6 papers
Personalized Image Generation for Recommendations Beyond Catalogs
Gabriel Patron, Zhiwei Xu, Ishan Kapnadak +1
Personalization is central to human-AI interaction, yet current diffusion-based image generation systems remain largely insensitive to user diversity. Existing attempts to address…
SLIM: Subtrajectory-Level Elimination for More Effective Reasoning
Xifeng Yao, Chengyuan Ma, Dongyu Lang +8
In recent months, substantial progress has been made in complex reasoning of Large Language Models, particularly through the application of test-time scaling. Notable examples incl…
DAA*: Deep Angular A Star for Image-based Path Planning
Zhiwei Xu
Path smoothness is often overlooked in path imitation learning from expert demonstrations. In this paper, we introduce a novel learning method, termed deep angular A* (DAA*), by in…
Large Language Model Guided Self-Debugging Code Generation
Muntasir Adnan, Zhiwei Xu, Carlos C. N. Kuhn
Automated code generation is gaining significant importance in intelligent computer programming and system deployment. However, current approaches often face challenges in computat…
Psychometric-Based Evaluation for Theorem Proving with Large Language Models
Jianyu Zhang, Yongwang Zhao, Long Zhang +4
Large language models (LLMs) for formal theorem proving have become a prominent research focus. At present, the proving ability of these LLMs is mainly evaluated through proof pass…
Unleashing Artificial Cognition: Integrating Multiple AI Systems
Muntasir Adnan, Buddhi Gamage, Zhiwei Xu +2
In this study, we present an innovative fusion of language models and query analysis techniques to unlock cognition in artificial intelligence. The introduced open-source AI system…