💀 The Wall of Shame

The most cited papers with no code. Sorted by the weight of their sins.

Page 1, showing 50 papers

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