| 1 |
Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting
Bing Yu, Haoteng Yin, Zhanxing Zhu
|
👻
Ghosted
|
cs.LG
|
4.6K |
8 years ago |
| 2 |
DeepFM: A Factorization-Machine based Neural Network for CTR Prediction
Huifeng Guo, Ruiming Tang, ... (+3 more)
|
👻
Ghosted
|
cs.IR
|
3.0K |
9 years ago |
| 3 |
A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction
Yao Qin, Dongjin Song, ... (+4 more)
|
👻
Ghosted
|
cs.LG
|
1.4K |
8 years ago |
| 4 |
Recurrent Neural Network for Text Classification with Multi-Task Learning
Pengfei Liu, Xipeng Qiu, Xuanjing Huang
|
👻
Ghosted
|
cs.CL
|
1.3K |
9 years ago |
| 5 |
Deep Forest
Zhi-Hua Zhou, Ji Feng
|
👻
Ghosted
|
cs.LG
|
1.1K |
9 years ago |
| 6 |
Interactive Attention Networks for Aspect-Level Sentiment Classification
Dehong Ma, Sujian Li, ... (+2 more)
|
👻
Ghosted
|
cs.AI
|
1.1K |
8 years ago |
| 7 |
Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks
Yang He, Guoliang Kang, ... (+3 more)
|
🌅
Old Age
|
cs.CV
|
1.0K |
7 years ago |
| 8 |
Generating Adversarial Examples with Adversarial Networks
Chaowei Xiao, Bo Li, ... (+4 more)
|
👻
Ghosted
|
cs.CR
|
1.0K |
8 years ago |
| 9 |
Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks
Jun Xiao, Hao Ye, ... (+4 more)
|
🌅
Old Age
|
cs.LG
|
986 |
8 years ago |
| 10 |
Deep, Convolutional, and Recurrent Models for Human Activity Recognition using Wearables
Nils Y. Hammerla, Shane Halloran, Thomas Ploetz
|
👻
Ghosted
|
cs.LG
|
956 |
9 years ago |
| 11 |
Interpolation Consistency Training for Semi-Supervised Learning
Vikas Verma, Kenji Kawaguchi, ... (+5 more)
|
👻
Ghosted
|
stat.ML
|
875 |
7 years ago |
| 12 |
Behavioral Cloning from Observation
Faraz Torabi, Garrett Warnell, Peter Stone
|
👻
Ghosted
|
cs.AI
|
869 |
7 years ago |
| 13 |
Imaging Time-Series to Improve Classification and Imputation
Zhiguang Wang, Tim Oates
|
👻
Ghosted
|
cs.LG
|
846 |
10 years ago |
| 14 |
Bilateral Multi-Perspective Matching for Natural Language Sentences
Zhiguo Wang, Wael Hamza, Radu Florian
|
👻
Ghosted
|
cs.AI
|
835 |
9 years ago |
| 15 |
Variational Deep Embedding: An Unsupervised and Generative Approach to Clustering
Zhuxi Jiang, Yin Zheng, ... (+3 more)
|
👻
Ghosted
|
cs.CV
|
816 |
9 years ago |
| 16 |
Feature Learning based Deep Supervised Hashing with Pairwise Labels
Wu-Jun Li, Sheng Wang, Wang-Cheng Kang
|
👻
Ghosted
|
cs.LG
|
713 |
10 years ago |
| 17 |
Right for the Right Reasons: Training Differentiable Models by Constraining their Explanations
Andrew Slavin Ross, Michael C. Hughes, Finale Doshi-Velez
|
👻
Ghosted
|
cs.LG
|
649 |
9 years ago |
| 18 |
Multilingual Knowledge Graph Embeddings for Cross-lingual Knowledge Alignment
Muhao Chen, Yingtao Tian, ... (+2 more)
|
👻
Ghosted
|
cs.AI
|
595 |
9 years ago |
| 19 |
Demystifying Neural Style Transfer
Yanghao Li, Naiyan Wang, ... (+2 more)
|
👻
Ghosted
|
cs.CV
|
551 |
9 years ago |
| 20 |
Topology Attack and Defense for Graph Neural Networks: An Optimization Perspective
Kaidi Xu, Hongge Chen, ... (+5 more)
|
👻
Ghosted
|
cs.LG
|
509 |
6 years ago |
| 21 |
Sequential Recommender Systems: Challenges, Progress and Prospects
Shoujin Wang, Liang Hu, ... (+4 more)
|
👻
Ghosted
|
cs.IR
|
477 |
6 years ago |
| 22 |
Tactics of Adversarial Attack on Deep Reinforcement Learning Agents
Yen-Chen Lin, Zhang-Wei Hong, ... (+4 more)
|
👻
Ghosted
|
cs.LG
|
451 |
9 years ago |
| 23 |
Deep Text Classification Can be Fooled
Bin Liang, Hongcheng Li, ... (+4 more)
|
👻
Ghosted
|
cs.CR
|
442 |
8 years ago |
| 24 |
TextWorld: A Learning Environment for Text-based Games
Marc-Alexandre Côté, Ákos Kádár, ... (+11 more)
|
👻
Ghosted
|
cs.LG
|
435 |
7 years ago |
| 25 |
Retrieve, Program, Repeat: Complex Knowledge Base Question Answering via Alternate Meta-learning
Yuncheng Hua, Yuan-Fang Li, ... (+3 more)
|
🌅
Old Age
|
cs.AI
|
423 |
5 years ago |
| 26 |
Person Re-Identification by Deep Joint Learning of Multi-Loss Classification
