9 citations · 19 across the 7 of their papers we have counts for
7 papers
Zero-Shot Learning by Harnessing Adversarial Samples
Zhi Chen, Pengfei Zhang, Jingjing Li +2
Zero-Shot Learning (ZSL) aims to recognize unseen classes by generalizing the knowledge, i.e., visual and semantic relationships, obtained from seen classes, where image augmentati…
Preparing Quantum States by Measurement-feedback Control with Bayesian Optimization
Yadong Wu, Juan Yao, Pengfei Zhang
Preparation of quantum states is of vital importance for performing quantum computations and quantum simulations. In this work, we propose a general framework for preparing ground…
MemoNet: Memorizing All Cross Features' Representations Efficiently via Multi-Hash Codebook Network for CTR Prediction
Pengtao Zhang, Junlin Zhang
New findings in natural language processing (NLP) demonstrate that the strong memorization capability contributes a lot to the success of Large Language Models (LLM). This inspires…
FedVMR: A New Federated Learning method for Video Moment Retrieval
Yan Wang, Xin Luo, Zhen-Duo Chen +3
Despite the great success achieved, existing video moment retrieval (VMR) methods are developed under the assumption that data are centralizedly stored. However, in real-world appl…
Self-supervised Graph-based Point-of-interest Recommendation
Yang Li, Tong Chen, Peng-Fei Zhang +2
The exponential growth of Location-based Social Networks (LBSNs) has greatly stimulated the demand for precise location-based recommendation services. Next Point-of-Interest (POI)…
FiBiNet++: Reducing Model Size by Low Rank Feature Interaction Layer for CTR Prediction
Pengtao Zhang, Zheng Zheng, Junlin Zhang
Click-Through Rate (CTR) estimation has become one of the most fundamental tasks in many real-world applications and various deep models have been proposed. Some research has prove…
Trapping Effects in Quantum Atomic Arrays
Pengfei Zhang
Quantum emitters, particularly atomic arrays with subwavelength lattice constant, have been proposed to be an ideal platform for studying the interplay between photons and electric…