💀 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 Personalized Top-N Sequential Recommendation via Convolutional Sequence Embedding
Jiaxi Tang, Ke Wang
👻 Ghosted cs.IR 2.0K 7 years ago
2 Joint Deep Modeling of Users and Items Using Reviews for Recommendation
Lei Zheng, Vahid Noroozi, Philip S. Yu
👻 Ghosted cs.LG 1.1K 9 years ago
3 Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec
Jiezhong Qiu, Yuxiao Dong, ... (+4 more)
👻 Ghosted cs.SI 964 8 years ago
4 Motifs in Temporal Networks
Ashwin Paranjape, Austin R. Benson, Jure Leskovec
👻 Ghosted cs.SI 759 9 years ago
5 Beyond News Contents: The Role of Social Context for Fake News Detection
Kai Shu, Suhang Wang, Huan Liu
👻 Ghosted cs.SI 624 8 years ago
6 A Simple Convolutional Generative Network for Next Item Recommendation
Fajie Yuan, Alexandros Karatzoglou, ... (+3 more)
👻 Ghosted cs.IR 623 7 years ago
7 Unbiased Learning-to-Rank with Biased Feedback
Thorsten Joachims, Adith Swaminathan, Tobias Schnabel
👻 Ghosted cs.IR 596 9 years ago
8 Top-K Off-Policy Correction for a REINFORCE Recommender System
Minmin Chen, Alex Beutel, ... (+4 more)
👻 Ghosted cs.LG 524 7 years ago
9 Session-based Social Recommendation via Dynamic Graph Attention Networks
Weiping Song, Zhiping Xiao, ... (+4 more)
👻 Ghosted cs.IR 452 7 years ago
10 SimGNN: A Neural Network Approach to Fast Graph Similarity Computation
Yunsheng Bai, Hao Ding, ... (+4 more)
👻 Ghosted cs.LG 384 7 years ago
11 Quantifying Controversy in Social Media
Kiran Garimella, Gianmarco De Francisci Morales, ... (+2 more)
👻 Ghosted cs.SI 352 10 years ago
12 Theoretical Impediments to Machine Learning With Seven Sparks from the Causal Revolution
Judea Pearl
👻 Ghosted cs.LG 351 8 years ago
13 SHINE: Signed Heterogeneous Information Network Embedding for Sentiment Link Prediction
Hongwei Wang, Fuzheng Zhang, ... (+4 more)
👻 Ghosted stat.ML 342 8 years ago
14 Listening to Chaotic Whispers: A Deep Learning Framework for News-oriented Stock Trend Prediction
Ziniu Hu, Weiqing Liu, ... (+3 more)
👻 Ghosted cs.SI 328 8 years ago
15 Estimation-Action-Reflection: Towards Deep Interaction Between Conversational and Recommender Systems
Wenqiang Lei, Xiangnan He, ... (+5 more)
👻 Ghosted cs.IR 320 6 years ago
16 DDTCDR: Deep Dual Transfer Cross Domain Recommendation
Pan Li, Alexander Tuzhilin
👻 Ghosted cs.IR 313 6 years ago
17 Learning to Drop: Robust Graph Neural Network via Topological Denoising
Dongsheng Luo, Wei Cheng, ... (+5 more)
👻 Ghosted cs.LG 301 5 years ago
18 Unbiased Recommender Learning from Missing-Not-At-Random Implicit Feedback
Yuta Saito, Suguru Yaginuma, ... (+3 more)
👻 Ghosted stat.ML 299 6 years ago
19 Denoising Implicit Feedback for Recommendation
Wenjie Wang, Fuli Feng, ... (+3 more)
👻 Ghosted cs.IR 292 5 years ago
20 Real-Time Bidding by Reinforcement Learning in Display Advertising
Han Cai, Kan Ren, ... (+5 more)
👻 Ghosted cs.LG 278 9 years ago
21 DiSMEC - Distributed Sparse Machines for Extreme Multi-label Classification
Rohit Babbar, Bernhard Shoelkopf
👻 Ghosted stat.ML 269 9 years ago
22 Task-Guided and Path-Augmented Heterogeneous Network Embedding for Author Identification
Ting Chen, Yizhou Sun
👻 Ghosted cs.LG 229 9 years ago
23 Dynamic Word Embeddings for Evolving Semantic Discovery
Zijun Yao, Yifan Sun, ... (+3 more)
👻 Ghosted cs.CL 226 9 years ago
24 Leveraging the Crowd to Detect and Reduce the Spread of Fake News and Misinformation
Jooyeon Kim, Behzad Tabibian, ... (+3 more)
👻 Ghosted cs.SI 219 8 years ago
25 Interaction Embeddings for Prediction and Explanation in Knowledge Graphs
Wen Zhang, Bibek Paudel, ... (+3 more)
👻 Ghosted cs.AI 205 7 years ago
26 Question Rewriting for Conversational Question Answering
Svitlana Vakulenko, Shayne Longpre, ... (+2 more)
