| 1 |
Collecting and Analyzing Multidimensional Data with Local Differential Privacy
Ning Wang, Xiaokui Xiao, ... (+6 more)
|
👻
Ghosted
|
cs.CR
|
374 |
6 years ago |
| 2 |
Feature Inference Attack on Model Predictions in Vertical Federated Learning
Xinjian Luo, Yuncheng Wu, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
275 |
5 years ago |
| 3 |
Benchmarking Distributed Stream Data Processing Systems
Jeyhun Karimov, Tilmann Rabl, ... (+4 more)
|
👻
Ghosted
|
cs.DB
|
192 |
8 years ago |
| 4 |
Self-paced Ensemble for Highly Imbalanced Massive Data Classification
Zhining Liu, Wei Cao, ... (+5 more)
|
👻
Ghosted
|
cs.LG
|
188 |
6 years ago |
| 5 |
iFair: Learning Individually Fair Data Representations for Algorithmic Decision Making
Preethi Lahoti, Krishna P. Gummadi, Gerhard Weikum
|
👻
Ghosted
|
cs.LG
|
184 |
7 years ago |
| 6 |
The Power of Both Choices: Practical Load Balancing for Distributed Stream Processing Engines
Muhammad Anis Uddin Nasir, Gianmarco De Francisci Morales, ... (+3 more)
|
👻
Ghosted
|
cs.DC
|
167 |
10 years ago |
| 7 |
Dataset Discovery in Data Lakes
Alex Bogatu, Alvaro A. A. Fernandes, ... (+2 more)
|
👻
Ghosted
|
cs.DB
|
165 |
5 years ago |
| 8 |
KeystoneML: Optimizing Pipelines for Large-Scale Advanced Analytics
Evan R. Sparks, Shivaram Venkataraman, ... (+3 more)
|
👻
Ghosted
|
cs.LG
|
156 |
9 years ago |
| 9 |
ModelHub: Towards Unified Data and Lifecycle Management for Deep Learning
Hui Miao, Ang Li, ... (+2 more)
|
👻
Ghosted
|
cs.DB
|
147 |
9 years ago |
| 10 |
Automated Data Slicing for Model Validation:A Big data - AI Integration Approach
Yeounoh Chung, Tim Kraska, ... (+3 more)
|
👻
Ghosted
|
cs.DB
|
144 |
7 years ago |
| 11 |
NSCaching: Simple and Efficient Negative Sampling for Knowledge Graph Embedding
Yongqi Zhang, Quanming Yao, ... (+2 more)
|
👻
Ghosted
|
cs.AI
|
135 |
7 years ago |
| 12 |
Visualization-Aware Sampling for Very Large Databases
Yongjoo Park, Michael Cafarella, Barzan Mozafari
|
👻
Ghosted
|
cs.DB
|
129 |
10 years ago |
| 13 |
Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics
Jiawei Jiang, Dayan Pan, ... (+4 more)
|
👻
Ghosted
|
cs.LG
|
119 |
3 years ago |
| 14 |
Assessing and Remedying Coverage for a Given Dataset
Abolfazl Asudeh, Zhongjun Jin, H. V. Jagadish
|
👻
Ghosted
|
cs.DB
|
118 |
7 years ago |
| 15 |
Quantifying Differential Privacy under Temporal Correlations
Yang Cao, Masatoshi Yoshikawa, ... (+2 more)
|
👻
Ghosted
|
cs.DB
|
117 |
9 years ago |
| 16 |
Collective Entity Alignment via Adaptive Features
Weixin Zeng, Xiang Zhao, ... (+2 more)
|
👻
Ghosted
|
cs.AI
|
116 |
6 years ago |
| 17 |
Enabling Efficient Cyber Threat Hunting With Cyber Threat Intelligence
Peng Gao, Fei Shao, ... (+7 more)
|
👻
