| 1 |
XGBoost: A Scalable Tree Boosting System
Tianqi Chen, Carlos Guestrin
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👻
Ghosted
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cs.LG
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49.2K |
10 years ago |
| 2 |
node2vec: Scalable Feature Learning for Networks
Aditya Grover, Jure Leskovec
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cs.SI
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11.9K |
9 years ago |
| 3 |
Graph Convolutional Neural Networks for Web-Scale Recommender Systems
Rex Ying, Ruining He, ... (+4 more)
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cs.IR
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4.0K |
7 years ago |
| 4 |
Fake News Detection on Social Media: A Data Mining Perspective
Kai Shu, Amy Sliva, ... (+3 more)
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cs.SI
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3.1K |
8 years ago |
| 5 |
Evasion Attacks against Machine Learning at Test Time
Battista Biggio, Igino Corona, ... (+6 more)
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cs.CR
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2.3K |
8 years ago |
| 6 |
KGAT: Knowledge Graph Attention Network for Recommendation
Xiang Wang, Xiangnan He, ... (+3 more)
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cs.LG
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2.1K |
6 years ago |
| 7 |
Deep Interest Network for Click-Through Rate Prediction
Guorui Zhou, Chengru Song, ... (+8 more)
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stat.ML
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2.1K |
8 years ago |
| 8 |
Deep & Cross Network for Ad Click Predictions
Ruoxi Wang, Bin Fu, ... (+2 more)
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cs.LG
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1.4K |
8 years ago |
| 9 |
Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition
Hamed Karimi, Julie Nutini, Mark Schmidt
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cs.LG
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1.4K |
9 years ago |
| 10 |
A Transformer-based Framework for Multivariate Time Series Representation Learning
George Zerveas, Srideepika Jayaraman, ... (+3 more)
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cs.LG
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1.3K |
5 years ago |
| 11 |
struc2vec: Learning Node Representations from Structural Identity
Leonardo F. R. Ribeiro, Pedro H. P. Savarese, Daniel R. Figueiredo
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👻
Ghosted
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cs.SI
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1.3K |
8 years ago |
| 12 |
Adversarial Attacks on Neural Networks for Graph Data
Daniel Zügner, Amir Akbarnejad, Stephan Günnemann
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stat.ML
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1.2K |
7 years ago |
| 13 |
xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systems
Jianxun Lian, Xiaohuan Zhou, ... (+4 more)
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💀
404 Not Found
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cs.LG
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1.2K |
8 years ago |
| 14 |
GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training
Jiezhong Qiu, Qibin Chen, ... (+6 more)
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cs.LG
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1.1K |
5 years ago |
| 15 |
PTE: Predictive Text Embedding through Large-scale Heterogeneous Text Networks
Jian Tang, Meng Qu, Qiaozhu Mei
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👻
Ghosted
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cs.CL
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808 |
10 years ago |
| 16 |
Inferring Networks of Substitutable and Complementary Products
Julian McAuley, Rahul Pandey, Jure Leskovec
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👻
Ghosted
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cs.SI
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797 |
10 years ago |
| 17 |
A Survey on Dialogue Systems: Recent Advances and New Frontiers
Hongshen Chen, Xiaorui Liu, ... (+2 more)
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cs.CL
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742 |
8 years ago |
| 18 |
GRAM: Graph-based Attention Model for Healthcare Representation Learning
Edward Choi, Mohammad Taha Bahadori, ... (+3 more)
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cs.LG
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732 |
9 years ago |
| 19 |
SEISMIC: A Self-Exciting Point Process Model for Predicting Tweet Popularity
Qingyuan Zhao, Murat A. Erdogdu, ... (+3 more)
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cs.SI
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677 |
10 years ago |
| 20 |
GPT-GNN: Generative Pre-Training of Graph Neural Networks
Ziniu Hu, Yuxiao Dong, ... (+3 more)
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cs.LG
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652 |
5 years ago |
| 21 |
Fairness of Exposure in Rankings
Ashudeep Singh, Thorsten Joachims
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👻
Ghosted
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cs.IR
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630 |
8 years ago |
| 22 |
Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems
Hongwei Wang, Fuzheng Zhang, ... (+5 more)
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cs.LG
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623 |
6 years ago |
| 23 |
DeepInf: Social Influence Prediction with Deep Learning
Jiezhong Qiu, Jian Tang, ... (+4 more)
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👻
Ghosted
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cs.SI
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601 |
7 years ago |
| 24 |
Dipole: Diagnosis Prediction in Healthcare via Attention-based Bidirectional Recurrent Neural Networks
Fenglong Ma, Radha Chitta, ... (+4 more)
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👻
Ghosted
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cs.LG
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599 |
8 years ago |
| 25 |
AM-GCN: Adaptive Multi-channel Graph Convolutional Networks
Xiao Wang, Meiqi Zhu, ... (+4 more)
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👻
Ghosted
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cs.LG
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585 |
5 years ago |
| 26 |
Billion-scale Commodity Embedding for E-commerce Recommendation in Alibaba
Jizhe Wang, Pipei Huang, ... (+4 more)
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👻
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cs.IR
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544 |
8 years ago |
| 27 |
Context-Aware Attentive Knowledge Tracing
Aritra Ghosh, Neil Heffernan, Andrew S. Lan
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👻
Ghosted