👻 Ghosted cs.IR 200 6 years ago
27 Privacy- and Utility-Preserving Textual Analysis via Calibrated Multivariate Perturbations
Oluwaseyi Feyisetan, Borja Balle, ... (+2 more)
👻 Ghosted cs.LG 196 6 years ago
28 Online Actions with Offline Impact: How Online Social Networks Influence Online and Offline User Behavior
Tim Althoff, Pranav Jindal, Jure Leskovec
👻 Ghosted cs.SI 168 9 years ago
29 Personalized PageRank Estimation and Search: A Bidirectional Approach
Peter Lofgren, Siddhartha Banerjee, Ashish Goel
👻 Ghosted cs.DS 154 10 years ago
30 Popularity Prediction on Social Platforms with Coupled Graph Neural Networks
Qi Cao, Huawei Shen, ... (+3 more)
👻 Ghosted cs.SI 149 6 years ago
31 Estimating Position Bias without Intrusive Interventions
Aman Agarwal, Ivan Zaitsev, ... (+4 more)
👻 Ghosted cs.IR 147 7 years ago
32 Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection
Shumin Deng, Ningyu Zhang, ... (+4 more)
👻 Ghosted cs.CL 147 6 years ago
33 DGRec: Graph Neural Network for Recommendation with Diversified Embedding Generation
Liangwei Yang, Shengjie Wang, ... (+5 more)
👻 Ghosted cs.IR 145 3 years ago
34 Federated Unlearning for On-Device Recommendation
Wei Yuan, Hongzhi Yin, ... (+4 more)
👻 Ghosted cs.IR 142 3 years ago
35 HyperML: A Boosting Metric Learning Approach in Hyperbolic Space for Recommender Systems
Lucas Vinh Tran, Yi Tay, ... (+3 more)
👻 Ghosted cs.IR 140 7 years ago
36 Fighting Fire with Fire: Using Antidote Data to Improve Polarization and Fairness of Recommender Systems
Bashir Rastegarpanah, Krishna P. Gummadi, Mark Crovella
👻 Ghosted cs.IR 139 7 years ago
37 Efficiently Leveraging Multi-level User Intent for Session-based Recommendation via Atten-Mixer Network
Peiyan Zhang, Jiayan Guo, ... (+7 more)
👻 Ghosted cs.IR 136 3 years ago
38 Heterogeneous Hypergraph Embedding for Graph Classification
Xiangguo Sun, Hongzhi Yin, ... (+5 more)
👻 Ghosted cs.SI 135 5 years ago
39 Bipartite Graph Embedding via Mutual Information Maximization
Jiangxia Cao, Xixun Lin, ... (+4 more)
👻 Ghosted cs.SI 133 5 years ago
40 Predicting Completeness in Knowledge Bases
Luis Galárraga, Simon Razniewski, ... (+2 more)
👻 Ghosted cs.DB 118 9 years ago
41 Product Knowledge Graph Embedding for E-commerce
Da Xu, Chuanwei Ruan, ... (+3 more)
👻 Ghosted cs.LG 117 6 years ago
42 Hyperbolic Representation Learning for Fast and Efficient Neural Question Answering
Yi Tay, Luu Anh Tuan, Siu Cheung Hui
👻 Ghosted cs.IR 116 8 years ago
43 Let the LLMs Talk: Simulating Human-to-Human Conversational QA via Zero-Shot LLM-to-LLM Interactions
Zahra Abbasiantaeb, Yifei Yuan, ... (+2 more)
👻 Ghosted cs.CL 116 2 years ago
44 Pre-Training Graph Neural Networks for Cold-Start Users and Items Representation
Bowen Hao, Jing Zhang, ... (+3 more)
👻 Ghosted cs.IR 115 5 years ago
45 Sequential Variational Autoencoders for Collaborative Filtering
Noveen Sachdeva, Giuseppe Manco, ... (+2 more)
👻 Ghosted cs.LG 113 7 years ago
46 ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Language Models
Qijiong Liu, Nuo Chen, ... (+2 more)
👻 Ghosted cs.IR 113 3 years ago
47 EXS: Explainable Search Using Local Model Agnostic Interpretability
Jaspreet Singh, Avishek Anand
👻 Ghosted cs.IR 112 7 years ago
48 PRINCE: Provider-side Interpretability with Counterfactual Explanations in Recommender Systems
Azin Ghazimatin, Oana Balalau, ... (+2 more)
👻 Ghosted cs.LG 110 6 years ago
49 Learning Individual Causal Effects from Networked Observational Data
Ruocheng Guo, Jundong Li, Huan Liu
👻 Ghosted cs.SI 108 6 years ago
50 Modelling Domain Relationships for Transfer Learning on Retrieval-based Question Answering Systems in E-commerce
Jianfei Yu, Minghui Qiu, ... (+5 more)
👻 Ghosted cs.CL 104 8 years ago