| 2024 | NAACL | Efficiently Distilling LLMs for Edge Applications. | Achintya Kundu, Fabian Lim, Aaron Chew, Laura Wynter, Penny Chong, Rhui Dih Lee |
| 2023 | DSAA | Are GNNs the Right Tool to Mine the Blockchain? The Case of the Bitcoin Generator Scam. | Zhikun Yuen, Paula Branco, Aaron Chew, Guy-Vincent Jourdan, Fabian Lim, Laura Wynter |
| 2023 | ICDM | Multimodal Deep Learning with Boosted Trees for Edge Inference. | Penny Chong, Laura Wynter, Bharathi Chaudhury |
| 2022 | ICML | Order Constraints in Optimal Transport. | Fabian Lim, Laura Wynter, Shiau Hong Lim |
| 2022 | NAACL | Q2R: A Query-to-Resolution System for Natural-Language Queries. | Shiau Hong Lim, Laura Wynter |
| 2022 | UAI | Neural-progressive hedging: Enforcing constraints in reinforcement learning with stochastic programming. | Supriyo Ghosh, Laura Wynter, Shiau Hong Lim, Duc Thien Nguyen |
| 2019 | CVPR | A Probabilistic Model of the Bitcoin Blockchain. | Marc Jourdan, Sebastien Blandin, Laura Wynter, Pralhad Deshpande |
| 2019 | ICDM | Combining Micro and Macro Features for Online Pattern-of-Life Movement Prediction. | Shiau Hong Lim, Hasan Poonawala, Laura Wynter |
| 2019 | IJCAI | Towards Robust ResNet: A Small Step but a Giant Leap. | Jingfeng Zhang, Bo Han, Laura Wynter, Bryan Kian Hsiang Low, Mohan S. Kankanhalli |
| 2018 | ICDM | Characterizing Entities in the Bitcoin Blockchain. | Marc Jourdan, Sebastien Blandin, Laura Wynter, Pralhad Deshpande |
| 2018 | ICDM | Robust Commuter Movement Inference from Connected Mobile Devices. | Baoyang Song, Hasan Poonawala, Laura Wynter, Sebastien Blandin |
| 2016 | KDD | Singapore in Motion: Insights on Public Transport Service Level Through Farecard and Mobile Data Analytics. | Hasan Poonawala, Vinay Kolar, Sebastien Blandin, Laura Wynter, Sambit Sahu |
| 2014 | ICDM | Analysis and Real-Time Prediction of Local Incident Impact on Transportation Networks. | Yuye He, Sebastien Blandin, Laura Wynter, Barry M. Trager |
| 2013 | IJCAI | Improving Traffic Prediction with Tweet Semantics. | Jingrui He, Wei Shen, Phani Divakaruni, Laura Wynter, Rick Lawrence |
| 2012 | FUSION | Real-time road traffic fusion and prediction with GPS and fixed-sensor data. | Wei Shen, Laura Wynter |
| 2010 | ICDM | Ensemble-Based Method for Task 2: Predicting Traffic Jam. | Jingrui He, Qing He, Grzegorz Swirszcz, Yiannis Kamarianakis, Rick Lawrence, Wei Shen, Laura Wynter |
| 2010 | ICDM | Traffic Velocity Prediction Using GPS Data: IEEE ICDM Contest Task 3 Report. | Wei Shen, Yiannis Kamarianakis, Laura Wynter, Jingrui He, Qing He, Rick Lawrence, Grzegorz Swirszcz |
| 2006 | ICDCS | Autonomic Management of Stream Processing Applications via Adaptive Bandwidth Control. | Dimitrios E. Pendarakis, Jeremy Silber, Laura Wynter |
| 2004 | CCGRID | Dynamic offloading in a multi-provider environment: a behavioral framework for use in influencing peering. | Zhen Liu, Vishal Misra, Laura Wynter |
| 2004 | Networking | Performance Planning, Quality-of-Service, and Pricing under Competition. | Corinne Touati, Parijat Dube, Laura Wynter |
| 2004 | SIGMETRICS | Parameter inference of queueing models for IT systems using end-to-end measurements. | Laura Wynter, Cathy H. Xia, Fan Zhang |