Zobrazeno 1 - 10
of 1 525
pro vyhledávání: '"Li Yu-feng"'
Publikováno v:
Frontiers of Computer Science, 2025:19(8)
Semi-supervised learning (SSL) aims to improve performance by exploiting unlabeled data when labels are scarce. Conventional SSL studies typically assume close environments where important factors (e.g., label, feature, distribution) between labeled
Externí odkaz:
http://arxiv.org/abs/2412.18256
Autor:
Shao, Jie-Jing, Yang, Xiao-Wen, Zhang, Bo-Wen, Chen, Baizhi, Wei, Wen-Da, Cai, Guohao, Dong, Zhenhua, Guo, Lan-Zhe, Li, Yu-feng
Recent advances in LLMs, particularly in language reasoning and tool integration, have rapidly sparked the real-world development of Language Agents. Among these, travel planning represents a prominent domain, combining academic challenges with pract
Externí odkaz:
http://arxiv.org/abs/2412.13682
Deep generative models have achieved promising results in image generation, and various generative model hubs, e.g., Hugging Face and Civitai, have been developed that enable model developers to upload models and users to download models. However, th
Externí odkaz:
http://arxiv.org/abs/2412.12232
Tabular data plays a vital role in various real-world scenarios and finds extensive applications. Although recent deep tabular models have shown remarkable success, they still struggle to handle data distribution shifts, leading to performance degrad
Externí odkaz:
http://arxiv.org/abs/2412.10871
Autor:
Li, Yu-Feng, Xin, Zhao
The energy spectrum of geo-neutrinos plays a vital role in the experimental measurement of geo-neutrinos that have profound implications for both particle physics and earth sciences. In this letter, we present a state-of-the-art calculation of the en
Externí odkaz:
http://arxiv.org/abs/2412.07711
Autor:
Li, Zenan, Zhou, Zhi, Yao, Yuan, Li, Yu-Feng, Cao, Chun, Yang, Fan, Zhang, Xian, Ma, Xiaoxing
A critical question about Large Language Models (LLMs) is whether their apparent deficiency in mathematical reasoning is inherent, or merely a result of insufficient exposure to high-quality mathematical data. To explore this, we developed an automat
Externí odkaz:
http://arxiv.org/abs/2412.04857
It is a fundamental question why quantum mechanics employs complex numbers rather than solely real numbers. In this letter, we conduct the first analysis of imaginarity quantification in neutrino flavor and spin-flavor oscillations. As quantum system
Externí odkaz:
http://arxiv.org/abs/2412.01871
Recent learning-to-imitation methods have shown promising results in planning via imitating within the observation-action space. However, their ability in open environments remains constrained, particularly in long-horizon tasks. In contrast, traditi
Externí odkaz:
http://arxiv.org/abs/2411.18201
Neutrinos are neutral in the Standard Model, but they have tiny charge radii generated by radiative corrections. In theories Beyond the Standard Model, neutrinos can also have magnetic and electric moments and small electric charges (millicharges). W
Externí odkaz:
http://arxiv.org/abs/2411.03122
The development of large language models (LLMs) has significantly enhanced the capabilities of multimodal LLMs (MLLMs) as general assistants. However, lack of user-specific knowledge still restricts their application in human's daily life. In this pa
Externí odkaz:
http://arxiv.org/abs/2410.13360