Jiawei Du

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Bibliography

2025
CLIPin: A Non-contrastive Plug-in to CLIP for Multimodal Semantic Alignment.
CoRR, August, 2025

Localizing Audio-Visual Deepfakes via Hierarchical Boundary Modeling.
CoRR, August, 2025

Continuous Disentangled Joint Space Learning for Domain Generalization.
IEEE Trans. Neural Networks Learn. Syst., July, 2025

From LLM-anation to LLM-orchestrator: Coordinating Small Models for Data Labeling.
CoRR, June, 2025

Rethinking Agent Design: From Top-Down Workflows to Bottom-Up Skill Evolution.
CoRR, May, 2025

Beyond Modality Collapse: Representations Blending for Multimodal Dataset Distillation.
CoRR, May, 2025

Codec-Based Deepfake Source Tracing via Neural Audio Codec Taxonomy.
CoRR, May, 2025

SILM: A Subjective Intent Based Low-Latency Framework for Multiple Traffic Participants Joint Trajectory Prediction.
CoRR, April, 2025

DPGP: A Hybrid 2D-3D Dual Path Potential Ghost Probe Zone Prediction Framework for Safe Autonomous Driving.
CoRR, April, 2025

LLM Knows Geometry Better than Algebra: Numerical Understanding of LLM-Based Agents in A Trading Arena.
CoRR, February, 2025

The Evolution of Dataset Distillation: Toward Scalable and Generalizable Solutions.
CoRR, February, 2025

CodecFake-Omni: A Large-Scale Codec-based Deepfake Speech Dataset.
CoRR, January, 2025

HFedCWA: heterogeneous federated learning algorithm based on contribution-weighted aggregation.
Appl. Intell., January, 2025

DD-RobustBench: An Adversarial Robustness Benchmark for Dataset Distillation.
IEEE Trans. Image Process., 2025

MAENet: Boost image-guided point cloud completion more accurate and even.
Inf. Fusion, 2025

Neuromorphic energy economics: toward biologically inspired and sustainable power market design.
Frontiers Comput. Neurosci., 2025

Market-consistent economic scenario generation system for treasury bond yields with the Smith-Wilson method.
Expert Syst. Appl., 2025

Smartphone Sensor-Based Physiological Parameter Monitoring: Advances, Apps, and Discussions.
Expert Syst. J. Knowl. Eng., 2025

PVP: Polar Representation Boost for 3D Semantic Occupancy Prediction.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

Influence-Guided Diffusion for Dataset Distillation.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Breaking Class Barriers: Efficient Dataset Distillation via Inter-Class Feature Compensator.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

CEMSSL: Conditional Embodied Self-Supervised Learning is All You Need for High-precision Multi-solution Inverse Kinematics of Robot Arms.
Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

KPL: Training-Free Medical Knowledge Mining of Vision-Language Models.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

Balancing Privacy and Performance: A Many-in-One Approach for Image Anonymization.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024
Markov-PQ: Joint Pruning-Quantization via Learnable Markov Chain.
IEEE Trans. Circuits Syst. Video Technol., December, 2024

Correction: FLM-ICR: a federated learning model for classification of internet of vehicle terminals using connection records.
J. Cloud Comput., December, 2024

FLM-ICR: a federated learning model for classification of internet of vehicle terminals using connection records.
J. Cloud Comput., December, 2024

Towards Better Unguided Depth Completion via Cross-Modality Knowledge Distillation in the Frequency Domain.
IEEE Trans. Intell. Veh., November, 2024

Robust model predictive control for perturbed nonlinear systems via an error differential-integral based event-triggered approach.
Int. J. Syst. Sci., April, 2024

NIDS-FLGDP: Network Intrusion Detection Algorithm Based on Gaussian Differential Privacy Federated Learning.
J. Circuits Syst. Comput., February, 2024

Robust distributed MPC for disturbed nonlinear multi-agent systems based on a mixed differential-integral event-triggered mechanism.
J. King Saud Univ. Comput. Inf. Sci., January, 2024

MFFSODNet: Multiscale Feature Fusion Small Object Detection Network for UAV Aerial Images.
IEEE Trans. Instrum. Meas., 2024

SAR: Sharpness-Aware minimization for enhancing DNNs' Robustness against bit-flip errors.
J. Syst. Archit., 2024

ReLEP: A Novel Framework for Real-world Long-horizon Embodied Planning.
CoRR, 2024

