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Aditya Akella — most-cited papers & profile · Computer Vision
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Aditya Akella
9
papers ·
0
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60
h-index
Austin College · Cisco College · The University of Texas at Austin
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Most-cited papers
Improving the Throughput of Diffusion-based Large Language Models via a Training-Free Confidence-Aware Calibration
2025
When Do Graph Foundation Models Transfer? A Data-Centric Theory
2026
Vulcan: Instance-Optimal Systems Heuristics Through LLM-Driven Search
2025
SuperGen: An Efficient Ultra-high-resolution Video Generation System with Sketching and Tiling
2025
On-the-Fly Adaptive Distillation of Transformer to Dual-State Linear Attention
2025
Multi-agent Databases via Independent Learning
2022
Auxo: Efficient Federated Learning via Scalable Client Clustering
2022
Read-ME: Refactorizing LLMs as Router-Decoupled Mixture of Experts with System Co-Design
2024
Topics
cs.LG
Model Architecture
Code Generation
Code Models
Software Engineering
cs.SY
eess.SY
attention
mechanism
Multi-Agent