Wee
Siong Ng (Ph.D)2024
[76] Adam Goodge, Bryan Hooi, Wee Siong Ng: When Text and Images Don’t Mix: Bias-Correcting Language-Image Similarity Scores for Anomaly Detection. BMVC 2024
[75] Ying Ying Lim, Ming Shan Hee, Xun Wei Yee, Mun-Thye Mak, Weng Kuan Yau, Xinming Sim, Wesley Tay, Wee Siong Ng, See Kiong Ng, and Roy Ka-Wei Lee: AISG’s Online Safety Prize Challenge: Detecting Harmful Social Bias in Multimodal Memes. In Companion Proceedings of the ACM Web Conference 2024
[74] From 2D to 3D: AISG-SLA Visual Localization Challenge. IJCAI 2024 (Demo)
[73] Yu Wang, Xiaoye Wang, Zaiwang Gu, Weide Liu, Wee Siong Ng, Weimin Huang, Jun Cheng: SuperJunction: Learning-Based Junction Detection for Retinal Image Registration. AAAI 2024: 292-300
2023
[72] Haodong Sun, Ng Wee Siong, Roy Lee, Chen Yanyan: LRS4DP: Location Recommendation System for Destination Prediction. IEEE International Conference on Mobile Data Management 2023
2022
[71] Adam Goodge, Bryan Hooi, See-Kiong Ng, Wee Siong Ng: ARES: Locally Adaptive Reconstruction-based Anomaly Scoring. ECML PKDD 2022
[70] Adam Goodge, Bryan Hooi, See-Kiong Ng, Wee Siong Ng: LUNAR: Unifying Local Outlier Detection Methods via Graph Neural Networks. AAAI 2022
2020
[69] Adam Goodge, Bryan Hooi, See-Kiong Ng, Wee Siong Ng: Robustness of Autoencoders for Anomaly Detection Under Adversarial Impact. IJCAI 2020: 1244-1250
2019
[68] Zhao, B., Teo, Y. S., Ng, W. S., & Ng, H. H.: Data-driven next destination prediction and ETA improvement for urban delivery fleets. IET Intelligent Transport Systems.
[67] Zhao M., Ang C. W., Zhao B., & Ng W. S.: A Tradeoff Study of Real-time Traffic Prediction Approaches for Intelligent Transportation System. IEEE International Conference on Intelligent Transportation Systems (ITSC). 27-30 October 2019. Auckland, New Zealand.
[66] Wang Y., Zhang Y. C., Zhao B., & Ng W. S.: Dynamic Origin-Destination Estimation Framework with Iterative Traffic Signal Tuning for Microscopic Traffic Simulation. IEEE International Conference on Intelligent Transportation Systems (ITSC). 27-30 October 2019. Auckland, New Zealand.
[65] Zhao, B., Teo, Y. S., Ng, W. S., & Ng, H. H.: Data Driven Next Destination and ETA Prediction for Urban Delivery Fleets. 26th Intelligent Transport Systems World Congress 2019. 21-25 October 2019. Singapore.
2018
[64] Gim Guan Chua, Paul Min Chim Lim, Mun-Thye Mak, Wee Siong Ng, Shuqiao Guo, Ang Loon Chan, Desmond Zhen Liang Chua: A Flexible Qualitative Data Analytics Dashboard. TENCON 2018: 1865-1869
[63] Zihong Yuan, Wee Siong Ng, Shen-Tat Goh, Yimin Zhou: Study of Design Method for Tangible User Interface in IoT Paradigm. TENCON 2018: 2071-2074
[62] Lifan Zhao, Shen Tat Goh and Wee Siong Ng: A Statistical Sparsity-based Method for Sensor Array Calibration. IEEE 4th World Forum on Internet of Things (WF-IoT 2018). Singapore
[61] Ang Loon Chan, Gim Guan Chua, Desmond Zhen Liang Chua, Shuqiao Guo, Paul Min Chim Lim, Mun Thye Mak and Wee Siong Ng: Practical Experience with Smart Cities Platform Design. IEEE 4th World Forum on Internet of Things (WF-IoT 2018). Singapore
2017
[60] Yon Shin Teo, Zihong Yuan, Yangfan Zhang, Valerie Phang and Wee Siong Ng: Towards a Deep Learning Powered Query Engine for Urban Planning. The 21th International Conference on Asian Language Processing (IALP 2017). Singapore
[59] Htoo Htet Aung, Shili Xiang, Paul Min Chim Lim, Guan Chua Gim, Shuqiao Guo, Ang Loon Chan, Mun Thye Mak, Wee Boon Koh, Wee Siong Ng: A*DAX-DAT: A Toolkit Framework for Big Data Analytics. IEEE TENCON 2017. Penang, Malaysia
[58] Guizi Chen, Wee Siong Ng: An Efficient Authorization Framework for Securing Industrial Internet of Things. IEEE TENCON 2017. Penang, Malaysia
[57] Guizi Chen, Huayu Wu, Wee Siong Ng, Liang Yu, Usha Nanthani Kunasegaran: STA: a Spatio-temporal Thematic Analytics Framework for Urban Ground Sensing. International Conference on Advanced Data Mining and Applications (ADMA) 2017, Singapore
[56] 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: A Cloud-Based Stream Processing Platform for Traffic Monitoring Using Large-Scale Probe Vehicle Data. IEEE Wireless Communications and Networking Conference 2017, San Francisco, CA
2016
