Ao Zhou

46 papers A* 7A 1C 1Journal 31Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
ACE-GNN: Adaptive GNN Co-Inference With System-Aware Scheduling in Dynamic Edge Environments.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Ao Zhou, Jianlei Yang, Tong Qiao, Yingjie Qi, Xinming Wei, Cenlin Duan, Weisheng Zhao, Chunming Hu
2026 J jnl
Bug report severity prediction based on text embedding via graph transformer.
Appl. Soft Comput.
Ao Zhou, Guangliang Liu, Jinjin Mei
2026 J jnl
Focus-dLLM: Accelerating Long-Context Diffusion LLM Inference via Confidence-Guided Context Focusing.
CoRR
Lingkun Long, Yushi Huang, Shihao Bai, Ruihao Gong, Jun Zhang, Ao Zhou, Jianlei Yang
2026 J jnl
GCoDE: Efficient Device-Edge Co-Inference for GNNs via Architecture-Mapping Co-Search.
IEEE Trans. Computers
Ao Zhou, Jianlei Yang, Tong Qiao, Yingjie Qi, Zhi Yang, Weisheng Zhao, Chunming Hu
2026 A* conf
SlimInfer: Accelerating Long-Context LLM Inference via Dynamic Token Pruning.
AAAI
Lingkun Long, Rubing Yang, Yushi Huang, Desheng Hui, Ao Zhou, Jianlei Yang
2025 J jnl
ACE-GNN: Adaptive GNN Co-Inference with System-Aware Scheduling in Dynamic Edge Environments.
CoRR
Ao Zhou, Jianlei Yang, Tong Qiao, Yingjie Qi, Xinming Wei, Cenlin Duan, Weisheng Zhao, Chunming Hu
2025 — conf
Adaptive Cooperative Perception Task Scheduling for Vehicle Platoons via PPO-Based Deep Reinforcement Learning.
BESC (3)
Fenghui Zhang, Jiaxin Ma, Ao Zhou, Yu Zong, Qiu Xu, Huaqiang Xi
2025 A* conf
Batch Selection for Multi-Label Classification Guided by Uncertainty and Dynamic Label Correlations.
AAAI
Ao Zhou, Bin Liu, Jin Wang, Grigorios Tsoumakas
2025 A* conf
Cross-Modal Prototype Augmentation and Dual-Grained Prompt Learning for Social Media Popularity Prediction.
ACM Multimedia
Ao Zhou, Mingsheng Tu, Luping Wang, Tenghao Sun, Zifeng Cheng, Yafeng Yin, Zhiwei Jiang, Qing Gu
2025 J jnl
Cross-Modal Prototype Augmentation and Dual-Grained Prompt Learning for Social Media Popularity Prediction.
CoRR
Ao Zhou, Mingsheng Tu, Luping Wang, Tenghao Sun, Zifeng Cheng, Yafeng Yin, Zhiwei Jiang, Qing Gu
2025 J jnl
Django-based framework database for leakage detection using machine learning for water distribution networks.
Eng. Appl. Artif. Intell.
Yiwei Xie, Mengze Gao, Fan Luo, Ao Zhou, Yunfeng Yang, Jian Hu, Wei Jiang, Yuanyao Ye
2025 J jnl
GCoDE: Efficient Device-Edge Co-Inference for GNNs via Architecture-Mapping Co-Search.
CoRR
Ao Zhou, Jianlei Yang, Tong Qiao, Yingjie Qi, Zhi Yang, Weisheng Zhao, Chunming Hu
2025 J jnl
HPIM: Heterogeneous Processing-In-Memory-based Accelerator for Large Language Models Inference.
CoRR
Cenlin Duan, Jianlei Yang, Rubing Yang, Yikun Wang, Yiou Wang, Lingkun Long, Yingjie Qi, Xiaolin He, Ao Zhou, Xueyan Wang, Weisheng Zhao
2025 A* conf
Hierarchical Vision-Language Reasoning for Multimodal Multiple-Choice Question Answering.
ACM Multimedia
Ao Zhou, Zebo Gu, Tenghao Sun, Jiawen Chen, Mingsheng Tu, Zifeng Cheng, Yafeng Yin, Zhiwei Jiang, Qing Gu
2025 J jnl
Hierarchical Vision-Language Reasoning for Multimodal Multiple-Choice Question Answering.
