Search Results for author: Honggang Wang

Found 8 papers, 0 papers with code

Position Aware 60 GHz mmWave Beamforming for V2V Communications Utilizing Deep Learning

no code implementations2 Feb 2024 Muhammad Baqer Mollah, Honggang Wang, Hua Fang

Beamforming techniques are considered as essential parts to compensate the severe path loss in millimeter-wave (mmWave) communications by adopting large antenna arrays and formulating narrow beams to obtain satisfactory received powers.

Position

Masked Multi-Step Probabilistic Forecasting for Short-to-Mid-Term Electricity Demand

no code implementations14 Feb 2023 Yiwei Fu, Nurali Virani, Honggang Wang

Models trainded with MMMPF can also generate desired quantiles to capture uncertainty and enable probabilistic planning for grid of the future.

Time Series Time Series Forecasting +1

Multi-Objective Personalized Product Retrieval in Taobao Search

no code implementations9 Oct 2022 Yukun Zheng, Jiang Bian, Guanghao Meng, Chao Zhang, Honggang Wang, Zhixuan Zhang, Sen Li, Tao Zhuang, Qingwen Liu, Xiaoyi Zeng

These problems promote us to further strengthen the capabilities of our EBR model in both relevance estimation and personalized retrieval.

Collaborative Filtering Retrieval

Masked Multi-Step Multivariate Time Series Forecasting with Future Information

no code implementations28 Sep 2022 Yiwei Fu, Honggang Wang, Nurali Virani

Furthermore, once a neural network model is trained with MMMF, its inference speed is similar to that of the same model trained with traditional regression formulations, thus making MMMF a better alternative to existing regression-trained time series forecasting models if there is some available future information.

Multivariate Time Series Forecasting regression +3

Real Time 3D Indoor Human Image Capturing Based on FMCW Radar

no code implementations 2019 IEEE International Conference on Multimedia and Expo (ICME) 2019 Hangqing Guo, Nan Zhang, Wenjun Shi, Saeed ALI-AlQarni, Shaoen Wu, Honggang Wang

Compared to traditional camera-based computer vision and imaging, radio imaging based on wireless sensing does not require lighting and is friendly to privacy.

RF-based Pose Estimation

Fast communication-efficient spectral clustering over distributed data

no code implementations5 May 2019 Donghui Yan, Yingjie Wang, Jin Wang, Guodong Wu, Honggang Wang

However, it is increasingly often that the data are located at a number of distributed sites, and one wishes to compute over all the data with low communication overhead.

Clustering Distributed Computing

K-nearest Neighbor Search by Random Projection Forests

no code implementations31 Dec 2018 Donghui Yan, Yingjie Wang, Jin Wang, Honggang Wang, Zhenpeng Li

Our theory can be used to refine the choice of random projections in the growth of trees, and experiments show that the effect is remarkable.

Automatic Objects Removal for Scene Completion

no code implementations23 Jan 2015 Jianjun Yang, Yin Wang, Honggang Wang, Kun Hua, Wei Wang, Ju Shen

With the explosive growth of web-based cameras and mobile devices, billions of photographs are uploaded to the internet.

3D Scene Reconstruction Texture Synthesis

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