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• 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

• 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

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

  Ramesh Nallapati, Feifei Zhai, Bowen Zhou

  2017-02-12

• 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

• 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

• 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

• 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

• 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

• 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

• Residual Hyperbolic Graph Convolution Networks

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

  16247-16254

  2024-03-24

• 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

• 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

• 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

• Optimizing Health Coverage in Ethiopia: A Learning-augmented Approach and Persistent Proportionality Under an Online Budget

  Davin Choo, Yohai Trabelsi, Fentabil Getnet, Samson Warkaye Lamma, Wondesen Nigatu, Kasahun Sime, Lisa Matay, Milind Tambe, Stéphane Verguet

  38313-38320

  2026-03-14

• PROTECT: An Application of Computational Game Theory for the Security of the Ports of the United States

  Eric Shieh, Bo An, Rong Yang, Milind Tambe, Craig Baldwin, Joseph DiRenzo, Ben Maule, Garrett Meyer

  2173-2179

  2021-09-20

• Fast Optimal Clearing of Capped-Chain Barter Exchanges

  Benjamin Plaut, John Dickerson, Tuomas Sandholm

  2016-02-21

• 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