Ao Zhou

This page is a disambiguation page, it actually contains multiple papers from persons of the same or a similar name.

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Bibliography

2026
ACE-GNN: Adaptive GNN Co-Inference With System-Aware Scheduling in Dynamic Edge Environments.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., May, 2026

Focus-dLLM: Accelerating Long-Context Diffusion LLM Inference via Confidence-Guided Context Focusing.
CoRR, February, 2026

GCoDE: Efficient Device-Edge Co-Inference for GNNs via Architecture-Mapping Co-Search.
IEEE Trans. Computers, January, 2026

Adaptive target detection for moving platform based distributed coherent aperture radar.
Digit. Signal Process., 2026

Bug report severity prediction based on text embedding via graph transformer.
Appl. Soft Comput., 2026

Focusing Condition: Inference-Time Self-Contrastive Steering Elicits Better Conditional Text Embeddings in LLMs.
Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

SlimInfer: Accelerating Long-Context LLM Inference via Dynamic Token Pruning.
Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025
HPIM: Heterogeneous Processing-In-Memory-based Accelerator for Large Language Models Inference.
CoRR, September, 2025

Oversampling multi-label data based on natural neighbor and label correlation.
Expert Syst. Appl., 2025

Django-based framework database for leakage detection using machine learning for water distribution networks.
Eng. Appl. Artif. Intell., 2025

Cross-Modal Prototype Augmentation and Dual-Grained Prompt Learning for Social Media Popularity Prediction.
Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Hierarchical Vision-Language Reasoning for Multimodal Multiple-Choice Question Answering.
Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Towards Affordable, Adaptive and Automatic GNN Training on CPU-GPU Heterogeneous Platforms.
Proceedings of the 43rd IEEE International Conference on Computer Design, 2025

Adaptive Cooperative Perception Task Scheduling for Vehicle Platoons via PPO-Based Deep Reinforcement Learning.
Proceedings of the Behavioural and Social Computing - 12th International Conference, 2025

OS2G: A High-Performance DPU Offloading Architecture for GPU-based Deep Learning with Object Storage.
Proceedings of the 30th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2025

Batch Selection for Multi-Label Classification Guided by Uncertainty and Dynamic Label Correlations.
Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024
HGNAS: Hardware-Aware Graph Neural Architecture Search for Edge Devices.
IEEE Trans. Computers, December, 2024

HiGraphDTI: Hierarchical Graph Representation Learning for Drug-Target Interaction Prediction.
CoRR, 2024

Multi-Label Adaptive Batch Selection by Highlighting Hard and Imbalanced Samples.
CoRR, 2024

Architectural Implications of GNN Aggregation Programming Abstractions.
IEEE Comput. Archit. Lett., 2024

AEMLO: AutoEncoder-Guided Multi-label Oversampling.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

Multi-label Adaptive Batch Selection by Highlighting Hard and Imbalanced Samples.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

HiGraphDTI: Hierarchical Graph Representation Learning for Drug-Target Interaction Prediction.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

Research On Thermal-Fluid-Structure Coupling in the Valve Plate Pair of an Axial Piston Pump.
Proceedings of the 2024 10th International Symposium on System Security, 2024

Graph Neural Networks Automated Design and Deployment on Device-Edge Co-Inference Systems.
Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

GNNavigator: Towards Adaptive Training of Graph Neural Networks via Automatic Guideline Exploration.
Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

2023
Hardware-Aware Graph Neural Network Automated Design for Edge Computing Platforms.
Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

2022
Key Areas of Ecological Restoration in Inner Mongolia Based on Ecosystem Vulnerability and Ecosystem Service.
Remote. Sens., 2022

DP-Nets: Dynamic programming assisted quantization schemes for DNN compression and acceleration.
Integr., 2022

2021
Optimizing Memory Efficiency of Graph Neural Networks on Edge Computing Platforms.
CoRR, 2021

Brief Industry Paper: optimizing Memory Efficiency of Graph Neural Networks on Edge Computing Platforms.
Proceedings of the 27th IEEE Real-Time and Embedded Technology and Applications Symposium, 2021

2020
DP-Net: Dynamic Programming Guided Deep Neural Network Compression.
CoRR, 2020

An adaptive Bernstein-Bézier finite element method for heat transfer analysis in welding.
Adv. Eng. Softw., 2020

2018
Efficient request assignment algorithm in mobile cloud computing environment.
Int. J. Web Grid Serv., 2018

Fast and robust misalignment correction of Fourier ptychographic microscopy.
CoRR, 2018


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