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• Stratified GNN Explanations through Sufficient Expansion

  Yuwen Ji, Lei Shi, Zhimeng Liu, Ge Wang

  12839-12847

  2024-03-24

• Which Is More Effective in Label Noise Cleaning, Correction or Filtering?

  Gaoxia Jiang, Jia Zhang, Xuefei Bai, Wenjian Wang, Deyu Meng

  12866-12873

  2024-03-24

• Unknown-Aware Graph Regularization for Robust Semi-supervised Learning from Uncurated Data

  Heejo Kong, Suneung Kim, Ho-Joong Kim, Seong-Whan Lee

  13265-13273

  2024-03-24

• Zero-Shot Task Adaptation with Relevant Feature Information

  Atsutoshi Kumagai, Tomoharu Iwata, Yasuhiro Fujiwara

  13283-13291

  2024-03-24

• Any-Way Meta Learning

  JunHoo Lee, Yearim Kim, Hyunho Lee, Nojun Kwak

  13400-13408

  2024-03-24

• Mixed-Effects Contextual Bandits

  Kyungbok Lee, Myunghee Cho Paik, Min-hwan Oh, Gi-Soo Kim

  13409-13417

  2024-03-24

• Regroup Median Loss for Combating Label Noise

  Fengpeng Li, Kemou Li, Jinyu Tian, Jiantao Zhou

  13474-13482

  2024-03-24

• High-Dimensional Analysis for Generalized Nonlinear Regression: From Asymptotics to Algorithm

  Jian Li, Yong Liu, Weiping Wang

  13500-13508

  2024-03-24

• Curriculum-Enhanced Residual Soft An-Isotropic Normalization for Over-Smoothness in Deep GNNs

  Jin Li, Qirong Zhang, Shuling Xu, Xinlong Chen, Longkun Guo, Yang-Geng Fu

  13528-13536

  2024-03-24

• EMGAN: Early-Mix-GAN on Extracting Server-Side Model in Split Federated Learning

  Jingtao Li, Xing Chen, Li Yang, Adnan Siraj Rakin, Deliang Fan, Chaitali Chakrabarti

  13545-13553

  2024-03-24

• Dynamic Regret of Adversarial MDPs with Unknown Transition and Linear Function Approximation

  Long-Fei Li, Peng Zhao, Zhi-Hua Zhou

  13572-13580

  2024-03-24

• Feature Fusion from Head to Tail for Long-Tailed Visual Recognition

  Mengke Li, Zhikai HU, Yang Lu, Weichao Lan, Yiu-ming Cheung, Hui Huang

  13581-13589

  2024-03-24

• Inducing Clusters Deep Kernel Gaussian Process for Longitudinal Data

  Junjie Liang, Weijieying Ren, Hanifi Sahar, Vasant Honavar

  13736-13743

  2024-03-24

• Value at Adversarial Risk: A Graph Defense Strategy against Cost-Aware Attacks

  Junlong Liao, Wenda Fu, Cong Wang, Zhongyu Wei, Jiarong Xu

  13763-13771

  2024-03-24

• Scaling Few-Shot Learning for the Open World

  Zhipeng Lin, Wenjing Yang, Haotian Wang, Haoang Chi, Long Lan, Ji Wang

  13846-13854

  2024-03-24

• ASWT-SGNN: Adaptive Spectral Wavelet Transform-Based Self-Supervised Graph Neural Network

  Ruyue Liu, Rong Yin, Yong Liu, Weiping Wang

  13990-13998

  2024-03-24

• Density Matters: Improved Core-Set for Active Domain Adaptive Segmentation

  Shizhan Liu, Zhengkai Jiang, Yuxi Li, Jinlong Peng, Yabiao Wang, Weiyao Lin

  13999-14007

  2024-03-24

• UFDA: Universal Federated Domain Adaptation with Practical Assumptions

  Xinhui Liu, Zhenghao Chen, Luping Zhou, Dong Xu, Wei Xi, Gairui Bai, Yihan Zhao, Jizhong Zhao

  14026-14034

  2024-03-24

• Backdoor Attacks via Machine Unlearning

  Zihao Liu, Tianhao Wang, Mengdi Huai, Chenglin Miao

  14115-14123

  2024-03-24

• Improving Expressive Power of Spectral Graph Neural Networks with Eigenvalue Correction

  Kangkang Lu, Yanhua Yu, Hao Fei, Xuan Li, Zixuan Yang, Zirui Guo, Meiyu Liang, Mengran Yin, Tat-Seng Chua

  14158-14166

  2024-03-24

• UniADS: Universal Architecture-Distiller Search for Distillation Gap

  Liming Lu, Zhenghan Chen, Xiaoyu Lu, Yihang Rao, Lujun Li, Shuchao Pang

  14167-14174

  2024-03-24

• Hard Regularization to Prevent Deep Online Clustering Collapse without Data Augmentation

  Louis Mahon, Thomas Lukasiewicz

  14281-14288

  2024-03-24

• Continuous Treatment Effect Estimation Using Gradient Interpolation and Kernel Smoothing

  Lokesh Nagalapatti, Akshay Iyer, Abir De, Sunita Sarawagi

  14397-14404

  2024-03-24

• Multi-Objective Bayesian Optimization with Active Preference Learning

  Ryota Ozaki, Kazuki Ishikawa, Youhei Kanzaki, Shion Takeno, Ichiro Takeuchi, Masayuki Karasuyama

  14490-14498

  2024-03-24

• FedLF: Layer-Wise Fair Federated Learning

  Zibin Pan, Chi Li, Fangchen Yu, Shuyi Wang, Haijin Wang, Xiaoying Tang, Junhua Zhao

  14527-14535

  2024-03-24