CoRR
Ao Zhou, Zebo Gu, Tenghao Sun, Jiawen Chen, Mingsheng Tu, Zifeng Cheng, Yafeng Yin, Zhiwei Jiang, Qing Gu
2025 — conf
OS2G: A High-Performance DPU Offloading Architecture for GPU-based Deep Learning with Object Storage.
ASPLOS (2)
Zhen Jin, Yiquan Chen, Mingxu Liang, Yijing Wang, Guoju Fang, Ao Zhou, Keyao Zhang, Jiexiong Xu, Wenhai Lin, Yiquan Lin, Shushu Zhao, Wenkai Shi, Zhenhua He, Shishun Cai, Wenzhi Chen
2025 J jnl
Oversampling multi-label data based on natural neighbor and label correlation.
Expert Syst. Appl.
Bin Liu, Ao Zhou, Bingkun Wei, Jin Wang, Grigorios Tsoumakas
2025 J jnl
SlimInfer: Accelerating Long-Context LLM Inference via Dynamic Token Pruning.
CoRR
Lingkun Long, Rubing Yang, Yushi Huang, Desheng Hui, Ao Zhou, Jianlei Yang
2025 C conf
Towards Affordable, Adaptive and Automatic GNN Training on CPU-GPU Heterogeneous Platforms.
ICCD
Tong Qiao, Ao Zhou, Yingjie Qi, Yiou Wang, Han Wan, Jianlei Yang, Chunming Hu
2025 J jnl
Towards Affordable, Adaptive and Automatic GNN Training on CPU-GPU Heterogeneous Platforms.
CoRR
Tong Qiao, Ao Zhou, Yingjie Qi, Yiou Wang, Han Wan, Jianlei Yang, Chunming Hu
2024 J jnl
AEMLO: AutoEncoder-Guided Multi-Label Oversampling.
CoRR
Ao Zhou, Bin Liu, Jin Wang, Kaiwei Sun, Kelin Liu
2024 — conf
AEMLO: AutoEncoder-Guided Multi-label Oversampling.
ECML/PKDD (1)
Ao Zhou, Bin Liu, Jin Wang, Kaiwei Sun, Kelin Liu
2024 J jnl
Architectural Implications of GNN Aggregation Programming Abstractions.
IEEE Comput. Archit. Lett.
Yingjie Qi, Jianlei Yang, Ao Zhou, Tong Qiao, Chunming Hu
2024 J jnl
Batch Selection for Multi-Label Classification Guided by Uncertainty and Dynamic Label Correlations.
CoRR
Ao Zhou, Bin Liu, Jin Wang, Grigorios Tsoumakas
2024 A* conf
GNNavigator: Towards Adaptive Training of Graph Neural Networks via Automatic Guideline Exploration.
DAC
Tong Qiao, Jianlei Yang, Yingjie Qi, Ao Zhou, Chen Bai, Bei Yu, Weisheng Zhao, Chunming Hu
2024 J jnl
GNNavigator: Towards Adaptive Training of Graph Neural Networks via Automatic Guideline Exploration.
CoRR
Tong Qiao, Jianlei Yang, Yingjie Qi, Ao Zhou, Chen Bai, Bei Yu, Weisheng Zhao, Chunming Hu
2024 A* conf
Graph Neural Networks Automated Design and Deployment on Device-Edge Co-Inference Systems.
DAC
Ao Zhou, Jianlei Yang, Tong Qiao, Yingjie Qi, Zhi Yang, Weisheng Zhao, Chunming Hu
2024 J jnl
Graph Neural Networks Automated Design and Deployment on Device-Edge Co-Inference Systems.
CoRR
Ao Zhou, Jianlei Yang, Tong Qiao, Yingjie Qi, Zhi Yang, Weisheng Zhao, Chunming Hu
2024 J jnl
HGNAS: Hardware-Aware Graph Neural Architecture Search for Edge Devices.
CoRR
Ao Zhou, Jianlei Yang, Yingjie Qi, Tong Qiao, Yumeng Shi, Cenlin Duan, Weisheng Zhao, Chunming Hu
2024 J jnl
HGNAS: Hardware-Aware Graph Neural Architecture Search for Edge Devices.
