Ouyang, Siru
- 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, Jiang, Minhao, Ken Ziyu Liu +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
- Instruct and Extract: Instruction Tuning for On-Demand Information Extraction
2023/10/24 by Jiao, Yizhu, Zhong, Ming, Li, Sha +4 · 8 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- ChemAgent: Self-updating Library in Large Language Models Improves Chemical Reasoning
2025/01/11 by Tang, Xiangru, Hu, Tianyu, Ye, Muyang +9 · 12 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory
2025/09/29 by Ouyang, Siru, Yan, Jun, Hsu, I-Hung +14 · 17 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- A Survey on Retrieval And Structuring Augmented Generation with Large Language Models
2025/09/12 by Pengcheng Jiang, Jiang, Pengcheng, Siru Ouyang +9 · 3 voices · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
- The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions
2023/10/19 by Ouyang, Siru, Wang, Shuohang, Liu, Yang +7 · 5 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Structured Chemistry Reasoning with Large Language Models
2023/11/16 by Siru Ouyang, Ouyang, Siru, Zhuosheng Zhang +10 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
- 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
- ParallelSpec: Parallel Drafter for Efficient Speculative Decoding
2024/10/08 by Xiao, Zilin, Zhang, Hongming, Ge, Tao +3 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Benchmarking Retrieval-Augmented Generation for Chemistry
2025/05/12 by Xianrui Zhong, Zhong, Xianrui, Bowen Jin +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
- RAST: Reasoning Activation in LLMs via Small-model Transfer
2025/05/30 by Ouyang, Siru, Zhu, Xinyu, Xiao, Zilin +3 · 3 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Explainable Artificial Intelligence (XAI)
- ProxyThinker: Test-Time Guidance through Small Visual Reasoners
2025/05/30 by Zilin Xiao, Xiao, Zilin, Jaywon Koo +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, Fang, Yin, Qiao Jin +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)
- Leopard: A Vision Language Model For Text-Rich Multi-Image Tasks
2024/10/02 by Jia, Mengzhao, Yu, Wenhao, Ma, Kaixin +6 · 1 citation
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Ontology Enrichment for Effective Fine-grained Entity Typing
2023/10/11 by Siru Ouyang, Jiaxin Huang, Ouyang, Siru +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