Zobrazeno 1 - 10
of 148 008
pro vyhledávání: '"ZHANG, WEI"'
Autor:
Zhang, Wei
Reward shaping is a critical component in reinforcement learning (RL), particularly for complex tasks where sparse rewards can hinder learning. While shaping rewards have been introduced to provide additional guidance, selecting effective shaping fun
Externí odkaz:
http://arxiv.org/abs/2410.13837
The ability to promptly respond to environmental changes is crucial for the perception system of autonomous driving. Recently, a new task called streaming perception was proposed. It jointly evaluate the latency and accuracy into a single metric for
Externí odkaz:
http://arxiv.org/abs/2410.12394
The Age of Information (AoI) has recently gained recognition as a critical quality-of-service (QoS) metric for quantifying the freshness of status updates, playing a crucial role in supporting massive ultra-reliable and low-latency communications (mU
Externí odkaz:
http://arxiv.org/abs/2410.12384
Autor:
Zheng, Liangwei Nathan, Dong, Chang George, Zhang, Wei Emma, Yue, Lin, Xu, Miao, Maennel, Olaf, Chen, Weitong
Large Language Models have demonstrated impressive performance in many pivotal web applications such as sensor data analysis. However, since LLMs are not designed for time series tasks, simpler models like linear regressions can often achieve compara
Externí odkaz:
http://arxiv.org/abs/2410.12326
Autor:
Zheng, Liangwei Nathan, Li, Zhengyang, Dong, Chang George, Zhang, Wei Emma, Yue, Lin, Xu, Miao, Maennel, Olaf, Chen, Weitong
Irregular Time Series Data (IRTS) has shown increasing prevalence in real-world applications. We observed that IRTS can be divided into two specialized types: Natural Irregular Time Series (NIRTS) and Accidental Irregular Time Series (AIRTS). Various
Externí odkaz:
http://arxiv.org/abs/2410.12257
Autor:
Zheng, Liangwei Nathan, Dong, Chang George, Zhang, Wei Emma, Chen, Xin, Yue, Lin, Chen, Weitong
Drug-drug interaction (DDI) identification is a crucial aspect of pharmacology research. There are many DDI types (hundreds), and they are not evenly distributed with equal chance to occur. Some of the rarely occurred DDI types are often high risk an
Externí odkaz:
http://arxiv.org/abs/2410.12249
Autor:
Wang, Wenyan, Wang, Lingfei, Liu, Xinyou, Tsang, Chun Wai, Wang, Zheyu, Poon, Tsz Fung, Wang, Shanmin, Lai, Kwing To, Zhang, Wei, Tallon, Jeffery L., Goh, Swee K.
Developing strategies to systematically increase the critical current, the threshold current below which the superconductivity exists, is an important goal of materials science. Here, the concept of quantum phase transition is employed to enhance the
Externí odkaz:
http://arxiv.org/abs/2410.12587
The advent of massive ultra-reliable and low-latency communications (mURLLC) has introduced a critical class of time- and reliability-sensitive services within next-generation wireless networks. This shift has attracted significant research attention
Externí odkaz:
http://arxiv.org/abs/2410.11319