IEEE Trans. Computers
Ao Zhou, Jianlei Yang, Yingjie Qi, Tong Qiao, Yumeng Shi, Cenlin Duan, Weisheng Zhao, Chunming Hu
2024 — conf
HiGraphDTI: Hierarchical Graph Representation Learning for Drug-Target Interaction Prediction.
ECML/PKDD (6)
Bin Liu, Siqi Wu, Jin Wang, Xin Deng, Ao Zhou
2024 J jnl
HiGraphDTI: Hierarchical Graph Representation Learning for Drug-Target Interaction Prediction.
CoRR
Bin Liu, Siqi Wu, Jin Wang, Xin Deng, Ao Zhou
2024 J jnl
Multi-Label Adaptive Batch Selection by Highlighting Hard and Imbalanced Samples.
CoRR
Ao Zhou, Bin Liu, Jin Wang, Grigorios Tsoumakas
2024 — conf
Multi-label Adaptive Batch Selection by Highlighting Hard and Imbalanced Samples.
ECML/PKDD (5)
Ao Zhou, Bin Liu, Zhaoyang Peng, Jin Wang, Grigorios Tsoumakas
2024 — conf
Research On Thermal-Fluid-Structure Coupling in the Valve Plate Pair of an Axial Piston Pump.
ISSSR
Ao Zhou, Lei Han
2023 J jnl
Architectural Implications of GNN Aggregation Programming Abstractions.
CoRR
Yingjie Qi, Jianlei Yang, Ao Zhou, Tong Qiao, Chunming Hu
2023 A* conf
Hardware-Aware Graph Neural Network Automated Design for Edge Computing Platforms.
DAC
Ao Zhou, Jianlei Yang, Yingjie Qi, Yumeng Shi, Tong Qiao, Weisheng Zhao, Chunming Hu
2023 J jnl
Hardware-Aware Graph Neural Network Automated Design for Edge Computing Platforms.
CoRR
Ao Zhou, Jianlei Yang, Yingjie Qi, Yumeng Shi, Tong Qiao, Weisheng Zhao, Chunming Hu
2022 J jnl
DP-Nets: Dynamic programming assisted quantization schemes for DNN compression and acceleration.
Integr.
Dingcheng Yang, Wenjian Yu, Xiangyun Ding, Ao Zhou, Xiaoyi Wang
2022 J jnl
Key Areas of Ecological Restoration in Inner Mongolia Based on Ecosystem Vulnerability and Ecosystem Service.
Remote. Sens.
Siyuan Feng, Xin Liu, Wenwu Zhao, Ying Yao, Ao Zhou, Xiaoxing Liu, Paulo Pereira
2021 A conf
Brief Industry Paper: optimizing Memory Efficiency of Graph Neural Networks on Edge Computing Platforms.
RTAS
Ao Zhou, Jianlei Yang, Yeqi Gao, Tong Qiao, Yingjie Qi, Xiaoyi Wang, Yunli Chen, Pengcheng Dai, Weisheng Zhao, Chunming Hu
2021 J jnl
Optimizing Memory Efficiency of Graph Neural Networks on Edge Computing Platforms.
CoRR
Ao Zhou, Jianlei Yang, Yeqi Gao, Tong Qiao, Yingjie Qi, Xiaoyi Wang, Yunli Chen, Pengcheng Dai, Weisheng Zhao, Chunming Hu
2020 J jnl
An adaptive Bernstein-Bézier finite element method for heat transfer analysis in welding.
Adv. Eng. Softw.
Xuan Peng, Gang Xu, Ao Zhou, Yong Yang, Zhenwu Ma
2020 J jnl
DP-Net: Dynamic Programming Guided Deep Neural Network Compression.
CoRR
Dingcheng Yang, Wenjian Yu, Ao Zhou, Haoyuan Mu, Gary Yao, Xiaoyi Wang
2018 J jnl
Efficient request assignment algorithm in mobile cloud computing environment.
Int. J. Web Grid Serv.
Ao Zhou, Yan Li, Jinglin Li
2018 J jnl
Fast and robust misalignment correction of Fourier ptychographic microscopy.
CoRR
Ao Zhou, Wei Wang, Ni Chen, Edmund Y. Lam, Byoungho Lee, Guohai Situ