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Improving post-training structured pruning via two-stage reconstruction 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2026, 卷号: 296, 页码: 10
作者:  Li, Chenhao;  Li, Lin;  Zhang, Zhibin;  Qiu, Qiang;  Guo, Jiafeng;  Cheng, Xueqi
收藏  |  浏览/下载：6/0  |  提交时间：2025/12/03
Post-training pruning  Layer reconstruction  Channel pruning  Calibration data  
CMC-GCN: Consistent multi-granularity cascading graph convolution network for multi-behavior recommendation 期刊论文
NEUROCOMPUTING, 2025, 卷号: 651, 页码: 12
作者:  Yin, Yabo;  Zhu, Xiaofei;  Huang, Kunyang;  Wang, Wenshan;  Zhang, Yihao;  Wang, Pengfei;  Fan, Yixing;  Guo, Jiafeng
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Multi-behavior recommendation  Self-supervised learning  Graph convolutional network  
GSM-EL: A Generalizable Symbol-Manipulation Approach for Entity Linking 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 3, 页码: 1213-1226
作者:  Cheng, Xueqi;  Wang, Yuanzheng;  Fan, Yixing;  Guo, Jiafeng;  Zhang, Ruqing;  Bi, Keping
收藏  |  浏览/下载：13/0  |  提交时间：2025/06/25
Neural networks  Biological neural networks  Feature extraction  Adaptation models  Training  Liquids  Knowledge engineering  Knowledge based systems  Hands  Vectors  Neural-symbolic method  symbol-manipulation  entity linking  
Listwise Generative Retrieval Models via a Sequential Learning Process 期刊论文
ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2024, 卷号: 42, 期号: 5, 页码: 31
作者:  Tang, Yubao;  Zhang, Ruqing;  Guo, Jiafeng;  De Rijke, Maarten;  Chen, Wei;  Cheng, Xueqi
收藏  |  浏览/下载：31/0  |  提交时间：2024/12/06
Document retrieval  generative retrieval  listwise approach  
A mutually enhanced multi-scale relation-aware graph convolutional network for argument pair extraction 期刊论文
JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2023, 页码: 20
作者:  Zhu, Xiaofei;  Liu, Yidan;  Chen, Zhuo;  Chen, Xu;  Guo, Jiafeng;  Dietze, Stefan
收藏  |  浏览/下载：41/0  |  提交时间：2024/05/20
Argument mining  Argument pair extraction  Transformer  Graph convolutional network  
PRADA: Practical Black-box Adversarial Attacks against Neural Ranking Models 期刊论文
ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2023, 卷号: 41, 期号: 4, 页码: 27
作者:  Wu, Chen;  Zhang, Ruqing;  Guo, Jiafeng;  De Rijke, Maarten;  Fan, Yixing;  Cheng, Xueqi
收藏  |  浏览/下载：44/0  |  提交时间：2023/12/04
Adversarial attack  decision-based black-box attack setting  neural ranking models  
CNIM-GCN: Consensus Neighbor Interaction-based Multi-channel Graph Convolutional Networks 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2023, 卷号: 226, 页码: 11
作者:  Zhu, Xiaofei;  Li, Chenghong;  Guo, Jiafeng;  Dietze, Stefan
收藏  |  浏览/下载：55/0  |  提交时间：2023/12/04
Network representation learning  Deep learning  Graph convolutional networks  Node classification  
What is Event Knowledge Graph: A Survey 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 7, 页码: 7569-7589
作者:  Guan, Saiping;  Cheng, Xueqi;  Bai, Long;  Zhang, Fujun;  Li, Zixuan;  Zeng, Yutao;  Jin, Xiaolong;  Guo, Jiafeng
收藏  |  浏览/下载：40/0  |  提交时间：2023/12/04
Event knowledge graph  schema  event acquisition  script event prediction  temporal knowledge graph prediction  
Dynamic global structure enhanced multi-channel graph neural network for session-based recommendation 期刊论文
INFORMATION SCIENCES, 2023, 卷号: 624, 页码: 324-343
作者:  Zhu, Xiaofei;  Tang, Gu;  Wang, Pengfei;  Li, Chenliang;  Guo, Jiafeng;  Dietze, Stefan
收藏  |  浏览/下载：68/0  |  提交时间：2023/07/12
Recommendation system  Session-based recommendation  Graph neural network  Behavior modeling  Attention model  Representation learning  
Are Neural Ranking Models Robust? 期刊论文
ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2023, 卷号: 41, 期号: 2, 页码: 36
作者:  Wu, Chen;  Zhang, Ruqing;  Guo, Jiafeng;  Fan, Yixing;  Cheng, Xueqi
收藏  |  浏览/下载：49/0  |  提交时间：2023/12/04
Robustness  Ranking Models  Systematic Analysis