Hong‐Yu Ren

1. Deliberative Alignment: Reasoning Enables Safer Language Models
   2024/12/20 by Melody Y. Guan, Manas Joglekar, Guan, Melody Y. +25 · 86 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
2. PRODIGY: Enabling In-context Learning Over Graphs
   2023/05/21 by Qian Huang, Huang, Qian, Hong‐Yu Ren +11 · 16 citations
   Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Multimodal Machine Learning Applications
3. GreaseLM: Graph REASoning Enhanced Language Models for Question Answering
   2022/01/21 by Xikun Zhang, Antoine Bosselut, Zhang, Xikun +11 · 9 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
4. VQA-GNN: Reasoning with Multimodal Knowledge via Graph Neural Networks for Visual Question Answering
   2022/05/23 by Yanan Wang, Michihiro Yasunaga, Wang, Yanan +7 · 7 citations
   Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Human Pose and Action Recognition
5. Few-shot Relational Reasoning via Connection Subgraph Pretraining
   2022/10/13 by Qian Huang, Hong‐Yu Ren, Huang, Qian +3 · 3 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
6. Inductive Logical Query Answering in Knowledge Graphs
   2022/10/13 by Mikhail Galkin, Galkin, Mikhail, Zhaocheng Zhu +5 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
7. Neural Graph Reasoning: Complex Logical Query Answering Meets Graph Databases
   2023/03/26 by Hong‐Yu Ren, Ren, Hongyu, Mikhail Galkin +7 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Databases (cs.DB) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)