39 citations · 116 across the 15 of their papers we have counts for
15 papers
StarNet: Style-Aware 3D Point Cloud Generation
Yunfan Zhang, Hao Wang, Guosheng Lin +3
This paper investigates an open research task of reconstructing and generating 3D point clouds. Most existing works of 3D generative models directly take the Gaussian prior as inpu…
Towards AI-Empowered Crowdsourcing
Shipeng Wang, Qingzhong Li, Lizhen Cui +6
Crowdsourcing, in which human intelligence and productivity is dynamically mobilized to tackle tasks too complex for automation alone to handle, has grown to be an important resear…
Noise-Resistant Deep Metric Learning with Probabilistic Instance Filtering
Chang Liu, Han Yu, Boyang Li +6
Noisy labels are commonly found in real-world data, which cause performance degradation of deep neural networks. Cleaning data manually is labour-intensive and time-consuming. Prev…
Noise-resistant Deep Metric Learning with Ranking-based Instance Selection
Chang Liu, Han Yu, Boyang Li +6
The existence of noisy labels in real-world data negatively impacts the performance of deep learning models. Although much research effort has been devoted to improving robustness…
FOCUS: Dealing with Label Quality Disparity in Federated Learning
Yiqiang Chen, Xiaodong Yang, Xin Qin +3
Ubiquitous systems with End-Edge-Cloud architecture are increasingly being used in healthcare applications. Federated Learning (FL) is highly useful for such applications, due to s…
Generating Persuasive Visual Storylines for Promotional Videos
Chang Liu, Yi Dong, Han Yu +8
Video contents have become a critical tool for promoting products in E-commerce. However, the lack of automatic promotional video generation solutions makes large-scale video-based…
Building Ethics into Artificial Intelligence
Han Yu, Zhiqi Shen, Chunyan Miao +3
As artificial intelligence (AI) systems become increasingly ubiquitous, the topic of AI governance for ethical decision-making by AI has captured public imagination. Within the AI…
Balanced Distribution Adaptation for Transfer Learning
Jindong Wang, Yiqiang Chen, Shuji Hao +2
Transfer learning has achieved promising results by leveraging knowledge from the source domain to annotate the target domain which has few or none labels. Existing methods often s…
Designing Socially Intelligent Virtual Companions
Han Yu, Zhiqi Shen, Qiong Wu +1
Virtual companions that interact with users in a socially complex environment require a wide range of social skills. Displaying curiosity is simultaneously a factor to improve a co…
An Evolutionary Approach for Optimizing Hierarchical Multi-Agent System Organization
Zhiqi Shen, Ling Yu, Han Yu
It has been widely recognized that the performance of a multi-agent system is highly affected by its organization. A large scale system may have billions of possible ways of organi…
An Empirical Analysis of Task Allocation in Scrum-based Agile Programming
Jun Lin, Han Yu, Zhiqi Shen
Agile Software Development (ASD) methodology has become widely used in the industry. Understanding the challenges facing software engineering students is important to designing eff…
Identifying Talented Software Engineering Students through Data-driven Skill Assessment
Jun Lin, Han Yu, Zhiqi Shen
For software development companies, one of the most important objectives is to identify and acquire talented software engineers in order to maintain a skilled team that can produce…
Further Analysis on Resource Allocation in Wireless Communications Under Imperfect Channel State Information
Dong Huang, Zhiqi Shen, Chunyan Miao +2
This paper has been withdrawn by the author due to some errors.
A game theory approach for self-coexistence analysis among IEEE 802.22 networks
Dong Huang, Zhiqi Shen, Chunyan Miao +2
This paper has been withdrawn by the author due to some errors
Resource Allocation of MU-OFDM Based Cognitive Radio Systems Under Partial Channel State Information
Dong Huang, Chunyan Miao, Cyril Leung +1
This paper has been withdrawn by the author due to some errors.