Evgeny Kharlamov
- Graph Random Neural Network for Semi-Supervised Learning on Graphs
2020/05/22 by Wenzheng Feng, Jie Zhang, Feng, Wenzheng +15 · 15 citations
Computer Science · #Advanced Graph Neural Networks #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM
- GraphMAE2: A Decoding-Enhanced Masked Self-Supervised Graph Learner
2023/04/10 by Zhenyu Hou, Hou, Zhenyu, Yufei He +11 · 15 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
- Predictive Multiplicity of Knowledge Graph Embeddings in Link Prediction
2024/08/15 by Yuqicheng Zhu, Nico Potyka, Zhu, Yuqicheng +11 · 4 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Complex Network Analysis Techniques #FOS: Computer and information sciences
- Conformalized Answer Set Prediction for Knowledge Graph Embedding
2024/08/15 by Yuqicheng Zhu, Nico Potyka, Zhu, Yuqicheng +11 · 3 voices · 2 citations
#cs.AI
- Graph Contrastive Learning for Anomaly Detection
2021/08/17 by Bo Chen, Chen, Bo, Jing Zhang +15 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
- DAGE: DAG Query Answering via Relational Combinator with Logical Constraints
2024/10/29 by Yinghua He, Bo Xiong, He, Yunjie +9 · 1 citation
Computer Science · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Data Management and Algorithms #Databases (cs.DB) #FOS: Computer and information sciences #Semantic Web and Ontologies
- Evaluating Knowledge Graph Based Retrieval Augmented Generation Methods under Knowledge Incompleteness
2025/04/07 by Dongzhuoran Zhou, Yuqicheng Zhu, Zhou, Dongzhuoran +11 · 4 citations
Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Multimodal Machine Learning Applications
- What Breaks Knowledge Graph based RAG? Benchmarking and Empirical Insights into Reasoning under Incomplete Knowledge
2025/08/11 by Dongzhuoran Zhou, Yuqicheng Zhu, Zhou, Dongzhuoran +13 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Multimodal Machine Learning Applications
- MADA-RL: Multi-Agent Debate-Aware Reinforcement Learning for Parameter-Efficient Reasoning in Compact Models
2026/07/20 by Martino M. L. Pulici, Cuong Xuan Chu, Evgeny Kharlamov +3
#cs.LG #cs.AI #cs.CL #cs.MA
- Memory for Large Language Models
2026/07/28 by Sining Zhoubian, Dan Zhang, Evgeny Kharlamov +1
#cs.CL