[55] Ashish Dandekar, Stéphane Bressan, Talel Abdessalem, Huayu Wu, Wee Siong Ng: Detecting Communities of Commuters: Graph Based Techniques Versus Generative Models.OTM Conferences 2016: 485-502
[54] Huayu Wu, Mingqiang Xue, Jianneng Cao, Wee Siong Ng, Panagiotis Karras and Kee Kiat Koo: Fuzzy Trajectory Linking. IEEE 32nd International Conference on Data Engineering (ICDE): 859-870, Helsinki, Finland
[53] Victor C. Liang, Richard T. B. Ma, Wee Siong Ng, Li Wang, Marianne Winslett, Huayu Wu, Shanshan Ying and Zhenjie Zhang: Mercury: Metro Density Prediction with Recurrent Neural Network on Streaming CDR Data. IEEE 32nd International Conference on Data Engineering (ICDE) Demo Track:1374-1377, Helsinki, Finland
2015
[52] Liang Yu, Wei Wu, Xiaohui Li, Guangxia Li, Wee Siong Ng, See-Kiong Ng, Zhongwen Huang, Anushiya Arunan, Hui Min Watt: iVizTRANS: Interactive Visual Learning for Home and Work Place Detection from Massive Public Transportation Data. The IEEE Conference on Visual Analytics Science and Technology (IEEE VAST 2015), Chicago, Illinois, USA
[51] Guangxia Li, Yu Liang, Wu Wei, Wee Siong Ng and Shen Tat Goh: Predicting Home and Work Locations Using Public Transport Smart Card Data by Spectral Analysis. The 34th International Conference on Conceptual Modeling. The 18th IEEE Intelligent Transportation Systems Conference (ITSC 2015), Canary Islands, Spain
[50] Huayu Wu, Tokwang Ling and Wee Siong Ng: Flexible Data Management across XML and Relational Models: a Semantic Approach. The 34th International Conference on Conceptual Modeling (ER 2015), Stockholm, Sweden
[49] Huayu Wu, Jo-Anne Tan, Wee Siong Ng, Mingqiang Xue and Wei Chen: FTT: a System for Finding and Tracking Tourists in Public Transport Services. SIGMOD 2015, Demo Track, Melbourne, Australia
[48] Huayu Wu, Dongxu Shou and Wee Siong Ng: Locating Self-collection Points for Last-mile Logistics using Public Transport Data. The 19th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2015), Ho Chi Minh City, Vietnam
[47] Robert de Souza, Lindawati, Shuang Qin, Huayu Wu and Wee Siong Ng: Optimizing The Last Mile Deliveries using Collection-and-delivery Points for e-Commerce. The 7th Global Supply Chain Management Conference (GSCMC 2015), Hangzhou, China
[46] Robert de Souza, Hoong Chuin Lau, Mark Goh, Wee Siong Ng, Puay Siew Tan and Lindawati: Retail Precinct Management: A Case of Commercial Decentralization in Singapore. The 9th International Conference on City Logistics 2015, Canary Islands, Spain
2014
[45] See-Kiong Ng and Wee Siong Ng: A*DAX: Data Analytics Platform for Smart Cities. Smart City Expo World Congress 2014
[44] Mingqiang Xue, Huayu Wu, Wei Chen, Wee Siong Ng, Gin Howe Goh: Identifying Tourists from Public Transport Commuters. KDD 2014
[43] Huayu Wu, Shili Xiang, Wee Siong Ng and Wei Wu: HipStream: A Privacy-preserving System for Managing Mobility Data Streams (Demo). MDM 2014
[42] See-Kiong Ng, Wee Siong Ng, Paul Lim and Shaowei Lin: Tutorial on Sensing and Sense-making Architectures for the Urban Superorganism. The IEEE Ninth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), 2014
[41] Liang Yu, Joanne Cheong Pui Yee, Wee Siong Ng, Paul Lim Min Chim, See-Kiong Ng: SINGAPORE-IN-MOTION: More Data Lead to Better Understanding. ITS World Congress, 2014[40] Paul Min Chim Lim, See-Kiong Ng, Wee Siong Ng, Huayu Wu and Alan Quek Ming Huat: A*DAX for Transport Data Management, Sharing And Analytics. ITS World Congress, 2014
[39] Lingsha Meng, Huayu Wu, Wee Siong Ng and Mingqiang Xue: Forecasting E-Commerce Sales for Better Supply Chain Management and Logistics Planning. The 19th International Symposium on Logistics, 2014
[38] 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: A*DAX: A Platform for Cross-domain Data Linking, Sharing and Analytics. The 19th International Conference on Database Systems for Advanced Applications, DASFAA 2014
[37] Liang Yu, Joanne Cheong Pui Yee, Wee Siong Ng, Shili Xiang: Data Fusion Using Stationary Detection And Roaming Vehicles Based On Speed Simulation. The 13th ITS Asia Pacific Forum, 2014
2013
[36] Jingbo Zhou, Anthony K. H. Tung, Wei Wu, Wee Siong Ng: R2-D2: A System to Support Probabilistic Path Prediction in Dynamic Environments. VLDB 2013, Demo Track.
