Binghui Guo

21 papers A* 3A 1B 2Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Beyond LDP-FL: Independent Uplink-Downlink Privacy Protection in Federated Learning.
IEEE Trans. Netw. Sci. Eng.
Dongrun Li, Yun Zeng, Faguo Wu, Jiancheng Liu, Qinnan Zhang, Binghui Guo, Xiao Zhang, Zhiming Zheng
2026 J jnl
FedRDA: Federated learning with representation decoupling and divergence-aware aggregation.
Knowl. Based Syst.
Peng Wang, Zhilong Mi, Zihang Shen, Ziqiao Yin, Binghui Guo, Jin Dong
2026 A* conf
LiteLong: Resource-Efficient Long-Context Data Synthesis for LLMs.
AAAI
Junlong Jia, Xing Wu, Chaochen Gao, Ziyang Chen, Zijia Lin, Zhongzhi Li, Weinong Wang, Haotian Xu, Donghui Jin, Debing Zhang, Binghui Guo
2025 A* conf
Defending Against Sophisticated Poisoning Attacks with RL-based Aggregation in Federated Learning.
AAAI
Yujing Wang, Hainan Zhang, Sijia Wen, Wangjie Qiu, Binghui Guo
2025 J jnl
Enhancing poisoning attack mitigation in federated learning through perturbation-defense complementarity on history gradients.
Frontiers Comput. Sci.
Cong Wang, Zhilong Mi, Ziqiao Yin, Binghui Guo
2025 J jnl
EntropyLong: Effective Long-Context Training via Predictive Uncertainty.
CoRR
Junlong Jia, Ziyang Chen, Xing Wu, Chaochen Gao, Zijia Lin, Debing Zhang, Songlin Hu, Binghui Guo
2025 B conf
FedIFPG. Personalized Federated Learning based on Information Fusion and Prototype Guidance.
SMC
Peng Wang, Xiaoyi Liu, Zhilong Mi, Binghui Guo, Ziqiao Yin, Zihang Shen
2025 J jnl
GPMFS: Global Foundation and Personalized Optimization for Multi-Label Feature Selection.
CoRR
Yifan Cao, Zhilong Mi, Ziqiao Yin, Binghui Guo, Jin Dong
2025 J jnl
Interpreting Performance of Deep Neural Networks with Partial Information Decomposition.
Entropy
Tianyue Liu, Binghui Guo, Ziqiao Yin, Zhilong Mi, Donghui Jin
2025 J jnl
Learning to Erase Private Knowledge from Multi-Documents for Retrieval-Augmented Large Language Models.
CoRR
Yujing Wang, Hainan Zhang, Liang Pang, Yongxin Tong, Binghui Guo, Hongwei Zheng, Zhiming Zheng
2025 J jnl
LiteLong: Resource-Efficient Long-Context Data Synthesis for LLMs.
CoRR
Junlong Jia, Xing Wu, Chaochen Gao, Ziyang Chen, Zijia Lin, Zhongzhi Li, Weinong Wang, Haotian Xu, Donghui Jin, Debing Zhang, Binghui Guo
2025 A* conf
MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language Models.
AAAI
Yujing Wang, Hainan Zhang, Liang Pang, Binghui Guo, Hongwei Zheng, Zhiming Zheng
2024 J jnl
Defending Against Sophisticated Poisoning Attacks with RL-based Aggregation in Federated Learning.
CoRR
Yujing Wang, Hainan Zhang, Sijia Wen, Wangjie Qiu, Binghui Guo
2024 — conf
MTEC: A Multi-tier Blockchain Storage Framework Using Erasure Coding for IoT Application.
APWeb/WAIM (4)
Xinwei Xu, Yongkang Yu, Jinchun He, Qinnan Zhang, Hongwei Zheng, Binghui Guo, Jin Dong, Wangjie Qiu
2024 J jnl
MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language Models.
CoRR
Yujing Wang, Hainan Zhang, Liang Pang, Binghui Guo, Hongwei Zheng, Zhiming Zheng
2024 B conf
TierFlow: A Pipelined Layered BFT Consensus Protocol for Large-Scale Blockchain.
TrustCom
Yongkang Yu, Jinchun He, Xinwei Xu, Qinnan Zhang, Wangjie Qiu, Hongwei Zheng, Binghui Guo, Jin Dong
2021 J jnl
DReSS: a method to quantitatively describe the influence of structural perturbations on state spaces of genetic regulatory networks.
Briefings Bioinform.
Ziqiao Yin, Binghui Guo, Shuangge Ma, Yifan Sun, Zhilong Mi, Zhiming Zheng
2018 A conf
DeepCredit: Exploiting User Cickstream for Loan Risk Prediction in P2P Lending.
ICWSM
Zhi Yang, Yusi Zhang, Binghui Guo, Ben Y. Zhao, Yafei Dai
2014 J jnl
Statistics and algorithms on the organization and quantitative analysis of minimal vertex covers.
CoRR
Wei Wei, Renquan Zhang, Baolong Niu, Binghui Guo, Zhiming Zheng
2012 J jnl
Optimized statistical analysis of software trustworthiness attributes.
Sci. China Inf. Sci.
Xiao Zhang, Wei Li, Zhiming Zheng, Binghui Guo
2009 J jnl
Dynamical characteristics of software trustworthiness and their evolutionary complexity.
Sci. China Ser. F Inf. Sci.
Zhiming Zheng, Shilong Ma, Wei Li, Wei Wei, Xin Jiang, ZhanLi Zhang, Binghui Guo