💀 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 The Case for Learned Index Structures
Tim Kraska, Alex Beutel, ... (+3 more)
👻 Ghosted cs.DB 1.2K 8 years ago
2 BLOCKBENCH: A Framework for Analyzing Private Blockchains
Tien Tuan Anh Dinh, Ji Wang, ... (+4 more)
👻 Ghosted cs.DB 872 9 years ago
3 ALEX: An Updatable Adaptive Learned Index
Jialin Ding, Umar Farooq Minhas, ... (+10 more)
👻 Ghosted cs.DB 358 6 years ago
4 Bao: Learning to Steer Query Optimizers
Ryan Marcus, Parimarjan Negi, ... (+4 more)
👻 Ghosted cs.DB 263 6 years ago
5 Deep Reinforcement Learning for Join Order Enumeration
Ryan Marcus, Olga Papaemmanouil
👻 Ghosted cs.DB 254 8 years ago
6 FITing-Tree: A Data-aware Index Structure
Alex Galakatos, Michael Markovitch, ... (+3 more)
👻 Ghosted cs.DB 249 8 years ago
7 Learning Multi-dimensional Indexes
Vikram Nathan, Jialin Ding, ... (+2 more)
👻 Ghosted cs.DB 237 6 years ago
8 FAQ: Questions Asked Frequently
Mahmoud Abo Khamis, Hung Q. Ngo, Atri Rudra
👻 Ghosted cs.DB 228 11 years ago
9 G-CORE: A Core for Future Graph Query Languages
Renzo Angles, Marcelo Arenas, ... (+10 more)
👻 Ghosted cs.DB 221 8 years ago
10 word2vec, node2vec, graph2vec, X2vec: Towards a Theory of Vector Embeddings of Structured Data
Martin Grohe
👻 Ghosted cs.LG 216 6 years ago
11 RadixSpline: A Single-Pass Learned Index
Andreas Kipf, Ryan Marcus, ... (+5 more)
👻 Ghosted cs.DB 207 5 years ago
12 Apache Calcite: A Foundational Framework for Optimized Query Processing Over Heterogeneous Data Sources
Edmon Begoli, Jesús Camacho Rodríguez, ... (+3 more)
👻 Ghosted cs.DB 201 8 years ago
13 SharPer: Sharding Permissioned Blockchains Over Network Clusters
Mohammad Javad Amiri, Divyakant Agrawal, Amr El Abbadi
👻 Ghosted cs.DB 201 6 years ago
14 vChain: Enabling Verifiable Boolean Range Queries over Blockchain Databases
Cheng Xu, Ce Zhang, Jianliang Xu
👻 Ghosted cs.DB 199 7 years ago
15 PrivTree: A Differentially Private Algorithm for Hierarchical Decompositions
Jun Zhang, Xiaokui Xiao, Xing Xie
👻 Ghosted cs.DB 190 10 years ago
16 APAN: Asynchronous Propagation Attention Network for Real-time Temporal Graph Embedding
Xuhong Wang, Ding Lyu, ... (+9 more)
👻 Ghosted cs.AI 190 5 years ago
17 Lambada: Interactive Data Analytics on Cold Data using Serverless Cloud Infrastructure
Ingo Müller, Renato Marroquín, Gustavo Alonso
👻 Ghosted cs.DB 177 6 years ago
18 Designing Fair Ranking Schemes
Abolfazl Asudeh, H. V. Jagadish, ... (+2 more)
👻 Ghosted cs.DB 174 8 years ago
19 Adversarial and Clean Data Are Not Twins
Zhitao Gong, Wenlu Wang, Wei-Shinn Ku
👻 Ghosted cs.LG 167 9 years ago
20 Learning State Representations for Query Optimization with Deep Reinforcement Learning
Jennifer Ortiz, Magdalena Balazinska, ... (+2 more)
👻 Ghosted cs.DB 165 8 years ago
21 Pufferfish Privacy Mechanisms for Correlated Data
Shuang Song, Yizhen Wang, Kamalika Chaudhuri
👻 Ghosted cs.LG 163 10 years ago
22 HoloDetect: Few-Shot Learning for Error Detection
Alireza Heidari, Joshua McGrath, ... (+2 more)
👻 Ghosted cs.DB 163 7 years ago
23 Heavy Hitters and the Structure of Local Privacy
Mark Bun, Jelani Nelson, Uri Stemmer
👻 Ghosted cs.DS 160 8 years ago
24 Principled Evaluation of Differentially Private Algorithms using DPBench
Michael Hay, Ashwin Machanavajjhala, ... (+3 more)
👻 Ghosted cs.DB 159 10 years ago
25 Snorkel DryBell: A Case Study in Deploying Weak Supervision at Industrial Scale
Stephen H. Bach, Daniel Rodriguez, ... (+11 more)
👻 Ghosted cs.LG 151 7 years ago
26 MacroBase: Prioritizing Attention in Fast Data
Peter Bailis, Edward Gan, ... (+4 more)
👻 Ghosted cs.DB 139 10 years ago
27 VerdictDB: Universalizing Approximate Query Processing
Yongjoo Park, Barzan Mozafari, ... (+2 more)
👻 Ghosted cs.DB 139 8 years ago
28 Marginal Release Under Local Differential Privacy
Tejas Kulkarni, Graham Cormode, Divesh Srivastava
👻 Ghosted cs.DB 138 8 years ago
29 Fusing Data with Correlations
Ravali Pochampally, Anish Das Sarma, ... (+3 more)
👻 Ghosted cs.DB 134 11 years ago
30 Accelerating Human-in-the-loop Machine Learning: Challenges and Opportunities
Doris Xin, Litian Ma, ... (+4 more)
👻 Ghosted cs.DB 132 8 years ago
31 Holistic Influence Maximization: Combining Scalability and Efficiency with Opinion-Aware Models
Sainyam Galhotra, Akhil Arora, Shourya Roy
👻 Ghosted cs.SI 131 10 years ago
32 Starling: A Scalable Query Engine on Cloud Function Services
Matthew Perron, Raul Castro Fernandez, ... (+2 more)
