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)

SMA: Eliminate Memory Spatial Errors via Saturation Memory Access. - Dongwei Chen; Daliang Xu; Dong Tong 001; Kang Sun; Xuetao Guan; Chun Yang; Xu Cheng 001 (CoRR, 2020)

DangKiller: Eliminating Dangling Pointers Efficiently via Implicit Identifier. - Daliang Xu; Dongwei Chen; Chun Yang; Kang Sun; Xu Cheng 001; Dong Tong 001 (CoRR, 2020)

S3Library: Automatically Eliminating C/C++ Buffer Overflow using Compatible Safer Libraries. - Kang Sun; Daliang Xu; Dongwei Chen; Xu Cheng 001; Dong Tong 001 (CoRR, 2020)

Mandheling: mixed-precision on-device DNN training with DSP offloading. - Daliang Xu; Mengwei Xu; Qipeng Wang; Shangguang Wang; Yun Ma 002; Kang Huang; Gang Huang 001; Xin Jin 008; Xuanzhe Liu (MobiCom, 2022)

Mandheling: Mixed-Precision On-Device DNN Training with DSP Offloading. - Daliang Xu; Mengwei Xu; Qipeng Wang; Shangguang Wang; Yun Ma 002; Kang Huang; Guang Huang; Xin Jin 008; Xuanzhe Liu (CoRR, 2022)

Satellite Computing: From Space to Your Screen. - Qing Li 028; Daliang Xu (ICSOC Workshops, 2023)

Niagara: Scheduling DNN Inference Services on Heterogeneous Edge Processors. - Daliang Xu; Qing Li 028; Mengwei Xu; Kang Huang; Gang Huang 001; Shangguang Wang; Xin Jin 008; Yun Ma 002; Xuanzhe Liu (ICSOC (1), 2023)

LLMCad: Fast and Scalable On-device Large Language Model Inference. - Daliang Xu; Wangsong Yin; Xin Jin 008; Ying Zhang 022; Shiyun Wei; Mengwei Xu; Xuanzhe Liu (CoRR, 2023)

SoCFlow: Efficient and Scalable DNN Training on SoC-Clustered Edge Servers. - Daliang Xu; Mengwei Xu; Chiheng Lou; Li Zhang 133; Gang Huang 001; Xin Jin 008; Xuanzhe Liu (ASPLOS (1), 2024)

WiP: Efficient LLM Prefilling with Mobile NPU. - Daliang Xu; Hao Zhang 108; Liming Yang; Ruiqi Liu; Mengwei Xu; Xuanzhe Liu (EdgeFM@MobiSys, 2024)

PieBridge: Fast and Parameter-Efficient On-Device Training via Proxy Networks. - Wangsong Yin; Daliang Xu; Gang Huang 001; Ying Zhang 012; Shiyun Wei; Mengwei Xu; Xuanzhe Liu (SenSys, 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 (WWW, 2024)

A Survey of Resource-efficient LLM and Multimodal Foundation Models. - Mengwei Xu; Wangsong Yin; Dongqi Cai 001; Rongjie Yi; Daliang Xu; Qipeng Wang; Bingyang Wu; Yihao Zhao; Chen Yang; Shihe Wang; Qiyang Zhang; Zhenyan Lu; et al. (CoRR, 2024)

ELMS: Elasticized Large Language Models On Mobile Devices. - Wangsong Yin; Rongjie Yi; Daliang Xu; Gang Huang 001; Mengwei Xu; Xuanzhe Liu (CoRR, 2024)

Efficient, Scalable, and Sustainable DNN Training on SoC-Clustered Edge Servers. - Mengwei Xu; Daliang Xu; Chiheng Lou; Li Zhang 133; Gang Huang 001; Xin Jin 008; Xuanzhe Liu (IEEE Trans. Mob. Comput., 2024)

Fast On-device LLM Inference with NPUs. - Daliang Xu; Hao Zhang 108; Liming Yang; Ruiqi Liu; Gang Huang 001; Mengwei Xu; Xuanzhe Liu (ASPLOS (1), 2025)

EdgeLLM: Fast On-Device LLM Inference With Speculative Decoding. - Daliang Xu; Wangsong Yin; Hao Zhang 108; Xin Jin 008; Ying Zhang 012; Shiyun Wei; Mengwei Xu; Xuanzhe Liu (IEEE Trans. Mob. Comput., 2025)

MobiEdit: Resource-efficient Knowledge Editing for Personalized On-device LLMs. - Zhenyan Lu; Daliang Xu; Dongqi Cai 001; Zexi Li; Wei Liu 061; Fangming Liu; Shangguang Wang; Mengwei Xu (CoRR, 2025)