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• EffConv: Efficient Learning of Kernel Sizes for Convolution Layers of CNNs

  Alireza Ganjdanesh, Shangqian Gao, Heng Huang

  7604-7612

  2023-06-26

• Substructure Assembling Network for Graph Classification

  Xiaohan Zhao, Bo Zong, Ziyu Guan, Kai Zhang, Wei Zhao

  2018-04-29

• Sample-Specific Output Constraints for Neural Networks

  Mathis Brosowsky, Florian Keck, Olaf Dünkel, Marius Zöllner

  6812-6821

  2021-05-18

• Deep Hypergraph Neural Networks with Tight Framelets

  Ming Li, Yujie Fang, Yi Wang, Han Feng, Yongchun Gu, Lu Bai, Pietro Liò

  18385-18392

  2025-04-11

• NLGT: Neighborhood-based and Label-enhanced Graph Transformer Framework for Node Classification

  Xiaolong Xu, Yibo Zhou, Haolong Xiang, Xiaoyong Li, Xuyun Zhang, Lianyong Qi, Wanchun Dou

  12954-12962

  2025-04-11

• Exposing the Deception: Uncovering More Forgery Clues for Deepfake Detection

  Zhongjie Ba, Qingyu Liu, Zhenguang Liu, Shuang Wu, Feng Lin, Li Lu, Kui Ren

  719-728

  2024-03-24

• Automatic Paper Reviewing with Heterogeneous Graph Reasoning over LLM-Simulated Reviewer-Author Debates

  Shuaimin Li, Liyang Fan, Yufang Lin, Zeyang Li, Xian Wei, Shiwen Ni, Hamid Alinejad-Rokny, Min Yang

  31717-31725

  2026-03-14

• Being Friends Instead of Adversaries: Deep Networks Learn from Data Simplified by Other Networks

  Simone Marullo, Matteo Tiezzi, Marco Gori, Stefano Melacci

  7728-7735

  2022-06-28

• STDEN: Towards Physics-Guided Neural Networks for Traffic Flow Prediction

  Jiahao Ji, Jingyuan Wang, Zhe Jiang, Jiawei Jiang, Hu Zhang

  4048-4056

  2022-06-28

• Knowledge-aware Coupled Graph Neural Network for Social Recommendation

  Chao Huang, Huance Xu, Yong Xu, Peng Dai, Lianghao Xia, Mengyin Lu, Liefeng Bo, Hao Xing, Xiaoping Lai, Yanfang Ye

  4115-4122

  2021-05-18

• SummaRuNNer: A Recurrent Neural Network Based Sequence Model for Extractive Summarization of Documents

  Ramesh Nallapati, Feifei Zhai, Bowen Zhou

  2017-02-12

• Residual Hyperbolic Graph Convolution Networks

  Yangkai Xue, Jindou Dai, Zhipeng Lu, Yuwei Wu, Yunde Jia

  16247-16254

  2024-03-24

• Fine-Grained Recurrent Neural Networks for Automatic Prostate Segmentation in Ultrasound Images

  Xin Yang, Lequan Yu, Lingyun Wu, Yi Wang, Dong Ni, Jing Qin, Pheng-Ann Heng

  2017-02-12

• Exploration on Physics-Informed Neural Networks on Partial Differential Equations (Student Abstract)

  Hoa Ta, Shi Wen Wong, Nathan McClanahan, Jung-Han Kimn, Kaiqun Fu

  16344-16345

  2024-07-15

• MaxEnt Loss: Calibrating Graph Neural Networks under Out-of-Distribution Shift (Student Abstract)

  Dexter Neo

  23594-23596

  2024-03-24

• Can Graph Neural Networks Learn to Solve the MaxSAT Problem? (Student Abstract)

  Minghao Liu, Pei Huang, Fuqi Jia, Fan Zhang, Yuchen Sun, Shaowei Cai, Feifei Ma, Jian Zhang

  16264-16265

  2024-07-15

• A Stochastic Momentum Accelerated Quasi-Newton Method for Neural Networks (Student Abstract)

  S. Indrapriyadarsini, Shahrzad Mahboubi, Hiroshi Ninomiya, Takeshi Kamio, Hideki Asai

  12973-12974

  2022-06-28

• How Images Inspire Poems: Generating Classical Chinese Poetry from Images with Memory Networks

  Linli Xu, Liang Jiang, Chuan Qin, Zhe Wang, Dongfang Du

  2018-04-27

• BERTground: A Transformer-Based Model of Background Spectra on the ISS-Based NICER Space Telescope

  Anh N. Nhu, Abderahmen Zoghbi

  22955-22961

  2024-03-24

• Harnessing the Power of SVD: An SVA Module for Enhanced Signal Classification

  Lei Zhai, Shuyuan Yang, Yitong Li, Zhixi Feng, Zhihao Chang, Quanwei Gao

  16669-16677

  2024-03-24

• Balancing Privacy and Performance: A Many-in-One Approach for Image Anonymization

  Xuemei Jia, Jiawei Du, Hui Wei, Ruinian Xue, Zheng Wang, Hongyuan Zhu, Jun Chen

  17608-17616

  2025-04-11

• Scalable Verification of Quantized Neural Networks

  Thomas A. Henzinger, Mathias Lechner, Đorđe Žikelić

  3787-3795

  2021-05-18

• Noninvasive Lung Cancer Early Detection via Deep Methylation Representation Learning

  Xiangrui Cai, Jinsheng Tao, Shichao Wang, Zhiyu Wang, Jiaxian Wang, Mei Li, Hong Wang, Xixiang Tu, Hao Yang, Jian-Bing Fan, Hua Ji

  11828-11836

  2022-06-28

• Deep Learning for Case-Based Reasoning Through Prototypes: A Neural Network That Explains Its Predictions

  Oscar Li, Hao Liu, Chaofan Chen, Cynthia Rudin

  2018-04-29

• T-distributed Spherical Feature Representation for Imbalanced Classification

  Xiaoyu Yang, Yufei Chen, Xiaodong Yue, Shaoxun Xu, Chao Ma

  10825-10833

  2023-06-26