Jiawei Du · Agency for Science, Technology and Research

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Academic lineage

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Advisors

Vincent Tan Yan Fu
PhD advisor · until 2023 · National University of Singapore
From a thesis record ↗
Xinchao Wang
PhD advisor · until 2023 · National University of Singapore
From a thesis record ↗
Zhou Tianyi Joey
PhD advisor · until 2023 · National University of Singapore
From a thesis record ↗

Works66 from public data

TitleCited by

AnomalyNet: An Anomaly Detection Network for Video Surveillance
IEEE Transactions on Information Forensics and Security · 2019
364
Attention-Driven Loss for Anomaly Detection in Video Surveillance
IEEE Transactions on Circuits and Systems for Video Technology · 2019
156
SC2Net: Sparse LSTMs for Sparse Coding
Proceedings of the AAAI Conference on Artificial Intelligence · 2018
61
Spanning Training Progress: Temporal Dual-Depth Scoring (TDDS) for Enhanced Dataset Pruning
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2024
53
Locality-Aware Crowd Counting
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021
49
Query-efficient Meta Attack to Deep Neural Networks
arXiv · 2019
48
Segmentation and sampling method for complex polyline generalization based on a generative adversarial network
Geocarto International · 2021
39
On Robustness of Neural Ordinary Differential Equations
arXiv · 2019
39
Intelligent detection technology of flip chip based on H-SVM algorithm
Engineering Failure Analysis · 2022
38
The Evolution of Dataset Distillation: Toward Scalable and Generalizable Solutions
arXiv · 2025
31
Polyline simplification based on the artificial neural network with constraints of generalization knowledge
Cartography and Geographic Information Science · 2022
29
Efficient Sharpness-aware Minimization for Improved Training of Neural Networks
arXiv · 2021
25
Overview of the Research Progress in Automated Map Generalization
DOAJ (DOAJ: Directory of Open Access Journals) · 2017
21
Breaking Class Barriers: Efficient Dataset Distillation via Inter-Class Feature Compensator
arXiv · 2024
15
A fast generalization method of multibeam echo soundings for nautical charting
Journal of Geovisualization and Spatial Analysis · 2021
14
Two-year remote sensing and ground verification: Estimating chlorophyll content in winter wheat using UAV multi-spectral imagery
Artificial Intelligence in Agriculture · 2025
13
DD-RobustBench: An Adversarial Robustness Benchmark for Dataset Distillation
IEEE Transactions on Image Processing · 2025
11
The intelligent detection method for flip chips using CBN-S-Net algorithm with SAM images
Journal of Manufacturing Processes · 2022
11
Depth Contour Smoothing Based on the Fitting of Multi-Segment Bezier Curves
Marine Geodesy · 2018
10
Beyond Modality Collapse: Representations Blending for Multimodal Dataset Distillation
arXiv · 2025
9
Constrained growth strategy of magnetic nanoparticles to enhance broadband microwave absorption of FeCo/C nanorod composites
Journal of Alloys and Compounds · 2025
9
Markov-PQ: Joint Pruning-Quantization via Learnable Markov Chain
IEEE Transactions on Circuits and Systems for Video Technology · 2024
9
CodecFake+: Codec-Based Resynthesized Data as a Proxy for Detecting CodecFake Speech
arXiv · 2025
8
Advances in Understanding the Pathogenesis of Sensorineural Hearing Loss: Treatment Strategies and Implications for Auditory Protection
Sensory Neuroscience · 2025
8
SAR: Sharpness-Aware minimization for enhancing DNNs’ Robustness against bit-flip errors
Journal of Systems Architecture · 2024
8
Neural Codec-based Adversarial Sample Detection for Speaker Verification
Interspeech (USB) · 2024
8
LCBRG: A lane-level road cluster mining algorithm with bidirectional region growing
Open Geosciences · 2021
8
An Efficient Defending Mechanism Against Image Attacking on Medical Image Segmentation Models
Lecture notes in computer science · 2022
7
Small sample classification based on data enhancement and its application in flip chip defection
Microelectronics Reliability · 2022
7
Balancing Privacy and Performance: A Many-in-One Approach for Image Anonymization
Proceedings of the AAAI Conference on Artificial Intelligence · 2025
6
Diversity-Driven Synthesis: Enhancing Dataset Distillation through Directed Weight Adjustment
neural information processing systems · 2024
6
An axis-matching approach to combined collinear pattern recognition for urban building groups
Geocarto International · 2021
6
AFSBN: A Method of Artificial Fish Swarm Optimizing Bayesian Network for Epistasis Detection
IEEE Transactions on Computational Biology and Bioinformatics · 2019
6
Continuous Disentangled Joint Space Learning for Domain Generalization
IEEE Transactions on Neural Networks and Learning Systems · 2024
5
A Progressive Simplification Method for Buildings Based on Structural Subdivision
ISPRS International Journal of Geo-Information · 2022
5
