Wee Siong Ng

According to our database, Wee Siong Ng authored at least 59 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Global Challenge for Safe and Secure LLMs Track 1.

Xiaojun Jia, Yihao Huang, Yang Liu, Peng Yan Tan, Weng Kuan Yau, Mun-Thye Mak, Xin Ming Sim, Wee Siong Ng, See Kiong Ng, Hanqing Liu, Lifeng Zhou, Huanqian Yan, Xiaobing Sun, Wei Liu, Long Wang, Yiming Qian, Yong Liu, Junxiao Yang, Zhexin Zhang, Leqi Lei, Renmiao Chen, Yida Lu, Shiyao Cui, Zizhou Wang, Shaohua Li, Yan Wang, Rick Siow Mong Goh, Liangli Zhen, Yingjie Zhang, Zhe Zhao

CoRR, 2024

When Text and Images Don't Mix: Bias-Correcting Language-Image Similarity Scores for Anomaly Detection.

Adam Goodge, Bryan Hooi, Wee Siong Ng

CoRR, 2024

From 2D to 3D: AISG-SLA Visual Localization Challenge.

Jialin Gao, Bill Ong, Darld Lwi, Zhen Hao Ng, Xun Wei Yee, Mun-Thye Mak, Wee Siong Ng, See-Kiong Ng, Hui Ying Teo, Victor Khoo, Georg Bökman, Johan Edstedt, Kirill Brodt, Clémentin Boittiaux, Maxime Ferrera, Stepan Konev

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

SuperJunction: Learning-Based Junction Detection for Retinal Image Registration.

Yu Wang, Xiaoye Wang, Zaiwang Gu, Weide Liu, Wee Siong Ng, Weimin Huang, Jun Cheng

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

LRS4DP: Location Recommendation System for Destination Prediction.

Bing Zhao, Haodong Sun, Wee Siong Ng, Roy Ka-Wei Lee, Yanyan Chen

Proceedings of the 24th IEEE International Conference on Mobile Data Management, 2023

2022

ARES: Locally Adaptive Reconstruction-Based Anomaly Scoring.

Adam Goodge, Bryan Hooi, See-Kiong Ng, Wee Siong Ng

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

LUNAR: Unifying Local Outlier Detection Methods via Graph Neural Networks.

Adam Goodge, Bryan Hooi, See-Kiong Ng, Wee Siong Ng

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2020

Robustness of Autoencoders for Anomaly Detection Under Adversarial Impact.

Adam Goodge, Bryan Hooi, See-Kiong Ng, Wee Siong Ng

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

2019

A Tradeoff Study of Real-time Traffic Prediction Approaches for Intelligent Transportation System.

Ming Zhao, Chee-Wei Ang, Bing Zhao, Wee Siong Ng

Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Dynamic Origin-Destination Estimation Framework with Iterative Traffic Signal Tuning for Microscopic Traffic Simulation.

Yu Wang, Yicheng Zhang, Hai-Heng Ng, Bing Zhao, Wee Siong Ng

Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

2018

A statistical sparsity-based method for sensor array calibration.

Lifan Zhao, Shen-Tat Goh, Wee Siong Ng

Proceedings of the 4th IEEE World Forum on Internet of Things, 2018

Practical experience with smart cities platform design.

Ang Loon Chan, Gim Guan Chua, Desmond Zhen Liang Chua, Shuqiao Guo, Paul Min Chim Lim, Mun-Thye Mak, Wee Siong Ng

Proceedings of the 4th IEEE World Forum on Internet of Things, 2018

Study of Design Method for Tangible User Interface in IoT Paradigm.

Zihong Yuan, Wee Siong Ng, Shen-Tat Goh, Yimin Zhou

Proceedings of the TENCON 2018, 2018

A Flexible Qualitative Data Analytics Dashboard.

Gim Guan Chua, Paul Min Chim Lim, Mun-Thye Mak, Wee Siong Ng, Shuqiao Guo, Ang Loon Chan, Desmond Zhen Liang Chua

Proceedings of the TENCON 2018, 2018

2017

A Cloud-Based Stream Processing Platform for Traffic Monitoring Using Large-Scale Probe Vehicle Data.

Yiyang Pei, Xiaoyang Li, Liang Yu, Guangxia Li, Hai-Heng Ng, Jerry Kah Eng Hoe, Chee-Wei Ang, Wee Siong Ng, Kenji Takao, Hirokazu Shibata, Koichiro Okada

Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017

Towards a deep learning powered query engine for urban planning.

Yon Shin Teo, Zihong Yuan, Wee Siong Ng, Yangfan Zhang, Valerie Phangt

Proceedings of the 2017 International Conference on Asian Language Processing, 2017

STA: A Spatio-Temporal Thematic Analytics Framework for Urban Ground Sensing.

Guizi Chen, Liang Yu, Wee Siong Ng, Huayu Wu, Usha Nanthani Kunasegaran

Proceedings of the Advanced Data Mining and Applications - 13th International Conference, 2017

2016

Detecting Communities of Commuters: Graph Based Techniques Versus Generative Models.

Ashish Dandekar, Stéphane Bressan, Talel Abdessalem, Huayu Wu, Wee Siong Ng

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2016 Conferences, 2016

Fuzzy trajectory linking.

Huayu Wu, Mingqiang Xue, Jianneng Cao, Panagiotis Karras, Wee Siong Ng, Kee Kiat Koo

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Mercury: Metro density prediction with recurrent neural network on streaming CDR data.

Victor C. Liang, Richard T. B. Ma, Wee Siong Ng, Li Wang, Marianne Winslett, Huayu Wu, Shanshan Ying, Zhenjie Zhang

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

2015

FTT: A System for Finding and Tracking Tourists in Public Transport Services.

Huayu Wu, Jo-Anne Tan, Wee Siong Ng, Mingqiang Xue, Wei Chen

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Locating Self-Collection Points for Last-Mile Logistics Using Public Transport Data.

Huayu Wu, Dongxu Shao, Wee Siong Ng

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Predicting Home and Work Locations Using Public Transport Smart Card Data by Spectral Analysis.

Guangxia Li, Liang Yu, Wee Siong Ng, Wei Wu, Shen-Tat Goh

Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

iVizTRANS: Interactive visual learning for home and work place detection from massive public transportation data.

Liang Yu, Wei Wu, Xiaohui Li, Guangxia Li, Wee Siong Ng, See-Kiong Ng, Zhongwen Huang, Anushiya Arunan, Hui Min Watt

Proceedings of the 10th IEEE Conference on Visual Analytics Science and Technology, 2015

Flexible Data Management across XML and Relational Models: A Semantic Approach.

Huayu Wu, Tok Wang Ling, Wee Siong Ng

Proceedings of the Conceptual Modeling - 34th International Conference, 2015

2014

HipStream: A Privacy-Preserving System for Managing Mobility Data Streams.

Huayu Wu, Shili Xiang, Wee Siong Ng, Wei Wu, Mingqiang Xue

Proceedings of the IEEE 15th International Conference on Mobile Data Management, 2014

Identifying tourists from public transport commuters.

Mingqiang Xue, Huayu Wu, Wei Chen, Wee Siong Ng, Gin Howe Goh

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

A*DAX: A Platform for Cross-Domain Data Linking, Sharing and Analytics.

Narayanan Amudha, Gim Guan Chua, Eric Siew Khuan Foo, Shen-Tat Goh, Shuqiao Guo, Paul Min Chim Lim, Mun-Thye Mak, Muhammad Cassim Mahmud Munshi, See-Kiong Ng, Wee Siong Ng, Huayu Wu

Proceedings of the Database Systems for Advanced Applications, 2014

2013

R2-D2: a System to Support Probabilistic Path Prediction in Dynamic Environments via "Semi-Lazy" Learning.

Jingbo Zhou, Anthony K. H. Tung, Wei Wu, Wee Siong Ng

Proc. VLDB Endow., 2013

Sustainable Pseudo-random Number Generator.

Huafei Zhu, Wee Siong Ng, See-Kiong Ng

Proceedings of the Security and Privacy Protection in Information Processing Systems, 2013

A "semi-lazy" approach to probabilistic path prediction.

Jingbo Zhou, Anthony K. H. Tung, Wei Wu, Wee Siong Ng

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

A privacy preserving framework for managing vehicle data in road pricing systems.

Huayu Wu, Wee Siong Ng, Kian-Lee Tan, Wei Wu, Shili Xiang, Mingqiang Xue

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

2012

An Efficient Information Services-Centric Framework for Commuter.

Wee Siong Ng, Justin Cheng, XianJun Wang, Sivakumar Viswanathan

Int. J. Inf. Syst. Serv. Sect., 2012

To Taxi or Not to Taxi? - Enabling Personalised and Real-Time Transportation Decisions for Mobile Users.

Wei Wu, Wee Siong Ng, Shonali Krishnaswamy, Abhijat Sinha

Proceedings of the 13th IEEE International Conference on Mobile Data Management, 2012

Privacy Preservation in Streaming Data Collection.

Wee Siong Ng, Huayu Wu, Wei Wu, Shili Xiang, Kian-Lee Tan

Proceedings of the 18th IEEE International Conference on Parallel and Distributed Systems, 2012

PlugCloud - Scaling by Plugging a Personal Cloud Infrastructure.

Wee Siong Ng, See-Kiong Ng, Wei Wu

Proceedings of the 18th IEEE International Conference on Parallel and Distributed Systems, 2012

Limiting Disclosure for Data Streams in the Cloud.

Wee Siong Ng, Huayu Wu, Wei Wu, Shili Xiang

Proceedings of the CLOSER 2012 - Proceedings of the 2nd International Conference on Cloud Computing and Services Science, Porto, Portugal, 18, 2012

2011

Towards a privacy-aware stream data management system for cloud applications.

Wee Siong Ng, Markus Kirchberg, Stéphane Bressan, Kian-Lee Tan

Int. J. Web Grid Serv., 2011

2010

Traj Align: A Method for Precise Matching of 3-D Trajectories.

Zeyar Aung, Kelvin Sim, Wee Siong Ng

Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009

Experiences on developing SOA based mobile healthcare services.