Ghosted
|
cs.CR
|
115 |
5 years ago |
| 18 |
A Fast Order-Based Approach for Core Maintenance
Yikai Zhang, Jeffrey Xu Yu, ... (+2 more)
|
👻
Ghosted
|
cs.DB
|
112 |
9 years ago |
| 19 |
I/O Efficient Core Graph Decomposition at Web Scale
Dong Wen, Lu Qin, ... (+3 more)
|
👻
Ghosted
|
cs.DB
|
111 |
10 years ago |
| 20 |
Valentine: Evaluating Matching Techniques for Dataset Discovery
Christos Koutras, George Siachamis, ... (+7 more)
|
👻
Ghosted
|
cs.DB
|
104 |
5 years ago |
| 21 |
Prediction-Based Task Assignment in Spatial Crowdsourcing (Technical Report)
Peng Cheng, Xiang Lian, ... (+2 more)
|
👻
Ghosted
|
cs.DB
|
103 |
10 years ago |
| 22 |
Network Backboning with Noisy Data
Michele Coscia, Frank Neffke
|
👻
Ghosted
|
physics.soc-ph
|
100 |
9 years ago |
| 23 |
Efficient Joinable Table Discovery in Data Lakes: A High-Dimensional Similarity-Based Approach
Yuyang Dong, Kunihiro Takeoka, ... (+2 more)
|
👻
Ghosted
|
cs.IR
|
97 |
5 years ago |
| 24 |
When Two Choices Are not Enough: Balancing at Scale in Distributed Stream Processing
Muhammad Anis Uddin Nasir, Gianmarco De Francisci Morales, ... (+2 more)
|
👻
Ghosted
|
cs.DC
|
94 |
10 years ago |
| 25 |
Efficient Bitruss Decomposition for Large-scale Bipartite Graphs
Kai Wang, Xuemin Lin, ... (+3 more)
|
👻
Ghosted
|
cs.DB
|
91 |
6 years ago |
| 26 |
NXgraph: An Efficient Graph Processing System on a Single Machine
Yuze Chi, Guohao Dai, ... (+4 more)
|
👻
Ghosted
|
cs.DB
|
91 |
10 years ago |
| 27 |
Attacking Black-box Recommendations via Copying Cross-domain User Profiles
Wenqi Fan, Tyler Derr, ... (+6 more)
|
👻
Ghosted
|
cs.IR
|
87 |
5 years ago |
| 28 |
FedRecAttack: Model Poisoning Attack to Federated Recommendation
Dazhong Rong, Shuai Ye, ... (+4 more)
|
👻
Ghosted
|
cs.CR
|
80 |
3 years ago |
| 29 |
Sequence-Aware Factorization Machines for Temporal Predictive Analytics
Tong Chen, Hongzhi Yin, ... (+4 more)
|
👻
Ghosted
|
cs.LG
|
79 |
6 years ago |
| 30 |
Cross-Domain Recommendation to Cold-Start Users via Variational Information Bottleneck
Jiangxia Cao, Jiawei Sheng, ... (+3 more)
|
👻
Ghosted
|
cs.IR
|
79 |
3 years ago |
| 31 |
A Unified Replay-based Continuous Learning Framework for Spatio-Temporal Prediction on Streaming Data
Hao Miao, Yan Zhao, ... (+6 more)
|
👻
Ghosted
|
cs.DB
|
78 |
1 year ago |
| 32 |
Scalable Tucker Factorization for Sparse Tensors - Algorithms and Discoveries
Sejoon Oh, Namyong Park, ... (+2 more)
|
👻
Ghosted
|
math.NA
|
76 |
8 years ago |
| 33 |
Price-aware Recommendation with Graph Convolutional Networks
Yu Zheng, Chen Gao, ... (+3 more)
|
👻
Ghosted
|
cs.IR
|
75 |
6 years ago |
| 34 |
Efficient and Effective Community Search on Large-scale Bipartite Graphs
Kai Wang, Wenjie Zhang, ... (+4 more)
