Binghui Guo

This page is a disambiguation page, it actually contains multiple papers from persons of the same or a similar name.

Bibliography

2026
Beyond LDP-FL: Independent Uplink-Downlink Privacy Protection in Federated Learning.
IEEE Trans. Netw. Sci. Eng., 2026

FedRDA: Federated learning with representation decoupling and divergence-aware aggregation.
Knowl. Based Syst., 2026

Partial Multi-Label Feature Selection via Entropy-Weighted Multi-Scale Neighborhood Granular Label Distribution Learning.
Entropy, 2026

Beyond Over-Editing: Important Weight Constrained Knowledge Editing in Large Language Models.
Proceedings of the 2026 International Conference on Multimedia Retrieval, 2026

LiteLong: Resource-Efficient Long-Context Data Synthesis for LLMs.
Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025
Enhancing poisoning attack mitigation in federated learning through perturbation-defense complementarity on history gradients.
Frontiers Comput. Sci., December, 2025

EntropyLong: Effective Long-Context Training via Predictive Uncertainty.
CoRR, October, 2025

GPMFS: Global Foundation and Personalized Optimization for Multi-Label Feature Selection.
CoRR, April, 2025

Learning to Erase Private Knowledge from Multi-Documents for Retrieval-Augmented Large Language Models.
CoRR, April, 2025

Interpreting Performance of Deep Neural Networks with Partial Information Decomposition.
Entropy, 2025

FedIFPG. Personalized Federated Learning based on Information Fusion and Prototype Guidance.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2025

Defending Against Sophisticated Poisoning Attacks with RL-based Aggregation in Federated Learning.
Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language Models.
Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024
Complexity Quantification of Driving Scenarios with Dynamic Evolution Characteristics.
Entropy, 2024

TierFlow: A Pipelined Layered BFT Consensus Protocol for Large-Scale Blockchain.
Proceedings of the 23rd IEEE International Conference on Trust, 2024

MTEC: A Multi-tier Blockchain Storage Framework Using Erasure Coding for IoT Application.
Proceedings of the Web and Big Data - 8th International Joint Conference, 2024

2021
DReSS: a method to quantitatively describe the influence of structural perturbations on state spaces of genetic regulatory networks.
Briefings Bioinform., November, 2021

2020
Dynamical network analysis reveals key microRNAs in progressive stages of lung cancer.
PLoS Comput. Biol., 2020

LAMP: disease classification derived from layered assessment on modules and pathways in the human gene network.
BMC Bioinform., 2020

2019
A model for meme popularity growth in social networking systems based on biological principle and human interest dynamics.
CoRR, 2019

2018
DeepCredit: Exploiting User Cickstream for Loan Risk Prediction in P2P Lending.
Proceedings of the Twelfth International Conference on Web and Social Media, 2018

2014
Statistics and algorithms on the organization and quantitative analysis of minimal vertex covers.
CoRR, 2014

2012
Optimized statistical analysis of software trustworthiness attributes.
Sci. China Inf. Sci., 2012

2009
Dynamical characteristics of software trustworthiness and their evolutionary complexity.
Sci. China Ser. F Inf. Sci., 2009


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