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• Multi-Relational Graph Representation Learning with Bayesian Gaussian Process Network

  Guanzheng Chen, Jinyuan Fang, Zaiqiao Meng, Qiang Zhang, Shangsong Liang

  5530-5538

  2022-06-28

• GNN-Retro: Retrosynthetic Planning with Graph Neural Networks

  Peng Han, Peilin Zhao, Chan Lu, Junzhou Huang, Jiaxiang Wu, Shuo Shang, Bin Yao, Xiangliang Zhang

  4014-4021

  2022-06-28

• Simplicity Bias in Overparameterized Machine Learning

  Yakir Berchenko

  11052-11060

  2024-03-24

• Quantization-Aware Interval Bound Propagation for Training Certifiably Robust Quantized Neural Networks

  Mathias Lechner, Đorđe Žikelić, Krishnendu Chatterjee, Thomas A. Henzinger, Daniela Rus

  14964-14973

  2023-06-26

• Knowledge-Guided Object Discovery with Acquired Deep Impressions

  Jinyang Yuan, Bin Li, Xiangyang Xue

  10798-10806

  2021-05-18

• Adaptive Wavelet-Positional Encoding for High-Frequency Information Learning in Implicit Neural Representation

  Hongxu Zhao, Zelin Gao, Yue Wang, Rong Xiong, Yu Zhang

  10430-10438

  2025-04-11

• Coupled-View Deep Classifier Learning from Multiple Noisy Annotators

  Shikun Li, Shiming Ge, Yingying Hua, Chunhui Zhang, Hao Wen, Tengfei Liu, Weiqiang Wang

  4667-4674

  2020-04-03

• Where and How to Attack? A Causality-Inspired Recipe for Generating Counterfactual Adversarial Examples

  Ruichu Cai, Yuxuan Zhu, Jie Qiao, Zefeng Liang, Furui Liu, Zhifeng Hao

  11132-11140

  2024-03-24

• Active Learning for Domain Adaptation: An Energy-Based Approach

  Binhui Xie, Longhui Yuan, Shuang Li, Chi Harold Liu, Xinjing Cheng, Guoren Wang

  8708-8716

  2022-06-28

• Prior Gradient Mask Guided Pruning-Aware Fine-Tuning

  Linhang Cai, Zhulin An, Chuanguang Yang, Yangchun Yan, Yongjun Xu

  140-148

  2022-06-28

• Learning to Purify Noisy Labels via Meta Soft Label Corrector

  Yichen Wu, Jun Shu, Qi Xie, Qian Zhao, Deyu Meng

  10388-10396

  2021-05-18

• Modulation-Based Backdoors: Leveraging Amplitude and Frequency Patterns to Attack Speaker Recognition

  Hanbo Cai, Pengcheng Zhang, Yan Xiao, De Li, Hanting Chu, Ying Luo

  30-38

  2026-03-14

• Duplicate Question Identification by Integrating FrameNet With Neural Networks

  Xiaodong Zhang, Xu Sun, Houfeng Wang

  2018-04-26

• Simple and Effective Stochastic Neural Networks

  Tianyuan Yu, Yongxin Yang, Da Li, Timothy Hospedales, Tao Xiang

  3252-3260

  2021-05-18

• KerGNNs: Interpretable Graph Neural Networks with Graph Kernels

  Aosong Feng, Chenyu You, Shiqiang Wang, Leandros Tassiulas

  6614-6622

  2022-06-28

• Exploring Topological Properties in Artificial Neural Networks

  Sophia Pi

  29599-29601

  2025-04-11

• Mining Unfollow Behavior in Large-Scale Online Social Networks via Spatial-Temporal Interaction

  Haozhe Wu, Zhiyuan Hu, Jia Jia, Yaohua Bu, Xiangnan He, Tat-Seng Chua

  254-261

  2020-04-03

• Boosting Image De-Raining via Central-Surrounding Synergistic Convolution

  Long Peng, Yang Wang, Xin Di, PeizheXia , Xueyang Fu, Yang Cao, Zheng-Jun Zha

  6470-6478

  2025-04-11

• Multi-Scale Bidirectional FCN for Object Skeleton Extraction

  Fan Yang, Xin Li, Hong Cheng, Yuxiao Guo, Leiting Chen, Jianping Li

  2018-04-27

• Metric Residual Network for Sample Efficient Goal-Conditioned Reinforcement Learning

  Bo Liu, Yihao Feng, Qiang Liu, Peter Stone

  8799-8806

  2023-06-26

• On the Dataless Training of Neural Networks

  Alvaro Velasquez, Susmit Jha, Ismail R. Alkhouri

  41013-41019

  2026-03-14

• KAM Theory Meets Statistical Learning Theory: Hamiltonian Neural Networks with Non-zero Training Loss

  Yuhan Chen, Takashi Matsubara, Takaharu Yaguchi

  6322-6332

  2022-06-28

• SecDD: Efficient and Secure Method for Remotely Training Neural Networks (Student Abstract)

  Ilia Sucholutsky, Matthias Schonlau

  15897-15898

  2021-05-18

• Model Selection of Graph Signage Models Using Maximum Likelihood (Student Abstract)

  Angelina Brilliantova, Ivona Bezáková

  16168-16169

  2024-07-15

• MVCINN: Multi-View Diabetic Retinopathy Detection Using a Deep Cross-Interaction Neural Network

  Xiaoling Luo, Chengliang Liu, Waikeung Wong, Jie Wen, Xiaopeng Jin, Yong Xu

  8993-9001

  2023-06-26