Journal: TKDD

Volume 19, Issue 2

0 -- 0Zhihao Hu, Yiran Xu, Mengnan Du, Jindong Gu, Xinmei Tian 0001, Fengxiang He. Boosting Fair Classifier Generalization through Adaptive Priority Reweighing
0 -- 0Meng Xiao 0001, Min Wu 0008, Ziyue Qiao, Yanjie Fu, Zhiyuan Ning, Yi Du, Yuanchun Zhou. Interdisciplinary Fairness in Imbalanced Research Proposal Topic Inference: A Hierarchical Transformer-based Method with Selective Interpolation
0 -- 0Soner Aydin, Sinan Yildirim. Bayesian Frequency Estimation under Local Differential Privacy with an Adaptive Randomized Response Mechanism
0 -- 0Qiang He 0002, Zelin Zhang, Tingting Bi, Hui Fang 0002, XiusHuang Yi, Keping Yu. Adaptive Rumor Suppression on Social Networks: A Multi-Round Hybrid Approach
0 -- 0Yu-Neng Chuang, Kwei-Herng Lai, Ruixiang Tang, Mengnan Du, Chia-Yuan Chang, Na Zou, Xia Hu. Fair-RGNN: Mitigating Relational Bias on Knowledge Graphs
0 -- 0Peng Cui 0007, Zhijie Deng, Wenbo Hu 0001, Jun Zhu 0001. SDE-HNN: Accurate and Well-Calibrated Forecasting Using Stochastic Differential Equations
0 -- 0Haochun Wang, Sendong Zhao, Zewen Qiang, Zijian Li 0020, Chi Liu, Nuwa Xi, Yanrui Du, Bing Qin 0001, Ting Liu 0001. Knowledge-tuning Large Language Models with Structured Medical Knowledge Bases for Trustworthy Response Generation in Chinese
0 -- 0Shimin Di, Yongqi Zhang, Quanming Yao, Xiaofang Zhou 0001, Lei Chen 0035. Efficient Latent-based Scoring Function Search for N-ary Relational Knowledge Bases
0 -- 0Qiqi Cai, Jian Cao 0001, Yirong Chen, Shiyou Qian, Liangxiao Yuan, Jie Wang 0006. PREFER: A Pre-trained Model Recommendation Framework for Edge Computing Enabled Traffic Flow Prediction
0 -- 0Guo Lin, Yongfeng Zhang. Fuzzy Neural Logic Reasoning for Robust Classification
0 -- 0Hanwen Hu, Zhangchi Han, Shiyou Qian, Dingyu Yang, Jian Cao 0001, Guangtao Xue. Pattern-oriented Attention Mechanism for Multivariate Time Series Forecasting
0 -- 0Zhengyang Mao, Wei Ju, Siyu Yi, Yifan Wang 0014, Zhiping Xiao 0001, Qingqing Long, Nan Yin, Xinwang Liu 0002, Ming Zhang 0004. Learning Knowledge-diverse Experts for Long-tailed Graph Classification
0 -- 0Enyan Dai, Suhang Wang. Towards Prototype-Based Self-Explainable Graph Neural Network
0 -- 0Yao Rong, Guanchu Wang, Qizhang Feng, Ninghao Liu, Zirui Liu 0001, Enkelejda Kasneci, Xia Hu 0001. Efficient GNN Explanation via Learning Removal-based Attribution
0 -- 0Fulan Qian, Yuanjun Zou, Mengyao Xu, Xuejun Zhang, Chonghao Zhang, Chenchu Xu, Hai Chen. A Comprehensive Understanding of the Impact of Data Augmentation on the Transferability of 3D Adversarial Examples
0 -- 0Wenqi Fan, Shu Zhao, Jiliang Tang. Introduction for the Special Issue on Trustworthy Artificial Intelligence
0 -- 0Hengyuan Zhang, Zitao Liu 0001, Chenming Shang, Dawei Li, Yong Jiang 0001. A Question-centric Multi-experts Contrastive Learning Framework for Improving the Accuracy and Interpretability of Deep Sequential Knowledge Tracing Models
0 -- 0Arya Hadizadeh Moghaddam, Mohsen Nayebi Kerdabadi, Bin Liu 0045, Mei Liu, Zijun Yao 0001. Discovering Time-aware Hidden Dependencies with Personalized Graphical Structure in Electronic Health Records
0 -- 0Yongduo Sui, Shuyao Wang, Jie Sun, Zhiyuan Liu 0010, Qing Cui, Longfei Li, Jun Zhou 0011, Xiang Wang 0010, Xiangnan He 0001. A Simple Data Augmentation for Graph Classification: A Perspective of Equivariance and Invariance
0 -- 0Haisong Xia, Wanyue Xu, Zuobai Zhang, Zhongzhi Zhang. Means of Hitting Times for Random Walks on Graphs: Connections, Computation, and Optimization
0 -- 0Yuxi Huang, Huandong Wang, Guanghua Liu, Yong Li 0008, Tao Jiang 0002. NeuralCODE: Neural Compartmental Ordinary Differential Equations Model with AutoML for Interpretable Epidemic Forecasting
0 -- 0Sihang Li 0002, Yanchen Luo, An Zhang 0003, Xiang Wang 0010, Longfei Li, Jun Zhou 0011, Tat-Seng Chua. Self-attentive Rationalization for Interpretable Graph Contrastive Learning
0 -- 0Huan Wang 0005, Yu Teng, Lingsong Qin, Xuan Guo, Po Hu. A Multiple Attention Layer-shareable Method for Link Prediction in Multilayer Networks
0 -- 0Yingxue Zhang 0002, Yanhua Li, Xun Zhou, Zhenming Liu, Jun Luo 0007. 3-GAN+: Complex-Condition-Controlled Generative Adversarial Networks with Enhanced Embedding
0 -- 0Zimu Wang, Hao Zou 0001, Jiashuo Liu, Jiayun Wu, Pengfei Tian, Yue He 0001, Peng Cui 0001. AdaptSel: Adaptive Selection of Biased and Debiased Recommendation Models for Varying Test Environments
0 -- 0Li Ma 0012, Yongchao Liu, Xiaofeng Gao 0001, Peng Zhang 0001, Chuntao Hong. Building Robust and Trustworthy HGNN Models: A Learnable Threshold Approach for Node Classification
0 -- 0Mingyuan Fan 0003, Cen Chen 0001, Chengyu Wang 0001, Jun Huang 0007. Exploiting Pre-Trained Models and Low-Frequency Preference for Cost-Effective Transfer-based Attack