💀 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 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