Personal profile
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 3 Good Health and Well-being -
SDG 7 Affordable and Clean Energy
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Dive into the research topics where Binghui Guo is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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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
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A Cross-Scale Approach to Safety Evaluation in Intelligent Driving
Liu, T., Guo, B. & Yin, Z., 2026, Proceedings of 2026 International Conference on Embedded Systems, Mobile Communication and Computing, EMC2 2026. Institute of Electrical and Electronics Engineers Inc., p. 170-175 6 p. (Proceedings of 2026 International Conference on Embedded Systems, Mobile Communication and Computing, EMC2 2026).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Beyond LDP-FL: Independent Uplink-Downlink Privacy Protection in Federated Learning
Li, D., Zeng, Y., Wu, F., Liu, J., Zhang, Q., Guo, B., Zhang, X. & Zheng, Z., 2026, In: IEEE Transactions on Network Science and Engineering. 13, p. 7650-7666 17 p.Research output: Contribution to journal › Article › peer-review
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FedRDA: Federated learning with representation decoupling and divergence-aware aggregation
Wang, P., Mi, Z., Shen, Z., Yin, Z., Guo, B. & Dong, J., 30 Jan 2026, In: Knowledge-Based Systems. 333, 115084.Research output: Contribution to journal › Article › peer-review
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Interpreting Performance of Deep Neural Networks with Partial Information Decomposition
Liu, T., Guo, B., Yin, Z., Mi, Z. & Jin, D., Jan 2026, In: Entropy. 28, 1, 50.Research output: Contribution to journal › Article › peer-review
Open Access -
LiteLong: Resource-Efficient Long-Context Data Synthesis for LLM
Jia, J., Wu, X., Gao, C., Chen, Z., Lin, Z., Li, Z., Wang, W., Xu, H., Jin, D., Zhang, D. & Guo, B., 2026, Proceedings of the AAAI Conference on Artificial Intelligence. Koenig, S., Jenkins, C. & Taylor, M. E. (eds.). 37 ed. Association for the Advancement of Artificial Intelligence, p. 31274-31282 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 40, no. 37).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access