Rongrong Wang

1. Linear Convergent Decentralized Optimization with Compression
   2020/07/01 by Xiaorui Liu, Yao Li, Liu, Xiaorui +7 · 4 citations
   Computer Science · Engineering · #Distributed #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
2. Analysis of Deep Image Prior and Exploiting Self-Guidance for Image Reconstruction
   2024/02/06 by Shijun Liang, Liang, Shijun, Evan Bell +7 · 7 citations
   Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #electronic engineering #information engineering
3. The gap between the null space property and the restricted isometry property
   2015/06/09 by Jameson Cahill, Cahill, Jameson, Xuemei Chen +3 · 2 citations
   Computer Science · Engineering · Mathematics · #FOS: Computer and information sciences #Information Theory (cs.IT) #Microwave Imaging and Scattering Analysis #Sparse and Compressive Sensing Techniques #Ultrasonics and Acoustic Wave Propagation #cs.IT #math.IT
4. On the Intrinsic Self-Correction Capability of LLMs: Uncertainty and Latent Concept
   2024/06/04 by Guangliang Liu, Haitao Mao, Liu, Guangliang +12 · 6 citations
   Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Fault Detection and Control Systems
5. SITCOM: Step-wise Triple-Consistent Diffusion Sampling for Inverse Problems
   2024/10/06 by Ismail Alkhouri, Alkhouri, Ismail, Shijun Liang +11 · 9 citations
   Engineering · #Sparse and Compressive Sensing Techniques #Microwave Imaging and Scattering Analysis
6. A dual formulation of wavefield reconstruction inversion for large-scale\n seismic inversion
   2020/10/18 by Gabrio Rizzuti, Mathias Louboutin, Rizzuti, Gabrio +5 · 2 citations
   Earth and Planetary Sciences · Engineering · #FOS: Physical sciences #Geophysics (physics.geo-ph) #Reservoir Engineering and Simulation Methods #Seismic Imaging and Inversion Techniques #Seismic Waves and Analysis
7. AGENTiGraph: An Interactive Knowledge Graph Platform for LLM-based Chatbots Utilizing Private Data
   2024/10/15 by Xinjie Zhao, Moritz Blum, Zhao, Xinjie +23 · 4 citations
   Computer Science · Social Sciences · #AI in Service Interactions #Access Control and Trust #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
8. PAC-tuning:Fine-tuning Pretrained Language Models with PAC-driven Perturbed Gradient Descent
   2023/10/26 by Guangliang Liu, Zhiyu Xue, Liu, Guangliang +7 · 3 citations
   Computer Science · #Advanced Neural Network Applications #Speech Recognition and Synthesis #Topic Modeling
9. A Survey to Recent Progress Towards Understanding In-Context Learning
   2024/02/03 by Haitao Mao, Mao, Haitao, Guangliang Liu +7 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Online Learning and Analytics
10. A Hierarchical User Intention-Habit Extract Network for Credit Loan Overdue Risk Detection
    2020/08/18 by Hao Guo, Xintao Ren, Guo, Hao +9 · 1 citation
    Business, Management and Accounting · Computer Science · #Financial Distress and Bankruptcy Prediction #Recommender Systems and Techniques #Customer churn and segmentation
11. Improving Generalization of Complex Models under Unbounded Loss Using PAC-Bayes Bounds
    2023/05/30 by Xitong Zhang, Zhang, Xitong, Avrajit Ghosh +5 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Human Pose and Action Recognition #Generative Adversarial Networks and Image Synthesis
12. PLGA-based biodegradable microspheres in drug delivery: recent advances in research and application
    2021/01/01 by Yue Su, Bolun Zhang, Ruowei Sun +5 · 1 citation
    Materials Science · Medicine · Pharmacology, Toxicology and Pharmaceutics · #Advanced Drug Delivery Systems #Nanoparticle-Based Drug Delivery #Ocular Surface and Contact Lens
13. Differentiable Quadratic Optimization For The Maximum Independent Set Problem
    2024/06/27 by Ismail Alkhouri, Alkhouri, Ismail, Cedric Le Denmat +11 · 3 citations
    Computer Science · Neuroscience · #Brain Tumor Detection and Classification #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Neural Networks and Applications
14. Understanding Untrained Deep Models for Inverse Problems: Algorithms and Theory
    2025/02/25 by Ismail Alkhouri, Alkhouri, Ismail, Evan Bell +9 · 4 citations
    Computer Science · Engineering · #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Microwave Imaging and Scattering Analysis #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
15. Towards Understanding Task-agnostic Debiasing Through the Lenses of Intrinsic Bias and Forgetfulness
    2024/06/06 by Guangliang Liu, Milad Afshari, Liu, Guangliang +13 · 2 citations
    Social Sciences · #Computation and Language (cs.CL) #Digital Economy and Work Transformation #FOS: Computer and information sciences
16. Structure-Preserving Network Compression Via Low-Rank Induced Training Through Linear Layers Composition
    2024/05/06 by Xitong Zhang, Ismail Alkhouri, Zhang, Xitong +3 · 1 citation
    Computer Science · #Blind Source Separation Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural Networks and Reservoir Computing
17. Sequential Diffusion-Guided Deep Image Prior For Medical Image Reconstruction
    2024/10/06 by Shijun Liang, Ismail Alkhouri, Liang, Shijun +7 · 1 citation
    Computer Science · Medicine · #Medical Image Segmentation Techniques #AI in cancer detection #Medical Imaging Techniques and Applications