Xiao Ding
- On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey
2024/06/14 by Lin Long, Rui Wang, Long, Lin +11 · 51 citations
Decision Sciences · #Scientific Computing and Data Management
- AlphaFold Accelerates Artificial Intelligence Powered Drug Discovery: Efficient Discovery of a Novel Cyclin-dependent Kinase 20 (CDK20) Small Molecule Inhibitor
2022/01/21 by Feng Ren, Xiao Ding, Ren, Feng +44 · 1 voice
Biochemistry, Genetics and Molecular Biology · Materials Science · Computer Science · #Genetics, Bioinformatics, and Biomedical Research #Machine Learning in Materials Science #Computational Drug Discovery Methods
- e-CARE: a New Dataset for Exploring Explainable Causal Reasoning
2022/05/12 by Li Du, Xiao Ding, Du, Li +7 · 5 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 #Topic Modeling
- Deciphering the Impact of Pretraining Data on Large Language Models through Machine Unlearning
2024/02/18 by Yang Zhao, Zhao, Yang, Li Du +13 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- A General Framework for Content-enhanced Network Representation Learning
2016/10/10 by Xiaofei Sun, Sun, Xiaofei, Jiang Guo +5 · 3 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Topic Modeling #Complex Network Analysis Techniques
- Give Us the Facts: Enhancing Large Language Models with Knowledge Graphs for Fact-aware Language Modeling
2023/06/20 by Linyao Yang, Yang, Linyao, Hongyang Chen +7 · 2 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Quantum Computing-Enhanced Algorithm Unveils Novel Inhibitors for KRAS
2024/02/13 by Mohammad Ghazi Vakili, Vakili, Mohammad Ghazi, Christoph Gorgulla +41 · 2 citations
Biochemistry, Genetics and Molecular Biology · #Electron Spin Resonance Studies
- Self-Route: Automatic Mode Switching via Capability Estimation for Efficient Reasoning
2025/05/27 by Yang He, He, Yang, Xiao Ding +12 · 5 citations
Computer Science · #Fuzzy Logic and Control Systems
- Quantum-computing-enhanced algorithm unveils potential KRAS inhibitors
2025/01/22 by Mohammad Ghazi Vakili, Christoph Gorgulla, Jamie Snider +22 · 1 voice · 2 citations
Computer Science · #Computational Drug Discovery Methods
- Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection
2025/02/16 by Zhao Yang, Li Du, Zhao, Yang +21 · 2 citations
Computer Science · #Computation and Language (cs.CL) #Educational Technology and Assessment #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics
- Self-Evolving GPT: A Lifelong Autonomous Experiential Learner
2024/07/12 by Jinglong Gao, Gao, Jinglong, Xiao Ding +11 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
- iTool: Reinforced Fine-Tuning with Dynamic Deficiency Calibration for Advanced Tool Use
2025/01/15 by Yirong Zeng, Xiao Ding, Zeng, Yirong +15 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling