Papers
Wave-driven Graph Neural Networks with Energy Dynamics for Over-smoothing Mitigation
Peihan Wu, Hongda Qi, Sirong Huang et al.
Imputation-free Incomplete Multi-view Clustering via Knowledge Distillation
Benyu Wu, Wei Du, Jun Wang et al.
Learning Advanced Self-Attention for Linear Transformers in the Singular Value Domain
Hyowon Wi, Jeongwhan Choi, Noseong Park
Fast Second-Order Online Kernel Learning Through Incremental Matrix Sketching and Decomposition
Dongxie Wen, Xiao Zhang, Zhewei Wei et al.
Evolvable Conditional Diffusion
Zhao Wei, Chin Chun Ooi, Abhishek Gupta et al.
Curriculum Abductive Learning for Mitigating Reasoning Shortcuts
Wen-Da Wei, Xiao-Wen Yang, Jie-Jing Shao et al.
SCNNs: Spike-based Coupling Neural Networks for Understanding Structural-Functional Relationships in the Human Brain
Shaolong Wei, Shu Jiang, Mingliang Wang et al.
From End-to-end to Step-by-step: Learning to Abstract via Abductive Reinforcement Learning
Zilong Wang, Jiongda Wang, Xiaoyong Chen et al.
Leveraging Personalized PageRank and Higher-Order Topological Structures for Heterophily Mitigation in Graph Neural Networks
Yumeng Wang, Zengyi Wo, Wenjun Wang et al.
BILE: An Effective Behavior-based Latent Exploration Scheme for Deep Reinforcement Learning
Yiming Wang, Kaiyan Zhao, Yan Li et al.
All Roads Lead to Rome: Exploring Edge Distribution Shifts for Heterophilic Graph Learning
Yi Wang, Changqin Huang, Ming Li et al.
AdaR: An Adaptive Gradient Method with Cyclical Restarting of Moment Estimations
Yangchuan Wang, Lianhong Ding, Peng Shi
Reliable Disentanglement Multi-view Learning Against View Adversarial Attacks
Xuyang Wang, Siyuan Duan, Qizhi Li et al.
A Fast and Accurate ANN-SNN Conversion Algorithm with Negative Spikes
Xu Wang, Dongchen Zhu, Jiamao Li
Learn Multi-task Anchor: Joint View Imputation and Label Generation for Incomplete Multi-view Clustering
Xinxin Wang, Yongshan Zhang, Yicong Zhou
Enhancing Counterfactual Estimation: A Focus on Temporal Treatments
Xin Wang, Shengfei Lyu, Kangyang Luo et al.
In-context Learning Demonstration Generation with Text Distillation
Wuyuqing Wang, Erkun Yang, Zilan Zhou et al.
On the Discrimination and Consistency for Exemplar-Free Class Incremental Learning
Tianqi Wang, Jingcai Guo, Depeng Li et al.
MASTER: A Multi-granularity Invariant Structure Clustering Scheme for Multi-view Clustering
Suixue Wang, Shilin Zhang, Qingchen Zhang et al.
An Association-based Fusion Method for Speech Enhancement
Shijie Wang, Qian Guo, Lu Chen et al.
Towards Robust Incremental Learning Under Ambiguous Supervision
Rui Wang, Mingxuan Xia, Haobo Wang et al.
Improving Generalization in Meta-Learning via Meta-Gradient Augmentation
Ren Wang, Haoliang Sun, Yuxiu Lin et al.
Fair Incomplete Multi-View Clustering via Distribution Alignment
Qianqian Wang, Haiming Xu, Meiling Liu et al.
Enhanced Unsupervised Discriminant Dimensionality Reduction for Nonlinear Data
Qianqian Wang, Mengping Jiang, Wei Feng et al.
Efficient Multi-view Clustering via Reinforcement Contrastive Learning
Qianqian Wang, Haiming Xu, Zihao Zhang et al.