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ORCIDKwan Hui Lim 0001
Person information
- affiliation: Singapore University of Technology and Design, Singapore
- affiliation (PhD 2017): University of Melbourne, Parkville, Victoria, Australia
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2020 – today
- 2024
[j11]Sajal Halder
, Kwan Hui Lim, Jeffrey Chan, Xiuzhen Zhang:
A survey on personalized itinerary recommendation: From optimisation to deep learning. Appl. Soft Comput. 152: 111200 (2024)- [j10]Wai Kit Daniel Chin, Kwan Hui Lim, Roy Ka-Wei Lee:
RumorGraphXplainer: Do Structures Really Matter in Rumor Detection. IEEE Trans. Comput. Soc. Syst. 11(5): 6038-6055 (2024) - [c61]Menglin Li, Kwan Hui Lim:
Enhancing Language Models for Financial Relation Extraction with Named Entities and Part-of-Speech. Tiny Papers @ ICLR 2024 - [c60]Wenchuan Mu, Kwan Hui Lim:
Explicitly Stating Assumptions Reduces Hallucinations in Natural Language Inference. Tiny Papers @ ICLR 2024 - [c59]Wenchuan Mu, Kwan Hui Lim:
Towards Precise Observations of Neural Model Robustness in Classification. ICSE Companion 2024: 388-389 - [c58]Junhua Liu, Justin Albrethsen, Lincoln Goh, David Yau, Kwan Hui Lim:
Spatial-Temporal Graph Representation Learning for Tactical Networks Future State Prediction. IJCNN 2024: 1-8 - [c57]Wenchuan Mu, Kwan Hui Lim:
Label-Free Topic-Focused Summarization Using Query Augmentation. IJCNN 2024: 1-8 - [i30]Menglin Li, Kwan Hui Lim:
Leveraging Contrastive Learning for Few-shot Geolocation of Social Posts. CoRR abs/2403.00786 (2024) - [i29]Junhua Liu, Justin Albrethsen, Lincoln Goh, David Yau, Kwan Hui Lim:
Spatial-Temporal Graph Representation Learning for Tactical Networks Future State Prediction. CoRR abs/2403.13872 (2024) - [i28]Menglin Li, Kwan Hui Lim:
FewUser: Few-Shot Social User Geolocation via Contrastive Learning. CoRR abs/2404.08662 (2024) - [i27]Wenchuan Mu, Kwan Hui Lim:
Label-Free Topic-Focused Summarization Using Query Augmentation. CoRR abs/2404.16411 (2024) - [i26]Wenchuan Mu, Kwan Hui Lim:
Towards Precise Observations of Neural Model Robustness in Classification. CoRR abs/2404.16457 (2024) - [i25]Menglin Li, Kwan Hui Lim:
Enhancing Language Models for Financial Relation Extraction with Named Entities and Part-of-Speech. CoRR abs/2405.06665 (2024) - 2023
- [j9]Sajal Halder, Kwan Hui Lim, Jeffrey Chan, Xiuzhen Zhang:
Capacity-aware fair POI recommendation combining transformer neural networks and resource allocation policy. Appl. Soft Comput. 147: 110720 (2023) - [c56]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 - [c55]Wenchuan Mu, Kwan Hui Lim:
Modelling Text Similarity: A Survey. ASONAM 2023: 698-705 - [c54]Ngai Lam Ho, Roy Ka-Wei Lee, Kwan Hui Lim:
SBTREC - A Transformer Framework for Personalized Tour Recommendation Problem with Sentiment Analysis. IEEE Big Data 2023: 5790-5798 - [c53]Menglin Li, Kwan Hui Lim, Teng Guo, Junhua Liu:
A Transformer-Based Framework for POI-Level Social Post Geolocation. ECIR (1) 2023: 588-604 - [c52]Xiang Qian Ong, Kwan Hui Lim:
SkillRec: A Data-Driven Approach to Job Skill Recommendation for Career Insights. ICCAE 2023: 40-44 - [c51]Ngai Lam Ho, Kwan Hui Lim:
Utilizing Language Models for Tour Itinerary Recommendation. PMAI@IJCAI 2023: 37-40 - [c50]Ngai Lam Ho, Roy Ka-Wei Lee, Kwan Hui Lim:
BTRec: BERT-based Trajectory Recommendation for Personalized Tours. RecTour@RecSys 2023: 29-38 - [i24]Xiang Qian Ong, Kwan Hui Lim:
SkillRec: A Data-Driven Approach to Job Skill Recommendation for Career Insights. CoRR abs/2302.09938 (2023) - [i23]Ngai Lam Ho, Roy Ka-Wei Lee, Kwan Hui Lim:
BTRec: BERT-Based Trajectory Recommendation for Personalized Tours. CoRR abs/2310.19886 (2023) - [i22]Ngai Lam Ho, Roy Ka-Wei Lee, Kwan Hui Lim:
SBTRec- A Transformer Framework for Personalized Tour Recommendation Problem with Sentiment Analysis. CoRR abs/2311.11071 (2023) - [i21]Ngai Lam Ho, Kwan Hui Lim:
Utilizing Language Models for Tour Itinerary Recommendation. CoRR abs/2311.12355 (2023) - 2022
- [j8]Sajal Halder, Kwan Hui Lim, Jeffrey Chan, Xiuzhen Zhang:
POI recommendation with queuing time and user interest awareness. Data Min. Knowl. Discov. 36(6): 2379-2409 (2022) - [j7]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) - [j6]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) - [j5]Sajal Halder, Kwan Hui Lim, Jeffrey Chan, Xiuzhen Zhang:
Efficient itinerary recommendation via personalized POI selection and pruning. Knowl. Inf. Syst. 64(4): 963-993 (2022) - [c49]Menglin Li, Kwan Hui Lim:
Geotagging Social Media Posts to Landmarks Using Hierarchical BERT (Student Abstract). AAAI 2022: 12999-13000 - [c48]Ngai Lam Ho, Kwan Hui Lim:
POIBERT: A Transformer-based Model for the Tour Recommendation Problem. IEEE Big Data 2022: 5925-5933 - [c47]Wenchuan Mu, Kwan Hui Lim:
Universal Evasion Attacks on Summarization Scoring. BlackboxNLP@EMNLP 2022: 104-118 - [i20]Wenchuan Mu, Kwan Hui Lim:
Revision for Concision: A Constrained Paraphrase Generation Task. CoRR abs/2210.14257 (2022) - [i19]Wenchuan Mu, Kwan Hui Lim:
Universal Evasion Attacks on Summarization Scoring. CoRR abs/2210.14260 (2022) - [i18]Menglin Li, Kwan Hui Lim, Teng Guo, Junhua Liu:
A Transformer-based Framework for POI-level Social Post Geolocation. CoRR abs/2211.01336 (2022) - [i17]Ngai Lam Ho, Kwan Hui Lim:
POIBERT: A Transformer-based Model for the Tour Recommendation Problem. CoRR abs/2212.13900 (2022) - 2021
- [j4]Yasmeen M. George, Shanika Karunasekera, Aaron Harwood, Kwan Hui Lim:
Real-time spatio-temporal event detection on geotagged social media. J. Big Data 8(1): 91 (2021) - [c46]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 - [c45]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 - [c44]Prashant Solanki, Kwan Hui Lim, Aaron Harwood:
User Identification across Social Networking Sites using User Profiles and Posting Patterns. IJCNN 2021: 1-8 - [c43]Ngai Lam Ho, Kwan Hui Lim:
User Preferential Tour Recommendation Based on POI-Embedding Methods. IUI Companion 2021: 46-48 - [c42]Jolin Shaynn-Ly Kwan, Kwan Hui Lim:
TweetCOVID: A System for Analyzing Public Sentiments and Discussions about COVID-19 via Twitter Activities. IUI Companion 2021: 58-60 - [c41]Sajal Halder, Kwan Hui Lim, Jeffrey Chan, Xiuzhen Zhang:
Transformer-Based Multi-task Learning for Queuing Time Aware Next POI Recommendation. PAKDD (2) 2021: 510-523 - [i16]Jolin Shaynn-Ly Kwan, Kwan Hui Lim:
TweetCOVID: A System for Analyzing Public Sentiments and Discussions about COVID-19 via Twitter Activities. CoRR abs/2103.01472 (2021) - [i15]Ngai Lam Ho, Kwan Hui Lim:
User Preferential Tour Recommendation Based on POI-Embedding Methods. CoRR abs/2103.02464 (2021) - [i14]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) - [i13]Prashant Solanki, Kwan Hui Lim, Aaron Harwood:
User Identification across Social Networking Sites using User Profiles and Posting Patterns. CoRR abs/2106.11815 (2021) - [i12]Yasmeen M. George, Shanika Karunasekera, Aaron Harwood, Kwan Hui Lim:
Real-time Spatio-temporal Event Detection on Geotagged Social Media. CoRR abs/2106.13121 (2021) - [i11]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
- [c40]Jolin Shaynn-Ly Kwan, Kwan Hui Lim:
Understanding Public Sentiments, Opinions and Topics about COVID-19 using Twitter. ASONAM 2020: 623-626 - [c39]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 - [c38]Marcus Yong, Kwan Hui Lim:
Urban Heat Islands: Beating the Heat with Multi-Modal Spatial Analysis. IEEE BigData 2020: 4818-4827 - [c37]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 - [c36]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 - [c35]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 - [c34]Yan Zhang, Ruidan He, Zuozhu Liu, Kwan Hui Lim, Lidong Bing:
An Unsupervised Sentence Embedding Method by Mutual Information Maximization. EMNLP (1) 2020: 1601-1610 - [c33]Junhua Liu, Kristin L. Wood, Kwan Hui Lim:
Strategic and Crowd-Aware Itinerary Recommendation. ECML/PKDD (4) 2020: 69-85 - [i10]Junhua Liu, Yung Chuen Ng, Kwan Hui Lim:
A Large-scale Industrial and Professional Occupation Dataset. CoRR abs/2005.02780 (2020) - [i9]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) - [i8]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) - [i7]Yan Zhang, Ruidan He, Zuozhu Liu, Kwan Hui Lim, Lidong Bing:
An Unsupervised Sentence Embedding Method byMutual Information Maximization. CoRR abs/2009.12061 (2020) - [i6]Shanika Karunasekera, Kwan Hui Lim, Aaron Harwood:
Mining Influentials and their Bot Activities on Twitter Campaigns. CoRR abs/2011.11010 (2020) - [i5]Jolin Shaynn-Ly Kwan, Kwan Hui Lim:
Understanding Public Sentiments, Opinions and Topics about COVID-19 using Twitter. CoRR abs/2012.03039 (2020) - [i4]Marcus Yong, Kwan Hui Lim:
Urban Heat Islands: Beating the Heat with Multi-Modal Spatial Analysis. CoRR abs/2012.03049 (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
- [j3]Kwan Hui Lim, Jeffrey Chan, Shanika Karunasekera, Christopher Leckie:
Tour recommendation and trip planning using location-based social media: a survey. Knowl. Inf. Syst. 60(3): 1247-1275 (2019) - [c32]Prarthana Padia, Kwan Hui Lim, Jeffrey Chan, Aaron Harwood:
Sentiment-Aware and Personalized Tour Recommendation. IEEE BigData 2019: 900-909 - [c31]Yasmeen M. George, Shanika Karunasekera, Aaron Harwood, Kwan Hui Lim:
Spatio-temporal Event Detection using Poisson Model and Quad-tree on Geotagged Social Media. IEEE BigData 2019: 2247-2256 - [c30]Yun Ning Pek, Kwan Hui Lim:
Identifying and Understanding Business Trends using Topic Models with Word Embedding. IEEE BigData 2019: 6177-6179 - [c29]Kwan Hui Lim, Shanika Karunasekera, Aaron Harwood, Yasmeen M. George:
Geotagging tweets to landmarks using convolutional neural networks with text and posting time. IUI Companion 2019: 61-62 - [c28]Prarthana Padia, Bhavya Singhal, Kwan Hui Lim:
User-relative Personalized Tour Recommendation. IUI Workshops 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) - 2018
- [j2]Kwan Hui Lim, Jeffrey Chan, Christopher Leckie, Shanika Karunasekera:
Personalized trip recommendation for tourists based on user interests, points of interest visit durations and visit recency. Knowl. Inf. Syst. 54(2): 375-406 (2018) - [c27]Kwan Hui Lim, Sachini Jayasekara, Shanika Karunasekera, Aaron Harwood, Lucia Falzon, John Dunn, Glenn Burgess:
RAPID: Real-time Analytics Platform for Interactive Data Mining. ECML/PKDD (3) 2018: 649-653 - [c26]Kwan Hui Lim, Kate E. Lee, Dave Kendal, Lida Rashidi, Elham Naghizade, Stephan Winter, Maria Vasardani:
The Grass is Greener on the Other Side: Understanding the Effects of Green Spaces on Twitter User Sentiments. WWW (Companion Volume) 2018: 275-282 - [c25]Kendall Taylor, Kwan Hui Lim, Jeffrey Chan:
Travel Itinerary Recommendations with Must-see Points-of-Interest. WWW (Companion Volume) 2018: 1198-1205 - [c24]Jia Wang, Yungang Feng, Elham Naghizade, Lida Rashidi, Kwan Hui Lim, Kate E. Lee:
Happiness is a Choice: Sentiment and Activity-Aware Location Recommendation. WWW (Companion Volume) 2018: 1401-1405 - 2017
- [b1]Kwan Hui Lim:
Personalized tour recommendation using location-based social media. University of Melbourne, Parkville, Victoria, Australia, 2017 - [c23]Kwan Hui Lim, Shanika Karunasekera, Aaron Harwood:
ClusTop: A clustering-based topic modelling algorithm for twitter using word networks. IEEE BigData 2017: 2009-2018 - [c22]Kwan Hui Lim, Shanika Karunasekera, Aaron Harwood, Lucia Falzon:
Spatial-based topic modelling using wikidata knowledge base. IEEE BigData 2017: 4786-4788 - [c21]Kwan Hui Lim, Jeffrey Chan, Shanika Karunasekera, Christopher Leckie:
Personalized Itinerary Recommendation with Queuing Time Awareness. SIGIR 2017: 325-334 - 2016
- [j1]Kwan Hui Lim, Amitava Datta:
An interaction-based approach to detecting highly interactive Twitter communities using tweeting links. Web Intell. 14(1): 1-15 (2016) - [c20]Lianhua Chi, Kwan Hui Lim, Nebula Alam, Christopher J. Butler:
Geolocation Prediction in Twitter Using Location Indicative Words and Textual Features. NUT@COLING 2016: 227-234 - [c19]Kwan Hui Lim, Jeffrey Chan, Christopher Leckie, Shanika Karunasekera:
Towards Next Generation Touring: Personalized Group Tours. ICAPS 2016: 412-420 - [c18]Xiaoting Wang, Christopher Leckie, Jeffrey Chan, Kwan Hui Lim, Tharshan Vaithianathan:
Improving Personalized Trip Recommendation by Avoiding Crowds. CIKM 2016: 25-34 - [c17]Kwan Hui Lim, Ee-Peng Lim, Binyan Jiang, Palakorn Achananuparp:
Using Online Controlled Experiments to Examine Authority Effects on User Behavior in Email Campaigns. HT 2016: 255-260 - [c16]Kwan Hui Lim, Xiaoting Wang, Jeffrey Chan, Shanika Karunasekera, Christopher Leckie, Yehui Chen, Cheong Loong Tan, Fu Quan Gao, Teh Ken Wee:
PersTour: A Personalized Tour Recommendation and Planning System. HT (Extended Proceedings) 2016 - [c15]Kwan Hui Lim:
Personalized Recommendation of Travel Itineraries based on Tourist Interests and Preferences. UMAP (Extended Proceedings) 2016 - 2015
- [c14]Kwan Hui Lim, Jeffrey Chan, Christopher Leckie, Shanika Karunasekera:
Detecting Location-Centric Communities Using Social-Spatial Links with Temporal Constraints. ECIR 2015: 489-494 - [c13]Kwan Hui Lim, Jeffrey Chan, Christopher Leckie, Shanika Karunasekera:
Personalized Tour Recommendation Based on User Interests and Points of Interest Visit Durations. IJCAI 2015: 1778-1784 - [c12]Kwan Hui Lim:
Recommending Tours and Places-of-Interest based on User Interests from Geo-tagged Photos. SIGMOD PhD Symposium 2015: 33-38 - 2014
- [c11]Kwan Hui Lim, Ee-Peng Lim, Palakorn Achananuparp, Adrian Vu, Agus Trisnajaya Kwee, Feida Zhu:
LASER: a living analytics experimentation system for large-scale online controlled experiments. WWW (Companion Volume) 2014: 71-74 - [c10]Kwan Hui Lim, Binyan Jiang, Ee-Peng Lim, Palakorn Achananuparp:
Do you know the speaker?: an online experiment with authority messages on event websites. WWW (Companion Volume) 2014: 1247-1252 - 2013
- [c9]Kwan Hui Lim, Amitava Datta:
A Seed-Centric Community Detection Algorithm based on an Expanding Ring Search. AWC 2013: 21-26 - [c8]Kwan Hui Lim, Amitava Datta:
Interest classification of Twitter users using Wikipedia. OpenSym 2013: 22:1-22:2 - [c7]Kwan Hui Lim, Amitava Datta, Michael J. Wise:
A preliminary study on the effects of barnstars on Wikipedia editing. OpenSym 2013: 23:1-23:2 - 2012
- [c6]Kwan Hui Lim, Amitava Datta:
Finding twitter communities with common interests using following links of celebrities. MSM 2012: 25-32 - [c5]Kwan Hui Lim, Amitava Datta:
Following the follower: detecting communities with common interests on twitter. HT 2012: 317-318 - [c4]Kwan Hui Lim, Amitava Datta:
Enhancing the TORA protocol using network localization and selective node participation. PIMRC 2012: 1503-1508 - [c3]Kwan Hui Lim, Amitava Datta:
A Topological Approach for Detecting Twitter Communities with Common Interests. MSM/MUSE 2012: 23-43 - [c2]Kwan Hui Lim, Amitava Datta:
An in-depth analysis of the effects of IMEP on TORA protocol. WCNC 2012: 3051-3056 - [c1]Kwan Hui Lim, Amitava Datta:
Tweets Beget Propinquity: Detecting Highly Interactive Communities on Twitter Using Tweeting Links. Web Intelligence 2012: 214-221
Coauthor Index
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