👻 Ghosted cs.DB 125 6 years ago
33 What do Shannon-type Inequalities, Submodular Width, and Disjunctive Datalog have to do with one another?
Mahmoud Abo Khamis, Hung Q. Ngo, Dan Suciu
👻 Ghosted cs.DB 124 9 years ago
34 JSON: data model, query languages and schema specification
Pierre Bourhis, Juan L. Reutter, ... (+2 more)
👻 Ghosted cs.DB 124 9 years ago
35 A Transactional Perspective on Execute-order-validate Blockchains
Pingcheng Ruan, Dumitrel Loghin, ... (+4 more)
👻 Ghosted cs.DC 122 6 years ago
36 A Nutritional Label for Rankings
Ke Yang, Julia Stoyanovich, ... (+4 more)
👻 Ghosted cs.CY 114 8 years ago
37 Answering Conjunctive Queries under Updates
Christoph Berkholz, Jens Keppeler, Nicole Schweikardt
👻 Ghosted cs.DB 113 9 years ago
38 Qd-tree: Learning Data Layouts for Big Data Analytics
Zongheng Yang, Badrish Chandramouli, ... (+7 more)
👻 Ghosted cs.DB 113 6 years ago
39 A Study of the Fundamental Performance Characteristics of GPUs and CPUs for Database Analytics (Extended Version)
Anil Shanbhag, Samuel Madden, Xiangyao Yu
👻 Ghosted cs.DB 110 6 years ago
40 ZeroER: Entity Resolution using Zero Labeled Examples
Renzhi Wu, Sanya Chaba, ... (+3 more)
👻 Ghosted cs.DB 108 6 years ago
41 A Framework for Adversarially Robust Streaming Algorithms
Omri Ben-Eliezer, Rajesh Jayaram, ... (+2 more)
👻 Ghosted cs.DS 108 6 years ago
42 Estimating Numerical Distributions under Local Differential Privacy
Zitao Li, Tianhao Wang, ... (+3 more)
👻 Ghosted cs.CR 103 6 years ago
43 Data Sketches for Disaggregated Subset Sum and Frequent Item Estimation
Daniel Ting
👻 Ghosted stat.CO 102 8 years ago
44 Fonduer: Knowledge Base Construction from Richly Formatted Data
Sen Wu, Luke Hsiao, ... (+5 more)
👻 Ghosted cs.DB 97 9 years ago
45 Cost Models for Big Data Query Processing: Learning, Retrofitting, and Our Findings
Tarique Siddiqui, Alekh Jindal, ... (+3 more)
👻 Ghosted cs.DB 95 6 years ago
46 QuickSel: Quick Selectivity Learning with Mixture Models
Yongjoo Park, Shucheng Zhong, Barzan Mozafari
👻 Ghosted cs.DB 87 7 years ago
47 Worst-Case Optimal Join Algorithms: Techniques, Results, and Open Problems
Hung Q. Ngo
👻 Ghosted cs.DB 85 8 years ago
48 Sampling-Based Query Re-Optimization
Wentao Wu, Jeffrey F. Naughton, Harneet Singh
👻 Ghosted cs.DB 80 10 years ago
49 Data Cleaning for Accurate, Fair, and Robust Models: A Big Data - AI Integration Approach
Ki Hyun Tae, Yuji Roh, ... (+3 more)
👻 Ghosted cs.DB 77 7 years ago
50 Amazon SageMaker Autopilot: a white box AutoML solution at scale
Piali Das, Valerio Perrone, ... (+23 more)
👻 Ghosted cs.LG 77 5 years ago