Yuchen Ren
- Intruding with Words: Towards Understanding Graph Injection Attacks at the Text Level
2024/05/26 by Runlin Lei, Yuwei Hu, Lei, Runlin +5 · 3 citations
Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Research #Software Testing and Debugging Techniques
- Improving Integrated Gradient-based Transferable Adversarial Examples by Refining the Integration Path
2024/12/25 by Yuchen Ren, Ren, Yuchen, Zhengyu Zhao +11 · 3 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Electrostatic Discharge in Electronics #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis #Machine Learning (cs.LG)
- Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models
2024/12/26 by Haonan He, Yuchen Ren, He, Haonan +26 · 2 citations
Biochemistry, Genetics and Molecular Biology · #Bioinformatics and Genomic Networks #Biomedical Text Mining and Ontologies #Genetics, Bioinformatics, and Biomedical Research
- A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers
2025/08/28 by Mingjun Hu, Chenglong Ma, Hu, Ming +214 · 9 citations
Computer Science · Materials Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Topic Modeling
- Model Decides How to Tokenize: Adaptive DNA Sequence Tokenization with MxDNA
2024/12/18 by Lifeng Qiao, Ye Peng, Qiao, Lifeng +13 · 2 citations
Biochemistry, Genetics and Molecular Biology · #FOS: Biological sciences #FOS: Computer and information sciences #Genomics (q-bio.GN) #Genomics and Phylogenetic Studies #Machine Learning (cs.LG) #RNA and protein synthesis mechanisms
- KORE: Enhancing Knowledge Injection for Large Multimodal Models via Knowledge-Oriented Controls
2025/10/22 by Kailin Jiang, Hongbo Jiang, Jiang, Kailin +17 · 3 citations
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
- Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows
2025/12/18 by Wanghan Xu, Yuhao Zhou, Xu, Wanghan +214 · 1 voice · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · #Biomedical Text Mining and Ontologies #Scientific Computing and Data Management #Topic Modeling #cs.AI #cs.CL #cs.LG