[35] Jingbo Zhou, Anthony K. H. Tung, Wei Wu, Wee Siong Ng: A "semi-lazy" approach to probabilistic path prediction. KDD 2013: 748-756
[34] Huayu Wu, Wee Siong Ng, Kian-Lee Tan, Wei Wu, Shili Xiang, Mingqiang Xue: A privacy preserving framework for managing vehicle data in road pricing systems. KDD 2013: 1427-1435
[33] Huafei Zhu, Wee Siong Ng, See-Kiong Ng: Sustainable Pseudo-random Number Generator. SEC 2013: 139-147
[32] Robert de Souza, Mark Goh, Hoong-Chuin Lau, Wee Siong Ng, Puay-Siew Tan: “Collaborative Urban Logistics - Synchronizing The Last Mile A Singapore Research Perspective.The 8th International Conference on City Logistics (City Logistics 2013), Bali, Indonesia
2012
[31] Wee Siong Ng, Justin Cheng, XianJun Wang, Sivakumar Viswanathan: An Efficient Information Services-Centric Framework for Commuter.IJISSS 4(1): 22-39 (2012)
[30] Wee Siong Ng, Huayu Wu, Wei Wu, Shili Xiang: Limiting Disclosure for Data Streams in the Cloud. CLOSER 2012: 574-579
[29] Wee Siong Ng, Huayu Wu, Wei Wu, Shili Xiang, Kian-Lee Tan: Privacy Preservation in Streaming Data Collection. ICPADS 2012: 810-815
[28] Wee Siong Ng, See-Kiong Ng, Wei Wu: PlugCloud - Scaling by Plugging a Personal Cloud Infrastructure. ICPADS 2012: 856-861
[27] Wei Wu, Wee Siong Ng, Shonali Krishnaswamy, Abhijat Sinha: To Taxi or Not to Taxi? - Enabling Personalised and Real-Time Transportation Decisions for Mobile Users (Demo). MDM 2012: 320-323
2011
[26] Wee Siong Ng, Markus Kirchberg, St¨¦phane Bressan, Kian-Lee Tan: Towards a privacy-aware stream data management system for cloud applications. IJWGS 7(3): 246-267, 2011
2010
[25] Zeyar Aung, Kelvin Sim, Wee Siong Ng: Traj Align: A Method for Precise Matching of 3-D Trajectories. ICPR 2010: 3818-3821
2009
[24] Wee Siong Ng, Justin Cheng: Delivering visual pertinent information services for commuters. APSCC 2009: 325-331
[23] Wee Siong Ng, Joseph Chee Ming Teo, Wee Tiong Ang, Sivakumar Viswanathan, Chen-Khong Tham: Experiences on developing SOA based mobile healthcare services. APSCC 2009: 498-501
2008
[22] Wee Siong Ng, Panos Kalnis, Kian-Lee Tan, Markus Kirchberg: POEMS: Peer-Based Overload Management. WISE 2008: 350-365
2006
[21] Panos Kalnis, Wee Siong Ng, Beng Chin Ooi, Kian-Lee Tan: Answering similarity queries in peer-to-peer networks. Inf. Syst. 31(1): 57-72 (2006)
2005
[20] Wee Siong Ng, Beng Chin Ooi, Aris M. Ouksel, Claudio Sartori (Eds.): Databases, Information Systems, and Peer-to-Peer Computing - Second International Workshop, DBISP2P 2004, Toronto, Canada, August 29-30, 2004, Revised Selected Papers. Lecture Notes in Computer Science 3367, Springer 2005, ISBN 3-540-25233-9
2004
[19] Zhiguo Lu, Bo Ling, Weining Qian, Wee Siong Ng, Aoying Zhou: A Distributed Ranking Strategy in Peer-to-Peer Based Information Retrieval Systems. APWeb 2004: 279-284
