Projects per year
Personal profile
Research interests
Computer Science / Information Technology - Machine learning
Computer Science / Information Technology - Distributed systems
Computer Science / Information Technology - Edge AI
Computer Science / Information Technology - Distributed systems
Computer Science / Information Technology - Edge AI
Related documents
Education/Academic qualification
PhD in Computer Science, PhD, The Hong Kong Polytechnic University
2022
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 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities -
SDG 12 Responsible Consumption and Production -
SDG 17 Partnerships for the Goals
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 3 Active
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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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Research on Key Technologies for Hardware-Software Co-optimization in Multi-modal Federated Learning with Multi-level Heterogeneity
ZHANG, J. (CoPI) & 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
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, p. 5666-5682 17 p., 11248949.Research output: Contribution to journal › Journal Article › peer-review
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LazyEviction: Lagged KV Eviction with Attention Pattern Observation for Efficient Long Reasoning
ZHANG, H., ZHANG, H., Ma, X., ZHANG, J. & GUO, S., Jul 2026, Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics. Association for Computational Linguistics (ACL), Vol. 1. 18 p.Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
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Optimizing Prompts With MLLM for Multimodal Product Style Recognition in Industry 5.0
Li, M., Huang, H., Hong, Y., Cao, Z., Zhang, J. & Guo, S., Jun 2026, In: IEEE Transactions on Industrial Informatics. 22, 6, p. 4765-4776 12 p., 11456249.Research output: Contribution to journal › Journal Article › peer-review
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Think How to Think: Mitigating Overthinking with Autonomous Difficulty Cognition in Large Reasoning Models
LIU, Y., LI, H., Ma, X., ZHANG, J. & GUO, S., Jul 2026, p. 1-8.Research output: Contribution to conference › Conference Paper › peer-review
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ToFe: Lagged Token Freezing and Reusing for Efficient Vision Transformer Inference
Zhang, H., Zhang, J., Hu, C. & Guo, S., 28 May 2026, In: IEEE Transactions on Neural Networks and Learning Systems. 14 p., 11538038.Research output: Contribution to journal › Journal Article › peer-review