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• HAGO-Net: Hierarchical Geometric Message Passing for Molecular Representation Learning

  Hongbin Pei, Taile Chen, Chen A, Huiqi Deng, Jing Tao, Pinghui Wang, Xiaohong Guan

  14572-14580

  2024-03-24

• SigMaNet: One Laplacian to Rule Them All

  Stefano Fiorini, Stefano Coniglio, Michele Ciavotta, Enza Messina

  7568-7576

  2023-06-26

• Information Directed Sampling for Stochastic Bandits With Graph Feedback

  Fang Liu, Swapna Buccapatnam, Ness Shroff

  2018-04-29

• Graph Neural Networks with Heterophily

  Jiong Zhu, Ryan A. Rossi, Anup Rao, Tung Mai, Nedim Lipka, Nesreen K. Ahmed, Danai Koutra

  11168-11176

  2021-05-18

• VadCLIP: Adapting Vision-Language Models for Weakly Supervised Video Anomaly Detection

  Peng Wu, Xuerong Zhou, Guansong Pang, Lingru Zhou, Qingsen Yan, Peng Wang, Yanning Zhang

  6074-6082

  2024-03-24

• Business Entity Matching with Siamese Graph Convolutional Networks

  Evgeny Krivosheev, Mattia Atzeni, Katsiaryna Mirylenka, Paolo Scotton, Christoph Miksovic, Anton Zorin

  16054-16056

  2021-05-18

• Supervised Contrastive Few-Shot Learning for High-Frequency Time Series

  Xi Chen, Cheng Ge, Ming Wang, Jin Wang

  7069-7077

  2023-06-26

• An Euclidean Distance Based on Tensor Product Graph Diffusion Related Attribute Value Embedding for Nominal Data Clustering

  Lei Gu, Ningning Zhou, Yang Zhao

  2018-04-29

• Fuzzy-Classification Assisted Solution Preselection in Evolutionary Optimization

  Aimin Zhou, Jinyuan Zhang, Jianyong Sun, Guixu Zhang

  2403-2410

  2019-07-17

• Hierarchical Attention Transfer Network for Cross-Domain Sentiment Classification

  Zheng Li, Ying Wei, Yu Zhang, Qiang Yang

  2018-04-26

• Single-Label Multi-Class Image Classification by Deep Logistic Regression

  Qi Dong, Xiatian Zhu, Shaogang Gong

  3486-3493

  2019-07-17

• A Radical-Aware Attention-Based Model for Chinese Text Classification

  Hanqing Tao, Shiwei Tong, Hongke Zhao, Tong Xu, Binbin Jin, Qi Liu

  5125-5132

  2019-07-17

• Incentive-Compatible Classification

  Yakov Babichenko, Oren Dean, Moshe Tennenholtz

  7055-7062

  2020-04-03

• ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification

  Junfan Chen, Richong Zhang, Yongyi Mao, Jie Xu

  10492-10500

  2022-06-28

• Problems in Large-Scale Image Classification

  Yuchen Guo

  2017-02-12

• PointCVaR: Risk-Optimized Outlier Removal for Robust 3D Point Cloud Classification

  Xinke Li, Junchi Lu, Henghui Ding, Changsheng Sun, Joey Tianyi Zhou, Yeow Meng Chee

  21340-21348

  2024-03-24

• A Unified Shape-Aware Foundation Model for Time Series Classification

  Zhen Liu, Yucheng Wang, Boyuan Li, Junhao Zheng, Emadeldeen Eldele, Min Wu, Qianli Ma

  23972-23980

  2026-03-14

• A Label Disambiguation-Based Multimodal Massive Multiple Instance Learning Approach for Immune Repertoire Classification

  Fan Xu, Yu Zhao, Bingzhe Wu, Yueshan Huang, Qin Ren, Yang Xiao, Bing He, Jie Zheng, Jianhua Yao

  16138-16146

  2024-03-24

• Adaptive Region Embedding for Text Classification

  Liuyu Xiang, Xiaoming Jin, Lan Yi, Guiguang Ding

  7314-7321

  2019-07-17

• Category Prompt Mamba Network for Nuclei Segmentation and Classification

  Ye Zhang, Zijie Fang, Yifeng Wang, Lingbo Zhang, Xianchao Guan, Yongbing Zhang

  10284-10292

  2025-04-11

• GraphMix: Improved Training of GNNs for Semi-Supervised Learning

  Vikas Verma, Meng Qu, Kenji Kawaguchi, Alex Lamb, Yoshua Bengio, Juho Kannala, Jian Tang

  10024-10032

  2021-05-18

• Spectral Label Refinement for Noisy and Missing Text Labels

  Yangqiu Song, Chenguang Wang, Ming Zhang, Hailong Sun, Qiang Yang

  2015-02-21

• Dynamic Spiking Graph Neural Networks

  Nan Yin, Mengzhu Wang, Zhenghan Chen, Giulia De Masi, Huan Xiong, Bin Gu

  16495-16503

  2024-03-24

• Long-Tailed Out-of-Distribution Detection: Prioritizing Attention to Tail

  Yina He, Lei Peng, Yongcun Zhang, Juanjuan Weng, Shaozi Li, Zhiming Luo

  3446-3454

  2025-04-11

• Dynamic Entity-Masked Graph Diffusion Model for Histopathology Image Representation Learning

  Zhenfeng Zhuang, Min Cen, Yanfeng Li, Fangyu Zhou, Lequan Yu, Baptiste Magnier, Liansheng Wang

  11058-11066

  2025-04-11