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• Learning Accurate and Interpretable Decision Rule Sets from Neural Networks

  Litao Qiao, Weijia Wang, Bill Lin

  4303-4311

  2021-05-18

• Prompt-based Unifying Inference Attack on Graph Neural Networks

  Yuecen Wei, Xingcheng Fu, Lingyun Liu, Qingyun Sun, Hao Peng, Chunming Hu

  12836-12844

  2025-04-11

• NeuSurf: On-Surface Priors for Neural Surface Reconstruction from Sparse Input Views

  Han Huang, Yulun Wu, Junsheng Zhou, Ge Gao, Ming Gu, Yu-Shen Liu

  2312-2320

  2024-03-24

• Introducing Machine Learning Concepts by Training a Neural Network to Recognize Hand Gestures

  Alessandro Giusti, David Huber, Luca Gambardella

  2018-04-27

• When Genes Speak: A Semantic-Guided Framework for Spatially Resolved Transcriptomics Data Clustering

  Jiangkai Long, Yanran Zhu, Chang Tang, Kun Sun, Yuanyuan Liu, Xuesong Yan

  800-808

  2026-03-14

• Online Multi-Target Tracking Using Recurrent Neural Networks

  Anton Milan, S. Hamid Rezatofighi, Anthony Dick, Ian Reid, Konrad Schindler

  2017-02-12

• Neurosymbolic Reasoning and Learning with Restricted Boltzmann Machines

  Son N. Tran, Artur d'Avila Garcez

  6558-6565

  2023-06-26

• Sparse Deep Transfer Learning for Convolutional Neural Network

  Jiaming Liu, Yali Wang, Yu Qiao

  2017-02-13

• Boosted Dynamic Neural Networks

  Haichao Yu, Haoxiang Li, Gang Hua, Gao Huang, Humphrey Shi

  10989-10997

  2023-06-26

• Examples-Rules Guided Deep Neural Network for Makeup Recommendation

  Taleb Alashkar, Songyao Jiang, Shuyang Wang, Yun Fu

  2017-02-12

• Dynamic Ensemble of Low-Fidelity Experts: Mitigating NAS “Cold-Start”

  Junbo Zhao, Xuefei Ning, Enshu Liu, Binxin Ru, Zixuan Zhou, Tianchen Zhao, Chen Chen, Jiajin Zhang, Qingmin Liao, Yu Wang

  11316-11326

  2023-06-26

• Overcoming Catastrophic Forgetting in Graph Neural Networks

  Huihui Liu, Yiding Yang, Xinchao Wang

  8653-8661

  2021-05-18

• Scalable Spatiotemporal Graph Neural Networks

  Andrea Cini, Ivan Marisca, Filippo Maria Bianchi, Cesare Alippi

  7218-7226

  2023-06-26

• FutureMatch: Combining Human Value Judgments and Machine Learning to Match in Dynamic Environments

  John Dickerson, Tuomas Sandholm

  2015-02-10

• Sim911: Towards Effective and Equitable 9-1-1 Dispatcher Training with an LLM-Enabled Simulation

  Zirong Chen, Elizabeth Chason, Noah Mladenovski, Erin Wilson, Kristin Mullen, Stephen Martini, Meiyi Ma

  27896-27904

  2025-04-11

• Better Matching, Less Forgetting: A Quality-Guided Matcher for Transformer-based Incremental Object Detection

  Qirui Wu, Shizhou Zhang, De Cheng, Yinghui Xing, Lingyan Ran, Dahu Shi, Peng Wang

  10718-10726

  2026-03-14

• Learning Step Size Controllers for Robust Neural Network Training

  Christian Daniel, Jonathan Taylor, Sebastian Nowozin

  2016-02-21

• Deep Latent Regularity Network for Modeling Stochastic Partial Differential Equations

  Shiqi Gong, Peiyan Hu, Qi Meng, Yue Wang, Rongchan Zhu, Bingguang Chen, Zhiming Ma, Hao Ni, Tie-Yan Liu

  7740-7747

  2023-06-26

• Partial-Label and Structure-constrained Deep Coupled Factorization Network

  Yan Zhang, Zhao Zhang, Yang Wang, Zheng Zhang, Li Zhang, Shuicheng Yan, Meng Wang

  10948-10955

  2021-05-18

• Predicting Latent Narrative Mood Using Audio and Physiologic Data

  Tuka AlHanai, Mohammad Ghassemi

  2017-02-12

• A Novel Visual Interpretability for Deep Neural Networks by Optimizing Activation Maps with Perturbation

  Qinglong Zhang, Lu Rao, Yubin Yang

  3377-3384

  2021-05-18

• Looking Wider for Better Adaptive Representation in Few-Shot Learning

  Jiabao Zhao, Yifan Yang, Xin Lin, Jing Yang, Liang He

  10981-10989

  2021-05-18

• ProxyBO: Accelerating Neural Architecture Search via Bayesian Optimization with Zero-Cost Proxies

  Yu Shen, Yang Li, Jian Zheng, Wentao Zhang, Peng Yao, Jixiang Li, Sen Yang, Ji Liu, Bin Cui

  9792-9801

  2023-06-26

• NP-MiSR: Neural Process-based Multi-Interest Learning for Session-Based Recommendation

  Jun Bao, Junbo Wang, Yiheng Jiang, Xiangfeng Liu, Mingyang Lv, Yuanbo Xu

  14467-14474

  2026-03-14

• Trusted Multi-View Deep Learning with Opinion Aggregation

  Wei Liu, Xiaodong Yue, Yufei Chen, Thierry Denoeux

  7585-7593

  2022-06-28