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ORCIDDongqi Cai 0001
Person information
- affiliation: University of Cambridge, UK
- affiliation: Beijing University of Posts and Telecommunications (BUPT), State Key Laboratory of Networking and Switching Technology, China
Other persons with the same name
- Dongqi Cai — disambiguation page
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2020 – today
- 2025
[j2]Mengwei Xu
, Dongqi Cai, Wangsong Yin, Shangguang Wang, Xin Jin, Xuanzhe Liu:
Resource-efficient Algorithms and Systems of Foundation Models: A Survey. ACM Comput. Surv. 57(5): 110:1-110:39 (2025)- [c11]Alex Iacob, Lorenzo Sani, Meghdad Kurmanji, William F. Shen, Xinchi Qiu, Dongqi Cai, Yan Gao, Nicholas Donald Lane:
DEPT: Decoupled Embeddings for Pre-training Language Models. ICLR 2025 - [i16]Tao Qi, Jinhua Yin, Dongqi Cai, Yueqi Xie, Huili Wang, Hu Zhiyang, Peiru Yang, Guoshun Nan, Zhi-li Zhou, Shangguang Wang, Lingjuan Lyu, Yongfeng Huang, Nicholas Donald Lane:
Evidencing Unauthorized Training Data from AI Generated Content using Information Isotopes. CoRR abs/2503.20800 (2025) - 2024
- [j1]Dongqi Cai, Tao Fan, Yan Kang, Lixin Fan, Mengwei Xu, Shangguang Wang, Qiang Yang:
Accelerating Vertical Federated Learning. IEEE Trans. Big Data 10(6): 752-760 (2024) - [c10]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 - [c9]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 - [c8]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 - [c7]Dongqi Cai, Shangguang Wang, Zeling Zhang, Felix Xiaozhu Lin, Mengwei Xu:
SILENCE: Protecting privacy in offloaded speech understanding on resource-constrained devices. NeurIPS 2024 - [c6]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 - [i15]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) - [i14]Dongqi Cai, Shangguang Wang, Zeling Zhang, Felix Xiaozhu Lin, Mengwei Xu:
Lightweight Protection for Privacy in Offloaded Speech Understanding. CoRR abs/2401.11983 (2024) - [i13]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) - [i12]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) - [i11]Hanzi Mei, Dongqi Cai, Ao Zhou, Shangguang Wang, Mengwei Xu:
FedMoE: Personalized Federated Learning via Heterogeneous Mixture of Experts. CoRR abs/2408.11304 (2024) - [i10]Dongqi Cai, Shangguang Wang, Chen Peng, Zeling Zhang, Mengwei Xu:
Recall: Empowering Multimodal Embedding for Edge Devices. CoRR abs/2409.15342 (2024) - [i9]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) - [i8]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) - [i7]Lorenzo Sani, Alex Iacob, Zeyu Cao, Royson Lee, Bill Marino, Yan Gao, Dongqi Cai, Zexi Li, Wanru Zhao, Xinchi Qiu, Nicholas D. Lane:
Photon: Federated LLM Pre-Training. CoRR abs/2411.02908 (2024) - 2023
- [c5]Dongqi Cai, Yaozong Wu, Shangguang Wang, Mengwei Xu:
FedAdapter: Efficient Federated Learning for Mobile NLP. ACM TUR-C 2023: 27-28 - [c4]Dongqi Cai, Yaozong Wu, Haitao Yuan, Shangguang Wang, Felix Xiaozhu Lin, Mengwei Xu:
Towards Practical Few-shot Federated NLP. EuroMLSys@EuroSys 2023: 42-48 - [c3]Dongqi Cai, Yaozong Wu, Shangguang Wang, Felix Xiaozhu Lin, Mengwei Xu:
Efficient Federated Learning for Modern NLP. MobiCom 2023: 37:1-37:16 - [c2]Dongqi Cai, Shangguang Wang, Yaozong Wu, Felix Xiaozhu Lin, Mengwei Xu:
Federated Few-Shot Learning for Mobile NLP. MobiCom 2023: 63:1-63:17 - [i6]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) - [i5]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
- [i4]Dongqi Cai, Yaozong Wu, Shangguang Wang, Felix Xiaozhu Lin, Mengwei Xu:
AutoFedNLP: An efficient FedNLP framework. CoRR abs/2205.10162 (2022) - [i3]Dongqi Cai, Tao Fan, Yan Kang, Lixin Fan, Mengwei Xu, Shangguang Wang, Qiang Yang:
Accelerating Vertical Federated Learning. CoRR abs/2207.11456 (2022) - [i2]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) - [i1]Dongqi Cai, Shangguang Wang, Yaozong Wu, Felix Xiaozhu Lin, Mengwei Xu:
Federated NLP in Few-shot Scenarios. CoRR abs/2212.05974 (2022) - 2021
- [c1]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
Coauthor Index
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