Jiayu Liu
- Real or Robotic? Assessing Whether LLMs Accurately Simulate Qualities of Human Responses in Dialogue
2024/09/12 by Jonathan Ivey, Shivani Kumar, Ivey, Jonathan +27 · 1 voice · 6 citations
#cs.CL #cs.CY #cs.HC
- Test-Time Training Can Close the Natural Distribution Shift Performance Gap in Deep Learning Based Compressed Sensing
2022/04/14 by Mohammad Zalbagi Darestani, Jiayu Liu, Darestani, Mohammad Zalbagi +3 · 3 citations
Engineering · Medicine · Physics and Astronomy · #Advanced MRI Techniques and Applications #Atomic and Subatomic Physics Research #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
- Step-3 is Large yet Affordable: Model-system Co-design for Cost-effective Decoding
2025/07/25 by StepFun, :, Bin Wang +284 · 18 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Monotonic Risk Relationships under Distribution Shifts for Regularized Risk Minimization
2022/10/20 by Daniel LeJeune, LeJeune, Daniel, Jiayu Liu +3 · 1 citation
Engineering · Mathematics · #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference
- What Makes In-context Learning Effective for Mathematical Reasoning: A Theoretical Analysis
2024/12/11 by Jiayu Liu, Zhenya Huang, Liu, Jiayu +9 · 3 citations
Mathematics · Social Sciences · #Mathematics Education and Pedagogy #Mathematics Education and Teaching Techniques #Cognitive and developmental aspects of mathematical skills
- Revisiting Epistemic Markers in Confidence Estimation: Can Markers Accurately Reflect Large Language Models' Uncertainty?
2025/05/30 by Jiayu Liu, Qing Zong, Liu, Jiayu +5 · 6 citations
Computer Science · Medicine · Social Sciences · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Topic Modeling
- Bit-mask Robust Contrastive Knowledge Distillation for Unsupervised Semantic Hashing
2024/03/10 by Liyang He, He, Liyang, Zhenya Huang +11 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Learning to Solve Geometry Problems via Simulating Human Dual-Reasoning Process
2024/05/10 by Tong Xiao, Xiao, Tong, Jiayu Liu +11 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
- MathCoPilot: An Interactive System for Human-AI Symbiotic Paradigm of Mathematical Research
2026/07/16 by Junjie Zhang, Jiayu Liu, Wenbin Liu +11
#cs.AI