Siru Ouyang
- Multi-LoRA Composition for Image Generation
2024/02/26 by Ming Zhong, Zhong, Ming, Yelong Shen +15 · 1 voice · 16 citations
Computer Science · Engineering · #Medical Image Segmentation Techniques #Robotics and Sensor-Based Localization
- RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph
2024/10/03 by Siru Ouyang, Wenhao Yu, Ouyang, Siru +15 · 22 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scientific Computing and Data Management #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques
- Investigating Data Contamination for Pre-training Language Models
2024/01/11 by Minhao Jiang, Ken Ziyu Liu, Jiang, Minhao +11 · 11 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- A Survey on Retrieval And Structuring Augmented Generation with Large Language Models
2025/09/12 by Pengcheng Jiang, Siru Ouyang, Jiang, Pengcheng +9 · 3 voices · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
- Structured Chemistry Reasoning with Large Language Models
2023/11/16 by Siru Ouyang, Zhuosheng Zhang, Ouyang, Siru +10 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
- SkillOS: Learning Skill Curation for Self-Evolving Agents
2026/05/07 by Siru Ouyang, Jun Yan, Yanfei Chen +13 · 2 voices · 2 citations
Computer Science · #cs.AI #cs.CL
- ReactIE: Enhancing Chemical Reaction Extraction with Weak Supervision
2023/07/04 by Ming Zhong, Zhong, Ming, Siru Ouyang +11 · 2 citations
Computer Science · Materials Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning in Materials Science
- Benchmarking Retrieval-Augmented Generation for Chemistry
2025/05/12 by Xianrui Zhong, Bowen Jin, Zhong, Xianrui +13 · 5 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Materials Science #Topic Modeling
- Dialogue Graph Modeling for Conversational Machine Reading
2020/12/29 by Siru Ouyang, Ouyang, Siru, Zhuosheng Zhang +3 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Graph Neural Networks
- Temperature-Centric Investigation of Speculative Decoding with Knowledge Distillation
2024/10/14 by Siru Ouyang, Shuohang Wang, Ouyang, Siru +11 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Neural Networks and Applications
- ProxyThinker: Test-Time Guidance through Small Visual Reasoners
2025/05/30 by Zilin Xiao, Jaywon Koo, Xiao, Zilin +9 · 3 citations
Computer Science · #Software Engineering Research #Multimodal Machine Learning Applications #Machine Learning and Data Classification
- Cell-o1: Training LLMs to Solve Single-Cell Reasoning Puzzles with Reinforcement Learning
2025/06/03 by Fang Yin, Qiao Jin, Fang, Yin +15 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Engineering #FOS: Computer and information sciences #Finance #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning and Data Classification #Multi-Agent Systems and Negotiation #Reinforcement Learning in Robotics #and Science (cs.CE)
- Ontology Enrichment for Effective Fine-grained Entity Typing
2023/10/11 by Siru Ouyang, Ouyang, Siru, Jiaxin Huang +9 · 1 citation
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Biomedical Text Mining and Ontologies
- FGBench: A Dataset and Benchmark for Molecular Property Reasoning at Functional Group-Level in Large Language Models
2025/08/01 by Xuan Liu, Liu, Xuan, Siru Ouyang +7 · 2 citations
Materials Science · Computer Science · #Machine Learning in Materials Science #Computational Drug Discovery Methods #Advanced Graph Neural Networks
- Filesystem-Based Memory for LLM Agents: Organization, Evolution, and Sustainability
2026/07/29 by Sizhe Zhou, Sheldon Yu, Hui Wei +8
Computer Science · #cs.AI #cs.CL