jianming Zheng, Mengru Wang, Honghui Chen:
Pairwise contrastive learning for sentence semantic equivalence identification with limited supervision. Knowl. Based Syst. 272: 110610 (2023) - [j13]Jianming Zheng, Fei Cai, Yanxiang Ling, Honghui Chen:
Sequence-aware Knowledge Distillation for a Lightweight Event Representation. ACM Trans. Inf. Syst. 41(2): 37:1-37:30 (2023) - [c14]Siyuan Wang, Jianming Zheng, Wanyu Chen, Fei Cai, Xueshan Luo:
MultiPLe: Multilingual Prompt Learning for Relieving Semantic Confusions in Few-shot Event Detection. CIKM 2023: 2676-2685 - [i5]Siyuan Wang, Jianming Zheng, Xuejun Hu, Fei Cai, Chengyu Song, Xueshan Luo:
MsPrompt: Multi-step Prompt Learning for Debiasing Few-shot Event Detection. CoRR abs/2305.09335 (2023) - [i4]Yupu Guo, Fei Cai, Xin Zhang, Jianming Zheng, Honghui Chen:
Disentangled Variational Auto-encoder Enhanced by Counterfactual Data for Debiasing Recommendation. CoRR abs/2306.15961 (2023) - 2022
- [j12]Xin Zhang, Fei Cai, Xuejun Hu, Jianming Zheng, Honghui Chen:
A Contrastive learning-based Task Adaptation model for few-shot intent recognition. Inf. Process. Manag. 59(3): 102863 (2022) - [j11]Xin Zhang, Miao Jiang, Honghui Chen, Jianming Zheng, Zhiqiang Pan:
Incorporating geometry knowledge into an incremental learning structure for few-shot intent recognition. Knowl. Based Syst. 251: 109296 (2022) - [c13]Mengru Wang, Jianming Zheng, Fei Cai, Taihua Shao, Honghui Chen:
DRK: Discriminative Rule-based Knowledge for Relieving Prediction Confusions in Few-shot Relation Extraction. COLING 2022: 2129-2140 - [c12]Jinzhi Liao, Xiang Zhao, Jianming Zheng, Xinyi Li, Fei Cai, Jiuyang Tang:
PTAU: Prompt Tuning for Attributing Unanswerable Questions. SIGIR 2022: 1219-1229 - 2021
- [j10]Jianming Zheng, Xingqi Wang, Dan Wei, Bin Chen, Yanli Shao:
A Novel Imbalanced Ensemble Learning in Software Defect Predication. IEEE Access 9: 86855-86868 (2021) - [j9]Ying Pan, Lia H. Sun, Heqing Yang, Jianming Zheng:
Towards better library services: an investigation of factors affecting tourists' satisfaction with "library + cultural tourism". Electron. Libr. 39(5): 749-766 (2021) - [j8]Chonghao Chen, Fei Cai, Xuejun Hu, Jianming Zheng, Yanxiang Ling, Honghui Chen:
An entity-graph based reasoning method for fact verification. Inf. Process. Manag. 58(3): 102472 (2021) - [j7]Yi Han, Linbo Qiao, Jianming Zheng, Hefeng Wu, Dongsheng Li, Xiangke Liao:
A survey of script learning. Frontiers Inf. Technol. Electron. Eng. 22(3): 341-373 (2021) - [j6]Chonghao Chen, Jianming Zheng, Honghui Chen:
CosG: A Graph-Based Contrastive Learning Method for Fact Verification. Sensors 21(10): 3471 (2021) - [c11]Yi Han, Linbo Qiao, Jianming Zheng, Zhigang Kan, Linhui Feng, Yifu Gao, Yu Tang, Qi Zhai, Dongsheng Li, Xiangke Liao:
Multi-view Interaction Learning for Few-Shot Relation Classification. CIKM 2021: 649-658 - [c10]Chengyu Song, Fei Cai, Jianming Zheng, Wanyu Chen, Zhiqiang Pan:
Metric Sentiment Learning for Label Representation. CIKM 2021: 1703-1712 - [c9]Yupu Guo, Fei Cai, Honghui Chen, Peng Sun, Jianming Zheng, Duolong Zhang:
Analysis and Decision-Making of Regional Economic Vitality. ICISCAE (ACM) 2021: 1888-1892 - [c8]Changxing Yang, Dehui Xiang, Yun Bian, Jianping Lu, Hui Jiang, Jianming Zheng:
Gland segmentation in pancreas histopathology images based on selective multi-scale attention. Medical Imaging: Image Processing 2021 - [c7]Jianming Zheng, Fei Cai, Wanyu Chen, Wengqiang Lei, Honghui Chen:
Taxonomy-aware Learning for Few-Shot Event Detection. WWW 2021: 3546-3557 - [i3]Fengbin Zhu, Wenqiang Lei, Chao Wang, Jianming Zheng, Soujanya Poria, Tat-Seng Chua:
Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering. CoRR abs/2101.00774 (2021) - 2020
- [j5]Jianming Zheng, Fei Cai, Honghui Chen, Maarten de Rijke:
Pre-train, Interact, Fine-tune: a novel interaction representation for text classification. Inf. Process. Manag. 57(6): 102215 (2020) - [c6]Honglei Lia Sun, Meng Wang, Jianming Zheng, Yang Li:
Online information grounds by urban newcomers in China. ASIST 2020 - [c5]Jianming Zheng, Fei Cai, Yanxiang Ling, Honghui Chen:
Heterogeneous Graph Neural Networks to Predict What Happen Next. COLING 2020: 328-338 - [c4]Jianming Zheng, Fei Cai, Honghui Chen:
Incorporating Scenario Knowledge into A Unified Fine-tuning Architecture for Event Representation. SIGIR 2020: 249-258 - [i2]Yuedong Chen, Guoxian Song, Zhiwen Shao, Jianfei Cai, Tat-Jen Cham, Jianming Zheng:
GeoConv: Geodesic Guided Convolution for Facial Action Unit Recognition. CoRR abs/2003.03055 (2020)
2010 – 2019
- 2019
- [j4]Jianming Zheng, Fei Cai, Wanyu Chen, Chong Feng, Honghui Chen:
Hierarchical Neural Representation for Document Classification. Cogn. Comput. 11(2): 317-327 (2019) - [j3]Weichao Shi, Jianming Zheng, Yan Li, Xubo Li, Qiannan An:
An Accurate Illumination Model of Machined Surface Based on Micro-Image. Int. J. Pattern Recognit. Artif. Intell. 33(3): 1955004:1-1955004:14 (2019) - [c3]Honglei Lia Sun, Jianming Zheng, Meng Wang, Ya Chen:
How socio-culture impact the information behavior of Chinese urban newcomers. ASIST 2019: 770-772 - [i1]Jianming Zheng, Fei Cai, Honghui Chen, Maarten de Rijke:
Pre-train, Interact, Fine-tune: A Novel Interaction Representation for Text Classification. CoRR abs/1909.11824 (2019) - 2014
- [j2]Baozhang Li, Chengyi Xu, Jianming Zheng, Chunye Xu:
Sensitivity of Pressure Sensors Enhanced by Doping Silver Nanowires. Sensors 14(6): 9889-9899 (2014) - [c2]Di Xu, Qi Duan, Jianming Zheng, Juyong Zhang, Jianfei Cai, Tat-Jen Cham:
Recovering Surface Details under General Unknown Illumination Using Shading and Coarse Multi-view Stereo. CVPR 2014: 1526-1533 - 2013
- [j1]Jianming Zheng, Min Xiao, Mingshun Yang, Yan Li, Lingfei Kong:
BP-PID Control for Electro-hydraulic Proportional Position Servo System. Int. J. Online Eng. 9(3): 40-44 (2013)
2000 – 2009
- 2008
- [c1]Lin-li Sun, Yan Li, Jianming Zheng:
Image Denoising with Contourlet Transform Based on PCA. ISCSCT (1) 2008: 31-33
Coauthor Index
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