no code implementations • 19 Dec 2023 • Hui Wu, Yi Gan, Feng Yuan, Jing Ma, Wei Zhu, Yutao Xu, Hong Zhu, Yuhua Zhu, Xiaoli Liu, Jinghui Gu
A customized Scaled-Dot-Product-Attention kernel is designed to match our fusion policy based on the segment KV cache solution.
no code implementations • 16 Feb 2021 • John Arrington, Reynier Cruz-Torres, Winston DeGraw, Xin Dong, Leo Greiner, Samuel Heppelmann, Barbara Jacak, Yuanjing Ji, Matthew Kelsey, Spencer R. Klein, Yue Shi Lai, Grazyna Odyniec, Sooraj Radhakrishnan, Ernst Sichtermann, Youqi Son, Fernando Torales Acosta, Lei Xia, Nu Xu, Feng Yuan, Yuxiang Zhao
The proposed electron-ion collider has a rich physics program to study the internal structure of protons and heavy nuclei.
Nuclear Experiment Nuclear Theory
no code implementations • 5 Feb 2021 • Hai Yang, Feng Yuan, Ye-Fei Yuan, Christopher J. White
One interesting finding, among others, is that even in the case of very rapidly spinning black hole where the jet is supposed to be the strongest, the momentum flux of jet is smaller than that of wind, while the total energy flux of jet is larger than that of wind by at most a factor of 10.
High Energy Astrophysical Phenomena
no code implementations • 7 Oct 2020 • Jing Dou, Yingjie Peng, Alvio Renzini, Luis C. Ho, Filippo Mannucci, Emanuele Daddi, Yu Gao, Roberto Maiolino, Chengpeng Zhang, Qiusheng Gu, Di Li, Simon J. Lilly, Feng Yuan
We show the integrated $M_{\rm H_2}$-SFR, SFR-$M_*$ and $M_{\rm H_2}$-$M_*$ relation can be simply transformed from the $\mu$-sSFR, SFE-$\mu$ and SFE-sSFR relation, respectively.
Astrophysics of Galaxies
1 code implementation • 7 Jul 2020 • Manqing Dong, Feng Yuan, Lina Yao, Xiwei Xu, Liming Zhu
However, most meta-learning based recommendation approaches adopt model-agnostic meta-learning for parameter initialization, where the global sharing parameter may lead the model into local optima for some users.
no code implementations • 8 Apr 2020 • Manqing Dong, Feng Yuan, Lina Yao, Xianzhi Wang, Xiwei Xu, Liming Zhu
A significant remaining challenge for existing recommender systems is that users may not trust the recommender systems for either lack of explanation or inaccurate recommendation results.
no code implementations • 23 Dec 2019 • Zhaoqing Pan, Feng Yuan, Jianjun Lei, Sam Kwong
Under the limited storage, computing and network bandwidth resources, the video compression coding technology plays an important role for visual communication.
1 code implementation • 26 May 2019 • Feng Yuan, Lina Yao, Boualem Benatallah
Cross-domain recommendation has long been one of the major topics in recommender systems.
1 code implementation • 7 May 2019 • Xiang Zhang, Lina Yao, Feng Yuan
However, the latent code learned by the traditional VAE is not exclusive (repeatable) for a specific input sample, which prevents it from excellent classification performance.
no code implementations • 16 Aug 2018 • Feng Yuan, Lina Yao, Boualem Benatallah
In this work, to address the above issue, we propose a general adversial training framework for neural network-based recommendation models, which improves both the model robustness and the overall performance.
1 code implementation • 15 Mar 2017 • Soumyabrata Dev, Shilpa Manandhar, Feng Yuan, Yee Hui Lee, Stefan Winkler
weather reporting, climate forecasting, and solar energy generation.