ViLReF: A Chinese Vision-Language Retinal Foundation Model.
CoRR, 2024

EMO-SUPERB: An In-depth Look at Speech Emotion Recognition.
CoRR, 2024

Codec-Superb @ SLT 2024: A Lightweight Benchmark For Neural Audio Codec Models.
Proceedings of the IEEE Spoken Language Technology Workshop, 2024

Open-Emotion: A Reproducible EMO-Superb For Speech Emotion Recognition Systems.
Proceedings of the IEEE Spoken Language Technology Workshop, 2024

DFADD: The Diffusion and Flow-Matching Based Audio Deepfake Dataset.
Proceedings of the IEEE Spoken Language Technology Workshop, 2024

Diversity-Driven Synthesis: Enhancing Dataset Distillation through Directed Weight Adjustment.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

RET-CLIP: A Retinal Image Foundation Model Pre-trained with Clinical Diagnostic Reports.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Neural Codec-based Adversarial Sample Detection for Speaker Verification.
Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

MedCoT: Medical Chain of Thought via Hierarchical Expert.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

VPL: Visual Proxy Learning Framework for Zero-Shot Medical Image Diagnosis.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Spanning Training Progress: Temporal Dual-Depth Scoring (TDDS) for Enhanced Dataset Pruning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Empower Typed Descriptions by Large Language Models for Speech Emotion Recognition.
Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2024

2023
MA-YOLO: A Method for Detecting Surface Defects of Aluminum Profiles With Attention Guidance.
IEEE Access, 2023

NIDS-CNNLSTM: Network Intrusion Detection Classification Model Based on Deep Learning.
IEEE Access, 2023

Sequential Subset Matching for Dataset Distillation.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Memory-Assistant Collaborative Language Understanding for Artificial Intelligence of Things.
IEEE Trans. Ind. Informatics, 2022

Locality-Aware Crowd Counting.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

A Progressive Simplification Method for Buildings Based on Structural Subdivision.
ISPRS Int. J. Geo Inf., 2022

Construction of Two Classes of Minimal Binary Linear Codes Based on Boolean Function.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2022

Sharpness-Aware Training for Free.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Research on Intrusion Detection Algorithm Based on Optimized CNN-LSTM.
Proceedings of the International Conference on Networking and Network Applications, 2022

An Efficient Defending Mechanism Against Image Attacking on Medical Image Segmentation Models.
Proceedings of the Resource-Efficient Medical Image Analysis - First MICCAI Workshop, 2022

Efficient Sharpness-aware Minimization for Improved Training of Neural Networks.
Proceedings of the Tenth International Conference on Learning Representations, 2022

2021
AFSBN: A Method of Artificial Fish Swarm Optimizing Bayesian Network for Epistasis Detection.
IEEE ACM Trans. Comput. Biol. Bioinform., 2021

Pattern Recognition of Complex Distributed Ditches.
ISPRS Int. J. Geo Inf., 2021

Event-Driven Model Predictive Controller for State Constrained Systems: An Input Signal Reconstruction Method.
IEEE Access, 2021

2020
Attention-Driven Loss for Anomaly Detection in Video Surveillance.
IEEE Trans. Circuits Syst. Video Technol., 2020

RAIN: Robust and Accurate Classification Networks with Randomization and Enhancement.
CoRR, 2020

On Robustness of Neural Ordinary Differential Equations.
Proceedings of the 8th International Conference on Learning Representations, 2020

Query-efficient Meta Attack to Deep Neural Networks.
Proceedings of the 8th International Conference on Learning Representations, 2020

2019
AnomalyNet: An Anomaly Detection Network for Video Surveillance.
IEEE Trans. Inf. Forensics Secur., 2019

A context-based service matching approach towards functional reliability for industrial systems.
Enterp. Inf. Syst., 2019

2018
A fog computing based concept drift adaptive process mining framework for mobile APPs.
Future Gener. Comput. Syst., 2018

SC2Net: Sparse LSTMs for Sparse Coding.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
A Process Mining Based Service Composition Approach for Mobile Information Systems.
Mob. Inf. Syst., 2017

A Progressive Method of Simplifying Polylines with Multi-bends Simplification Templates.
Proceedings of the Computer Vision - Second CCF Chinese Conference, 2017

2016
Personas in O2O Mobile Healthcare: A Method for Identifying and Creating User Groups.
Proceedings of the 13th IEEE International Conference on e-Business Engineering, 2016


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