Cai, Kaitong
- CF-VLM:CounterFactual Vision-Language Fine-tuning
2025/06/10 by Zhang, Jusheng, Cai, Kaitong, Fan, Yijia +2 · 35 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Kolmogorov-Arnold Fourier Networks
2025/02/09 by Jusheng Zhang, Zhang, Jusheng, Yutong Fan +6 · 8 citations
Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Quantum Mechanics and Applications #Statistical Mechanics and Entropy
- DrDiff: Dynamic Routing Diffusion with Hierarchical Attention for Breaking the Efficiency-Quality Trade-off
2025/09/02 by Zhang, Jusheng, Fan, Yijia, Cai, Kaitong +5 · 24 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- OSC: Cognitive Orchestration through Dynamic Knowledge Alignment in Multi-Agent LLM Collaboration
2025/09/05 by Zhang, Jusheng, Yutong Fan, Kaitong Cai +6 · 14 citations
Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #FOS: Computer and information sciences #Semantic Web and Ontologies
- MAT-Agent: Adaptive Multi-Agent Training Optimization
2025/10/10 by J. Zhang, Zhang, Jusheng, Kaitong Cai +7 · 22 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Failure-Driven Workflow Refinement
2025/10/11 by Zhang, Jusheng, Cai, Kaitong, Zeng, Qinglin +4 · 10 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Top-Down Semantic Refinement for Image Captioning
2025/10/25 by Zhang, Jusheng, Cai, Kaitong, Yang, Jing +3 · 9 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Learning Dynamics of VLM Finetuning
2025/10/13 by J. Q. Zhang, Zhang, Jusheng, Kaitong Cai +5 · 11 citations
Computer Science · #Neural Networks and Applications
- RaCoT: Plug-and-Play Contrastive Example Generation Mechanism for Enhanced LLM Reasoning Reliability
2025/10/26 by Cai, Kaitong, Zhang, Jusheng, Fan, Yijia +2 · 9 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- 3DAlign-DAER: Dynamic Attention Policy and Efficient Retrieval Strategy for Fine-grained 3D-Text Alignment at Scale
2025/11/17 by Fan, Yijia, Zhang, Jusheng, Cai, Kaitong +3 · 11 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Backward-Friendly Optimization: Training Large Language Models with Approximate Gradients under Memory Constraints
2025/10/26 by Yang, Jing, Cai, Kaitong, Fan, Yijia +2 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- STORM: Search-Guided Generative World Models for Robotic Manipulation
2025/12/20 by Wenjun Lin, Lin, Wenjun, Jensen Zhang +5 · 4 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Robotics (cs.RO)
- Cost-Effective Communication: An Auction-based Method for Language Agent Interaction
2025/11/17 by Fan, Yijia, Zhang, Jusheng, Cai, Kaitong +4 · 8 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences