Deqing Fu
- Pre-trained Large Language Models Use Fourier Features to Compute Addition
2024/06/05 by Tianyi Zhou, Zhou, Tianyi, Deqing Fu +5 · 11 voices · 11 citations
#cs.LG #cs.CL
- Convergent Evolution: How Different Language Models Learn Similar Number Representations
2026/04/22 by Deqing Fu, Tianyi Zhou, Mikhail Belkin +2 · 12 voices · 1 citation
#cs.CL #cs.AI #cs.LG
- Transformers Learn to Achieve Second-Order Convergence Rates for In-Context Linear Regression
2023/10/26 by Deqing Fu, Fu, Deqing, Tian-Qi Chen +5 · 11 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Sparse and Compressive Sensing Techniques
- Resa: Transparent Reasoning Models via SAEs
2025/06/11 by Shangshang Wang, Julian Asilis, Wang, Shangshang +11 · 4 voices · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Zebra-CoT: A Dataset for Interleaved Vision Language Reasoning
2025/07/22 by Ang Li, Charles C.N. Wang, Charles Wang +23 · 1 voice · 14 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #cs.CL #cs.CV #cs.LG
- DeLLMa: Decision Making Under Uncertainty with Large Language Models
2024/02/04 by Ollie Liu, Deqing Fu, Liu, Ollie +5 · 5 citations
Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
- TLDR: Token-Level Detective Reward Model for Large Vision Language Models
2024/10/07 by Deqing Fu, Fu, Deqing, Tong Xiao +13 · 1 voice · 3 citations
#cs.LG #cs.CL #cs.CV
- FoNE: Precise Single-Token Number Embeddings via Fourier Features
2025/02/13 by Tianyi Zhou, Deqing Fu, Zhou, Tianyi +7 · 2 citations
Computer Science · #Handwritten Text Recognition Techniques #Chaos-based Image/Signal Encryption #Algorithms and Data Compression
- Token-Level Off-Policy Learning for Faithful Generation Under Distribution Shift
2026/07/20 by Zitong Huang, Gustavo Lucas Carvalho, Deqing Fu +1
#cs.CL #cs.LG