Chen, Junren

1. Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline
   2024/11/19 by Cheng, Junlong, Fu, Bin, Ye, Jin +10 · 9 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
2. DONAPI: Malicious NPM Packages Detector using Behavior Sequence Knowledge Mapping
   2024/03/13 by Cheng Huang, Huang, Cheng, Nannan Wang +17 · 4 citations
   Computer Science · #Advanced Malware Detection Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Network Security and Intrusion Detection #Spam and Phishing Detection
3. Quantizing Heavy-tailed Data in Statistical Estimation: (Near) Minimax Rates, Covariate Quantization, and Uniform Recovery
   2022/12/30 by Junren Chen, Chen, Junren, Michael K. Ng +3 · 3 citations
   Computer Science · Mathematics · Engineering · #Distributed Sensor Networks and Detection Algorithms #Statistical Methods and Inference #Sparse and Compressive Sensing Techniques
4. Solving Quadratic Systems with Full-Rank Matrices Using Sparse or Generative Priors
   2023/09/16 by Junren Chen, Michael K. Ng, Chen, Junren +3 · 3 citations
   Computer Science · Engineering · #Blind Source Separation Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Image Segmentation Techniques #Signal Processing (eess.SP) #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
5. High Dimensional Statistical Estimation under Uniformly Dithered One-bit Quantization
   2022/02/26 by Junren Chen, Chenglong Wang, Chen, Junren +5 · 1 citation
   Computer Science · Engineering · #Distributed Sensor Networks and Detection Algorithms #Sparse and Compressive Sensing Techniques #Blind Source Separation Techniques
6. Error Bound of Empirical ℓ₂ Risk Minimization for Noisy Standard and Generalized Phase Retrieval Problems
   2022/05/27 by Chen, Junren, Ng, Michael K. · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
7. Phase Retrieval of Quaternion Signal via Wirtinger Flow
   2022/10/25 by Junren Chen, Michael K. Ng, Chen, Junren +1 · 1 citation
   Computer Science · Engineering · Physics and Astronomy · #Advanced X-ray Imaging Techniques #FOS: Electrical engineering #Image Processing Techniques and Applications #Optical measurement and interference techniques #Signal Processing (eess.SP) #electronic engineering #information engineering
8. Quantized Low-Rank Multivariate Regression with Random Dithering
   2023/02/22 by Chen, Junren, Wang, Yueqi, Ng, Michael K. · 1 citation
   #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #electronic engineering #information engineering
9. Exact Thresholds for Noisy Non-Adaptive Group Testing
   2024/01/10 by Junren Chen, Jonathan Scarlett, Chen, Junren +1 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Advanced biosensing and bioanalysis techniques #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Privacy-Preserving Technologies in Data #Probability (math.PR) #SARS-CoV-2 detection and testing #Statistics Theory (math.ST)
10. A Parameter-Free Two-Bit Covariance Estimator with Improved Operator Norm Error Rate
    2023/08/30 by Junren Chen, Michael K. Ng, Chen, Junren +1 · 1 citation
    Computer Science · Engineering · #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques #Target Tracking and Data Fusion in Sensor Networks
11. Optimal Quantized Compressed Sensing via Projected Gradient Descent
    2024/07/06 by Chen, Junren, Yuan, Ming · 1 citation
    #FOS: Computer and information sciences #Information Theory (cs.IT)
12. A Unified Framework for Uniform Signal Recovery in Nonlinear Generative Compressed Sensing
    2023/09/25 by Junren Chen, Chen, Junren, Jonathan Scarlett +5 · 1 citation
    Computer Science · Engineering · #Analog and Mixed-Signal Circuit Design #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Signal Processing (eess.SP) #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering