Dongqi Cai - RankMe

36 papers A* 7A 1Journal 20Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Editing as Unlearning: Are Knowledge Editing Methods Strong Baselines for Large Language Model Unlearning? AAAI Zexi Li, Xiangzhu Wang, William F. Shen, Meghdad Kurmanji, Xinchi Qiu, Dongqi Cai, Chao Wu, Nicholas D. Lane
2025	A*	`conf`	DEPT: Decoupled Embeddings for Pre-training Language Models. ICLR Alex Iacob, Lorenzo Sani, Meghdad Kurmanji, William F. Shen, Xinchi Qiu, Dongqi Cai, Yan Gao, Nicholas Donald Lane
2025	—	`conf`	Demystifying Small Language Models for Edge Deployment. ACL (1) Zhenyan Lu, Xiang Li, Dongqi Cai, Rongjie Yi, Fangming Liu, Wei Liu, Jian Luan, Xiwen Zhang, Nicholas D. Lane, Mengwei Xu
2025	J	`jnl`	Editing as Unlearning: Are Knowledge Editing Methods Strong Baselines for Large Language Model Unlearning? CoRR Zexi Li, Xiangzhu Wang, William F. Shen, Meghdad Kurmanji, Xinchi Qiu, Dongqi Cai, Chao Wu, Nicholas D. Lane
2025	J	`jnl`	Evidencing Unauthorized Training Data from AI Generated Content using Information Isotopes. CoRR Tao Qi, Jinhua Yin, Dongqi Cai, Yueqi Xie, Huili Wang, Hu Zhiyang, Peiru Yang, Guoshun Nan, Zhili Zhou, Shangguang Wang, Lingjuan Lyu, Yongfeng Huang, Nicholas Donald Lane
2025	A	`conf`	Federated LLM Pre-Training on Mobile Phones. MobiSys Dongqi Cai
2025	J	`jnl`	MobiEdit: Resource-efficient Knowledge Editing for Personalized On-device LLMs. CoRR Zhenyan Lu, Daliang Xu, Dongqi Cai, Zexi Li, Wei Liu, Fangming Liu, Shangguang Wang, Mengwei Xu
2025	—	`conf`	Photon: Federated LLM Pre-Training. MLSys Lorenzo Sani, Alex Iacob, Zeyu Cao, Royson Lee, Bill Marino, Yan Gao, Wanru Zhao, Dongqi Cai, Zexi Li, Xinchi Qiu, Nicholas D. Lane
2025	J	`jnl`	Resource-efficient Algorithms and Systems of Foundation Models: A Survey. ACM Comput. Surv. Mengwei Xu, Dongqi Cai, Wangsong Yin, Shangguang Wang, Xin Jin, Xuanzhe Liu
2025	A*	`conf`	ShortcutsBench: A Large-Scale Real-world Benchmark for API-based Agents. ICLR Haiyang Shen, Yue Li, Desong Meng, Dongqi Cai, Sheng Qi, Li Zhang, Mengwei Xu, Yun Ma
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	J	`jnl`	Accelerating Vertical Federated Learning. IEEE Trans. Big Data Dongqi Cai, Tao Fan, Yan Kang, Lixin Fan, Mengwei Xu, Shangguang Wang, Qiang Yang
2024	J	`jnl`	DEPT: Decoupled Embeddings for Pre-training Language Models. CoRR Alex Iacob, Lorenzo Sani, Meghdad Kurmanji, William F. Shen, Xinchi Qiu, Dongqi Cai, Yan Gao, Nicholas D. Lane
2024	J	`jnl`	FedMoE: Personalized Federated Learning via Heterogeneous Mixture of Experts. CoRR Hanzi Mei, Dongqi Cai, Ao Zhou, Shangguang Wang, Mengwei Xu
2024	—	`conf`	FedRDMA: Communication-Efficient Cross-Silo Federated LLM via Chunked RDMA Transmission. EuroMLSys@EuroSys Zeling Zhang, Dongqi Cai, Yiran Zhang, Mengwei Xu, Shangguang Wang, Ao Zhou
2024	J	`jnl`	FedRDMA: Communication-Efficient Cross-Silo Federated LLM via Chunked RDMA Transmission. CoRR Zeling Zhang, Dongqi Cai, Yiran Zhang, Mengwei Xu, Shangguang Wang, Ao Zhou
