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• Super Level Sets and Exponential Decay: A Synergistic Approach to Stable Neural Network Training (Abstract Reprint)

  Jatin Chaudhary, Dipak Nidhi, Jukka Heikkonen, Harri Merisaari, Rajeev Kumar Kanth

  39859-39859

  2026-03-14

• System Identification with Time-Aware Neural Sequence Models

  Thomas Demeester

  3757-3764

  2020-04-03

• Recurrent Neural Network Controllers Synthesis with Stability Guarantees for Partially Observed Systems

  Fangda Gu, He Yin, Laurent El Ghaoui, Murat Arcak, Peter Seiler, Ming Jin

  5385-5394

  2022-06-28

• Adaptive Kernel Graph Neural Network

  Mingxuan Ju, Shifu Hou, Yujie Fan, Jianan Zhao, Yanfang Ye, Liang Zhao

  7051-7058

  2022-06-28

• Neural Time-Reversed Generalized Riccati Equation

  Alessandro Betti, Michele Casoni, Marco Gori, Simone Marullo, Stefano Melacci, Matteo Tiezzi

  7935-7942

  2024-03-24

• Framework GNN-AID: Graph Neural Network Analysis, Interpretation and Defense

  Kirill Lukianov, Mikhail Drobyshevskiy, Georgii Sazonov, Mikhail Soloviov, Ilya Makarov

  41634-41636

  2026-03-14

• COMBHelper: A Neural Approach to Reduce Search Space for Graph Combinatorial Problems

  Hao Tian, Sourav Medya, Wei Ye

  20812-20820

  2024-03-24

• Dynamic Algorithm Termination for Branch-and-Bound-based Neural Network Verification

  Konstantin Kaulen, Matthias König, Holger H. Hoos

  27356-27364

  2025-04-11

• NeAF: Learning Neural Angle Fields for Point Normal Estimation

  Shujuan Li, Junsheng Zhou, Baorui Ma, Yu-Shen Liu, Zhizhong Han

  1396-1404

  2023-06-26

• DeepSN: A Sheaf Neural Framework for Influence Maximization

  Asela Hevapathige, Qing Wang, Ahad N. Zehmakan

  17177-17185

  2025-04-11

• Reward-Biased Maximum Likelihood Estimation for Neural Contextual Bandits: A Distributional Learning Perspective

  Yu-Heng Hung, Ping-Chun Hsieh

  7944-7952

  2023-06-26

• Integrating Relation Constraints with Neural Relation Extractors

  Yuan Ye, Yansong Feng, Bingfeng Luo, Yuxuan Lai, Dongyan Zhao

  9442-9449

  2020-04-03

• Bayesian Federated Neural Matching That Completes Full Information

  Peng Xiao, Samuel Cheng

  10473-10480

  2023-06-26

• Dynamic Heterogeneous Graph Attention Neural Architecture Search

  Zeyang Zhang, Ziwei Zhang, Xin Wang, Yijian Qin, Zhou Qin, Wenwu Zhu

  11307-11315

  2023-06-26

• Interpretable Chirality-Aware Graph Neural Network for Quantitative Structure Activity Relationship Modeling in Drug Discovery

  Yunchao (Lance) Liu, Yu Wang, Oanh Vu, Rocco Moretti, Bobby Bodenheimer, Jens Meiler, Tyler Derr

  14356-14364

  2023-06-26

• A Semidefinite Relaxation Based Branch-and-Bound Method for Tight Neural Network Verification

  Jianglin Lan, Benedikt Brückner, Alessio Lomuscio

  14946-14954

  2023-06-26

• Neural Policy Safety Verification via Predicate Abstraction: CEGAR

  Marcel Vinzent, Siddhant Sharma, Jöerg Hoffmann

  15188-15196

  2023-06-26

• Spatial-Frequency Spiking Neural Network for Underwater Object Detection

  Long Chen, Wei Miao, Xin Gao, Yunzhi Zhuge, Hongming Xu, Yaxin Li, Qi Xu

  20217-20225

  2026-03-14

• Generalized Implicit Neural Representations for Dynamic Molecular Surface Modeling

  Fang Wu, Bozhen Hu, Stan Z. Li

  877-885

  2025-04-11

• r-BTN: Cross-Domain Face Composite and Synthesis From Limited Facial Patches

  Yang Song, Zhifei Zhang, Hairong Qi

  2018-04-26

• RSDNE: Exploring Relaxed Similarity and Dissimilarity from Completely-Imbalanced Labels for Network Embedding

  Zheng Wang, Xiaojun Ye, Chaokun Wang, Yuexin Wu, Changping Wang, Kaiwen Liang

  2018-04-25

• Marginalized Denoising for Link Prediction and Multi-Label Learning

  Zheng Chen, Minmin Chen, Kilian Weinberger, Weixiong Zhang

  2015-02-18

• Sampling Partial Acyclic Orientations in Chordal Graphs by the Lovasz Local Lemma (Student Abstract)

  Wenbo Sun, Ivona Bezáková

  15901-15902

  2021-05-18

• Neighbor Contrastive Learning on Learnable Graph Augmentation

  Xiao Shen, Dewang Sun, Shirui Pan, Xi Zhou, Laurence T. Yang

  9782-9791

  2023-06-26

• A Simple Unified Approach to Testing High-Dimensional Conditional Independences for Categorical and Ordinal Data

  Ankur Ankan, Johannes Textor

  12180-12188

  2023-06-26