Personal profile
Research interests
Computer Science / Information Technology - Machine learning
Computer Science / Information Technology - Cloud computing
Computer Science / Information Technology - Distributed systems
Computer Science / Information Technology - Mobile computing
Position Held
Director of Center of Physical AI
Related documents
Education/Academic qualification
PhD in Computer Science, PhD, University of Ottawa
2006
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 1 No Poverty -
SDG 3 Good Health and Well-being -
SDG 4 Quality Education -
SDG 6 Clean Water and Sanitation -
SDG 7 Affordable and Clean Energy -
SDG 8 Decent Work and Economic Growth -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 10 Reduced Inequalities -
SDG 11 Sustainable Cities and Communities -
SDG 12 Responsible Consumption and Production -
SDG 13 Climate Action -
SDG 17 Partnerships for the Goals
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Collaborations and top research areas from the last five years
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Towards Edge-Native Agentic AI Serving in Resource-Constrained Environments
GUO, S. (PI)
1/01/26 → 31/12/28
Project: Research
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Research on Key Technologies for Hardware-Software Co-optimization in Multi-modal Federated Learning with Multi-level Heterogeneity
ZHANG, J. (CoPI) & GUO, S. (CoI)
1/01/26 → 31/12/30
Project: Research
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Research on Key Technologies for Hardware-Software Co-optimization in Multi-modal Federated Learning with Multi-level Heterogeneity
ZHANG, J. (CoI) & GUO, S. (CoI)
National Natural Science Foundation of China
1/01/26 → 31/12/30
Project: Research
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Evolving Edge Foundation Models via Adaptive Knowledge Editing in Diverse Environments
ZHANG, J. (PI) & GUO, S. (CoI)
1/09/25 → 31/08/28
Project: Research
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Research output
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AFedLF: Adaptive Layer Freezing of Foundation Models in Heterogeneous Federated Learning
Zeng, Y., Zhang, J., Guo, S., Ye, B., Qu, Z., Hong, Z., Tang, B., Chen, J., Zhou, J. & Yu, J., Apr 2026, In: IEEE Transactions on Mobile Computing. 25, 4, 17 p., 11248949.Research output: Contribution to journal › Journal Article › peer-review
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A Joint Dynamic Partial Offloading and Real-Time Scheduling Approach for LEO Satellite-Ground Networks
Liu, Y., Wang, X., Ning, Z., Tao, X., Guo, L., Jiang, C. & Guo, S., 21 Jan 2026, In: IEEE Transactions on Mobile Computing. 17 p., 11359550.Research output: Contribution to journal › Journal Article › peer-review
1 Link opens in a new tab Citation (Scopus) -
Dynamic scheduling reasoning method based on mixed expert model and related device: [China]
GUO, S. (Key Inventor), WANG, H. (Inventor), SHEN, X. (Inventor) & YANG, J. (Inventor), 16 Jan 2026, IPC No. G06N 5/04, G06F 9/48, G06F 40/166, G06N 3/042, G06N 3/0442, G06N 3/045, G06N 3/08, 2 Sept 2025, Priority date 2 Jan 2025, Priority No. US63/741,134Research output: Patent
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Enhancing Transferability of Targeted Adversarial Examples via Inverse Target Gradient Competition and Spatial Distance Stretching
Li, Z., Wang, W., Li, J., Zhang, S., Hu, Y. & GUO, S., 29 Apr 2026, p. 3716-3725. 10 p.Research output: Contribution to conference › Conference Paper › peer-review
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ERA: a QoE-Aware Collaborative Inference Algorithm for NOMA-based Edge Intelligence
Yuan, X., Li, N., Chen, Q., Xu, W. & Guo, S., Feb 2026, In: IEEE Transactions on Mobile Computing. 25, 2, 16 p., 11165511.Research output: Contribution to journal › Journal Article › peer-review
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IFIP International Conference on Network and Parallel Computing (NPC)
GUO, S. (Invited speaker)
14 Dec 2025 → 16 Dec 2025Activity: Talk or presentation › Keynote
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IEEE Global Blockchain Conference
GUO, S. (Invited speaker)
20 Jun 2025 → 22 Jun 2025Activity: Talk or presentation › Keynote
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Operations Transformation Forum
GUO, S. (Invited speaker)
16 Jun 2025 → 18 Jun 2025Activity: Talk or presentation › Contributed
Awards
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First Prize in Natural Science, “Computing Systems for Edge Intelligent Services”, Shanghai Science and Technology Award
GUO, S. (Recipient), 2025
Prize: Honorary Award
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Member of National Academy of Artificial Intelligence (NAAI)
GUO, S. (Recipient), 2025
Prize: Honorary Award
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