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2020 – today
- 2024
[c18]Xiang Li
, Zhenyan Lu, Dongqi Cai, Xiao Ma, Mengwei Xu:
Large Language Models on Mobile Devices: Measurements, Analysis, and Insights. EdgeFM@MobiSys 2024: 1-6- [c17]Zeling Zhang, Dongqi Cai, Yiran Zhang, Mengwei Xu, Shangguang Wang, Ao Zhou:
FedRDMA: Communication-Efficient Cross-Silo Federated LLM via Chunked RDMA Transmission. EuroMLSys@EuroSys 2024: 126-133 - [c16]Jinliang Yuan, Chen Yang, Dongqi Cai, Shihe Wang, Xin Yuan, Zeling Zhang, Xiang Li, Dingge Zhang, Hanzi Mei, Xianqing Jia, Shangguang Wang, Mengwei Xu:
Mobile Foundation Model as Firmware. MobiCom 2024: 279-295 - [c15]Mengwei Xu, Dongqi Cai, Yaozong Wu, Xiang Li, Shangguang Wang:
FwdLLM: Efficient Federated Finetuning of Large Language Models with Perturbed Inferences. USENIX ATC 2024: 579-596 - [i16]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:
A Survey of Resource-efficient LLM and Multimodal Foundation Models. CoRR abs/2401.08092 (2024) - [i15]Dongqi Cai, Shangguang Wang, Zeling Zhang, Felix Xiaozhu Lin, Mengwei Xu:
Lightweight Protection for Privacy in Offloaded Speech Understanding. CoRR abs/2401.11983 (2024) - [i14]Zeling Zhang, Dongqi Cai, Yiran Zhang, Mengwei Xu, Shangguang Wang, Ao Zhou:
FedRDMA: Communication-Efficient Cross-Silo Federated LLM via Chunked RDMA Transmission. CoRR abs/2403.00881 (2024) - [i13]Haiyang Shen, Yue Li, Desong Meng, Dongqi Cai, Sheng Qi, Li Zhang, Mengwei Xu, Yun Ma:
ShortcutsBench: A Large-Scale Real-world Benchmark for API-based Agents. CoRR abs/2407.00132 (2024) - [i12]Hanzi Mei, Dongqi Cai, Ao Zhou, Shangguang Wang, Mengwei Xu:
FedMoE: Personalized Federated Learning via Heterogeneous Mixture of Experts. CoRR abs/2408.11304 (2024) - [i11]Dongqi Cai, Shangguang Wang, Chen Peng, Zeling Zhang, Mengwei Xu:
Recall: Empowering Multimodal Embedding for Edge Devices. CoRR abs/2409.15342 (2024) - [i10]Zhenyan Lu, Xiang Li, Dongqi Cai, Rongjie Yi, Fangming Liu, Xiwen Zhang, Nicholas D. Lane, Mengwei Xu:
Small Language Models: Survey, Measurements, and Insights. CoRR abs/2409.15790 (2024) - [i9]Alex Iacob, Lorenzo Sani, Meghdad Kurmanji, William F. Shen, Xinchi Qiu, Dongqi Cai, Yan Gao, Nicholas D. Lane:
DEPT: Decoupled Embeddings for Pre-training Language Models. CoRR abs/2410.05021 (2024) - 2023
- [c14]Dongqi Cai, Yaozong Wu, Shangguang Wang, Mengwei Xu:
FedAdapter: Efficient Federated Learning for Mobile NLP. ACM TUR-C 2023: 27-28 - [c13]Dongqi Cai, Yaozong Wu, Haitao Yuan, Shangguang Wang, Felix Xiaozhu Lin, Mengwei Xu:
Towards Practical Few-shot Federated NLP. EuroMLSys@EuroSys 2023: 42-48 - [c12]Dongqi Cai, Yangyuxuan Kang, Anbang Yao, Yurong Chen:
Ske2Grid: Skeleton-to-Grid Representation Learning for Action Recognition. ICML 2023: 3431-3441 - [c11]Dongqi Cai, Yaozong Wu, Shangguang Wang, Felix Xiaozhu Lin, Mengwei Xu:
Efficient Federated Learning for Modern NLP. MobiCom 2023: 37:1-37:16 - [c10]Dongqi Cai, Shangguang Wang, Yaozong Wu, Felix Xiaozhu Lin, Mengwei Xu:
