Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices. - Wei Niu 002; Mengshu Sun; Zhengang Li; Jou-An Chen; Jiexiong Guan; Xipeng Shen; Yanzhi Wang; Xue Lin 001; Bin Ren (CoRR, 2020)

Achieving Real-Time Execution of Transformer-based Large-scale Models on Mobile with Compiler-aware Neural Architecture Optimization. - Wei Niu 002; Zhenglun Kong; Geng Yuan; Weiwen Jiang; Jiexiong Guan; Caiwen Ding; Pu Zhao 001; Sijia Liu 001; Bin Ren; Yanzhi Wang (CoRR, 2020)

RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices. - Wei Niu 002; Mengshu Sun; Zhengang Li; Jou-An Chen; Jiexiong Guan; Xipeng Shen; Yanzhi Wang; Sijia Liu 001; Xue Lin 001; Bin Ren (AAAI, 2021)

A Compression-Compilation Framework for On-mobile Real-time BERT Applications. - Wei Niu 002; Zhenglun Kong; Geng Yuan; Weiwen Jiang; Jiexiong Guan; Caiwen Ding; Pu Zhao 001; Sijia Liu 001; Bin Ren; Yanzhi Wang (IJCAI, 2021)

Towards Fast and Accurate Multi-Person Pose Estimation on Mobile Devices. - Xuan Shen; Geng Yuan; Wei Niu 002; Xiaolong Ma; Jiexiong Guan; Zhengang Li; Bin Ren; Yanzhi Wang (IJCAI, 2021)

DNNFusion: accelerating deep neural networks execution with advanced operator fusion. - Wei Niu 002; Jiexiong Guan; Yanzhi Wang; Gagan Agrawal; Bin Ren (PLDI, 2021)

Enabling Level-4 Autonomous Driving on a Single 1 Off-the-Shelf Card. - Hsin-Hsuan Sung; Yuanchao Xu 001; Jiexiong Guan; Wei Niu 002; Shaoshan Liu; Bin Ren; Yanzhi Wang; Xipeng Shen (CoRR, 2021)

Real-Time Portrait Stylization on the Edge. - Yanyu Li; Xuan Shen; Geng Yuan; Jiexiong Guan; Wei Niu 002; Hao Tang 005; Bin Ren; Yanzhi Wang (IJCAI, 2022)

GCD2: A Globally Optimizing Compiler for Mapping DNNs to Mobile DSPs. - Wei Niu 002; Jiexiong Guan; Xipeng Shen; Yanzhi Wang; Gagan Agrawal; Bin Ren (MICRO, 2022)

Towards Socially Acceptable Food Type Recognition. - Junjie Wang; Jiexiong Guan; Y. Alicia Hong; Hong Xue; Shuangquan Wang; Zhenming Liu; Bin Ren; Gang Zhou (MSN, 2022)

Brief Industry Paper: Enabling Level-4 Autonomous Driving on a Single $1k Off-the-Shelf Card. - Hsin-Hsuan Sung; Yuanchao Xu 001; Jiexiong Guan; Wei Niu 002; Bin Ren; Yanzhi Wang; Shaoshan Liu; Xipeng Shen (RTAS, 2022)

Towards Real-Time Segmentation on the Edge. - Yanyu Li; Changdi Yang; Pu Zhao 001; Geng Yuan; Wei Niu 002; Jiexiong Guan; Hao Tang 005; Minghai Qin; Qing Jin; Bin Ren; Xue Lin 001; Yanzhi Wang (AAAI, 2023)

Pruning Parameterization with Bi-level Optimization for Efficient Semantic Segmentation on the Edge. - Changdi Yang; Pu Zhao 001; Yanyu Li; Wei Niu 002; Jiexiong Guan; Hao Tang 005; Minghai Qin; Bin Ren; Xue Lin 001; Yanzhi Wang (CVPR, 2023)

Decentralized Application-Level Adaptive Scheduling for Multi-Instance DNNs on Open Mobile Devices. - Hsin-Hsuan Sung; Jou-An Chen; Wei Niu 002; Jiexiong Guan; Bin Ren; Xipeng Shen (USENIX ATC, 2023)

SmartMem: Layout Transformation Elimination and Adaptation for Efficient DNN Execution on Mobile. - Wei Niu 002; Md. Musfiqur Rahman Sanim; Zhihao Shu; Jiexiong Guan; Xipeng Shen; Miao Yin; Gagan Agrawal; Bin Ren (ASPLOS (3), 2024)

Towards Recognizing Food Types for Unseen Subjects. - Jiexiong Guan; Junjie Wang; Wei Niu 002; Zhen Peng; Shuangquan Wang; Zhenming Liu; Gang Zhou; Bin Ren (ACM Trans. Comput. Heal., 2025)