Localizing Audio-Visual Deepfakes via Hierarchical Boundary Modeling
arXiv · 2025
4
Wafer Defect Detection Technology Based on CTM-IYOLOv10 Network
Journal of Imaging · 2025
4
DPGP: A Hybrid 2D-3D Dual Path Potential Ghost Probe Zone Prediction Framework for Safe Autonomous Driving
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) · 2025
4
Positive Weighted Feature Attack: Toward Transferable Adversarial Attack to SAR Target Recognition
IEEE International Conference on Electronic Technology, Communication and Information (ICETCI) · 2023
4
An Automated Approach to Coastline Simplification for Maritime Structures with Collapse Operation
Marine Geodesy · 2021
4
A Novel Route Randomization Approach for Moving Target Defense
IEEE International Conference on Communication Technology (ICCT) · 2018
4
A Multi-source Alarm Information Fusion Processing Method for Network Attack Situation
IOP Conference Series Materials Science and Engineering · 2018
4
A Progressive Method of Simplifying Polylines with Multi-bends Simplification Templates
Communications in computer and information science · 2017
4
Neuromorphic energy economics: toward biologically inspired and sustainable power market design
Frontiers in Computational Neuroscience · 2025
3
Memory-Assistant Collaborative Language Understanding for Artificial Intelligence of Things
IEEE Transactions on Industrial Informatics · 2021
3
RAIN: A Simple Approach for Robust and Accurate Image Classification Networks
arXiv · 2020
3
Pattern Recognition of Complex Distributed Ditches
ISPRS International Journal of Geo-Information · 2021
2
A Method of Network Behavior Recognition and Attack Scenario Reconstruction for Attack Kill Chain
Jiawei Du, Xing Zhang, Guowei Suo, Ronghua Guo, Gang Lu
Proceedings of the 2019 International Conference on Wireless Communication, Network and Multimedia Engineering (WCNME 2019) · 2019
2
Quantitative Analysis of Network Address Randomization's Security Effectiveness
IEEE International Conference on Communication Technology (ICCT) · 2018
2
SILM: A Subjective Intent Based Low-Latency Framework for Multiple Traffic Participants Joint Trajectory Prediction
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) · 2025
1
Single-Domain Generalization via Path Flatness-Aware Optimization of Loss Landscapes
IEEE Transactions on Neural Networks and Learning Systems · 2025
1
A survey of the research progress in automated generalization of submarine terrain data
DOAJ (DOAJ: Directory of Open Access Journals) · 2022
1
An aggregation index clustering method of natural polygon features for spatial knowledge mining
DOAJ (DOAJ: Directory of Open Access Journals) · 2021
1
Research of Information System Security Risk Management based on Probability Model and Security Entropy
DEStech Transactions on Computer Science and Engineering · 2018
1
MindAdapter: Few-Shot Parameter-Efficient Residual Calibration of Cross-Subject Brain-to-Visual Decoding Models
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 2026
–
Cross-Modal Self-supervised Learning with Smartphone Records for Early Parkinson’s Disease Detection
Communications in computer and information science · 2026
–
EDITS: Enhancing Dataset Distillation with Implicit Textual Semantics
IEEE International Conference on Acoustics Speech and Signal Processing · 2026
–
IFCoT: Insights Fusion Chain of Thought for Multimodal Reasoning in LLMs
IEEE Transactions on Circuits and Systems for Video Technology · 2026
–
Two-Year Remote Sensing and Ground Verification: Estimating Winter Wheat Chlorophyll Content Using UAV-Based Multispectral Imagery
SSRN Electronic Journal · 2025
–
Rectangular pipe jacking and drag reduction technology for long distance silty formation
CRC Press eBooks · 2023
–
Spatial structure-preserving and conflict-avoiding methods for point settlement selection
Open Geosciences · 2022
–
RAIN: Robust and Accurate Classification Networks with Randomization and Enhancement
arXiv.org · 2020
–
Construction of Hierarchical Network Security Situation Early Warning Model Based on Fuzzy Reasoning
Guowei Suo, Ronghua Guo, Jiawei Du, Yinglong Liu, Jinsuo Wang, Zibiao Niu
Proceedings of the 2019 International Conference on Wireless Communication, Network and Multimedia Engineering (WCNME 2019) · 2019
–
A security model based on intelligent decision
Journal of Physics Conference Series · 2019
–
Construction of Quantitative Model for Network Security Situation Assessment Based on Intelligent Immunity
IOP Conference Series Materials Science and Engineering · 2018
–
Information Security Risk Analysis Based on DRSM Model and Fault Tree
Lecture notes in electrical engineering · 2013
–

Publication data from OpenAlex, with missing venues and authors filled in from Crossref; citation counts are the higher of OpenAlex and Semantic Scholar, last synced 2026-10-10. Citation counts may be lower than on Google Scholar, which indexes more sources.

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