Daliang Xu

According to our database, Daliang Xu authored at least 28 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Training With Integer-Only Arithmetic: Energy-Efficient Federated Learning With Mobile DSP Offloading.

Jinliang Yuan, Daliang Xu, Mengwei Xu, Yuanchun Li, Xuanzhe Liu, Yunhao Liu, Shangguang Wang

IEEE Trans. Mob. Comput., May, 2026

NanoSpec: Accelerating Speculative Decoding using Minimalist In-Context Vocabularies.

Zhiyang Chen, Daliang Xu, Yinyuan Zhang, Chenghua Wang, Mengwei Xu, Yun Ma

CoRR, May, 2026

Quant.npu: Enabling Efficient Mobile NPU Inference for on-device LLMs via Fully Static Quantization.

Jinghe Zhang, Daliang Xu, Chenghua Wang, Weikai Xie, Tao Qi, Yun Ma, Mengwei Xu, Gang Huang

CoRR, May, 2026

VLMCache: Efficient On-Device Vision-Language Model Inference.

Yinyuan Zhang, Daliang Xu, Zhiyang Chen, Chenghua Wang, Ying Zhang, Mengwei Xu, Gang Huang

Proceedings of the 24th Annual International Conference on Mobile Systems, 2026

ShadowNPU: System and Algorithm Co-design for NPU-Centric On-Device LLM Inference.

Wangsong Yin, Daliang Xu, Mengwei Xu, Gang Huang, Xuanzhe Liu

Proceedings of the 24th Annual International Conference on Mobile Systems, 2026

2025

Accelerating Mobile Language Model via Speculative Decoding and NPU-Coordinated Execution.

Zhiyang Chen, Daliang Xu, Haiyang Shen, Mengwei Xu, Shangguang Wang, Yun Ma

CoRR, October, 2025

Dynamic Sparse Attention on Mobile SoCs.

Wangsong Yin, Daliang Xu, Mengwei Xu, Gang Huang, Xuanzhe Liu

CoRR, August, 2025

MobiEdit: Resource-efficient Knowledge Editing for Personalized On-device LLMs.

Zhenyan Lu, Daliang Xu, Dongqi Cai, Zexi Li, Wei Liu, Fangming Liu, Shangguang Wang, Mengwei Xu

CoRR, June, 2025

EdgeLLM: Fast On-Device LLM Inference With Speculative Decoding.

Daliang Xu, Wangsong Yin, Hao Zhang, Xin Jin, Ying Zhang, Shiyun Wei, Mengwei Xu, Xuanzhe Liu

IEEE Trans. Mob. Comput., April, 2025

Niagara+: Scheduling Live ML Analytics Across Heterogeneous Device Processors and Edge Servers.

Daliang Xu, Qing Li, Mengwei Xu, Kang Huang, Gang Huang, Shangguang Wang, Qun Wei, Xin Jin, Yun Ma, Xuanzhe Liu

IEEE Trans. Serv. Comput., 2025

Elastic On-Device LLM Service.

Wangsong Yin, Rongjie Yi, Daliang Xu, Gang Huang, Mengwei Xu, Xuanzhe Liu

Proceedings of the 31st Annual International Conference on Mobile Computing and Networking, 2025

Fast On-device LLM Inference with NPUs.

Daliang Xu, Hao Zhang, Liming Yang, Ruiqi Liu, Gang Huang, Mengwei Xu, Xuanzhe Liu

Proceedings of the 30th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2025

2024

Efficient, Scalable, and Sustainable DNN Training on SoC-Clustered Edge Servers.

Mengwei Xu, Daliang Xu, Chiheng Lou, Li Zhang, Gang Huang, Xin Jin, Xuanzhe Liu

IEEE Trans. Mob. Comput., December, 2024

ELMS: Elasticized Large Language Models On Mobile Devices.