|
👻
Ghosted
|
cs.DB
|
75 |
5 years ago |
| 35 |
Syndrome-aware Herb Recommendation with Multi-Graph Convolution Network
Yuanyuan Jin, Wei Zhang, ... (+3 more)
|
👻
Ghosted
|
cs.IR
|
72 |
6 years ago |
| 36 |
Bridging the Semantic Gap with SQL Query Logs in Natural Language Interfaces to Databases
Christopher Baik, H. V. Jagadish, Yunyao Li
|
👻
Ghosted
|
cs.DB
|
70 |
7 years ago |
| 37 |
Physical Representation-based Predicate Optimization for a Visual Analytics Database
Michael R. Anderson, Michael Cafarella, ... (+2 more)
|
👻
Ghosted
|
cs.DB
|
69 |
7 years ago |
| 38 |
GSI: GPU-friendly Subgraph Isomorphism
Li Zeng, Lei Zou, ... (+3 more)
|
👻
Ghosted
|
cs.DB
|
65 |
6 years ago |
| 39 |
RNTrajRec: Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer
Yuqi Chen, Hanyuan Zhang, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
64 |
3 years ago |
| 40 |
CAGRA: Highly Parallel Graph Construction and Approximate Nearest Neighbor Search for GPUs
Hiroyuki Ootomo, Akira Naruse, ... (+4 more)
|
👻
Ghosted
|
cs.DS
|
63 |
2 years ago |
| 41 |
Parameterized Decision-making with Multi-modal Perception for Autonomous Driving
Yuyang Xia, Shuncheng Liu, ... (+5 more)
|
👻
Ghosted
|
cs.AI
|
59 |
2 years ago |
| 42 |
Leveraging Meta-path Contexts for Classification in Heterogeneous Information Networks
Xiang Li, Danhao Ding, ... (+3 more)
|
👻
Ghosted
|
cs.LG
|
58 |
5 years ago |
| 43 |
Approximate Query Processing using Deep Generative Models
Saravanan Thirumuruganathan, Shohedul Hasan, ... (+2 more)
|
👻
Ghosted
|
cs.DB
|
58 |
7 years ago |
| 44 |
Scalable and interpretable product recommendations via overlapping co-clustering
Reinhard Heckel, Michail Vlachos, ... (+2 more)
|
👻
Ghosted
|
cs.IR
|
58 |
9 years ago |
| 45 |
Relational Message Passing for Fully Inductive Knowledge Graph Completion
Yuxia Geng, Jiaoyan Chen, ... (+5 more)
|
💤
Eternal Rest
|
cs.AI
|
56 |
3 years ago |
| 46 |
PURPLE: Making a Large Language Model a Better SQL Writer
Tonghui Ren, Yuankai Fan, ... (+8 more)
|
👻
Ghosted
|
cs.DB
|
55 |
1 year ago |
| 47 |
Dynamic Hypergraph Structure Learning for Traffic Flow Forecasting
Yusheng Zhao, Xiao Luo, ... (+4 more)
|
👻
Ghosted
|
cs.LG
|
55 |
2 years ago |
| 48 |
Stay Ahead of Poachers: Illegal Wildlife Poaching Prediction and Patrol Planning Under Uncertainty with Field Test Evaluations
Lily Xu, Shahrzad Gholami, ... (+12 more)
|
👻
Ghosted
|
stat.AP
|
55 |
7 years ago |
| 49 |
One-sided Differential Privacy
Stelios Doudalis, Ios Kotsogiannis, ... (+3 more)
|
👻
Ghosted
|
cs.CR
|
55 |
8 years ago |
| 50 |
NOUS: Construction and Querying of Dynamic Knowledge Graphs
Sutanay Choudhury, Khushbu Agarwal, ... (+5 more)
|
🌅
Old Age
|
cs.DB
|
55 |
9 years ago |