Latest Research in Signal Processing

32 research papers · 0.0 average citations · 2026 median publication year

Top Research Topics in Signal Processing

Highest-Cited Papers

  1. Physics Structure-Informed Neural Networks in the TinyML Pipeline: Antisymmetry Preservation, Deployment Accounting, and Training-Budget Sensitivity (1 citations)
  2. How Model Growth, Recursion, and Boundary Operators Influence Scaling Exponents
  3. DE-SwinJSCC: dual-enhanced swin transformer for wireless image semantic transmission
  4. ReDIL-GNN: Resynthesis Domain Incremental Learning for Circuit Graph Neural Networks
  5. Semantic-Aware Neural Video Codec for Error-Resilient Low-Latency Transmission
  6. Thinking in Tokens, Talking in Bits: A Practical Interface for Token Communication
  7. FairLint-DL: An IDE-Native Tool for Fairness Debugging of Deep Learning Software
  8. Object-Attribute-Relation Model Driven Adaptive Hierarchical Transmission for Multimodal Semantic Communication
  9. Data-Efficient Agentic Graph Domain Adaptation via Reliability-Aware Prototype Learning
  10. Stabilizing Performative Feedback Loops with Minimal Model Deployments
  11. AttnFuse: A Composable DSL for Compiling Attentions to Fused GPU Kernels
  12. Assessing Predictive Models for Fairness Based on Activity-Space Patterns
  13. Understanding LoRA Rank Trade-offs in Diffusion Model Fine-Tuning
  14. The water and energy footprint of artificial intelligence and its hardware: A comprehensive review
  15. The Role of Uncertainty in Assessing the Fairness of Machine Learning Models
  16. Foundation Models for Generalizable Semantic and Goal-Oriented Communication
  17. Lightweight Generative Image Semantic Communication over Packet Erasure Channels
  18. Fair backward compatibility: definitions, theoretical framework, and empirical results
  19. Fast Gauss Sums via Flash Attention
  20. Solving In-Table Prediction Problems by Deep Neural Networks with Performance Evaluation Using Synthetic Data
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L3 Region - - 2026 Sep Q3

Signal Processing

32 papers

Top Topics (10)

Machine Learning14
Signal Processing3
Artificial Intelligence3
Wireless Signal Modulation Classification1
Image and Video Processing1
Software Engineering1
Solar-Powered Water Purification Methods1
Machine Learning1
Auction Theory and Applications1
Advanced Neural Network Applications1

Top Publications (20)

1.Physics Structure-Informed Neural Networks in the TinyML Pipeline: Antisymmetry Preservation, Deployment Accounting, and Training-Budget Sensitivity1c2.How Model Growth, Recursion, and Boundary Operators Influence Scaling Exponents3.DE-SwinJSCC: dual-enhanced swin transformer for wireless image semantic transmission4.ReDIL-GNN: Resynthesis Domain Incremental Learning for Circuit Graph Neural Networks5.Semantic-Aware Neural Video Codec for Error-Resilient Low-Latency Transmission6.Thinking in Tokens, Talking in Bits: A Practical Interface for Token Communication7.FairLint-DL: An IDE-Native Tool for Fairness Debugging of Deep Learning Software8.Object-Attribute-Relation Model Driven Adaptive Hierarchical Transmission for Multimodal Semantic Communication9.Data-Efficient Agentic Graph Domain Adaptation via Reliability-Aware Prototype Learning10.Stabilizing Performative Feedback Loops with Minimal Model Deployments11.AttnFuse: A Composable DSL for Compiling Attentions to Fused GPU Kernels12.Assessing Predictive Models for Fairness Based on Activity-Space Patterns13.Understanding LoRA Rank Trade-offs in Diffusion Model Fine-Tuning14.The water and energy footprint of artificial intelligence and its hardware: A comprehensive review15.The Role of Uncertainty in Assessing the Fairness of Machine Learning Models16.Foundation Models for Generalizable Semantic and Goal-Oriented Communication17.Lightweight Generative Image Semantic Communication over Packet Erasure Channels18.Fair backward compatibility: definitions, theoretical framework, and empirical results19.Fast Gauss Sums via Flash Attention20.Solving In-Table Prediction Problems by Deep Neural Networks with Performance Evaluation Using Synthetic Data
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