[18] Chu Yee Liau, Wee Siong Ng, Yanfeng Shu, Kian-Lee Tan, St¨¦phane Bressan: Efficient Range Queries and Fast Lookup Services for Scalable P2P Networks. DBISP2P 2004: 93-106
[17] Song Gao, Wee Siong Ng, Weining Qian: Preserving Consistency of Dynamic Data in Peer-Based Caching Systems. DEXA 2004: 622-633
[16] Song Gao, Wee Siong Ng, Weining Qian, Aoying Zhou: CC-Buddy: an adaptive framework for maintaining cache coherency using peers.WWW (Alternate Track Papers & Posters) 2004: 330-331
[15] Panos Kalnis, Wee Siong Ng, Beng Chin Ooi, Kian-Lee Tan: Answering similarity queries in peer-to-peer networks. WWW (Alternate Track Papers & Posters) 2004: 482-483
[14] C.Y. Dai, B. Ling, W.S. Ng and A.Y. Zhou: Active Peer Clustering in the P2P Systems of Two-Layer Architecture. The Fifth Intl. Conference on Web-Age Information Management (WAIM), 2004.
2003
[13] Aoying Zhou, Weining Qian, Shuigeng Zhou, Bo Ling, Linhao Xu, Wee Siong Ng, Beng Chin Ooi, Kian-Lee Tan: Data Management in Peer-to-Peer Environment: A Perspective of BestPeer. J. Comput. Sci. Technol. 18(4): 452-461, 2003
[12] Beng Chin Ooi, Wee Siong Ng, Kian-Lee Tan, Aoying Zhou: Information Acquisition Through an Integrated Paradigm: Agent + Peer-to-Peer. AP2PC 2003: 1-12
[11] Bo Ling, Wee Siong Ng, Yanfeng Shu, Aoying Zhou: Fuzzy Cost Modeling for Peer-to-Peer Systems. AP2PC 2003: 138-143
[10] Wee Siong Ng, Beng Chin Ooi, Kian-Lee Tan, Aoying Zhou: PeerDB: A P2P-based System for Distributed Data Sharing. ICDE 2003: 633-644
[9] Spiridon Bakiras, Panos Kalnis, Thanasis Loukopoulos, Wee Siong Ng: A General Framework for Searching in Distributed Data Repositories. IPDPS 2003: 34
[8] 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: PeerDB: Peering into Personal Databases. SIGMOD Conference 2003: 659
[7] Aoying Zhou, Bo Ling, Zhiguo Lu, Wee Siong Ng, Yanfeng Shu, Kian-Lee Tan: Efficient Semantic Search in Peer-to-Peer Systems. WAIM 2003: 278-289
[6] Wee Siong Ng, Beng Chin Ooi, Yanfeng Shu, Kian-Lee Tan, Wee Hyong Tok: Efficient Distributed CQ Processing using Peers. WWW (Posters) 2003
2002
[5] A.Y Zhou, W.N. Qian, B. Ling, L.H. Xu, X.Y. Wang, S.G. Zhou, W.S Ng, B.C. Ooi, K.L Tan: Towards Data Management in Peer-to-Peer Environments: A Perspective of BestPeer. International Workshop on Grid and Cooperative Computing (GCC), 2002
[4] Wee Siong Ng, Beng Chin Ooi, Kian-Lee Tan: BestPeer: A Self-Configurable Peer-to-Peer System. ICDE 2002: 272
[3] Xiaoyu Wang, Wee Siong Ng, Beng Chin Ooi, Kian-Lee Tan, Aoying Zhou: BuddyWeb: A P2P-Based Collaborative Web Caching System.NETWORKING Workshops 2002: 247-251
[2] Panos Kalnis, Wee Siong Ng, Beng Chin Ooi, Dimitris Papadias, Kian-Lee Tan: An adaptive peer-to-peer network for distributed caching of OLAP results. SIGMOD Conference 2002: 25-36
[1] Bo Ling, Zhiguo Lu, Wee Siong Ng, Beng Chin Ooi, Kian-Lee Tan, Aoying Zhou: A Content-Based Resource Location Mechanism in PeerIS.WISE 2002: 279-290