List of works - Hai Jin

A Cascaded ReRAM-based Crossbar Architecture for Transformer Neural Network Acceleration

scientific article published on 18 October 2024

A Compilation Tool for Computation Offloading in ReRAM-based CIM Architectures

scientific article published on 05 September 2023

A Survey on Wireless Device-free Human Sensing: Application Scenarios, Current Solutions, and Open Issues

scientific article published on 19 April 2022

Accelerating Personalized Recommendation with Cross-level Near-Memory Processing

scientific article published on 16 June 2023

An Efficient ReRAM-based Accelerator for Asynchronous Iterative Graph Processing

scientific article published on 02 November 2024

An Extensive Study on Adversarial Attack against Pre-trained Models of Code

scientific article published on 30 November 2023

ApSpGEMM: Accelerating Large-scale SpGEMM with Heterogeneous Collaboration and Adaptive Panel

scientific article published on 06 November 2024

Automated Data Visualization from Natural Language via Large Language Models: An Exploratory Study

scientific article published on 30 May 2024

Comparing the Performance of Different Code Representations for Learning-based Vulnerability Detection

scientific article published on 05 October 2023

Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit

scientific article published on 18 May 2024

Dispatcher: Resource-aware Nakamoto Blockchain via Hierarchical Topology and Adaptive Incentives

scientific article published on 23 December 2023

Effective Vulnerable Function Identification based on CVE Description Empowered by Large Language Models

scientific article published on 18 October 2024

FNNG: A High-Performance FPGA-based Accelerator for K-Nearest Neighbor Graph Construction

scientific article published on 10 February 2023

Fine-Grained Lesion Classification Framework for Early Auxiliary Diagnosis

scientific article published on 21 March 2023

Graph Neural Networks for Vulnerability Detection: A Counterfactual Explanation

scientific article published on 11 September 2024

GraphTune: An Efficient Dependency-Aware Substrate to Alleviate Irregularity in Concurrent Graph Processing

scientific article published on 26 May 2023

How Does Code Optimization Impact Third-party Library Detection for Android Applications?

scientific article published on 18 October 2024

L-FNNG: Accelerating Large-Scale KNN Graph Construction on CPU-FPGA Heterogeneous Platform

scientific article published on 14 March 2024

Lost along the Way: Understanding and Mitigating Path-Misresolution Threats to Container Isolation

scientific article published on 21 November 2023

Machine Learning is All You Need: A Simple Token-based Approach for Effective Code Clone Detection

scientific article published on 12 April 2024

MalSensor: Fast and Robust Windows Malware Classification

scientific article published on 24 August 2024

Maltracker: A Fine-Grained NPM Malware Tracker Copiloted by LLM-Enhanced Dataset

scientific article published on 11 September 2024

MetaNMP: Leveraging Cartesian-Like Product to Accelerate HGNNs with Near-Memory Processing

scientific article published on 16 June 2023

MiCache: An MSHR-inclusive Non-blocking Cache Design for FPGAs

scientific article published on 02 April 2024

On the Effectiveness of Function-Level Vulnerability Detectors for Inter-Procedural Vulnerabilities

scientific article published on 12 April 2024

PipeEdge: A Trusted Pipelining Collaborative Edge Training based on Blockchain

scientific article published on 26 April 2023

QoS-pro: A QoS-enhanced Transaction Processing Framework for Shared SSDs

scientific article published on 14 November 2023

RACE: An Efficient Redundancy-aware Accelerator for Dynamic Graph Neural Network

scientific article published on 30 August 2023

ScalaBFS2: A High-performance BFS Accelerator on an HBM-enhanced FPGA Chip

scientific article published on 29 February 2024

StateDiver: Testing Deep Packet Inspection Systems with State-Discrepancy Guidance

scientific article published on 03 December 2022

TIGA: Towards Efficient Near Data Processing in SmartNICs-based Disaggregated Memory Systems

