Qipeng Wang - RankMe

12 papers A* 2A 2Journal 7Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Anatomizing Deep Learning Inference in Web Browsers. ACM Trans. Softw. Eng. Methodol. Qipeng Wang, Shiqi Jiang, Zhenpeng Chen, Xu Cao, Yuanchun Li, Aoyu Li, Yun Ma, Ting Cao, Xuanzhe Liu
2025	J	`jnl`	Efficient and Adaptive Diffusion Model Inference Through Lookup Table on Mobile Devices. IEEE Trans. Mob. Comput. Qipeng Wang, Shiqi Jiang, Yifan Yang, Ruiqi Liu, Yuanchun Li, Ting Cao, Xuanzhe Liu
2024	J	`jnl`	A Survey of Resource-efficient LLM and Multimodal Foundation Models. CoRR Mengwei Xu, Wangsong Yin, Dongqi Cai, Rongjie Yi, Daliang Xu, Qipeng Wang, Bingyang Wu, Yihao Zhao, Chen Yang, Shihe Wang, Qiyang Zhang, Zhenyan Lu, Li Zhang, Shangguang Wang, Yuanchun Li, Yunxin Liu, Xin Jin, Xuanzhe Liu
2024	A	`conf`	Empowering In-Browser Deep Learning Inference on Edge Through Just-In-Time Kernel Optimization. MobiSys Fucheng Jia, Shiqi Jiang, Ting Cao, Wei Cui, Tianrui Xia, Xu Cao, Yuanchun Li, Qipeng Wang, Deyu Zhang, Ju Ren, Yunxin Liu, Lili Qiu, Mao Yang
2024	J	`jnl`	Exploring the Impact of In-Browser Deep Learning Inference on Quality of User Experience and Performance. CoRR Qipeng Wang, Shiqi Jiang, Zhenpeng Chen, Xu Cao, Yuanchun Li, Aoyu Li, Ying Zhang, Yun Ma, Ting Cao, Xuanzhe Liu
2024	J	`jnl`	FLASH: Heterogeneity-Aware Federated Learning at Scale. IEEE Trans. Mob. Comput. Chengxu Yang, Mengwei Xu, Qipeng Wang, Zhenpeng Chen, Kang Huang, Yun Ma, Kaigui Bian, Gang Huang, Yunxin Liu, Xin Jin, Xuanzhe Liu
2022	J	`jnl`	Mandheling: Mixed-Precision On-Device DNN Training with DSP Offloading. CoRR Daliang Xu, Mengwei Xu, Qipeng Wang, Shangguang Wang, Yun Ma, Kang Huang, Guang Huang, Xin Jin, Xuanzhe Liu
2022	A*	`conf`	Mandheling: mixed-precision on-device DNN training with DSP offloading. MobiCom Daliang Xu, Mengwei Xu, Qipeng Wang, Shangguang Wang, Yun Ma, Kang Huang, Gang Huang, Xin Jin, Xuanzhe Liu
2022	A	`conf`	Melon: breaking the memory wall for resource-efficient on-device machine learning. MobiSys Qipeng Wang, Mengwei Xu, Chao Jin, Xinran Dong, Jinliang Yuan, Xin Jin, Gang Huang, Yunxin Liu, Xuanzhe Liu
2021	A*	`conf`	Characterizing Impacts of Heterogeneity in Federated Learning upon Large-Scale Smartphone Data. WWW Chengxu Yang, Qipeng Wang, Mengwei Xu, Zhenpeng Chen, Kaigui Bian, Yunxin Liu, Xuanzhe Liu
2021	—	`conf`	Towards Ubiquitous Learning: A First Measurement of On-Device Training Performance. EMDL@MobiSys Dongqi Cai, Qipeng Wang, Yuanqiang Liu, Yunxin Liu, Shangguang Wang, Mengwei Xu
2020	J	`jnl`	Heterogeneity-Aware Federated Learning. CoRR Chengxu Yang, Qipeng Wang, Mengwei Xu, Shangguang Wang, Kaigui Bian, Xuanzhe Liu