Shiyang Li

1. TabFact: A Large-scale Dataset for Table-based Fact Verification
   2019/09/05 by Wenhu Chen, Hongmin Wang, Chen, Wenhu +13 · 51 citations
   Computer Science · #Advanced Text Analysis Techniques #Topic Modeling #Time Series Analysis and Forecasting
2. Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting
   2019/06/29 by Shiyang Li, Li, Shiyang, Xiaoyong Jin +11 · 31 citations
   Computer Science · Decision Sciences · #Advanced Text Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
3. ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering
   2022/10/07 by Zhiyu Chen, Shiyang Li, Chen, Zhiyu +9 · 33 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
4. AlpaGasus: Training A Better Alpaca with Fewer Data
   2023/07/17 by Lichang Chen, Shiyang Li, Chen, Lichang +19 · 30 citations
   Computer Science · #Video Analysis and Summarization
5. Backdooring Instruction-Tuned Large Language Models with Virtual Prompt Injection
   2023/07/31 by Jun Yan, Yan, Jun, Vikas Yadav +15 · 29 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Topic Modeling #Ferroelectric and Negative Capacitance Devices
6. Time Series as Images: Vision Transformer for Irregularly Sampled Time Series
   2023/03/01 by Zekun Li, Li, Zekun, Shiyang Li +3 · 14 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Non-Invasive Vital Sign Monitoring #Time Series Analysis and Forecasting
7. Explanations from Large Language Models Make Small Reasoners Better
   2022/10/13 by Shiyang Li, Li, Shiyang, Jianshu Chen +21 · 9 citations
   Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Natural Language Processing Techniques
8. Graph Reasoning for Question Answering with Triplet Retrieval
   2023/05/30 by Shiyang Li, Li, Shiyang, Yifan Gao +13 · 7 citations
   Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
9. Inductive or Deductive? Rethinking the Fundamental Reasoning Abilities of LLMs
   2024/07/31 by Kewei Cheng, Cheng, Kewei, Jingfeng Yang +21 · 3 voices · 5 citations
   #cs.AI
10. Limitations of Language Models in Arithmetic and Symbolic Induction
    2022/08/09 by Qian Jing, Qian, Jing, Hong Wang +7 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
11. Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting
    2023/05/22 by Xinlu Zhang, Shiyang Li, Zhang, Xinlu +8 · 3 citations
    Computer Science · #Machine Learning in Healthcare
12. RNR: Teaching Large Language Models to Follow Roles and Rules
    2024/09/10 by Kuan Wang, Wang, Kuan, Alexander Bukharin +20 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Natural Language Processing Techniques #Topic Modeling
13. CudaForge: An Agent Framework with Hardware Feedback for CUDA Kernel Optimization
    2025/10/23 by Zijian Zhang, Zhang, Zijian, Rong Wang +8 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
14. Electrospinning and electrospun nanofibers: From academic research to industrial production
    2025/04/24 by Ce Wang, Wei Wang, Hongxu Qi +62 · 1 citation
    Engineering · Materials Science · #Advanced Sensor and Energy Harvesting Materials #Conducting polymers and applications #Electrospun Nanofibers in Biomedical Applications