2024	—	`conf`	FwdLLM: Efficient Federated Finetuning of Large Language Models with Perturbed Inferences. USENIX ATC Mengwei Xu, Dongqi Cai, Yaozong Wu, Xiang Li, Shangguang Wang
2024	—	`conf`	Large Language Models on Mobile Devices: Measurements, Analysis, and Insights. EdgeFM@MobiSys Xiang Li, Zhenyan Lu, Dongqi Cai, Xiao Ma, Mengwei Xu
2024	J	`jnl`	Lightweight Protection for Privacy in Offloaded Speech Understanding. CoRR Dongqi Cai, Shangguang Wang, Zeling Zhang, Felix Xiaozhu Lin, Mengwei Xu
2024	A*	`conf`	Mobile Foundation Model as Firmware. MobiCom Jinliang Yuan, Chen Yang, Dongqi Cai, Shihe Wang, Xin Yuan, Zeling Zhang, Xiang Li, Dingge Zhang, Hanzi Mei, Xianqing Jia, Shangguang Wang, Mengwei Xu
2024	J	`jnl`	Photon: Federated LLM Pre-Training. CoRR Lorenzo Sani, Alex Iacob, Zeyu Cao, Royson Lee, Bill Marino, Yan Gao, Dongqi Cai, Zexi Li, Wanru Zhao, Xinchi Qiu, Nicholas D. Lane
2024	J	`jnl`	Recall: Empowering Multimodal Embedding for Edge Devices. CoRR Dongqi Cai, Shangguang Wang, Chen Peng, Zeling Zhang, Mengwei Xu
2024	A*	`conf`	SILENCE: Protecting privacy in offloaded speech understanding on resource-constrained devices. NeurIPS Dongqi Cai, Shangguang Wang, Zeling Zhang, Felix Xiaozhu Lin, Mengwei Xu
2024	J	`jnl`	ShortcutsBench: A Large-Scale Real-world Benchmark for API-based Agents. CoRR Haiyang Shen, Yue Li, Desong Meng, Dongqi Cai, Sheng Qi, Li Zhang, Mengwei Xu, Yun Ma
2024	J	`jnl`	Small Language Models: Survey, Measurements, and Insights. CoRR Zhenyan Lu, Xiang Li, Dongqi Cai, Rongjie Yi, Fangming Liu, Xiwen Zhang, Nicholas D. Lane, Mengwei Xu
2023	A*	`conf`	Efficient Federated Learning for Modern NLP. MobiCom Dongqi Cai, Yaozong Wu, Shangguang Wang, Felix Xiaozhu Lin, Mengwei Xu
2023	—	`conf`	FedAdapter: Efficient Federated Learning for Mobile NLP. ACM TUR-C Dongqi Cai, Yaozong Wu, Shangguang Wang, Mengwei Xu
2023	A*	`conf`	Federated Few-Shot Learning for Mobile NLP. MobiCom Dongqi Cai, Shangguang Wang, Yaozong Wu, Felix Xiaozhu Lin, Mengwei Xu
2023	J	`jnl`	Federated Fine-tuning of Billion-Sized Language Models across Mobile Devices. CoRR Mengwei Xu, Yaozong Wu, Dongqi Cai, Xiang Li, Shangguang Wang
2023	J	`jnl`	Rethinking Mobile AI Ecosystem in the LLM Era. CoRR Jinliang Yuan, Chen Yang, Dongqi Cai, Shihe Wang, Xin Yuan, Zeling Zhang, Xiang Li, Dingge Zhang, Hanzi Mei, Xianqing Jia, Shangguang Wang, Mengwei Xu
2023	—	`conf`	Towards Practical Few-shot Federated NLP. EuroMLSys@EuroSys Dongqi Cai, Yaozong Wu, Haitao Yuan, Shangguang Wang, Felix Xiaozhu Lin, Mengwei Xu
2022	J	`jnl`	AUG-FedPrompt: Practical Few-shot Federated NLP with Data-augmented Prompts. CoRR Dongqi Cai, Yaozong Wu, Haitao Yuan, Shangguang Wang, Felix Xiaozhu Lin, Mengwei Xu
2022	J	`jnl`	Accelerating Vertical Federated Learning. CoRR Dongqi Cai, Tao Fan, Yan Kang, Lixin Fan, Mengwei Xu, Shangguang Wang, Qiang Yang
2022	J	`jnl`	AutoFedNLP: An efficient FedNLP framework. CoRR Dongqi Cai, Yaozong Wu, Shangguang Wang, Felix Xiaozhu Lin, Mengwei Xu
2022	J	`jnl`	Federated NLP in Few-shot Scenarios. CoRR Dongqi Cai, Shangguang Wang, Yaozong Wu, Felix Xiaozhu Lin, Mengwei Xu
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