Dongqi Cai

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 27

Top Topics

Textual Entailment

Top Venues

EuroMLSys@EuroSys

Publications

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 (2024)
Zeling Zhang, Dongqi Cai, Yiran Zhang, Mengwei Xu, Shangguang Wang, Ao Zhou
FedRDMA: Communication-Efficient Cross-Silo Federated LLM via Chunked RDMA Transmission. CoRR (2024)
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)
Xiang Li, Zhenyan Lu, Dongqi Cai, Xiao Ma, Mengwei Xu
Large Language Models on Mobile Devices: Measurements, Analysis, and Insights. EdgeFM@MobiSys (2024)
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)
Mengwei Xu, Dongqi Cai, Yaozong Wu, Xiang Li, Shangguang Wang
FwdLLM: Efficient Federated Finetuning of Large Language Models with Perturbed Inferences. USENIX ATC (2024)
Dongqi Cai, Shangguang Wang, Zeling Zhang, Felix Xiaozhu Lin, Mengwei Xu
Lightweight Protection for Privacy in Offloaded Speech Understanding. CoRR (2024)
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 (2024)
Dongqi Cai, Yangyuxuan Kang, Anbang Yao, Yurong Chen
Ske2Grid: Skeleton-to-Grid Representation Learning for Action Recognition. CoRR (2023)
Dongqi Cai, Yaozong Wu, Shangguang Wang, Mengwei Xu
FedAdapter: Efficient Federated Learning for Mobile NLP. ACM TUR-C (2023)
Mengwei Xu, Yaozong Wu, Dongqi Cai, Xiang Li, Shangguang Wang
Federated Fine-tuning of Billion-Sized Language Models across Mobile Devices. CoRR (2023)
Dongqi Cai, Shangguang Wang, Yaozong Wu, Felix Xiaozhu Lin, Mengwei Xu
Federated Few-Shot Learning for Mobile NLP. MobiCom (2023)
Dongqi Cai, Yangyuxuan Kang, Anbang Yao, Yurong Chen
Ske2Grid: Skeleton-to-Grid Representation Learning for Action Recognition. ICML (2023)
Dongqi Cai, Yaozong Wu, Haitao Yuan, Shangguang Wang, Felix Xiaozhu Lin, Mengwei Xu
Towards Practical Few-shot Federated NLP. EuroMLSys@EuroSys (2023)
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 (2023)
Dongqi Cai, Yaozong Wu, Shangguang Wang, Felix Xiaozhu Lin, Mengwei Xu
Efficient Federated Learning for Modern NLP. MobiCom (2023)
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 (2022)
Dongqi Cai, Yaozong Wu, Shangguang Wang, Felix Xiaozhu Lin, Mengwei Xu
AutoFedNLP: An efficient FedNLP framework. CoRR (2022)
Dongqi Cai, Shangguang Wang, Yaozong Wu, Felix Xiaozhu Lin, Mengwei Xu
Federated NLP in Few-shot Scenarios. CoRR (2022)
Dongqi Cai, Tao Fan, Yan Kang, Lixin Fan, Mengwei Xu, Shangguang Wang, Qiang Yang
Accelerating Vertical Federated Learning. CoRR (2022)
Dongqi Cai, Anbang Yao, Yurong Chen
Dynamic Normalization and Relay for Video Action Recognition. NeurIPS (2021)
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)
Zhou Su, Chen Zhu, Yinpeng Dong, Dongqi Cai, Yurong Chen, Jianguo Li
Learning Visual Knowledge Memory Networks for Visual Question Answering. CVPR (2018)
Zhou Su, Chen Zhu, Yinpeng Dong, Dongqi Cai, Yurong Chen, Jianguo Li
Learning Visual Knowledge Memory Networks for Visual Question Answering. CoRR (2018)
Ping Hu, Dongqi Cai, Shandong Wang, Anbang Yao, Yurong Chen
Learning supervised scoring ensemble for emotion recognition in the wild. ICMI (2017)
Dongqi Cai, Fei Su, Zhicheng Zhao
Adaptive Synopsis of Non-Human Primates' Surveillance Video Based on Behavior Classification. MMM (1) (2016)
Anbang Yao, Dongqi Cai, Ping Hu, Shandong Wang, Liang Sha, Yurong Chen
HoloNet: towards robust emotion recognition in the wild. ICMI (2016)
Dongqi Cai, Fei Su
Deep CCA based super vector for action recognition. ICIP (2015)
Dongqi Cai, Kai Liu, Fei Su
Local metric learning for EEG-based personal identification. ICASSP (2015)
Dongqi Cai, Pengyu Li, Fei Su, Zhicheng Zhao
An adaptive symmetry detection algorithm based on local features. VCIP (2014)