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Junhua Liu
Junhua Liu
Forth AI
forth.ai의 이메일 확인됨 - 홈페이지
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Hybrid Quantum-Classical Convolutional Neural Networks
J Liu, KH Lim, KL Wood, W Huang, C Guo, HL Huang
Science China Physics, Mechanics & Astronomy 64 (9), 2021
2332021
General-Purpose Quantum Circuit Simulator with Projected Entangled-Pair States and the Quantum Supremacy Frontier
C Guo, Y Liu, M Xiong, S Xue, X Fu, A Huang, X Qiang, P Xu, J Liu, ...
PRL 123 (19), 190501, 2019
942019
CrisisBERT: a Robust Transformer for Crisis Classification and Contextual Crisis Embedding
J Liu, T Singhal, LTM Blessing, KL Wood, KH LIM
HT, 133–141, 2021
832021
Math-llava: Bootstrapping mathematical reasoning for multimodal large language models
W Shi, Z Hu, Y Bin, J Liu, Y Yang, SK Ng, L Bing, RKW Lee
EMNLP Findings, 2024
402024
IPOD: A Large-scale Industrial and Professional Occupation Dataset
J Liu, YC Ng, KL Wood, KH Lim
CSCW, 323-328, 2020
31*2020
Self-Evolving Adaptive Learning for Personalized Education
J Liu, L Loh, E Ng, Y Chen, KL Wood, KH Lim
CSCW, 317-321, 2020
242020
Strategic and Crowd-aware Itinerary Recommendation
J Liu, KL Wood, KH Lim
ECML-PKDD, 69–85, 2020
202020
A clustering-based topic model using word networks and word embeddings
W Mu, KH Lim, J Liu, S Karunasekera, L Falzon, A Harwood
Journal of Big Data 9 (1), 38, 2022
192022
EPIC30M: An Epidemics Corpus Of Over 30 Million Relevant Tweets
J Liu, T Singhal, LTM Blessing, KL Wood, KH Lim
Proceedings of the 2020 IEEE International Conference on Big Data, 2020
15*2020
A transformer-based framework for poi-level social post geolocation
M Li, KH Lim, T Guo, J Liu
ECIR, 588-604, 2023
132023
Designing learning experiences for online teaching and learning
N Sockalingam, J Liu
EduSCAPES 2020, 49-53, 2020
112020
Title2Vec: a contextual job title embedding for occupational named entity recognition and other applications
J Liu, YC Ng, Z Gui, T Singhal, LTM Blessing, KL Wood, KH Lim
Journal of Big Data 9 (1), 1-16, 2022
102022
Analyzing Scientific Publications using Domain-Specific Word Embedding and Topic Modelling
T Singhal, J Liu, KH Lim, LTM Blessing
IEEE International Conference on Big Data, 2021
102021
Innovations in Software Engineering Education: An Experimental Study of Integrating Active Learning and Design-based Leaning
J Liu, Y Zhang, J Ruths, D Moreno, DD Jensen, KL Wood
ASEE, 23.758.1 - 23.758.45, 2013
8*2013
Photozilla: An Image Dataset of Photography Styles and its Application to Visual Embedding and Style Detection
T Singhal, J Liu, W Mu, LTM Blessing, KH Lim
KDD Workshop, 2023
7*2023
LARA: Linguistic-Adaptive Retrieval-Augmentation for Multi-Turn Intent Classification
J Liu, YK Tan, B Fu, KH Lim
EMNLP, 2024
5*2024
Urban Crowdsensing using Social Media: An Empirical Study on Transformer and Recurrent Neural Networks
J Heng, J Liu, KH Lim
IEEE International Conference on Big Data, 2020
52020
PE-GPT: A Physics-Informed Interactive Large Language Model for Power Converter Modulation Design
F Lin, J Liu, X Li, S Zhao, B Zhao, H Ma, X Zhang, X Liao
ECCE, 2024
42024
Spatial-Temporal Graph Representation Learning for Tactical Networks Future State Prediction
J Liu, J Albrethsen, L Goh, D Yau, KH Lim
IJCNN, 2024
42024
Towards Objective and Unbiased Decision Assessments with LLM-Enhanced Hierarchical Attention Networks
J Liu, KH Lim, RKW Lee
arXiv:2411.08504, 2024
22024
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학술자료 1–20