Jin Song Dong

About Jin Song Dong

Jin Song Dong, With an exceptional h-index of 52 and a recent h-index of 31 (since 2020), a distinguished researcher at National University of Singapore, specializes in the field of Software Engineering, Formal Methods, Model Checking, Sports Analytics, Pervasive Computing.

His recent articles reflect a diverse array of research interests and contributions to the field:

A Symbolic Rule Integration Framework with Logic Transformer for Inductive Relation Prediction

Insight Analysis for Tennis Strategy and Tactics

DeepDebugger: An Interactive Time-Travelling Debugging Approach for Deep Classifiers

Continuous-Time Distributed Generalized Nash Equilibrium Seeking in Nonsmooth Fuzzy Aggregative Games

Sports Injury Prediction in Professional Tennis

Recognizing a Sequence of Events from Tennis Video Clips: Addressing Timestep Identification and Subtle Class Differences

A Quaternion-Valued Neural Network Approach to Nonsmooth Nonconvex Constrained Optimization in Quaternion Domain

Empirical Study on Transformer-based Techniques for Software Engineering

Jin Song Dong Information

University

Position

Professor of Computer Science and Griffith University

Citations(all)

11350

Citations(since 2020)

4016

Cited By

8937

hIndex(all)

52

hIndex(since 2020)

31

i10Index(all)

258

i10Index(since 2020)

94

Email

University Profile Page

Google Scholar

Jin Song Dong Skills & Research Interests

Software Engineering

Formal Methods

Model Checking

Sports Analytics

Pervasive Computing

Top articles of Jin Song Dong

A Symbolic Rule Integration Framework with Logic Transformer for Inductive Relation Prediction

2024

Insight Analysis for Tennis Strategy and Tactics

2023/12/1

DeepDebugger: An Interactive Time-Travelling Debugging Approach for Deep Classifiers

2023/11/30

Continuous-Time Distributed Generalized Nash Equilibrium Seeking in Nonsmooth Fuzzy Aggregative Games

IEEE Transactions on Control of Network Systems

2023/11/27

Sports Injury Prediction in Professional Tennis

2023/10/24

Recognizing a Sequence of Events from Tennis Video Clips: Addressing Timestep Identification and Subtle Class Differences

2023/10/24

A Quaternion-Valued Neural Network Approach to Nonsmooth Nonconvex Constrained Optimization in Quaternion Domain

IEEE Transactions on Emerging Topics in Computational Intelligence

2023/10/3

Empirical Study on Transformer-based Techniques for Software Engineering

2023/9/30

B2-Sampling: Fusing Balanced and Biased Sampling for Graph Contrastive Learning

2023/8/6

Empower Post-hoc Graph Explanations with Information Bottleneck: A Pre-training and Fine-tuning Perspective

2023/8/6

Formalizing UML state machines for automated verification–A survey

2023/7/13

Sports Analytics Using Probabilistic Model Checking and Deep Learning

2023/6/14

Supervised robustness-preserving data-free neural network pruning

2023/6/14

Mark Huasong Meng
Mark Huasong Meng

H-Index: 4

Jin Song Dong
Jin Song Dong

H-Index: 27

Extracting optimal explanations for ensemble trees via automated reasoning

Applied Intelligence

2023/6

Jin Song Dong
Jin Song Dong

H-Index: 27

Yongsheng Gao
Yongsheng Gao

H-Index: 18

Enhancing Federated Learning Robustness Using Data-Agnostic Model Pruning

2023/5/25

Deeparc: Modularizing neural networks for the model maintenance

2023/5/14

A neurodynamic approach for nonsmooth optimal power consumption of intelligent and connected vehicles

Neural Networks

2023/4/1

A subgradient-based neurodynamic algorithm to constrained nonsmooth nonconvex interval-valued optimization

Neural Networks

2023/3/1

A Recurrent Neural Network Approach for Constrained Distributed Fuzzy Convex Optimization

IEEE Transactions on Neural Networks and Learning Systems

2023/1/26

Knowledge Expansion and Counterfactual Interaction for {Reference-Based} Phishing Detection

2023

See List of Professors in Jin Song Dong University(National University of Singapore)