Paul Bogdan
- Multiwavelet-based Operator Learning for Differential Equations
2021/09/28 by Gaurav Gupta, Xiongye Xiao, Gupta, Gaurav +3 · 30 citations
Computer Science · Physics and Astronomy · #Advanced Image Processing Techniques #Analysis of PDEs (math.AP) #FOS: Computer and information sciences #FOS: Mathematics #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Model Reduction and Neural Networks
- Biological Networks across Scales—The Theoretical and Empirical Foundations for Time-Varying Complex Networks that Connect Structure and Function across Levels of Biological Organization
2021/05/21 by Paul Bogdan, Gustavo Caetano-Anollés, Gustavo Caetano‐Anollés +16 · 6 citations
Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · #Bioinformatics and Genomic Networks #Complex Network Analysis Techniques #Gene Regulatory Network Analysis
- Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning
2024/04/15 by Xiongye Xiao, Gengshuo Liu, Xiao, Xiongye +15 · 5 citations
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
- Coupled Multiwavelet Neural Operator Learning for Coupled Partial Differential Equations
2023/03/04 by Xiongye Xiao, Xiao, Xiongye, Defu Cao +13 · 2 citations
Computer Science · Physics and Astronomy · #Image and Signal Denoising Methods #Model Reduction and Neural Networks
- HDLCoRe: A Training-Free Framework for Mitigating Hallucinations in LLM-Generated HDL
2025/03/18 by Heng Ping, Shixuan Li, Ping, Heng +19 · 8 citations
Computer Science · #Embedded Systems Design Techniques #Logic, programming, and type systems #Formal Methods in Verification
- Neuron-based Multifractal Analysis of Neuron Interaction Dynamics in Large Models
2024/02/14 by Xiongye Xiao, Xiao, Xiongye, Heng Ping +14 · 2 citations
Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning in Bioinformatics
- Dealing with Unknown Unknowns: Identification and Selection of Minimal\n Sensing for Fractional Dynamics with Unknown Inputs
2018/03/10 by Gaurav Gupta, Gupta, Gaurav, Sérgio Pequito +3 · 1 citation
Computer Science · Engineering · Neuroscience · #Control Systems and Identification #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Neural Networks and Applications #Neural dynamics and brain function #Signal Processing (eess.SP) #electronic engineering #information engineering
- Learning Hyperbolic Representations of Topological Features
2021/03/16 by Panagiotis Kyriakis, Iordanis Fostiropoulos, Kyriakis, Panagiotis +3 · 1 citation
Computer Science · Mathematics · Neuroscience · #FOS: Computer and information sciences #Homotopy and Cohomology in Algebraic Topology #Machine Learning (cs.LG) #Neuroinflammation and Neurodegeneration Mechanisms #Topological and Geometric Data Analysis
- ClimateLLM: Efficient Weather Forecasting via Frequency-Aware Large Language Models
2025/02/16 by Shixuan Li, Wei Yang, Li, Shixuan +14 · 3 citations
Computer Science · Environmental Science · #Artificial Intelligence (cs.AI) #Computational Physics and Python Applications #FOS: Computer and information sciences #Hydrological Forecasting Using AI #Machine Learning (cs.LG)
- Fractional cyber-neural systems -- a brief survey
2021/12/16 by Emily Reed, Sarthak Chatterjee, Reed, Emily +7 · 1 citation
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Dynamical Systems (math.DS) #FOS: Electrical engineering #FOS: Mathematics #Neural Networks and Applications #Neural dynamics and brain function #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Verbalizable Representations Form a Global Workspace in Language Models
2026/07/16 by Wes Gurnee, Nicholas Sofroniew, Adam Pearce +13 · 2 voices · 8 citations
#cs.CL #cs.AI #cs.LG
- MaskAttn-SDXL: Controllable Region-Level Text-To-Image Generation
2025/09/18 by Yu Chang, Chang, Yu, Jiahao Chen +5 · 1 citation
#cs.CV #cs.LG
- Network-informed Prompt Engineering against Organized Astroturf Campaigns under Extreme Class Imbalance
2025/01/21 by Nikos Kanakaris, Heng Ping, Kanakaris, Nikos +11 · 1 citation
Earth and Planetary Sciences · Computer Science · #Meteorological Phenomena and Simulations #Tropical and Extratropical Cyclones Research #Computational Physics and Python Applications
- TIER-MoE: Trust-Informed Expert Routing via Conditional Modality Risk for Multimodal Fusion in Biomedical Classification
2026/07/29 by Yu Chang, Anzhe Cheng, Chenwei Wu +7
Computer Science · #cs.LG