← Authors

Zhonghai Wu

21 papers · 2018–2026 · 10 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (8) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (43) 🌈 Renaissance Researcher (7) 🌍 Conference Polyglot (10) πŸƒ Academic Marathon (7) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸ† Keyword Champion (2) πŸ—ƒοΈ Keyword Collector (87) πŸ’Ž Century Club (20) πŸ”₯ Unstoppable (5) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer

Conferences

IJCAI (5) AAAI (3) EMNLP (3) ACL (2) COLING (2) MICCAI (2) CVPR (1) ICML (1) IJCNLP (1) JMLR (1)

Top co-authors

Sixing Wu (8) Dawei Zhang (8) Ying Li (8) Qingni Shen (7) Hongzhi Liu (6) Luyuan Xie (5) Yuejian Fang (5) Yang Zhou (4) Tianyu Luan (4) Cong Li (3)

Keywords

commonsense knowledge (5) dialogue generation (5) knowledge graph (4) knowledge distillation (3) response generation (3) knowledge retrieval (2) link prediction (2) federated learning (2) relation path (2) knowledge selection (2) knowledge graph completion (2) conversational ai (2) multi-source knowledge (2) knowledge-aware dialogue (2) information retrieval (1) ensemble learning (1) text generation (1) anomaly detection (1) contrastive learning (1) heterogeneous information network (1)

Papers

Knowledge-Enhanced Explainable Hypergraph Convolution Network for Medication Recommendation AAAI 2026
dFLMoE: Decentralized Federated Learning via Mixture of Experts for Medical Data Analysis CVPR 2025
FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis AAAI 2025
LPDetective: Dusting the LLM Chats for Prompt Template Abusers IJCAI 2025
MA-RAG: Automating Role Engineering for RESTful APIs with Multi-Head Attention and Retrieval-Augmented Generation IJCAI 2025
MH-pFLID: Model Heterogeneous personalized Federated Learning via Injection and Distillation for Medical Data Analysis ICML 2024
MH-pFLGB: Model Heterogeneous personalized Federated Learning via Global Bypass for Medical Image Analysis MICCAI 2024
pFLFE: Cross-silo Personalized Federated Learning via Feature Enhancement on Medical Image Segmentation MICCAI 2024
Generalized Ambiguity Decomposition for Ranking Ensemble Learning JMLR 2022
KSAM: Infusing Multi-Source Knowledge into Dialogue Generation via Knowledge Source Aware Multi-Head Decoding ACL 2022
Section-Aware Commonsense Knowledge-Grounded Dialogue Generation with Pre-trained Language Model COLING 2022
Relation-Aware Neighborhood Matching Model for Entity Alignment AAAI 2021
More is Better: Enhancing Open-Domain Dialogue Generation via Multi-Source Heterogeneous Knowledge EMNLP 2021
Knowledge-Aware Dialogue Generation via Hierarchical Infobox Accessing and Infobox-Dialogue Interaction Graph Network IJCAI 2021
Improving Knowledge-Aware Dialogue Response Generation by Using Human-Written Prototype Dialogues EMNLP 2020
TopicKA: Generating Commonsense Knowledge-Aware Dialogue Responses Towards the Recommended Topic Fact IJCAI 2020
Diverse and Informative Dialogue Generation with Context-Specific Commonsense Knowledge Awareness ACL 2020
Representation Learning with Ordered Relation Paths for Knowledge Graph Completion EMNLP 2019
Unified Embedding Model over Heterogeneous Information Network for Personalized Recommendation IJCAI 2019
Representation Learning with Ordered Relation Paths for Knowledge Graph Completion IJCNLP 2019
HL-EncDec: A Hybrid-Level Encoder-Decoder for Neural Response Generation COLING 2018