A Comprehensive Benchmark of Deep Learning Libraries on Mobile Devices. - Qiyang Zhang 001; Xiang Li 067; Xiangying Che; Xiao Ma 009; Ao Zhou 001; Mengwei Xu 001; Shangguang Wang; Yun Ma 002; Xuanzhe Liu (WWW, 2022)

Cost-aware edge server placement. - Qiyang Zhang 001; Shangguang Wang; Ao Zhou 001; Xiao Ma 009 (Int. J. Web Grid Serv., 2022)

Energy and Time-Aware Inference Offloading for DNN-based Applications in LEO Satellites. - Yijie Chen; Qiyang Zhang 001; Yiran Zhang; Xiao Ma 009; Ao Zhou 001 (ICNP, 2023)

The First Verification Test of Space-Ground Collaborative Intelligence via Cloud-Native Satellites. - Shangguang Wang; Qiyang Zhang 001; Ruolin Xing; Fei Qi; Mengwei Xu 001 (CoRR, 2023)

Collaborative Inference in DNN-Based Satellite Systems with Dynamic Task Streams. - Jinglong Guan; Qiyang Zhang 001; Ilir Murturi; Praveen Kumar Donta; Schahram Dustdar; Shangguang Wang (ICC, 2024)

Resource-efficient In-orbit Detection of Earth Objects. - Qiyang Zhang 001; Xin Yuan; Ruolin Xing; Yiran Zhang; Zimu Zheng; Xiao Ma 009; Mengwei Xu 001; Schahram Dustdar; Shangguang Wang (INFOCOM, 2024)

Energy-Aware Satellite-Ground Co-Inference via Layer-Wise Processing Schedule Optimization. - Yijie Chen; Qiyang Zhang 001; Ruolin Xing; Yuanzhe Li 001; Xiao Ma 009; Chaoxin Yu; Yiran Zhang; Ao Zhou 001; Shangguang Wang (Internetware, 2024)

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

Toward Efficient Satellite Computing Through Adaptive Compression. - Chen Yang; Qibo Sun; Qiyang Zhang 001; Hao Lu; Claudio A. Ardagna; Shangguang Wang; Mengwei Xu 001 (IEEE Trans. Serv. Comput., 2024)

Energy-Efficient Federated Training on Mobile Device. - Qiyang Zhang 001; Zuo Zhu; Ao Zhou 001; Qibo Sun; Schahram Dustdar; Shangguang Wang (IEEE Netw., 2024)

A Comprehensive Deep Learning Library Benchmark and Optimal Library Selection. - Qiyang Zhang 001; Xiangying Che; Yijie Chen; Xiao Ma 009; Mengwei Xu 001; Schahram Dustdar; Xuanzhe Liu; Shangguang Wang (IEEE Trans. Mob. Comput., 2024)

Benchmarking Mobile Deep Learning Software. - Qiyang Zhang 001; Mengwei Xu 001 (GetMobile Mob. Comput. Commun., 2024)

Performance Measurements in the AI-Centric Computing Continuum Systems. - Praveen Kumar Donta; Qiyang Zhang 001; Schahram Dustdar (WF-IoT, 2025)

Edge AI for Earth Observation. - Ning Ruan; Kun Li; Qiyang Zhang 001; Lauri Lovén; Praveen Kumar Donta; Yi Jia; Schahram Dustdar (IEEE Internet Comput., 2025)

SLICE: Energy-Efficient Satellite-Ground Co-Inference via Layer-Wise Scheduling Optimization. - Yijie Chen; Qiyang Zhang 001; Ruolin Xing; Yuanzhe Li 001; Xiao Ma 009; Yiran Zhang; Ao Zhou 001; Shangguang Wang (IEEE Trans. Serv. Comput., 2025)

An Efficient and Stable Knowledge Service Framework for Satellite-Ground Collaboration. - Fei Teng 001; Hao Zhao; Qiyang Zhang 001; Ranga Rao Venkatesha Prasad; Schahram Dustdar (IEEE Trans. Serv. Comput., 2025)

FedCLR+: Tackling Onboard Label Constraints for Accurate Federated Satellite Computing. - Chen Yang; Qiyang Zhang 001; Qibo Sun; Shufeng Ouyang; Ao Zhou 001; Shangguang Wang; Mengwei Xu 001 (IEEE Trans. Serv. Comput., 2025)

