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• An Operator Theoretic Approach for Analyzing Sequence Neural Networks

  Ilan Naiman, Omri Azencot

  9268-9276

  2023-06-26

• NN-Steiner: A Mixed Neural-Algorithmic Approach for the Rectilinear Steiner Minimum Tree Problem

  Andrew B. Kahng, Robert R. Nerem, Yusu Wang, Chien-Yi Yang

  13022-13030

  2024-03-24

• Optimizing Information Theory Based Bitwise Bottlenecks for Efficient Mixed-Precision Activation Quantization

  Xichuan Zhou, Kui Liu, Cong Shi, Haijun Liu, Ji Liu

  3590-3598

  2021-05-18

• Efficient Model-Driven Network for Shadow Removal

  Yurui Zhu, Zeyu Xiao, Yanchi Fang, Xueyang Fu, Zhiwei Xiong, Zheng-Jun Zha

  3635-3643

  2022-06-28

• RecurJac: An Efficient Recursive Algorithm for Bounding Jacobian Matrix of Neural Networks and Its Applications

  Huan Zhang, Pengchuan Zhang, Cho-Jui Hsieh

  5757-5764

  2019-07-17

• Differentially Private and Fair Deep Learning: A Lagrangian Dual Approach

  Cuong Tran, Ferdinando Fioretto, Pascal Van Hentenryck

  9932-9939

  2021-05-18

• Informative Subgraph Extraction with Deep Reinforcement Learning for Drug-Drug Interaction Prediction

  Jiancong Xie, Wentao Wei, Chi Zhang, Jiahua Rao, Yuedong Yang

  1319-1327

  2026-03-14

• DHAKR: Learning Deep Hierarchical Attention-Based Kernelized Representations for Graph Classification

  Feifei Qian, Lu Bai, Lixin Cui, Ming Li, Ziyu Lyu, Hangyuan Du, Edwin Hancock

  19995-20003

  2025-04-11

• Amplifying Diversity and Quality in Commonsense Knowledge Graph Completion (Student Abstract)

  Liu Yu, Fenghui Tian, Ping Kuang, Fan Zhou

  23699-23700

  2024-03-24

• Rocket Launching: A Universal and Efficient Framework for Training Well-Performing Light Net

  Guorui Zhou, Ying Fan, Runpeng Cui, Weijie Bian, Xiaoqiang Zhu, Kun Gai

  2018-04-29

• On the Practical Robustness of the Nesterov’s Accelerated Quasi-Newton Method

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

  12884-12885

  2022-06-28

• Multiscale Attention Wavelet Neural Operator for Capturing Steep Trajectories in Biochemical Systems

  Jiayang Su, Junbo Ma, Songyang Tong, Enze Xu, Minghan Chen

  15100-15107

  2024-03-24

• Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting

  Haoyi Zhou, Shanghang Zhang, Jieqi Peng, Shuai Zhang, Jianxin Li, Hui Xiong, Wancai Zhang

  11106-11115

  2021-05-18

• Accelerating Adversarially Robust Model Selection for Deep Neural Networks via Racing

  Matthias König, Holger H. Hoos, Jan N. van Rijn

  21267-21275

  2024-03-24

• Towards Learnable Anchor for Deep Multi-View Clustering

  Bocheng Wang, Chusheng Zeng, Mulin Chen, Xuelong Li

  21044-21052

  2025-04-11

• When Will You Arrive? Estimating Travel Time Based on Deep Neural Networks

  Dong Wang, Junbo Zhang, Wei Cao, Jian Li, Yu Zheng

  2018-04-26

• ProtGNN: Towards Self-Explaining Graph Neural Networks

  Zaixi Zhang, Qi Liu, Hao Wang, Chengqiang Lu, Cheekong Lee

  9127-9135

  2022-06-28

• Evaluating Explanations of Relational Graph Convolutional Network Link Predictions on Knowledge Graphs

  Nicholas Halliwell

  12880-12881

  2022-06-28

• DANets: Deep Abstract Networks for Tabular Data Classification and Regression

  Jintai Chen, Kuanlun Liao, Yao Wan, Danny Z. Chen, Jian Wu

  3930-3938

  2022-06-28

• Predicting Links in Plant-Pollinator Interaction Networks Using Latent Factor Models With Implicit Feedback

  Eugene Seo, Rebecca Hutchinson

  2018-04-25

• Ranking Users in Social Networks With Higher-Order Structures

  Huan Zhao, Xiaogang Xu, Yangqiu Song, Dik Lun Lee, Zhao Chen, Han Gao

  2018-04-25

• Learning Ensembles of Cutset Networks

  Tahrima Rahman, Vibhav Gogate

  2016-03-05

• DeAR: A Deep-Learning-Based Audio Re-recording Resilient Watermarking

  Chang Liu, Jie Zhang, Han Fang, Zehua Ma, Weiming Zhang, Nenghai Yu

  13201-13209

  2023-06-26

• Towards Faithfulness in Open Domain Table-to-text Generation from an Entity-centric View

  Tianyu Liu, Xin Zheng, Baobao Chang, Zhifang Sui

  13415-13423

  2021-05-18

• Higher-Order Graph Convolutional Network with Flower-Petals Laplacians on Simplicial Complexes

  Yiming Huang, Yujie Zeng, Qiang Wu, Linyuan Lü

  12653-12661

  2024-03-24