Scaling User Modeling: Large-scale Online User Representations for Ads Personalization in Meta

Kavli Affiliate: Yi Zhou | First 5 Authors: Wei Zhang, Dai Li, Chen Liang, Fang Zhou, Zhongke Zhang | Summary: Effective user representations are pivotal in personalized advertising. However, stringent constraints on training throughput, serving latency, and memory, often limit the complexity and input feature set of online ads ranking models. This challenge is magnified […]


Continue.. Scaling User Modeling: Large-scale Online User Representations for Ads Personalization in Meta

Scaling User Modeling: Large-scale Online User Representations for Ads Personalization in Meta

Kavli Affiliate: Yi Zhou | First 5 Authors: Wei Zhang, Dai Li, Chen Liang, Fang Zhou, Zhongke Zhang | Summary: Effective user representations are pivotal in personalized advertising. However, stringent constraints on training throughput, serving latency, and memory, often limit the complexity and input feature set of online ads ranking models. This challenge is magnified […]


Continue.. Scaling User Modeling: Large-scale Online User Representations for Ads Personalization in Meta

Ultrafast 3-D Super Resolution Ultrasound using Row-Column Array specific Coherence-based Beamforming and Rolling Acoustic Sub-aperture Processing: In Vitro, In Vivo and Clinical Study

Kavli Affiliate: Biao Huang | First 5 Authors: Joseph Hansen-Shearer, Jipeng Yan, Marcelo Lerendegui, Biao Huang, Matthieu Toulemonde | Summary: The row-column addressed array is an emerging probe for ultrafast 3-D ultrasound imaging. It achieves this with far fewer independent electronic channels and a wider field of view than traditional 2-D matrix arrays, of the […]


Continue.. Ultrafast 3-D Super Resolution Ultrasound using Row-Column Array specific Coherence-based Beamforming and Rolling Acoustic Sub-aperture Processing: In Vitro, In Vivo and Clinical Study

On the Road with GPT-4V(ision): Early Explorations of Visual-Language Model on Autonomous Driving

Kavli Affiliate: Zheng Zhu | First 5 Authors: Licheng Wen, Xuemeng Yang, Daocheng Fu, Xiaofeng Wang, Pinlong Cai | Summary: The pursuit of autonomous driving technology hinges on the sophisticated integration of perception, decision-making, and control systems. Traditional approaches, both data-driven and rule-based, have been hindered by their inability to grasp the nuance of complex […]


Continue.. On the Road with GPT-4V(ision): Early Explorations of Visual-Language Model on Autonomous Driving

On the Road with GPT-4V(ision): Early Explorations of Visual-Language Model on Autonomous Driving

Kavli Affiliate: Zheng Zhu | First 5 Authors: Licheng Wen, Xuemeng Yang, Daocheng Fu, Xiaofeng Wang, Pinlong Cai | Summary: The pursuit of autonomous driving technology hinges on the sophisticated integration of perception, decision-making, and control systems. Traditional approaches, both data-driven and rule-based, have been hindered by their inability to grasp the nuance of complex […]


Continue.. On the Road with GPT-4V(ision): Early Explorations of Visual-Language Model on Autonomous Driving

Conic10K: A Challenging Math Problem Understanding and Reasoning Dataset

Kavli Affiliate: Yi Zhou | First 5 Authors: Haoyi Wu, Wenyang Hui, Yezeng Chen, Weiqi Wu, Kewei Tu | Summary: Mathematical understanding and reasoning are crucial tasks for assessing the capabilities of artificial intelligence (AI). However, existing benchmarks either require just a few steps of reasoning, or only contain a small amount of data in […]


Continue.. Conic10K: A Challenging Math Problem Understanding and Reasoning Dataset

A variational Monte Carlo approach to the SU(4) spin-orbital model on the triangular lattice

Kavli Affiliate: Yi Zhou | First 5 Authors: Chun Zhang, Hui-Ke Jin, Yi Zhou, , | Summary: Previous investigations have suggested that the simplest spin-orbital model on the simplest frustrated lattice can host a nematic quantum spin-orbital liquid state. Namely, the orbital degeneracy of the SU(4) Kugel-Khomskii (KK) model tends to enhance quantum fluctuations and […]


Continue.. A variational Monte Carlo approach to the SU(4) spin-orbital model on the triangular lattice

Topological spin-orbit-coupled fermions beyond rotating wave approximation

Kavli Affiliate: Long Zhang | First 5 Authors: Han Zhang, Wen-Wei Wang, Chang Qiao, Long Zhang, Ming-Cheng Liang | Summary: The realization of spin-orbit-coupled ultracold gases has driven a wide range of researches and is typically based on the rotating wave approximation (RWA). By neglecting the counter-rotating terms, RWA characterizes a single near-resonant spin-orbit (SO) […]


Continue.. Topological spin-orbit-coupled fermions beyond rotating wave approximation

Local wellposedness for the quasilinear Schrödinger equations via the generalized energy method

Kavli Affiliate: Yi Zhou | First 5 Authors: Jie Shao, Yi Zhou, , , | Summary: We study the global Cauchy problem of the quasilinear Schr"odinger equations, for which KENIG et al. (Invent Math, 2004; Adv Math, 2006) obtained short time local wellposedness with large data by pseudo-differential techniques and viscosity methods, while MARZUOLA et […]


Continue.. Local wellposedness for the quasilinear Schrödinger equations via the generalized energy method

Multifield tunable valley splitting in two-dimensional MXene Cr$_2$COOH

Kavli Affiliate: Cheng Peng | First 5 Authors: Ping Li, Chao Wu, Cheng Peng, Mutian Yang, Wei Xun | Summary: Manipulation of the valley degree of freedom provides a novel paradigm in quantum information technology. Here, through first-principles calculations and model analysis, we demonstrate that monolayer Cr$_2$COOH MXene is a promising candidate material for valleytronics […]


Continue.. Multifield tunable valley splitting in two-dimensional MXene Cr$_2$COOH