List of works - Bin Cui

A Unified and Efficient Coordinating Framework for Autonomous DBMS Tuning

scientific article published on 20 June 2023

CAFE: Towards Compact, Adaptive, and Fast Embedding for Large-scale Recommendation Models

scientific article published on 26 March 2024

DBPA: A Benchmark for Transactional Database Performance Anomalies

scientific article published on 30 May 2023

Demystifying Data Management for Large Language Models

scientific article published on 23 May 2024

Distributed Graph Neural Network Training: A Survey

scientific article published on 16 February 2024

Double-Anonymous Sketch: Achieving Top-K-fairness for Finding Global Top-K Frequent Items

scientific article published on 30 May 2023

FlexMoE: Scaling Large-scale Sparse Pre-trained Model Training via Dynamic Device Placement

scientific article published on 30 May 2023

JoinSketch: A Sketch Algorithm for Accurate and Unbiased Inner-Product Estimation

scientific article published on 30 May 2023

LadderFilter: Filtering Infrequent Items with Small Memory and Time Overhead

scientific article published on 30 May 2023

Mitigating Semantic Confusion from Hostile Neighborhood for Graph Active Learning

scientific article published on 21 October 2023

NPA: Improving Large-scale Graph Neural Networks with Non-parametric Attention

scientific article published on 23 May 2024

On-Device Recommender Systems: A Tutorial on The New-Generation Recommendation Paradigm

scientific article published on 12 May 2024

Rover: An Online Spark SQL Tuning Service via Generalized Transfer Learning

scientific article published on 04 August 2023

Scapin: Scalable Graph Structure Perturbation by Augmented Influence Maximization

scientific article published on 20 June 2023

SpotServe: Serving Generative Large Language Models on Preemptible Instances

scientific article published on 22 April 2024

TreeSensing: Linearly Compressing Sketches with Flexibility

scientific article published on 30 May 2023

Unveiling Vulnerabilities of Contrastive Recommender Systems to Poisoning Attacks

scientific article published on 25 August 2024

List of works by Bin Cui

A Unified and Efficient Coordinating Framework for Autonomous DBMS Tuning

CAFE: Towards Compact, Adaptive, and Fast Embedding for Large-scale Recommendation Models

DBPA: A Benchmark for Transactional Database Performance Anomalies

Demystifying Data Management for Large Language Models

Distributed Graph Neural Network Training: A Survey

Double-Anonymous Sketch: Achieving Top-K-fairness for Finding Global Top-K Frequent Items

FlexMoE: Scaling Large-scale Sparse Pre-trained Model Training via Dynamic Device Placement

JoinSketch: A Sketch Algorithm for Accurate and Unbiased Inner-Product Estimation

LadderFilter: Filtering Infrequent Items with Small Memory and Time Overhead

Mitigating Semantic Confusion from Hostile Neighborhood for Graph Active Learning

NPA: Improving Large-scale Graph Neural Networks with Non-parametric Attention

On-Device Recommender Systems: A Tutorial on The New-Generation Recommendation Paradigm

Rover: An Online Spark SQL Tuning Service via Generalized Transfer Learning

Scapin: Scalable Graph Structure Perturbation by Augmented Influence Maximization

SpotServe: Serving Generative Large Language Models on Preemptible Instances

TreeSensing: Linearly Compressing Sketches with Flexibility

Unveiling Vulnerabilities of Contrastive Recommender Systems to Poisoning Attacks