9 citations · 12 across the 5 of their papers we have counts for
5 papers
Self-optimizing Feature Generation via Categorical Hashing Representation and Hierarchical Reinforcement Crossing
Wangyang Ying, Dongjie Wang, Kunpeng Liu +2
Feature generation aims to generate new and meaningful features to create a discriminative representation space.A generated feature is meaningful when the generated feature is from…
T-SaS: Toward Shift-aware Dynamic Adaptation for Streaming Data
Weijieying Ren, Tianxiang Zhao, Wei Qin +1
In many real-world scenarios, distribution shifts exist in the streaming data across time steps. Many complex sequential data can be effectively divided into distinct regimes that…
Automated Urban Planning for Reimagining City Configuration via Adversarial Learning: Quantification, Generation, and Evaluation
Dongjie Wang, Yanjie Fu, Kunpeng Liu +3
Urban planning refers to the efforts of designing land-use configurations given a region. However, to obtain effective urban plans, urban experts have to spend much time and effort…
Beampattern-Based Tracking for Millimeter Wave Communication Systems
Kang Gao, Mingming Cai, Ding Nie +4
We present a tracking algorithm to maintain the communication link between a base station (BS) and a mobile station (MS) in a millimeter wave (mmWave) communication system, where a…
Effect of Wideband Beam Squint on Codebook Design in Phased-Array Wireless Systems
Mingming Cai, Kang Gao, Ding Nie +4
Analog beamforming with phased arrays is a promising technique for 5G wireless communication at millimeter wave frequencies. Using a discrete codebook consisting of multiple analog…