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ORCIDJunhua Liu 0002
Person information
- affiliation: Singapore University of Technology and Design, Singapore
Other persons with the same name
- Junhua Liu — disambiguation page
- Junhua Liu 0001
![[0000-0002-2492-8124]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-2492-8124")
— Peking University, Beijing, China - Junhua Liu 0003 — University of Southern California, Los Angeles, CA, USA
- Junhua Liu 0004 — Xi'an Polytechnic University, Xi'an, China
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2020 – today
- 2025
[j3]Junhua Liu, Aldy Gunawan, Kristin L. Wood, Kwan Hui Lim:
Optimizing group utility in itinerary planning: a strategic and crowd-aware approach. J. Big Data 12(1): 201 (2025)- [i16]Junhua Liu, Roy Ka-Wei Lee, Kwan Hui Lim:
BGM-HAN: A Hierarchical Attention Network for Accurate and Fair Decision Assessment on Semi-Structured Profiles. CoRR abs/2507.17472 (2025) - 2024
- [c12]Junhua Liu, Tan Yong Keat, Fu Bin, Kwan Hui Lim:
LARA: Linguistic-Adaptive Retrieval-Augmentation for Multi-Turn Intent Classification. EMNLP (Industry Track) 2024: 1096-1106 - [c11]Junhua Liu, Justin Albrethsen, Lincoln Goh, David K. Y. Yau, Kwan Hui Lim:
Spatial-Temporal Graph Representation Learning for Tactical Networks Future State Prediction. IJCNN 2024: 1-8 - [c10]Wenchuan Mu, Junhua Liu, Kwan Hui Lim:
Fast Bibliography Pre-Selection via Two-Vector Semantic Representations. JCDL 2024: 23:1-23:6 - [i15]Junhua Liu, Justin Albrethsen, Lincoln Goh, David K. Y. Yau, Kwan Hui Lim:
Spatial-Temporal Graph Representation Learning for Tactical Networks Future State Prediction. CoRR abs/2403.13872 (2024) - [i14]Junhua Liu, Kwan Hui Lim, Roy Ka-Wei Lee:
Towards Objective and Unbiased Decision Assessments with LLM-Enhanced Hierarchical Attention Networks. CoRR abs/2411.08504 (2024) - [i13]Junhua Liu, Tan Yong Keat, Bin Fu, Kwan Hui Lim:
Balancing Accuracy and Efficiency in Multi-Turn Intent Classification for LLM-Powered Dialog Systems in Production. CoRR abs/2411.12307 (2024) - [i12]Junhua Liu, Fanfan Lin, Xinze Li, Kwan Hui Lim, Shuai Zhao:
Physics-Informed LLM-Agent for Automated Modulation Design in Power Electronics Systems. CoRR abs/2411.14214 (2024) - [i11]Junhua Liu, Tan Yong Keat, Fu Bin, Kwan Hui Lim:
Intent-Aware Dialogue Generation and Multi-Task Contrastive Learning for Multi-Turn Intent Classification. CoRR abs/2411.14252 (2024) - [i10]Junhua Liu, Wendy Wan Yee Hui, Roy Ka-Wei Lee, Kwan Hui Lim:
Fairness And Performance In Harmony: Data Debiasing Is All You Need. CoRR abs/2411.17374 (2024) - 2023
- [c9]Trisha Singhal, Junhua Liu, Wenchuan Mu, Luciënne T. M. Blessing, Kwan Hui Lim:
Photozilla: An Image Dataset of Photography Styles and its Application to Visual Embedding and Style Detection. ASONAM 2023: 445-449 - [c8]Menglin Li, Kwan Hui Lim, Teng Guo, Junhua Liu:
A Transformer-Based Framework for POI-Level Social Post Geolocation. ECIR (1) 2023: 588-604 - 2022
- [j2]Wenchuan Mu, Kwan Hui Lim, Junhua Liu, Shanika Karunasekera, Lucia Falzon, Aaron Harwood:
A clustering-based topic model using word networks and word embeddings. J. Big Data 9(1): 38 (2022) - [j1]Junhua Liu, Yung Chuen Ng, Zitong Gui, Trisha Singhal, Luciënne T. M. Blessing, Kristin L. Wood, Kwan Hui Lim:
Title2Vec: a contextual job title embedding for occupational named entity recognition and other applications. J. Big Data 9(1): 99 (2022) - [i9]Menglin Li, Kwan Hui Lim, Teng Guo, Junhua Liu:
A Transformer-based Framework for POI-level Social Post Geolocation. CoRR abs/2211.01336 (2022) - 2021
- [c7]Trisha Singhal, Junhua Liu, Luciënne T. M. Blessing, Kwan Hui Lim:
Analyzing Scientific Publications using Domain-Specific Word Embedding and Topic Modelling. IEEE BigData 2021: 4965-4973 - [c6]Junhua Liu, Trisha Singhal, Luciënne T. M. Blessing, Kristin L. Wood, Kwan Hui Lim:
CrisisBERT: A Robust Transformer for Crisis Classification and Contextual Crisis Embedding. HT 2021: 133-141 - [i8]Trisha Singhal, Junhua Liu, Luciënne T. M. Blessing, Kwan Hui Lim:
Photozilla: A Large-Scale Photography Dataset and Visual Embedding for 20 Photography Styles. CoRR abs/2106.11359 (2021) - [i7]Trisha Singhal, Junhua Liu, Luciënne T. M. Blessing, Kwan Hui Lim:
Analyzing Scientific Publications using Domain-Specific Word Embedding and Topic Modelling. CoRR abs/2112.12940 (2021) - 2020
- [c5]Junhua Liu, Trisha Singhal, Luciënne T. M. Blessing, Kristin L. Wood, Kwan Hui Lim:
EPIC30M: An Epidemics Corpus of Over 30 Million Relevant Tweets. IEEE BigData 2020: 1206-1215 - [c4]Jerome Heng, Junhua Liu, Kwan Hui Lim:
Urban Crowdsensing using Social Media: An Empirical Study on Transformer and Recurrent Neural Networks. IEEE BigData 2020: 5695-5697 - [c3]Junhua Liu, Lionell Loh, Ernest Ng, Yijia Chen, Kristin L. Wood, Kwan Hui Lim:
Self-Evolving Adaptive Learning for Personalized Education. CSCW Companion 2020: 317-321 - [c2]Junhua Liu, Yung Chuen Ng, Kristin L. Wood, Kwan Hui Lim:
IPOD: A Large-scale Industrial and Professional Occupation Dataset. CSCW Companion 2020: 323-328 - [c1]Junhua Liu, Kristin L. Wood, Kwan Hui Lim:
Strategic and Crowd-Aware Itinerary Recommendation. ECML/PKDD (4) 2020: 69-85 - [i6]Junhua Liu, Yung Chuen Ng, Kwan Hui Lim:
A Large-scale Industrial and Professional Occupation Dataset. CoRR abs/2005.02780 (2020) - [i5]Junhua Liu, Trisha Singhal, Luciënne T. M. Blessing, Kristin L. Wood, Kwan Hui Lim:
CrisisBERT: a Robust Transformer for Crisis Classification and Contextual Crisis Embedding. CoRR abs/2005.06627 (2020) - [i4]Junhua Liu, Trisha Singhal, Luciënne T. M. Blessing, Kristin L. Wood, Kwan Hui Lim:
EPIC30M: An Epidemics Corpus Of Over 30 Million Relevant Tweets. CoRR abs/2006.08369 (2020) - [i3]Jerome Heng, Junhua Liu, Kwan Hui Lim:
Urban Crowdsensing using Social Media: An Empirical Study on Transformer and Recurrent Neural Networks. CoRR abs/2012.03057 (2020)
2010 – 2019
- 2019
- [i2]Junhua Liu, Chu Guo, Kristin L. Wood, Kwan Hui Lim:
Crowd-aware itinerary recommendation: a game-theoretic approach to optimize social welfare. CoRR abs/1909.07775 (2019) - [i1]Junhua Liu, Chu Guo, Yung Chuen Ng, Kristin L. Wood, Kwan Hui Lim:
IPOD: Corpus of 190, 000 Industrial Occupations. CoRR abs/1910.10495 (2019)
Coauthor Index
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