Wangsong Yin, Rongjie Yi, Daliang Xu, Gang Huang, Mengwei Xu, Xuanzhe Liu

CoRR, 2024

A Survey of Resource-efficient LLM and Multimodal Foundation Models.

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

CoRR, 2024

Towards Energy-efficient Federated Learning via INT8-based Training on Mobile DSPs.

Jinliang Yuan, Shangguang Wang, Hongyu Li, Daliang Xu, Yuanchun Li, Mengwei Xu, Xuanzhe Liu

Proceedings of the ACM on Web Conference 2024, 2024

PieBridge: Fast and Parameter-Efficient On-Device Training via Proxy Networks.

Wangsong Yin, Daliang Xu, Gang Huang, Ying Zhang, Shiyun Wei, Mengwei Xu, Xuanzhe Liu

Proceedings of the 22nd ACM Conference on Embedded Networked Sensor Systems, 2024

WiP: Efficient LLM Prefilling with Mobile NPU.

Daliang Xu, Hao Zhang, Liming Yang, Ruiqi Liu, Mengwei Xu, Xuanzhe Liu

Proceedings of the Workshop on Edge and Mobile Foundation Models, 2024

SoCFlow: Efficient and Scalable DNN Training on SoC-Clustered Edge Servers.

Daliang Xu, Mengwei Xu, Chiheng Lou, Li Zhang, Gang Huang, Xin Jin, Xuanzhe Liu

Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

2023

LLMCad: Fast and Scalable On-device Large Language Model Inference.

Daliang Xu, Wangsong Yin, Xin Jin, Ying Zhang, Shiyun Wei, Mengwei Xu, Xuanzhe Liu

CoRR, 2023

Niagara: Scheduling DNN Inference Services on Heterogeneous Edge Processors.

Daliang Xu, Qing Li, Mengwei Xu, Kang Huang, Gang Huang, Shangguang Wang, Xin Jin, Yun Ma, Xuanzhe Liu

Proceedings of the Service-Oriented Computing - 21st International Conference, 2023

Satellite Computing: From Space to Your Screen.

Qing Li, Daliang Xu

Proceedings of the Service-Oriented Computing - ICSOC 2023 Workshops - AI-PA, ASOCA, SAPD, SQS, SSCOPE, WESOACS and Satellite Events, Rome, Italy, November 28, 2023

2022

Mandheling: Mixed-Precision On-Device DNN Training with DSP Offloading.

Daliang Xu, Mengwei Xu, Qipeng Wang, Shangguang Wang, Yun Ma, Kang Huang, Guang Huang, Xin Jin, Xuanzhe Liu

CoRR, 2022

Mandheling: mixed-precision on-device DNN training with DSP offloading.

Daliang Xu, Mengwei Xu, Qipeng Wang, Shangguang Wang, Yun Ma, Kang Huang, Gang Huang, Xin Jin, Xuanzhe Liu

Proceedings of the ACM MobiCom '22: The 28th Annual International Conference on Mobile Computing and Networking, Sydney, NSW, Australia, October 17, 2022

2020

S3Library: Automatically Eliminating C/C++ Buffer Overflow using Compatible Safer Libraries.

Kang Sun, Daliang Xu, Dongwei Chen, Xu Cheng, Dong Tong

CoRR, 2020

DangKiller: Eliminating Dangling Pointers Efficiently via Implicit Identifier.

Daliang Xu, Dongwei Chen, Chun Yang, Kang Sun, Xu Cheng, Dong Tong

CoRR, 2020

SMA: Eliminate Memory Spatial Errors via Saturation Memory Access.

Dongwei Chen, Daliang Xu, Dong Tong, Kang Sun, Xuetao Guan, Chun Yang, Xu Cheng

CoRR, 2020

2019

An adaptive template matching-based single object tracking algorithm with parallel acceleration.

Baicheng Yan, Limin Xiao, Hang Zhang, Daliang Xu, Li Ruan, Zhaokai Wang, Yiyang Zhang

J. Vis. Commun. Image Represent., 2019