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• Universal Adversarial Perturbations Through the Lens of Deep Steganography: Towards a Fourier Perspective

  Chaoning Zhang, Philipp Benz, Adil Karjauv, In So Kweon

  3296-3304

  2021-05-18

• Deep Extreme Transformer: Tackling Zero-Inflated Time Series for Precipitation Prediction

  Wentao Gao, Xiongren Chen, Xiaojing Du, Wenjun Yu, Andres Mauricio Cifuentes Bernal, Ziqi Xu

  38478-38486

  2026-03-14

• Unsupervised Feature Selection on Networks: A Generative View

  Xiaokai Wei, Bokai Cao, Philip S. Yu

  2016-03-02

• Heterogeneous Attributed Network Embedding with Graph Convolutional Networks

  Yueyang Wang, Ziheng Duan, Binbing Liao, Fei Wu, Yueting Zhuang

  10061-10062

  2019-07-17

• GraphAvatar: Compact Head Avatars with GNN-Generated 3D Gaussians

  Xiaobao Wei, Peng Chen, Ming Lu, Hui Chen, Feng Tian

  8295-8303

  2025-04-11

• Fast Approximations for Job Shop Scheduling: A Lagrangian Dual Deep Learning Method

  James Kotary, Ferdinando Fioretto, Pascal Van Hentenryck

  7239-7246

  2022-06-28

• StructInf: Mining Structural Influence from Social Streams

  Jing Zhang, Jie Tang, Yuanyi Zhong, Yuchen Mo, Juanzi Li, Guojie Song, Wendy Hall, Jimeng Sun

  2017-02-10

• DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding

  Tao Shen, Tianyi Zhou, Guodong Long, Jing Jiang, Shirui Pan, Chengqi Zhang

  2018-04-27

• Hybrid Attentive Answer Selection in CQA With Deep Users Modelling

  Jiahui Wen, Jingwei Ma, Yiliu Feng, Mingyang Zhong

  2018-04-26

• Deep Gaussian Process for Crop Yield Prediction Based on Remote Sensing Data

  Jiaxuan You, Xiaocheng Li, Melvin Low, David Lobell, Stefano Ermon

  2017-02-12

• DeepFix: Fixing Common C Language Errors by Deep Learning

  Rahul Gupta, Soham Pal, Aditya Kanade, Shirish Shevade

  2017-02-12

• Dynamic Layer Aggregation for Neural Machine Translation with Routing-by-Agreement

  Zi-Yi Dou, Zhaopeng Tu, Xing Wang, Longyue Wang, Shuming Shi, Tong Zhang

  86-93

  2019-07-17

• Universum Prescription: Regularization Using Unlabeled Data

  Xiang Zhang, Yann LeCun

  2017-02-13

• GANs Unplugged

  Patrick Virtue

  15664-15668

  2021-05-18

• Non-autoregressive Translation with Layer-Wise Prediction and Deep Supervision

  Chenyang Huang, Hao Zhou, Osmar R. Zaïane, Lili Mou, Lei Li

  10776-10784

  2022-06-28

• AutoDropout: Learning Dropout Patterns to Regularize Deep Networks

  Hieu Pham, Quoc Le

  9351-9359

  2021-05-18

• PhysicsCorrect: A Training-Free Approach for Stable Neural PDE Simulations

  Xinquan Huang, Paris Perdikaris

  22057-22065

  2026-03-14

• AutoShrink: A Topology-Aware NAS for Discovering Efficient Neural Architecture

  Tunhou Zhang, Hsin-Pai Cheng, Zhenwen Li, Feng Yan, Chengyu Huang, Hai Li, Yiran Chen

  6829-6836

  2020-04-03

• Multi-Channel Encoder for Neural Machine Translation

  Hao Xiong, Zhongjun He, Xiaoguang Hu, Hua Wu

  2018-04-26

• Infomax Neural Joint Source-Channel Coding via Adversarial Bit Flip

  Yuxuan Song, Minkai Xu, Lantao Yu, Hao Zhou, Shuo Shao, Yong Yu

  5834-5841

  2020-04-03

• Continual Out-of-Distribution Detection with Analytic Neural Collapse

  Saleh Momeni, Changnan Xiao, Bing Liu

  15564-15572

  2026-03-14

• End-to-end Semantic Role Labeling with Neural Transition-based Model

  Hao Fei, Meishan Zhang, Bobo Li, Donghong Ji

  12803-12811

  2021-05-18

• Dust-Mamba: An Efficient Dust Storm Detection Network with Multiple Data Sources

  Cong Bai, Zhonghao Lin, Jinglin Zhang, Shengyong Chen

  27813-27821

  2025-04-11

• Stochastic Loss Function

  Qingliang Liu, Jinmei Lai

  4884-4891

  2020-04-03

• Attribute-Guided Adversarial Training for Robustness to Natural Perturbations

  Tejas Gokhale, Rushil Anirudh, Bhavya Kailkhura, Jayaraman J. Thiagarajan, Chitta Baral, Yezhou Yang

  7574-7582

  2021-05-18