Wu, Zhonghai

12 publications

AAAI 2025 FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis Guochen Yan, Luyuan Xie, Xinyi Gao, Wentao Zhang, Qingni Shen, Yuejian Fang, Zhonghai Wu

IJCAI 2025 LPDetective: Dusting the LLM Chats for Prompt Template Abusers Yang Luo, Qingni Shen, Zhonghai Wu

IJCAI 2025 MA-RAG: Automating Role Engineering for RESTful APIs with Multi-Head Attention and Retrieval-Augmented Generation Yang Luo, Qingni Shen, Zhonghai Wu

CVPR 2025 dFLMoE: Decentralized Federated Learning via Mixture of Experts for Medical Data Analysis Luyuan Xie, Tianyu Luan, Wenyuan Cai, Guochen Yan, Zhaoyu Chen, Nan Xi, Yuejian Fang, Qingni Shen, Zhonghai Wu, Junsong Yuan

ICML 2024 MH-pFLID: Model Heterogeneous Personalized Federated Learning via Injection and Distillation for Medical Data Analysis Luyuan Xie, Manqing Lin, Tianyu Luan, Cong Li, Yuejian Fang, Qingni Shen, Zhonghai Wu

JMLR 2022 Generalized Ambiguity Decomposition for Ranking Ensemble Learning Hongzhi Liu, Yingpeng Du, Zhonghai Wu

IJCAI 2021 Knowledge-Aware Dialogue Generation via Hierarchical Infobox Accessing and Infobox-Dialogue Interaction Graph Network Sixing Wu, Minghui Wang, Dawei Zhang, Yang Zhou, Ying Li, Zhonghai Wu

ECML-PKDD 2021 Modeling Multi-Factor and Multi-Faceted Preferences over Sequential Networks for Next Item Recommendation Yingpeng Du, Hongzhi Liu, Zhonghai Wu

AAAI 2021 Relation-Aware Neighborhood Matching Model for Entity Alignment Yao Zhu, Hongzhi Liu, Zhonghai Wu, Yingpeng Du

IJCAI 2020 TopicKA: Generating Commonsense Knowledge-Aware Dialogue Responses Towards the Recommended Topic Fact Sixing Wu, Ying Li, Dawei Zhang, Yang Zhou, Zhonghai Wu

IJCAI 2019 Unified Embedding Model over Heterogeneous Information Network for Personalized Recommendation Zekai Wang, Hongzhi Liu, Yingpeng Du, Zhonghai Wu, Xing Zhang

AAAI 2017 Generalized Ambiguity Decompositions for Classification with Applications in Active Learning and Unsupervised Ensemble Pruning Zhengshen Jiang, Hongzhi Liu, Bin Fu, Zhonghai Wu