Fully Convolutional One-Stage Circular Object Detector on Medical Images. - Yilong Guo; Fei Chen 012; Qi Cheng; Jiamin Wu; Bo Wang; Yingjie Wu; Wenxin Zhao (ICAIP, 2020)

Balanced Loss for Accurate Object Detection. - Qi Cheng; Yingjie Wu; Fei Chen 012; Yilong Guo (PRCV (3), 2020)

Topology-Aware Quantization Strategy via Personalized PageRank for Graph Neural Networks. - Yuxuan Chen; Yilong Guo; Zeng Zeng; Xiaofeng Zou; Yangfan Li; Cen Chen 002 (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta, 2022)

Algorithms and architecture support of degree-based quantization for graph neural networks. - Yilong Guo; Yuxuan Chen; Xiaofeng Zou; Xulei Yang; Yuandong Gu (J. Syst. Archit., 2022)

Streamline Ahead-of-Time SYCL CPU Device Implementation through Bypassing SPIR-V. - Wenju He; Yilong Guo; Xinmin Tian; Hideki Saito 001; Wenwan Xing; Feng Zou 002; Chunyang Dai; Maosu Zhao; Haonan Yang (IWOCL, 2023)

Building's Energy Consumption Prediction with Limited Historical Data via AR-RNN. - Yilong Guo; Qiyu Wei; Yaxin Zhu; Qiang Wang; Yanan Liu (ICIT, 2024)

AdaptFL: Adaptive Client Task Allocation-Based Synchronous Federated Learning. - Xiaoshuang Li; Mingjun Wang; Yilong Guo; Wenxiu Ding (TrustCom, 2024)

ROME: Radar Sparsity Improvement and Omnimodal Enhancement for 3D Object Detection in Bird's Eye Views. - Yilong Guo; Junyin Wang; Chenghu Du; Shengwu Xiong 001; Yaxiong Chen (ICASSP, 2025)