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• From Toxic to Trustworthy: Using Self-Distillation and Semi-supervised Methods to Refine Neural Networks

  Xianda Zhang, Baolin Zheng, Jianbao Hu, Chengyang Li, Xiaoying Bai

  16873-16880

  2024-03-24

• Dynamic Spatial-Temporal Graph Convolutional Neural Networks for Traffic Forecasting

  Zulong Diao, Xin Wang, Dafang Zhang, Yingru Liu, Kun Xie, Shaoyao He

  890-897

  2019-07-17

• MultiplexNet: Towards Fully Satisfied Logical Constraints in Neural Networks

  Nick Hoernle, Rafael Michael Karampatsis, Vaishak Belle, Kobi Gal

  5700-5709

  2022-06-28

• FaceCoresetNet: Differentiable Coresets for Face Set Recognition

  Gil Shapira, Yosi Keller

  4748-4756

  2024-03-24

• NondBREM: Nondeterministic Offline Reinforcement Learning for Large-Scale Order Dispatching

  Hongbo Zhang, Guang Wang, Xu Wang, Zhengyang Zhou, Chen Zhang, Zheng Dong, Yang Wang

  401-409

  2024-03-25

• A Plug-and-Play Quaternion Message-Passing Module for Molecular Conformation Representation

  Angxiao Yue, Dixin Luo, Hongteng Xu

  16633-16641

  2024-03-24

• Towards OOD Generalization in Dynamic Graphs via Causal Invariant Learning

  Xinxun Zhang, Pengfei Jiao, Mengzhou Gao, Tianpeng Li, Xuan Guo

  16379-16387

  2026-03-14

• Sim-to-Real: An Unsupervised Noise Layer for Screen-Camera Watermarking Robustness

  Yufeng Wu, Xin Liao, Baowei Wang, Han Fang, Xiaoshuai Wu, Mingyue Chen, Guiling Wang

  1303-1310

  2026-03-14

• Subgraph Invariant Learning Towards Large-Scale Graph Node Classification

  Leilei Wang, Si Shi, Fei Ma, Fei Richard Yu, Pengteng Li, Ying Tiffany He

  21144-21152

  2025-04-11

• Controllable Image-to-Video Translation: A Case Study on Facial Expression Generation

  Lijie Fan, Wenbing Huang, Chuang Gan, Junzhou Huang, Boqing Gong

  3510-3517

  2019-07-17

• Parallel Restarted SGD with Faster Convergence and Less Communication: Demystifying Why Model Averaging Works for Deep Learning

  Hao Yu, Sen Yang, Shenghuo Zhu

  5693-5700

  2019-07-17

• Physics-Informed Deep Learning for Traffic State Estimation: A Hybrid Paradigm Informed By Second-Order Traffic Models

  Rongye Shi, Zhaobin Mo, Xuan Di

  540-547

  2021-05-18

• Hierarchical Deep Feature Learning for Decoding Imagined Speech from EEG

  Pramit Saha, Sidney Fels

  10019-10020

  2019-07-17

• Efficient Deep Image Denoising via Class Specific Convolution

  Lu Xu, Jiawei Zhang, Xuanye Cheng, Feng Zhang, Xing Wei, Jimmy Ren

  3039-3046

  2021-05-18

• Large Batch Optimization for Deep Learning Using New Complete Layer-Wise Adaptive Rate Scaling

  Zhouyuan Huo, Bin Gu, Heng Huang

  7883-7890

  2021-05-18

• RG-GAN: Dynamic Regenerative Pruning for Data-Efficient Generative Adversarial Networks

  Divya Saxena, Jiannong Cao, Jiahao Xu, Tarun Kulshrestha

  4704-4712

  2024-03-24

• AutoZOOM: Autoencoder-Based Zeroth Order Optimization Method for Attacking Black-Box Neural Networks

  Chun-Chen Tu, Paishun Ting, Pin-Yu Chen, Sijia Liu, Huan Zhang, Jinfeng Yi, Cho-Jui Hsieh, Shin-Ming Cheng

  742-749

  2019-07-17

• Explaining Convolutional Neural Networks through Attribution-Based Input Sampling and Block-Wise Feature Aggregation

  Sam Sattarzadeh, Mahesh Sudhakar, Anthony Lem, Shervin Mehryar, Konstantinos N Plataniotis, Jongseong Jang, Hyunwoo Kim, Yeonjeong Jeong, Sangmin Lee, Kyunghoon Bae

  11639-11647

  2021-05-18

• Amodal Scene Analysis via Holistic Occlusion Relation Inference and Generative Mask Completion

  Bowen Zhang, Qing Liu, Jianming Zhang, Yilin Wang, Liyang Liu, Zhe Lin, Yifan Liu

  6997-7005

  2024-03-24

• Adaptive Dataset Quantization

  Muquan Li, Dongyang Zhang, Qiang Dong, Xiurui Xie, Ke Qin

  12093-12101

  2025-04-11

• Joint-Label Learning by Dual Augmentation for Time Series Classification

  Qianli Ma, Zhenjing Zheng, Jiawei Zheng, Sen Li, Wanqing Zhuang, Garrison W. Cottrell

  8847-8855

  2021-05-18

• AesFA: An Aesthetic Feature-Aware Arbitrary Neural Style Transfer

  Joonwoo Kwon, Sooyoung Kim, Yuewei Lin, Shinjae Yoo, Jiook Cha

  13310-13319

  2024-03-24

• Molecular Property Prediction: A Multilevel Quantum Interactions Modeling Perspective

  Chengqiang Lu, Qi Liu, Chao Wang, Zhenya Huang, Peize Lin, Lixin He

  1052-1060

  2019-07-17

• Deep Reinforcement Learning with Time-Scale Invariant Memory

  Md Rysul Kabir, James Mochizuki-Freeman, Zoran Tiganj

  1345-1354

  2025-04-11

• LERE: Learning-Based Low-Rank Matrix Recovery with Rank Estimation

  Zhengqin Xu, Yulun Zhang, Chao Ma, Yichao Yan, Zelin Peng, Shoulie Xie, Shiqian Wu, Xiaokang Yang

  16228-16236

  2024-03-24