Jing Wu

Mongolian Inflection Suffix Processing in NLP: A Case Study

2015 · Lecture notes in computer science

Inflection suffix is an important morphological characteristic of Mongolian words, since the suffixes express abundant syntactic and semantic meanings. In order to provide an informative introduction of it, this paper implements a case study on …

A Robust Mechanism for Robot Team Formation

2017

With the development of AI, the job of robots became more complex and diversified, due to the limited capacity of a single robot, multiple robots cooperation is used to accomplish complex tasks. Based on the …

CodeCube : A multi-layer color barcode for mobile social applications

2017

With the rapid proliferation of camera-equipped smart device, two dimensional barcode obtains the widespread application in daily life. Embeding URL information to a barcode becomes popular and convenient. There is increased interest in the use …

ReConTab: Regularized Contrastive Representation Learning for Tabular Data

2023 · arXiv (Cornell University)

Representation learning stands as one of the critical machine learning techniques across various domains. Through the acquisition of high-quality features, pre-trained embeddings significantly reduce input space redundancy, benefiting downstream pattern recognition tasks such as classification, …

CBDA: Chaos-based binary dragonfly algorithm for evolutionary feature selection

2024 · Intelligent Data Analysis

The goal of feature selection in machine learning is to simultaneously maintain more classification accuracy, while reducing lager amount of attributes. In this paper, we firstly design a fitness function that achieves both objectives jointly. …

A Multimodal Video Recommendation Method based on User-Embedded Graph Convolutional Networks and Fused Attention

2024

The current Multi-modal Graph Convolutional Network(GCN) recommendation method only focuses on capturing the association and interaction between different modes in the representation learning of multi-modal item features. However, it embeds a large amount of preference-independent …

SynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge Refinement

2025

Runnan Fang, Xiaobin Wang, Yuan Liang, Shuofei Qiao, Jialong Wu, Zekun Xi, Ningyu Zhang, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume …