Search Results for author: Jiaqi Li

Found 11 papers, 3 papers with code

Aggregating From Multiple Target-Shifted Sources

no code implementations9 May 2021 Changjian Shui, Zijian Li, Jiaqi Li, Christian Gagné, Charles Ling, Boyu Wang

Multi-source domain adaptation aims at leveraging the knowledge from multiple tasks for predicting a related target domain.

Unsupervised Domain Adaptation

DADgraph: A Discourse-aware Dialogue Graph Neural Network for Multiparty Dialogue Machine Reading Comprehension

no code implementations26 Apr 2021 Jiaqi Li, Ming Liu, Zihao Zheng, Heng Zhang, Bing Qin, Min-Yen Kan, Ting Liu

Multiparty Dialogue Machine Reading Comprehension (MRC) differs from traditional MRC as models must handle the complex dialogue discourse structure, previously unconsidered in traditional MRC.

Machine Reading Comprehension

Insights into ventilation hysteresis shift due to flow unsteadiness in ventilated supercavitation

no code implementations2 Feb 2021 Kyungduck Yoon, Jiaqi Li, Siyao Shao, Ashish Karn, Jiarong Hong

Imposing flow unsteadiness on the incoming flow has shown an increment in higher CQf at low free stream velocity and lower CQf at high free stream velocity.

Fluid Dynamics

Unified Principles For Multi-Source Transfer Learning Under Label Shifts

no code implementations1 Jan 2021 Changjian Shui, Zijian Li, Jiaqi Li, Christian Gagné, Charles Ling, Boyu Wang

We study the label shift problem in multi-source transfer learning and derive new generic principles to control the target generalization risk.

Transfer Learning Unsupervised Domain Adaptation

Robust error bounds for quantised and pruned neural networks

1 code implementation30 Nov 2020 Jiaqi Li, Ross Drummond, Stephen R. Duncan

With the rise of smartphones and the internet-of-things, data is increasingly getting generated at the edge on local, personal devices.

Network Pruning

Synchrotron Microtomography and Neutron Radiography Characterization of the Microstruture and Water Absorption of Concrete from Pompeii

no code implementations27 May 2020 Ke Xu, Anton S. Tremsin, Jiaqi Li, Daniela M. Ushizima, Catherine A. Davy, Amine Bouterf, Ying Tsun Su, Milena Marroccoli, Anna Maria Mauro, Massimo Osanna, Antonio Telesca, Paulo J. M. Monteiro

In the present work, samples were drilled from the "Hospitium" in Pompeii and were analyzed by synchrotron microtomography (uCT) and neutron radiography to study how the microstructure, including the presence of induced cracks, affects their water adsorption.

Electron Microscopy Applied Physics Materials Science Geophysics

An Annotation Scheme of A Large-scale Multi-party Dialogues Dataset for Discourse Parsing and Machine Comprehension

no code implementations8 Nov 2019 Jiaqi Li, Ming Liu, Bing Qin, Zihao Zheng, Ting Liu

In this paper, we propose the scheme for annotating large-scale multi-party chat dialogues for discourse parsing and machine comprehension.

Discourse Parsing Machine Reading Comprehension

AI-based Two-Stage Intrusion Detection for Software Defined IoT Networks

no code implementations7 Jun 2018 Jiaqi Li, Zhifeng Zhao, Rongpeng Li, Honggang Zhang

Software Defined Internet of Things (SD-IoT) Networks profits from centralized management and interactive resource sharing which enhances the efficiency and scalability of IoT applications.

Intrusion Detection

A Machine Learning Based Intrusion Detection System for Software Defined 5G Network

no code implementations10 Jul 2017 Jiaqi Li, Zhifeng Zhao, Rongpeng Li

As an inevitable trend of future 5G networks, Software Defined architecture has many advantages in providing central- ized control and flexible resource management.

Intrusion Detection

Cannot find the paper you are looking for? You can Submit a new open access paper.