scientific article published on 07 November 2024

Towards Stricter Black-box Integrity Verification of Deep Neural Network Models

scientific article published on 26 October 2024

Towards Understanding the Effectiveness of Large Language Models on Directed Test Input Generation

scientific article published on 18 October 2024

Trebiz: Byzantine Fault Tolerance with Byzantine Merchants

scientific article published on 03 December 2022

Tritor: Detecting Semantic Code Clones by Building Social Network-Based Triads Model

scientific article published on 30 November 2023

Understanding the Bug Characteristics and Fix Strategies of Federated Learning Systems

scientific article published on 30 November 2023

Unveiling the Characteristics and Impact of Security Patch Evolution

scientific article published on 18 October 2024

List of works by Hai Jin

A Cascaded ReRAM-based Crossbar Architecture for Transformer Neural Network Acceleration

A Compilation Tool for Computation Offloading in ReRAM-based CIM Architectures

A Survey on Wireless Device-free Human Sensing: Application Scenarios, Current Solutions, and Open Issues

Accelerating Personalized Recommendation with Cross-level Near-Memory Processing

An Efficient ReRAM-based Accelerator for Asynchronous Iterative Graph Processing

An Extensive Study on Adversarial Attack against Pre-trained Models of Code

ApSpGEMM: Accelerating Large-scale SpGEMM with Heterogeneous Collaboration and Adaptive Panel

Automated Data Visualization from Natural Language via Large Language Models: An Exploratory Study

Comparing the Performance of Different Code Representations for Learning-based Vulnerability Detection

Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit

Dispatcher: Resource-aware Nakamoto Blockchain via Hierarchical Topology and Adaptive Incentives

Effective Vulnerable Function Identification based on CVE Description Empowered by Large Language Models

FNNG: A High-Performance FPGA-based Accelerator for K-Nearest Neighbor Graph Construction

Fine-Grained Lesion Classification Framework for Early Auxiliary Diagnosis

Graph Neural Networks for Vulnerability Detection: A Counterfactual Explanation

GraphTune: An Efficient Dependency-Aware Substrate to Alleviate Irregularity in Concurrent Graph Processing

How Does Code Optimization Impact Third-party Library Detection for Android Applications?

L-FNNG: Accelerating Large-Scale KNN Graph Construction on CPU-FPGA Heterogeneous Platform

Lost along the Way: Understanding and Mitigating Path-Misresolution Threats to Container Isolation

Machine Learning is All You Need: A Simple Token-based Approach for Effective Code Clone Detection

MalSensor: Fast and Robust Windows Malware Classification

Maltracker: A Fine-Grained NPM Malware Tracker Copiloted by LLM-Enhanced Dataset

MetaNMP: Leveraging Cartesian-Like Product to Accelerate HGNNs with Near-Memory Processing

MiCache: An MSHR-inclusive Non-blocking Cache Design for FPGAs

On the Effectiveness of Function-Level Vulnerability Detectors for Inter-Procedural Vulnerabilities

PipeEdge: A Trusted Pipelining Collaborative Edge Training based on Blockchain

QoS-pro: A QoS-enhanced Transaction Processing Framework for Shared SSDs

RACE: An Efficient Redundancy-aware Accelerator for Dynamic Graph Neural Network

ScalaBFS2: A High-performance BFS Accelerator on an HBM-enhanced FPGA Chip

StateDiver: Testing Deep Packet Inspection Systems with State-Discrepancy Guidance

TIGA: Towards Efficient Near Data Processing in SmartNICs-based Disaggregated Memory Systems

Towards Stricter Black-box Integrity Verification of Deep Neural Network Models

Towards Understanding the Effectiveness of Large Language Models on Directed Test Input Generation

Trebiz: Byzantine Fault Tolerance with Byzantine Merchants

Tritor: Detecting Semantic Code Clones by Building Social Network-Based Triads Model

Understanding the Bug Characteristics and Fix Strategies of Federated Learning Systems

Unveiling the Characteristics and Impact of Security Patch Evolution