Wee Siong Ng, Joseph Chee Ming Teo, Wee Tiong Ang, Sivakumar Viswanathan, Chen-Khong Tham

Proceedings of the 4th IEEE Asia-Pacific Services Computing Conference, 2009

Delivering visual pertinent information services for commuters.

Wee Siong Ng, Justin Cheng

Proceedings of the 4th IEEE Asia-Pacific Services Computing Conference, 2009

2008

POEMS: Peer-Based Overload Management.

Wee Siong Ng, Panos Kalnis, Kian-Lee Tan, Markus Kirchberg

Proceedings of the Web Information Systems Engineering, 2008

2006

Answering similarity queries in peer-to-peer networks.

Panos Kalnis, Wee Siong Ng, Beng Chin Ooi, Kian-Lee Tan

Inf. Syst., 2006

2004

CC-Buddy: an adaptive framework for maintaining cache coherency using peers.

Song Gao, Wee Siong Ng, Weining Qian, Aoying Zhou

Proceedings of the 13th international conference on World Wide Web, 2004

Preserving Consistency of Dynamic Data in Peer-Based Caching Systems.

Song Gao, Wee Siong Ng, Weining Qian

Proceedings of the Database and Expert Systems Applications, 15th International Conference, 2004

Efficient Range Queries and Fast Lookup Services for Scalable P2P Networks.

Chu Yee Liau, Wee Siong Ng, Yanfeng Shu, Kian-Lee Tan, Stéphane Bressan

Proceedings of the Databases, Information Systems, and Peer-to-Peer Computing, 2004

A Distributed Ranking Strategy in Peer-to-Peer Based Information Retrieval Systems.

Zhiguo Lu, Bo Ling, Weining Qian, Wee Siong Ng, Aoying Zhou

Proceedings of the Advanced Web Technologies and Applications, 2004

2003

Data Management in Peer-to-Peer Environment: A Perspective of BestPeer.

Aoying Zhou, Weining Qian, Shuigeng Zhou, Bo Ling, Linhao Xu, Wee Siong Ng, Beng Chin Ooi, Kian-Lee Tan

J. Comput. Sci. Technol., 2003

Efficient Distributed CQ Processing using Peers.

Wee Siong Ng, Beng Chin Ooi, Yanfeng Shu, Kian-Lee Tan, Wee Hyong Tok

Proceedings of the Twelfth International World Wide Web Conference - Posters, 2003

Efficient Semantic Search in Peer-to-Peer Systems.

Aoying Zhou, Bo Ling, Zhiguo Lu, Wee Siong Ng, Yanfeng Shu, Kian-Lee Tan

Proceedings of the Advances in Web-Age Information Management, 2003

PeerDB: Peering into Personal Databases.

Beng Chin Ooi, Kian-Lee Tan, Aoying Zhou, Chin Hong Goh, Yingguang Li, Chu Yee Liau, Bo Ling, Wee Siong Ng, Yanfeng Shu, Xiaoyu Wang, Ming Zhang

Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003

A General Framework for Searching in Distributed Data Repositories.

Spiridon Bakiras, Panos Kalnis, Thanasis Loukopoulos, Wee Siong Ng

Proceedings of the 17th International Parallel and Distributed Processing Symposium (IPDPS 2003), 2003

PeerDB: A P2P-based System for Distributed Data Sharing.

Wee Siong Ng, Beng Chin Ooi, Kian-Lee Tan, Aoying Zhou

Proceedings of the 19th International Conference on Data Engineering, 2003

Information Acquisition Through an Integrated Paradigm: Agent + Peer-to-Peer.

Beng Chin Ooi, Wee Siong Ng, Kian-Lee Tan, Aoying Zhou

Proceedings of the Agents and Peer-to-Peer Computing, Second International Workshop, 2003

Fuzzy Cost Modeling for Peer-to-Peer Systems.

Bo Ling, Wee Siong Ng, Yanfeng Shu, Aoying Zhou

Proceedings of the Agents and Peer-to-Peer Computing, Second International Workshop, 2003

2002

A Content-Based Resource Location Mechanism in PeerIS.

Bo Ling, Zhiguo Lu, Wee Siong Ng, Beng Chin Ooi, Kian-Lee Tan, Aoying Zhou

Proceedings of the 3rd International Conference on Web Information Systems Engineering, 2002

An adaptive peer-to-peer network for distributed caching of OLAP results.

Panos Kalnis, Wee Siong Ng, Beng Chin Ooi, Dimitris Papadias, Kian-Lee Tan

Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, 2002

BuddyWeb: A P2P-Based Collaborative Web Caching System.

Xiaoyu Wang, Wee Siong Ng, Beng Chin Ooi, Kian-Lee Tan, Aoying Zhou

Proceedings of the Web Engineering and Peer-to-Peer Computing, 2002

BestPeer: A Self-Configurable Peer-to-Peer System.

Wee Siong Ng, Beng Chin Ooi, Kian-Lee Tan

Proceedings of the 18th International Conference on Data Engineering, San Jose, CA, USA, February 26, 2002