From cloud to edge: a first look at public edge platforms. - Mengwei Xu; Zhe Fu; Xiao Ma 009; Li Zhang 133; Yanan Li; Feng Qian 001; Shangguang Wang; Ke Li; Jingyu Yang; Xuanzhe Liu (Internet Measurement Conference, 2021)

Position Paper: Renovating Edge Servers with ARM SoCs. - Mengwei Xu; Li Zhang 133; Shangguang Wang (SEC, 2022)

Device-centric Federated Analytics At Ease. - Li Zhang 133; Junji Qiu; Shangguang Wang; Mengwei Xu (CoRR, 2022)

SoC-Cluster as an Edge Server: an Application-driven Measurement Study. - Li Zhang 133; Zhe Fu; Boqing Shi; Xiang Li 067; Rujin Lai; Chenyang Chen; Ao Zhou 001; Xiao Ma 009; Shangguang Wang; Mengwei Xu (CoRR, 2022)

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)

Poster: Efficient and Accurate Mobile Task Automation through Learning from Code. - Shihe Wang; Li Zhang 133; Mengwei Xu (MobiSys, 2024)

LlamaTouch: A Faithful and Scalable Testbed for Mobile UI Task Automation. - Li Zhang 133; Shihe Wang; Xianqing Jia; Zhihan Zheng; Yunhe Yan; Longxi Gao; Yuanchun Li; Mengwei Xu (UIST, 2024)

More is Different: Prototyping and Analyzing a New Form of Edge Server with Massive Mobile SoCs. - Li Zhang 133; Zhe Fu; Boqing Shi; Xiang Li 067; Rujin Lai; Chenyang Yang 004; Ao Zhou 001; Xiao Ma 009; Shangguang Wang; Mengwei Xu (USENIX ATC, 2024)

High-density Mobile Cloud Gaming on Edge SoC Clusters. - Li Zhang 133; Shangguang Wang; Mengwei Xu (USENIX ATC, 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)

A First Look at GPT Apps: Landscape and Vulnerability. - Zejun Zhang 002; Li Zhang 133; Xin Yuan; Anlan Zhang; Mengwei Xu; Feng Qian 001 (CoRR, 2024)

LlamaTouch: A Faithful and Scalable Testbed for Mobile UI Automation Task Evaluation. - Li Zhang 133; Shihe Wang; Xianqing Jia; Zhihan Zheng; Yunhe Yan; Longxi Gao; Yuanchun Li; Mengwei Xu (CoRR, 2024)

MobileViews: A Large-Scale Mobile GUI Dataset. - Longxi Gao; Li Zhang 133; Shihe Wang; Shangguang Wang; Yuanchun Li; Mengwei Xu (CoRR, 2024)

DroidCall: A Dataset for LLM-powered Android Intent Invocation. - Weikai Xie; Li Zhang 133; Shihe Wang; Rongjie Yi; Mengwei Xu (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)

ShortcutsBench: A Large-Scale Real-world Benchmark for API-based Agents. - Haiyang Shen; Yue Li; Desong Meng; Dongqi Cai 001; Sheng Qi; Li Zhang 133; Mengwei Xu; Yun Ma 002 (ICLR, 2025)

Does Chain-of-Thought Reasoning Help Mobile GUI Agent? An Empirical Study. - Li Zhang 133; Longxi Gao; Mengwei Xu (CoRR, 2025)

UIShift: Enhancing VLM-based GUI Agents through Self-supervised Reinforcement Learning. - Longxi Gao; Li Zhang 133; Mengwei Xu (CoRR, 2025)