Jiexiong Guan

25 papers A* 8A 2B 1Journal 11Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Mobile-3DCNN: An Acceleration Framework for Ultra-Real-Time Execution of Large 3D CNNs on Mobile Devices.
ACM Trans. Archit. Code Optim.
Wei Niu, Mengshu Sun, Zhengang Li, Jou-An Chen, Jiexiong Guan, Xipeng Shen, Jun Liu, Mei Zhang, Yanzhi Wang, Xue Lin, Bin Ren
2025 B conf
Optimizing 3D Gaussian Splattering for Mobile GPUs.
PACT
Md. Musfiqur Rahman Sanim, Zhihao Shu, Bahram Afsharmanesh, AmirAli Mirian, Jiexiong Guan, Wei Niu, Bin Ren, Gagan Agrawal
2025 J jnl
Optimizing 3D Gaussian Splattering for Mobile GPUs.
CoRR
Md. Musfiqur Rahman Sanim, Zhihao Shu, Bahram Afsharmanesh, AmirAli Mirian, Jiexiong Guan, Wei Niu, Bin Ren, Gagan Agrawal
2025 A conf
TMModel: Modeling Texture Memory and Mobile GPU Performance to Accelerate DNN Computations.
ICS
Jiexiong Guan, Zhenqing Hu, Christos D. Antonopoulos, Nikolaos Bellas, Spyros Lalis, Evgenia Smirni, Gang Zhou, Gagan Agrawal, Bin Ren
2025 J jnl
Towards Recognizing Food Types for Unseen Subjects.
ACM Trans. Comput. Heal.
Jiexiong Guan, Junjie Wang, Wei Niu, Zhen Peng, Shuangquan Wang, Zhenming Liu, Gang Zhou, Bin Ren
2024 — conf
SmartMem: Layout Transformation Elimination and Adaptation for Efficient DNN Execution on Mobile.
ASPLOS (3)
Wei Niu, Md. Musfiqur Rahman Sanim, Zhihao Shu, Jiexiong Guan, Xipeng Shen, Miao Yin, Gagan Agrawal, Bin Ren
2024 J jnl
SmartMem: Layout Transformation Elimination and Adaptation for Efficient DNN Execution on Mobile.
CoRR
Wei Niu, Md. Musfiqur Rahman Sanim, Zhihao Shu, Jiexiong Guan, Xipeng Shen, Miao Yin, Gagan Agrawal, Bin Ren
2023 — conf
Decentralized Application-Level Adaptive Scheduling for Multi-Instance DNNs on Open Mobile Devices.
USENIX ATC
Hsin-Hsuan Sung, Jou-An Chen, Wei Niu, Jiexiong Guan, Bin Ren, Xipeng Shen
2023 A* conf
Pruning Parameterization with Bi-level Optimization for Efficient Semantic Segmentation on the Edge.
CVPR
Changdi Yang, Pu Zhao, Yanyu Li, Wei Niu, Jiexiong Guan, Hao Tang, Minghai Qin, Bin Ren, Xue Lin, Yanzhi Wang
2023 A* conf
Towards Real-Time Segmentation on the Edge.
AAAI
Yanyu Li, Changdi Yang, Pu Zhao, Geng Yuan, Wei Niu, Jiexiong Guan, Hao Tang, Minghai Qin, Qing Jin, Bin Ren, Xue Lin, Yanzhi Wang
2022 A conf
Brief Industry Paper: Enabling Level-4 Autonomous Driving on a Single $1k Off-the-Shelf Card.
RTAS
Hsin-Hsuan Sung, Yuanchao Xu, Jiexiong Guan, Wei Niu, Bin Ren, Yanzhi Wang, Shaoshan Liu, Xipeng Shen
2022 A* conf
GCD
MICRO
Wei Niu, Jiexiong Guan, Xipeng Shen, Yanzhi Wang, Gagan Agrawal, Bin Ren
2022 A* conf
Real-Time Portrait Stylization on the Edge.
IJCAI
Yanyu Li, Xuan Shen, Geng Yuan, Jiexiong Guan, Wei Niu, Hao Tang, Bin Ren, Yanzhi Wang
2022 J jnl
Real-Time Portrait Stylization on the Edge.
CoRR
Yanyu Li, Xuan Shen, Geng Yuan, Jiexiong Guan, Wei Niu, Hao Tang, Bin Ren, Yanzhi Wang
2022 — conf
Towards Socially Acceptable Food Type Recognition.
MSN
Junjie Wang, Jiexiong Guan, Y. Alicia Hong, Hong Xue, Shuangquan Wang, Zhenming Liu, Bin Ren, Gang Zhou
2021 A* conf
A Compression-Compilation Framework for On-mobile Real-time BERT Applications.
IJCAI
Wei Niu, Zhenglun Kong, Geng Yuan, Weiwen Jiang, Jiexiong Guan, Caiwen Ding, Pu Zhao, Sijia Liu, Bin Ren, Yanzhi Wang
2021 J jnl
A Compression-Compilation Framework for On-mobile Real-time BERT Applications.
CoRR
Wei Niu, Zhenglun Kong, Geng Yuan, Weiwen Jiang, Jiexiong Guan, Caiwen Ding, Pu Zhao, Sijia Liu, Bin Ren, Yanzhi Wang
2021 J jnl
DNNFusion: Accelerating Deep Neural Networks Execution with Advanced Operator Fusion.
CoRR
Wei Niu, Jiexiong Guan, Yanzhi Wang, Gagan Agrawal, Bin Ren
2021 A* conf
DNNFusion: accelerating deep neural networks execution with advanced operator fusion.
PLDI
Wei Niu, Jiexiong Guan, Yanzhi Wang, Gagan Agrawal, Bin Ren
2021 J jnl
Enabling Level-4 Autonomous Driving on a Single 1 Off-the-Shelf Card.
CoRR
Hsin-Hsuan Sung, Yuanchao Xu, Jiexiong Guan, Wei Niu, Shaoshan Liu, Bin Ren, Yanzhi Wang, Xipeng Shen
2021 A* conf
RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices.
AAAI
Wei Niu, Mengshu Sun, Zhengang Li, Jou-An Chen, Jiexiong Guan, Xipeng Shen, Yanzhi Wang, Sijia Liu, Xue Lin, Bin Ren
2021 A* conf
Towards Fast and Accurate Multi-Person Pose Estimation on Mobile Devices.
IJCAI
Xuan Shen, Geng Yuan, Wei Niu, Xiaolong Ma, Jiexiong Guan, Zhengang Li, Bin Ren, Yanzhi Wang
2021 J jnl
Towards Fast and Accurate Multi-Person Pose Estimation on Mobile Devices.
CoRR
Xuan Shen, Geng Yuan, Wei Niu, Xiaolong Ma, Jiexiong Guan, Zhengang Li, Bin Ren, Yanzhi Wang
2020 J jnl
Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices.
CoRR
Wei Niu, Mengshu Sun, Zhengang Li, Jou-An Chen, Jiexiong Guan, Xipeng Shen, Yanzhi Wang, Xue Lin, Bin Ren
2020 J jnl
Achieving Real-Time Execution of Transformer-based Large-scale Models on Mobile with Compiler-aware Neural Architecture Optimization.
CoRR
Wei Niu, Zhenglun Kong, Geng Yuan, Weiwen Jiang, Jiexiong Guan, Caiwen Ding, Pu Zhao, Sijia Liu, Bin Ren, Yanzhi Wang