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Sheng Zhou

CEDRIC - VERTIGO, CNAM, LADIS

Optimization of Layer Skipping and Frequency Scaling for Convolutional Neural Networks under Latency Constraint

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Mar 31, 2025
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Robust DNN Partitioning and Resource Allocation Under Uncertain Inference Time

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Mar 27, 2025
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MP-GUI: Modality Perception with MLLMs for GUI Understanding

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Mar 18, 2025
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Uncertainty-Aware Graph Structure Learning

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Feb 19, 2025
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EgoTextVQA: Towards Egocentric Scene-Text Aware Video Question Answering

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Feb 11, 2025
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DVFS-Aware DNN Inference on GPUs: Latency Modeling and Performance Analysis

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Feb 10, 2025
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SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services

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Jan 04, 2025
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Cold-Start Recommendation towards the Era of Large Language Models (LLMs): A Comprehensive Survey and Roadmap

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Jan 03, 2025
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Universal Inceptive GNNs by Eliminating the Smoothness-generalization Dilemma

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Dec 13, 2024
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Correlation-Aware Graph Convolutional Networks for Multi-Label Node Classification

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Nov 26, 2024
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