Zobrazeno 1 - 10
of 3 906
pro vyhledávání: '"Yang,Xinyu"'
Autor:
Yang, Xinyu, Leng, Jixuan, Guo, Geyang, Zhao, Jiawei, Nakada, Ryumei, Zhang, Linjun, Yao, Huaxiu, Chen, Beidi
Current PEFT methods for LLMs can achieve either high quality, efficient training, or scalable serving, but not all three simultaneously. To address this limitation, we investigate sparse fine-tuning and observe a remarkable improvement in generaliza
Externí odkaz:
http://arxiv.org/abs/2412.06289
Autor:
Ai, Qihang, Feng, Hanxiao, Yang, Xinyu, Tan, Mengxi, Xu, Xingyuan, Morandotti, Roberto, Su, Donglin, Moss, David J.
The simultaneous progress of integrated optical frequency comb (OFC) and radio frequency (RF) photonic signal processing technique have promoted the rapid development of real-time signal processing. Integrated optical frequency comb offer multiple wa
Externí odkaz:
http://arxiv.org/abs/2412.06236
The theory of evidence reasoning has been applied to collective decision-making in recent years. However, existing distributed evidence fusion methods lead to participants' preference leakage and fusion failures as they directly exchange raw evidence
Externí odkaz:
http://arxiv.org/abs/2412.02130
Autor:
Yang, Xinyu, Zhu, Xiaotian, Murray, Caitlin, Paryoonyong, Chawaphon, Xu, Xingyuan, Tan, Mengxi, Morandotti, Roberto, Little, Brent E., Moss, David J., Chu, Sai T., Corcoran, Bill, Su, Donglin
The deterministic generation of robust soliton comb has significant meaning for the optical frequency combs to be widely used in various applications. As a novel form of microcomb, Soliton crystal holds the advantages of easy generation, high convers
Externí odkaz:
http://arxiv.org/abs/2411.17069
Autor:
Ma, Tengfei, Lin, Xuan, Li, Tianle, Li, Chaoyi, Chen, Long, Zhou, Peng, Cai, Xibao, Yang, Xinyu, Zeng, Daojian, Cao, Dongsheng, Zeng, Xiangxiang
Large Language Models (LLMs) have recently demonstrated remarkable performance in general tasks across various fields. However, their effectiveness within specific domains such as drug development remains challenges. To solve these challenges, we int
Externí odkaz:
http://arxiv.org/abs/2410.11550
Recently, symbolic music generation has become a focus of numerous deep learning research. Structure as an important part of music, contributes to improving the quality of music, and an increasing number of works start to study the hierarchical struc
Externí odkaz:
http://arxiv.org/abs/2410.08626
Noncollinear ferrielectricity and hydrogen-induced ferromagnetic polar half-metallicity in MnO$_3$Cl
Publikováno v:
Physical Review B 110, 134113 (2024)
Collinear dipole orders such as ferroelectricity and antiferroelectricity have developed rapidly in last decades. While, the noncollinear dipole orders are rarely touched in solids. Noncollinear dipole orders can provide a route to realize ferrielect
Externí odkaz:
http://arxiv.org/abs/2410.03220
The exploration of language skills in language models (LMs) has always been one of the central goals in mechanistic interpretability. However, existing circuit analyses often fall short in representing the full functional scope of these models, prima
Externí odkaz:
http://arxiv.org/abs/2410.01334
The integration of data from diverse sensor modalities (e.g., camera and LiDAR) constitutes a prevalent methodology within the ambit of autonomous driving scenarios. Recent advancements in efficient point cloud transformers have underscored the effic
Externí odkaz:
http://arxiv.org/abs/2408.06832
Autor:
Hu, Guanyu, Kollias, Dimitrios, Papadopoulou, Eleni, Tzouveli, Paraskevi, Wei, Jie, Yang, Xinyu
Evaluating affect analysis methods presents challenges due to inconsistencies in database partitioning and evaluation protocols, leading to unfair and biased results. Previous studies claim continuous performance improvements, but our findings challe
Externí odkaz:
http://arxiv.org/abs/2408.02164