Zobrazeno 1 - 10
of 4 581
pro vyhledávání: '"PENG, Jie"'
Graphs are an intuitive way to represent relationships between variables in fields such as finance and neuroscience. However, these graphs often need to be inferred from data. In this paper, we propose a novel framework to infer a latent graph by tre
Externí odkaz:
http://arxiv.org/abs/2410.18445
Autor:
Peng, Jie, Cao, Zhang, Qu, Huaizhi, Zhang, Zhengyu, Guo, Chang, Zhang, Yanyong, Cao, Zhichao, Chen, Tianlong
Although Large Language Models (LLMs) have demonstrated remarkable capabilities, their massive parameter counts and associated extensive computing make LLMs' deployment the main part of carbon emission from nowadays AI applications. Compared to moder
Externí odkaz:
http://arxiv.org/abs/2410.14740
Autor:
Yun, Sukwon, Choi, Inyoung, Peng, Jie, Wu, Yangfan, Bao, Jingxuan, Zhang, Qiyiwen, Xin, Jiayi, Long, Qi, Chen, Tianlong
Multimodal learning has gained increasing importance across various fields, offering the ability to integrate data from diverse sources such as images, text, and personalized records, which are frequently observed in medical domains. However, in scen
Externí odkaz:
http://arxiv.org/abs/2410.08245
Autor:
Li, Pingzhi, Yadav, Prateek, Yoon, Jaehong, Peng, Jie, Sung, Yi-Lin, Bansal, Mohit, Chen, Tianlong
The availability of performant pre-trained models has led to a proliferation of fine-tuned expert models that are specialized to particular domains. This has enabled the creation of powerful and adaptive routing-based "Model MoErging" methods with th
Externí odkaz:
http://arxiv.org/abs/2410.07172
Finding Minimum Energy Configurations (MECs) is essential in fields such as physics, chemistry, and materials science, as they represent the most stable states of the systems. In particular, identifying such MECs in multi-component alloys considered
Externí odkaz:
http://arxiv.org/abs/2410.05604
Autor:
Tan, Chao-Yang, Gao, Ze-Feng, Yang, Huan-Cheng, Liu, Zheng-Xin, Liu, Kai, Guo, Peng-Jie, Lu, Zhong-Yi
The time-reversal symmetry is thought to be a necessary condition for realizing valley Hall effect. If the time-reversal symmetry is broken, whether the valley Hall effect can be realized has not been explored. In this letter, based on symmetry analy
Externí odkaz:
http://arxiv.org/abs/2410.00073
The integration of large language models (LLMs) with robotics has significantly advanced robots' abilities in perception, cognition, and task planning. The use of natural language interfaces offers a unified approach for expressing the capability dif
Externí odkaz:
http://arxiv.org/abs/2409.16030
Symmetry protected topology has been studied extensively in the past twenty years, but the topology protected by spin symmetry has just begun to be studied. In this work, based on spin symmetry analysis, we propose that a class of Weyl nodal line sem
Externí odkaz:
http://arxiv.org/abs/2409.12829
The discovery of new superconducting materials, particularly those exhibiting high critical temperature ($T_c$), has been a vibrant area of study within the field of condensed matter physics. Conventional approaches primarily rely on physical intuiti
Externí odkaz:
http://arxiv.org/abs/2409.08065