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cs.LG
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527 |
5 years ago |
| 28 |
Multi-layer Representation Learning for Medical Concepts
Edward Choi, Mohammad Taha Bahadori, ... (+3 more)
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👻
Ghosted
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cs.LG
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523 |
10 years ago |
| 29 |
CoNet: Collaborative Cross Networks for Cross-Domain Recommendation
Guangneng Hu, Yu Zhang, Qiang Yang
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👻
Ghosted
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cs.IR
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473 |
7 years ago |
| 30 |
MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification
Angus Dempster, Daniel F. Schmidt, Geoffrey I. Webb
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👻
Ghosted
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cs.LG
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470 |
5 years ago |
| 31 |
Representation Learning for Attributed Multiplex Heterogeneous Network
Yukuo Cen, Xu Zou, ... (+4 more)
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👻
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cs.SI
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464 |
6 years ago |
| 32 |
ShapeShifter: Robust Physical Adversarial Attack on Faster R-CNN Object Detector
Shang-Tse Chen, Cory Cornelius, ... (+2 more)
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cs.CV
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463 |
7 years ago |
| 33 |
A Survey on Truth Discovery
Yaliang Li, Jing Gao, ... (+6 more)
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👻
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cs.DB
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439 |
10 years ago |
| 34 |
Deep Anomaly Detection with Deviation Networks
Guansong Pang, Chunhua Shen, Anton van den Hengel
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👻
Ghosted
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cs.LG
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434 |
6 years ago |
| 35 |
MeLU: Meta-Learned User Preference Estimator for Cold-Start Recommendation
Hoyeop Lee, Jinbae Im, ... (+3 more)
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👻
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cs.IR
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432 |
6 years ago |
| 36 |
Learning Structural Node Embeddings Via Diffusion Wavelets
Claire Donnat, Marinka Zitnik, ... (+2 more)
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👻
Ghosted
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cs.SI
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428 |
8 years ago |
| 37 |
Fairness-Aware Ranking in Search & Recommendation Systems with Application to LinkedIn Talent Search
Sahin Cem Geyik, Stuart Ambler, Krishnaram Kenthapadi
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👻
Ghosted
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cs.IR
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425 |
6 years ago |
| 38 |
Fairness in Recommendation Ranking through Pairwise Comparisons
Alex Beutel, Jilin Chen, ... (+9 more)
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👻
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cs.CY
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424 |
7 years ago |
| 39 |
Towards Physics-informed Deep Learning for Turbulent Flow Prediction
Rui Wang, Karthik Kashinath, ... (+3 more)
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physics.comp-ph
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422 |
6 years ago |
| 40 |
Scaling Graph Neural Networks with Approximate PageRank
Aleksandar Bojchevski, Johannes Gasteiger, ... (+6 more)
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👻
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cs.LG
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414 |
5 years ago |
| 41 |
Improving Conversational Recommender Systems via Knowledge Graph based Semantic Fusion
Kun Zhou, Wayne Xin Zhao, ... (+4 more)
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👻
Ghosted
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cs.CL
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368 |
5 years ago |
| 42 |
Recommendations with Negative Feedback via Pairwise Deep Reinforcement Learning
Xiangyu Zhao, Liang Zhang, ... (+4 more)
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👻
Ghosted
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cs.IR
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368 |
8 years ago |
| 43 |
Embedding-based Retrieval in Facebook Search
Jui-Ting Huang, Ashish Sharma, ... (+7 more)
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👻
Ghosted
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cs.IR
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364 |
5 years ago |
| 44 |
Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender System
Tianxin Wei, Fuli Feng, ... (+4 more)
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👻
Ghosted
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cs.IR
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361 |
5 years ago |
| 45 |
NPA: Neural News Recommendation with Personalized Attention
Chuhan Wu, Fangzhao Wu, ... (+4 more)
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👻
Ghosted
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cs.IR
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354 |
6 years ago |
| 46 |
Controllable Multi-Interest Framework for Recommendation
Yukuo Cen, Jianwei Zhang, ... (+4 more)
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👻
Ghosted
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cs.IR
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344 |
5 years ago |
| 47 |
Rosetta: Large scale system for text detection and recognition in images
Fedor Borisyuk, Albert Gordo, Viswanath Sivakumar
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👻
Ghosted
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cs.CV
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326 |
6 years ago |
| 48 |
IDSGAN: Generative Adversarial Networks for Attack Generation against Intrusion Detection
Zilong Lin, Yong Shi, Zhi Xue
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👻
Ghosted
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cs.CR
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323 |
7 years ago |
| 49 |
Learning Tree-based Deep Model for Recommender Systems
Han Zhu, Xiang Li, ... (+5 more)
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👻
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stat.ML
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323 |
8 years ago |
| 50 |
Text Is All You Need: Learning Language Representations for Sequential Recommendation
Jiacheng Li, Ming Wang, ... (+5 more)
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👻
Ghosted
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cs.IR
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323 |
2 years ago |