Name
Affiliation
Papers
JINGREN ZHOU
Microsoft, Redmond, WA, USA
135
Collaborators
Citations 
PageRank 
468
767
75.63
Referers 
Referees 
References 
2116
1972
781
Search Limit
1001000
Title
Citations
PageRank
Year
A Unified Transferable Model for ML-Enhanced DBMS00.342022
Sampling-based Estimation of the Number of Distinct Values in Distributed Environment00.342022
GNNLab: a factored system for sample-based GNN training over GPUs00.342022
Federated Matrix Factorization with Privacy Guarantee.00.342022
Fine-Grained Modeling and Optimization for Intelligent Resource Management in Big Data Processing.00.342022
FederatedScope-GNN: Towards a Unified, Comprehensive and Efficient Package for Federated Graph Learning00.342022
Banyan: A Scoped Dataflow Engine for Graph Query Service.00.342022
One Size Does Not Fit All: A Bandit-Based Sampler Combination Framework with Theoretical Guarantees00.342022
A Practical Introduction to Federated Learning00.342022
OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework.00.342022
Principled Knowledge Extrapolation with GANs.00.342022
Device-cloud Collaborative Recommendation via Meta Controller00.342022
Fine-Grained Modeling and Optimization for Intelligent Resource Management in Big Data Processing.00.342022
Learned Query Optimizer: At the Forefront of AI-Driven Databases00.342022
In-N-Out Generative Learning for Dense Unsupervised Video Segmentation00.342022
Strengthening Order Preserving Encryption with Differential Privacy00.342022
Banyan: A Scoped Dataflow Engine for Graph Query Service.00.342022
Uncovering Causal Effects of Online Short Videos on Consumer Behaviors00.342022
VolcanoML: Speeding up End-to-End AutoML via Scalable Search Space Decomposition.00.342021
Gaia: A System For Interactive Analysis On Distributed Graphs Using A High-Level Language00.342021
Large-Scale Fake Click Detection For E-Commerce Recommendation Systems00.342021
Efficient And Scalable Structure Learning For Bayesian Networks: Algorithms And Applications00.342021
FLAT: fast, lightweight and accurate method for cardinality estimation20.372021
M6: Multi-Modality-to-Multi-Modality Multitask Mega-transformer for Unified Pretraining00.342021
Learning to be a Statistician: Learned Estimator for Number of Distinct Values00.342021
UFC-BERT: Unifying Multi-Modal Controls for Conditional Image Synthesis.00.342021
FlashP: an analytical pipeline for real-time forecasting of time-series relational data00.342021
Dynamic Memory Based Attention Network For Sequential Recommendation00.342021
GraphScope: A One-Stop Large Graph Processing System.00.342021
Linear-Time Self Attention with Codeword Histogram for Efficient Recommendation10.382021
Automating Incremental Graph Processing with Flexible Memoization.00.342021
Enhancing E-Commerce Recommender System Adaptability With Online Deep Controllable Learning-To-Rank00.342021
Low-Rank Subspaces in GANs.00.342021
Device-Cloud Collaborative Learning for Recommendation10.352021
Cardinality Estimation in DBMS: A Comprehensive Benchmark Evaluation.00.342021
Fangorn: Adaptive Execution Framework for Heterogeneous Workloads on Shared Clusters.00.342021
FlashP: An Analytical Pipeline for Real-time Forecasting of Time-Series Relational Data.00.342021
FlexGraph: a flexible and efficient distributed framework for GNN training40.482021
Automating incremental graph processing with flexible memoization10.342021
Atnn: Adversarial Two-Tower Neural Network For New Item'S Popularity Prediction In E-Commerce00.342021
Learning to Rehearse in Long Sequence Memorization00.342021
Sketch and Refine - Towards Faithful and Informative Table-to-Text Generation.00.342021
Incrementalizing Graph Algorithms00.342021
FLAT: Fast, Lightweight and Accurate Method for Cardinality Estimation.00.342021
Tempura: A General Cost-Based Optimizer Framework for Incremental Data Processing.00.342021
Understanding Negative Sampling in Graph Representation Learning60.462020
Collecting and Analyzing Data Jointly from Multiple Services under Local Differential Privacy.00.342020
Application Driven Graph Partitioning00.342020
Maximum Biclique Search at Billion Scale.00.342020
Hop-constrained s-t Simple Path Enumeration: Towards Bridging Theory and Practice.00.342020
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