Zobrazeno 1 - 10
of 95
pro vyhledávání: '"Guo, Qingyu"'
Vision Transformer (ViT) acceleration with field programmable gate array (FPGA) is promising but challenging. Existing FPGA-based ViT accelerators mainly rely on temporal architectures, which process different operators by reusing the same hardware b
Externí odkaz:
http://arxiv.org/abs/2407.17879
Discussing research-sensemaking questions on Community Question and Answering (CQA) platforms has been an increasingly common practice for the public to participate in science communication. Nonetheless, how users strategically craft research-sensema
Externí odkaz:
http://arxiv.org/abs/2311.10975
Publikováno v:
In The Saudi Dental Journal June 2024 36(6):821-829
Neural networks are very popular in many areas, but great computing complexity makes it hard to run neural networks on devices with limited resources. To address this problem, quantization methods are used to reduce model size and computation cost, m
Externí odkaz:
http://arxiv.org/abs/2106.00127
Online recommendation services recommend multiple commodities to users. Nowadays, a considerable proportion of users visit e-commerce platforms by mobile devices. Due to the limited screen size of mobile devices, positions of items have a significant
Externí odkaz:
http://arxiv.org/abs/2008.09368
To solve the information explosion problem and enhance user experience in various online applications, recommender systems have been developed to model users preferences. Although numerous efforts have been made toward more personalized recommendatio
Externí odkaz:
http://arxiv.org/abs/2003.00911
In Stackelberg security games when information about the attacker's payoffs is uncertain, algorithms have been proposed to learn the optimal defender commitment by interacting with the attacker and observing their best responses. In this paper, we sh
Externí odkaz:
http://arxiv.org/abs/1905.11759
Autor:
Gan, Jiarui, Xu, Haifeng, Guo, Qingyu, Tran-Thanh, Long, Rabinovich, Zinovi, Wooldridge, Michael
Information uncertainty is one of the major challenges facing applications of game theory. In the context of Stackelberg games, various approaches have been proposed to deal with the leader's incomplete knowledge about the follower's payoffs, typical
Externí odkaz:
http://arxiv.org/abs/1903.02917
How to better utilize sequential information has been extensively studied in the setting of recommender systems. To this end, architectural inductive biases such as Markov-Chains, Recurrent models, Convolutional networks and many others have demonstr
Externí odkaz:
http://arxiv.org/abs/1902.09849
Strong Stackelberg equilibrium (SSE) is the standard solution concept of Stackelberg security games. As opposed to the weak Stackelberg equilibrium (WSE), the SSE assumes that the follower breaks ties in favor of the leader and this is widely acknowl
Externí odkaz:
http://arxiv.org/abs/1811.03823