Energy-aware computing of access service for wireless edge via distributed deep learning. - Xiaoyi Jiang 004; Fanqin Zhou; Qiyang Zhang 001; Lei Wei; Yang Yang 114; Daohua Zhu; Lei Feng 001; Dayang Wang (Wirel. Networks, 2025)

Spiking Neural Networks in Intelligent Edge Computing. - Guanlei Zhang; Lei Feng 001; Fanqin Zhou; Zhixiang Yang; Qiyang Zhang 001; Alaa Saleh; Praveen Kumar Donta; Chinmaya Kumar Dehury (IEEE Consumer Electron. Mag., 2025)

FOOL: Addressing the Downlink Bottleneck in Satellite Computing With Neural Feature Compression. - Alireza Furutanpey; Qiyang Zhang 001; Philipp Raith; Tobias Pfandzelter; Shangguang Wang; Schahram Dustdar (IEEE Trans. Mob. Comput., 2025)

SatCooper: Enhancing Cooperative Inference Analytics for Satellite Service via Multi-Exit DNNs. - Qiyang Zhang 001; Shangguang Wang; Jinglong Guan; Praveen Kumar Donta; Xiao Ma 009; Ranga Rao Venkatesha Prasad; Schahram Dustdar; Xuanzhe Liu (IEEE Trans. Mob. Comput., 2025)

Non-functional certification of edge-computing satellite systems. - Filippo Berto; Marco Anisetti; Qiyang Zhang 001; Shangguang Wang; Claudio A. Ardagna (Comput. Networks, 2026)

Bio-inspired Agentic Self-healing Framework for Resilient Distributed Computing Continuum Systems. - Alaa Saleh; Praveen Kumar Donta; Roberto Morabito; Sasu Tarkoma; Anders Lindgren; Qiyang Zhang 001; Schahram Dustdar; Susanna Pirttikangas; Lauri Lovén (CoRR, 2026)

Socio-technical aspects of Agentic AI. - Praveen Kumar Donta; Alaa Saleh; Ying Li 037; Shubham Vaishnav; Kai Fang 001; Hailin Feng; Yuchao Xia; Thippa Reddy Gadekallu; Qiyang Zhang 001; Xiaodan Shi; Ali Beikmohammadi; Sindri Magnússon; et al. (CoRR, 2026)

Over-the-Air Computation-Powered Multi-Layer Federated Learning for Privacy-Preserving Healthcare Devices. - Xuesong Liu; Lei Feng 001; Yao Sun 002; Yang Yang 114; Ning Ruan; Yansong Liu; Jiale Quan; Qiyang Zhang 001; Zhixiang Qiao (IEEE Trans. Consumer Electron., 2026)

Privacy-Aware and Energy-Efficient Split Learning for Wireless Consumer Healthcare Edge Devices. - Fanqin Zhou; Shixuan Guo; Lei Feng 001; Qiyang Zhang 001; Yang Yang 114; Wenjing Li 001; Praveen Kumar Donta (IEEE Trans. Consumer Electron., 2026)

NeSy-Edge: Neuro-Symbolic Trustworthy Self-Healing in the Computing Continuum. - Peihan Ye; Alfreds Lapkovskis; Alaa Saleh; Qiyang Zhang 001; Praveen Kumar Donta (CoRR, 2026)

LLM-assisted Agentic Edge Intelligence Framework. - Chinmaya Kumar Dehury; Siddharth Singh Kushwaha; Qiyang Zhang 001; Alaa Saleh; Praveen Kumar Donta (CoRR, 2026)

Optimizing Multi-DNN Inference on Mobile Devices Through Heterogeneous Processor Co-Execution. - Yunquan Gao; Zhiguo Zhang; Praveen Kumar Donta; Chinmaya Kumar Dehury; Xiujun Wang; Dusit Niyato; Qiyang Zhang 001 (IEEE Trans. Mob. Comput., 2026)

Task-Aware Collaborative Inference and Fine-Grained DNN Partitioning in MEC Networks. - Guanlei Zhang; Qiyang Zhang 001; Lei Feng 001; Fanqin Zhou; Praveen Kumar Donta; Schahram Dustdar (IEEE Trans. Mob. Comput., 2026)