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Du, Jiawei

  1. Efficient Sharpness-aware Minimization for Improved Training of Neural Networks
    2021/10/07 by Jiawei Du, Du, Jiawei, Hanshu Yan +11 · 19 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  2. Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation
    2022/11/20 by Jiawei Du, Du, Jiawei, Yidi Jiang +7 · 17 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  3. Sharpness-Aware Training for Free
    2022/05/27 by Jiawei Du, Daquan Zhou, Du, Jiawei +7 · 13 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  4. DFADD: The Diffusion and Flow-Matching Based Audio Deepfake Dataset
    2024/09/13 by Jiawei Du, Du, Jiawei, Lin I +14 · 17 citations
    Arts and Humanities · Computer Science · #Audio and Speech Processing (eess.AS) #Diverse Musicological Studies #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  5. Spanning Training Progress: Temporal Dual-Depth Scoring (TDDS) for Enhanced Dataset Pruning
    2023/11/22 by Xin Zhang, Jiawei Du, Zhang, Xin +7 · 10 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques
  6. On Robustness of Neural Ordinary Differential Equations
    2019/10/12 by Yan, Hanshu, Du, Jiawei, Tan, Vincent Y. F. +1 · 5 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  7. RET-CLIP: A Retinal Image Foundation Model Pre-trained with Clinical Diagnostic Reports
    2024/05/23 by Jiawei Du, Du, Jiawei, Jia Guo +11 · 13 citations
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Retinal Imaging and Analysis #Retinal and Optic Conditions
  8. Diversity-Driven Synthesis: Enhancing Dataset Distillation through Directed Weight Adjustment
    2024/09/26 by Jiawei Du, Du, Jiawei, Xin Zhang +7 · 9 citations
    Energy · Engineering · #Electrocatalysts for Energy Conversion #Fuel Cells and Related Materials
  9. The Evolution of Dataset Distillation: Toward Scalable and Generalizable Solutions
    2025/02/08 by Ping Liu, Liu, Ping, Jiawei Du +1 · 10 citations
    Computer Science · #Machine Learning and Data Classification #Data Stream Mining Techniques
  10. Deep Reinforcement Learning for Quantitative Trading
    2023/12/25 by Maochun Xu, Xu, Maochun, Zixun Lan +7 · 4 citations
    Decision Sciences · Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis #FOS: Economics and business #Financial Markets and Investment Strategies #Stock Market Forecasting Methods #Trading and Market Microstructure (q-fin.TR)
  11. Sequential Subset Matching for Dataset Distillation
    2023/11/02 by Du, Jiawei, Shi, Qin, Zhou, Joey Tianyi · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  12. EMO-SUPERB: An In-depth Look at Speech Emotion Recognition
    2024/02/20 by Haibin Wu, Wu, Haibin, Huang-Cheng Chou +13 · 4 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  13. Neural Codec-based Adversarial Sample Detection for Speaker Verification
    2024/06/07 by Chen, Xuanjun, Du, Jiawei, Wu, Haibin +2 · 4 citations
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  14. Breaking Class Barriers: Efficient Dataset Distillation via Inter-Class Feature Compensator
    2024/08/13 by Xin Zhang, Zhang, Xin, Jiawei Du +5 · 4 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning and ELM
  15. ViLReF: An Expert Knowledge Enabled Vision-Language Retinal Foundation Model
    2024/08/20 by Shengzhu Yang, Yang, Shengzhu, Jiawei Du +11 · 6 citations
    Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Retinal Imaging and Analysis
  16. Codec-SUPERB @ SLT 2024: A lightweight benchmark for neural audio codec models
    2024/09/21 by Wu, Haibin, Chen, Xuanjun, Lin, Yi-Cheng +13 · 4 citations
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  17. CodecFake+: Codec-Based Resynthesized Data as a Proxy for Detecting CodecFake Speech
    2025/01/14 by Xuanjun Chen, Chen, Xuanjun, Jiawei Du +19 · 5 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  18. Agent Trading Arena: A Study on Numerical Understanding in LLM-Based Agents
    2025/02/25 by Tao Ma, Ma, Tianmi, Jiawei Du +10 · 4 citations
    Decision Sciences · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Complex Systems and Time Series Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Economics and business #Financial Markets and Investment Strategies #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Statistical Finance (q-fin.ST) #Stock Market Forecasting Methods
  19. DD-RobustBench: An Adversarial Robustness Benchmark for Dataset Distillation
    2024/03/20 by Yifan Wu, Wu, Yifan, Jiawei Du +9 · 1 citation
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fault Detection and Control Systems
  20. From LLM-anation to LLM-orchestrator: Coordinating Small Models for Data Labeling
    2025/06/19 by Lu, Yao, Ji, Zhaiyuan, Du, Jiawei +3 · 5 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Topic Modeling
  21. KPL: Training-Free Medical Knowledge Mining of Vision-Language Models
    2025/01/20 by Liu, Jiaxiang, Hu, Tianxiang, Du, Jiawei +3 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  22. Beyond Modality Collapse: Representations Blending for Multimodal Dataset Distillation
    2025/05/16 by Xin Zhang, Zhang, Xin, Jiawei Du +6 · 2 citations
    Computer Science · #Semantic Web and Ontologies
  23. Long-horizon Embodied Planning with Implicit Logical Inference and Hallucination Mitigation
    2024/09/24 by Siyuan Liu, Liu, Siyuan, Jiawei Du +7 · 1 citation
    Computer Science · Social Sciences · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Geographic Information Systems Studies #Robotics (cs.RO)
  24. Rethinking Agent Design: From Top-Down Workflows to Bottom-Up Skill Evolution
    2025/05/23 by Du, Jiawei, Wu, Jinlong, Chen, Yuzheng +3 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences