Zhonghai Wu
22 papers · 2018–2026 · 10 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (7) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (10) 🐣 Hot Topic Early Bird
🏃
Academic Marathon
(7)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🏆
Keyword Champion
(2)
🗃️
Keyword Collector
(87)
💎
Century Club
(20)
🔥
Unstoppable
(5)
📈
Trend Setter
🚀
Conference Pioneer
Conferences
IJCAI (5)
AAAI (3)
ACL (3)
EMNLP (3)
COLING (2)
MICCAI (2)
CVPR (1)
ICML (1)
IJCNLP (1)
JMLR (1)
Top co-authors
Keywords
commonsense knowledge
(5)
dialogue generation
(5)
knowledge graph
(4)
knowledge distillation
(3)
response generation
(3)
knowledge retrieval
(2)
knowledge selection
(2)
link prediction
(2)
knowledge-aware dialogue
(2)
conversational ai
(2)
multi-source knowledge
(2)
federated learning
(2)
knowledge graph completion
(2)
relation path
(2)
text generation
(1)
anomaly detection
(1)
semi-supervised learning
(1)
contrastive learning
(1)
medical image analysis
(1)
model aggregation
(1)
Papers
A Survey of Reinforcement Learning for Large Language Models under Data Scarcity: Challenges and Solutions
ACL 2026
Knowledge-Enhanced Explainable Hypergraph Convolution Network for Medication Recommendation
AAAI 2026
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
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
MH-pFLID: Model Heterogeneous personalized Federated Learning via Injection and Distillation for Medical Data Analysis
ICML 2024
pFLFE: Cross-silo Personalized Federated Learning via Feature Enhancement on Medical Image Segmentation
MICCAI 2024
MH-pFLGB: Model Heterogeneous personalized Federated Learning via Global Bypass for Medical Image Analysis
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
Representation Learning with Ordered Relation Paths for Knowledge Graph Completion
IJCNLP 2019
Unified Embedding Model over Heterogeneous Information Network for Personalized Recommendation
IJCAI 2019
HL-EncDec: A Hybrid-Level Encoder-Decoder for Neural Response Generation
COLING 2018