Federated Few-Shot Learning for Mobile NLP. MobiCom 2023: 63:1-63:17 - [i8]Dongqi Cai, Yangyuxuan Kang, Anbang Yao, Yurong Chen:
Ske2Grid: Skeleton-to-Grid Representation Learning for Action Recognition. CoRR abs/2308.07571 (2023) - [i7]Mengwei Xu, Yaozong Wu, Dongqi Cai, Xiang Li, Shangguang Wang:
Federated Fine-tuning of Billion-Sized Language Models across Mobile Devices. CoRR abs/2308.13894 (2023) - [i6]Jinliang Yuan, Chen Yang, Dongqi Cai, Shihe Wang, Xin Yuan, Zeling Zhang, Xiang Li, Dingge Zhang, Hanzi Mei, Xianqing Jia, Shangguang Wang, Mengwei Xu:
Rethinking Mobile AI Ecosystem in the LLM Era. CoRR abs/2308.14363 (2023) - 2022
- [i5]Dongqi Cai, Yaozong Wu, Shangguang Wang, Felix Xiaozhu Lin, Mengwei Xu:
AutoFedNLP: An efficient FedNLP framework. CoRR abs/2205.10162 (2022) - [i4]Dongqi Cai, Tao Fan, Yan Kang, Lixin Fan, Mengwei Xu, Shangguang Wang, Qiang Yang:
Accelerating Vertical Federated Learning. CoRR abs/2207.11456 (2022) - [i3]Dongqi Cai, Yaozong Wu, Haitao Yuan, Shangguang Wang, Felix Xiaozhu Lin, Mengwei Xu:
AUG-FedPrompt: Practical Few-shot Federated NLP with Data-augmented Prompts. CoRR abs/2212.00192 (2022) - [i2]Dongqi Cai, Shangguang Wang, Yaozong Wu, Felix Xiaozhu Lin, Mengwei Xu:
Federated NLP in Few-shot Scenarios. CoRR abs/2212.05974 (2022) - 2021
- [c9]Dongqi Cai, Qipeng Wang, Yuanqiang Liu, Yunxin Liu, Shangguang Wang, Mengwei Xu:
Towards Ubiquitous Learning: A First Measurement of On-Device Training Performance. EMDL@MobiSys 2021: 31-36 - [c8]Dongqi Cai, Anbang Yao, Yurong Chen:
Dynamic Normalization and Relay for Video Action Recognition. NeurIPS 2021: 11026-11040
2010 – 2019
- 2018
- [c7]Zhou Su, Chen Zhu, Yinpeng Dong, Dongqi Cai, Yurong Chen, Jianguo Li:
Learning Visual Knowledge Memory Networks for Visual Question Answering. CVPR 2018: 7736-7745 - [i1]Zhou Su, Chen Zhu, Yinpeng Dong, Dongqi Cai, Yurong Chen, Jianguo Li:
Learning Visual Knowledge Memory Networks for Visual Question Answering. CoRR abs/1806.04860 (2018) - 2017
- [c6]Ping Hu, Dongqi Cai, Shandong Wang, Anbang Yao, Yurong Chen:
Learning supervised scoring ensemble for emotion recognition in the wild. ICMI 2017: 553-560 - 2016
- [c5]Anbang Yao, Dongqi Cai, Ping Hu, Shandong Wang, Liang Sha, Yurong Chen:
HoloNet: towards robust emotion recognition in the wild. ICMI 2016: 472-478 - [c4]Dongqi Cai, Fei Su, Zhicheng Zhao:
Adaptive Synopsis of Non-Human Primates' Surveillance Video Based on Behavior Classification. MMM (1) 2016: 710-721 - 2015
- [c3]Dongqi Cai, Kai Liu, Fei Su:
Local metric learning for EEG-based personal identification. ICASSP 2015: 842-846 - [c2]Dongqi Cai, Fei Su:
Deep CCA based super vector for action recognition. ICIP 2015: 1945-1949 - 2014
- [c1]Dongqi Cai, Pengyu Li, Fei Su, Zhicheng Zhao:
An adaptive symmetry detection algorithm based on local features. VCIP 2014: 478-481
Coauthor Index
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last updated on 2024-11-13 23:50 CET by the dblp team
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