Binnan Zhuang

Nvidia (United Kingdom) — United Kingdom

Engineering · Physical Sciences

7h-index413citations19works0.52yr avg
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Research Topics

Advanced MIMO Systems Optimization(13), Advanced Wireless Network Optimization(11), Cooperative Communication and Network Coding(7), Wireless Communication Networks Research(5), Advanced Neural Network Applications(2)

Publications19 total

TrajFlow: Multi-modal Motion Prediction via Flow Matching
2025
TrajFlow: Multi-modal Motion Prediction via Flow Matching
arXiv (Cornell University)·2025Open Access
ProspectNet: Weighted Conditional Attention for Future Interaction Modeling in Behavior Prediction
arXiv (Cornell University)·2022· 2 citedOpen Access
Radar Camera Fusion via Representation Learning in Autonomous Driving
2021· 56 cited
Radar Camera Fusion via Representation Learning in Autonomous Driving
arXiv (Cornell University)·2021· 7 citedOpen Access
5D Video Stabilization through Sensor Vision Fusion
2019· 3 cited
Large-Scale Spectrum Allocation for Cellular Networks via Sparse Optimization
IEEE Transactions on Signal Processing·2018· 13 citedOpen Access
Scalable spectrum allocation for large networks based on sparse optimization
2017· 3 cited
Scalable Spectrum Allocation and User Association in Networks With Many Small Cells
IEEE Transactions on Communications·2017· 26 cited
Scalable Spectrum Allocation for Large Networks Based on Sparse Optimization
arXiv (Cornell University)·2017· 2 citedOpen Access
Scalable Spectrum Allocation and User Association in Networks with Many Small Cells
arXiv (Cornell University)·2017Open Access
Energy-Efficient Cell Activation, User Association, and Spectrum Allocation in Heterogeneous Networks
IEEE Journal on Selected Areas in Communications·2016· 130 cited
Energy-Efficient Cell Activation, User Association, and Spectrum Allocation in Heterogeneous Networks
arXiv (Cornell University)·2015Open Access
Traffic-Driven Spectrum Allocation in Heterogeneous Networks
IEEE Journal on Selected Areas in Communications·2015· 58 cited
Topology adaptation and interference management in dense heterogeneous networks
2015· 7 cited
Traffic driven resource allocation in heterogenous wireless networks
2014· 8 citedOpen Access
Traffic-Driven Spectrum Allocation in Heterogeneous Networks
arXiv (Cornell University)·2014· 2 citedOpen Access
Energy management of dense wireless heterogeneous networks over slow timescales
2012· 7 cited
Interference alignment in MIMO cellular networks
2011· 88 cited

Frequent Co-authors

Michael L. Honig(12), Dongning Guo(11), Ermin Wei(5), Langechuan Liu(4), Dong Xu(2), Yunxiang Mao(2), Qi Yan(2), Brian Zhang(2), Yutong Zhang(2), Daniel Yang(2), Joshua B. White(2), Jiachao Liu(2), Shaoshuai Shi(2), Renjie Liao(2), Randall Berry(1), Jialing Liu(1), Weimin Xiao(1), Dongwoon Bai(1), Jungwon Lee(1), Yutian Pang(1)