Wei Li, Xiatian Zhu, Shaogang Gong
|
👻
Ghosted
|
cs.CV
|
420 |
8 years ago |
| 27 |
Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs
Yuting Wu, Xiao Liu, ... (+4 more)
|
👻
Ghosted
|
cs.CL
|
377 |
6 years ago |
| 28 |
Action2Activity: Recognizing Complex Activities from Sensor Data
Ye Liu, Liqiang Nie, ... (+3 more)
|
👻
Ghosted
|
cs.CV
|
369 |
9 years ago |
| 29 |
Knowledge Transfer for Out-of-Knowledge-Base Entities: A Graph Neural Network Approach
Takuo Hamaguchi, Hidekazu Oiwa, ... (+2 more)
|
🌅
Old Age
|
cs.CL
|
361 |
8 years ago |
| 30 |
Outer Product-based Neural Collaborative Filtering
Xiangnan He, Xiaoyu Du, ... (+4 more)
|
🌅
Old Age
|
cs.IR
|
353 |
7 years ago |
| 31 |
Online Deep Learning: Learning Deep Neural Networks on the Fly
Doyen Sahoo, Quang Pham, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
344 |
8 years ago |
| 32 |
Attributed Graph Clustering via Adaptive Graph Convolution
Xiaotong Zhang, Han Liu, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
332 |
6 years ago |
| 33 |
Deep Session Interest Network for Click-Through Rate Prediction
Yufei Feng, Fuyu Lv, ... (+5 more)
|
👻
Ghosted
|
cs.IR
|
331 |
6 years ago |
| 34 |
Pre-training of Graph Augmented Transformers for Medication Recommendation
Junyuan Shang, Tengfei Ma, ... (+2 more)
|
👻
Ghosted
|
cs.AI
|
330 |
6 years ago |
| 35 |
Neural News Recommendation with Attentive Multi-View Learning
Chuhan Wu, Fangzhao Wu, ... (+4 more)
|
👻
Ghosted
|
cs.CL
|
319 |
6 years ago |
| 36 |
A Survey of Reinforcement Learning Informed by Natural Language
Jelena Luketina, Nantas Nardelli, ... (+6 more)
|
👻
Ghosted
|
cs.LG
|
304 |
6 years ago |
| 37 |
Explicit Knowledge-based Reasoning for Visual Question Answering
Peng Wang, Qi Wu, ... (+3 more)
|
👻
Ghosted
|
cs.CV
|
285 |
10 years ago |
| 38 |
STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting
Lei Bai, Lina Yao, ... (+3 more)
|
👻
Ghosted
|
cs.LG
|
283 |
6 years ago |
| 39 |
Aspect Term Extraction with History Attention and Selective Transformation
Xin Li, Lidong Bing, ... (+3 more)
|
👻
Ghosted
|
cs.CL
|
282 |
7 years ago |
| 40 |
Staleness-aware Async-SGD for Distributed Deep Learning
Wei Zhang, Suyog Gupta, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
277 |
10 years ago |
| 41 |
Towards Understanding the Spectral Bias of Deep Learning
Yuan Cao, Zhiying Fang, ... (+3 more)
|
👻
Ghosted
|
cs.LG
|
274 |
6 years ago |
| 42 |
MineRL: A Large-Scale Dataset of Minecraft Demonstrations
William H. Guss, Brandon Houghton, ... (+5 more)
|
👻
Ghosted
|
cs.LG
|
271 |
6 years ago |
| 43 |
Multi-view Knowledge Graph Embedding for Entity Alignment
Qingheng Zhang, Zequn Sun, ... (+4 more)
|
👻
Ghosted
|
cs.AI
|
271 |
6 years ago |
| 44 |
A Symbolic Approach to Explaining Bayesian Network Classifiers
Andy Shih, Arthur Choi, Adnan Darwiche
|
👻
Ghosted
|
cs.AI
|
269 |
7 years ago |
| 45 |
Image-embodied Knowledge Representation Learning
Ruobing Xie, Zhiyuan Liu, ... (+2 more)
|
👻
Ghosted
|
cs.CV
|
267 |
9 years ago |
| 46 |
Deep Learning for Community Detection: Progress, Challenges and Opportunities
Fanzhen Liu, Shan Xue, ... (+7 more)
|
👻
Ghosted
|
cs.SI
|
266 |
5 years ago |
| 47 |
LDP-FL: Practical Private Aggregation in Federated Learning with Local Differential Privacy
Lichao Sun, Jianwei Qian, Xun Chen
|
👻
Ghosted
|
cs.CR
|
261 |
5 years ago |
| 48 |
STAR-GCN: Stacked and Reconstructed Graph Convolutional Networks for Recommender Systems
Jiani Zhang, Xingjian Shi, ... (+2 more)
|
🌅
Old Age
|
cs.IR
|
257 |
6 years ago |
| 49 |
Transferable Adversarial Attacks for Image and Video Object Detection
Xingxing Wei, Siyuan Liang, ... (+2 more)
|
👻
Ghosted
|
cs.CV
|
255 |
7 years ago |
| 50 |
Co-training Embeddings of Knowledge Graphs and Entity Descriptions for Cross-lingual Entity Alignment
Muhao Chen, Yingtao Tian, ... (+3 more)
|
👻
Ghosted
|
cs.AI
|
247 |
7 years ago |