| 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 | ICDM | Combining Micro and Macro Features for Online Pattern-of-Life Movement Prediction. | Shiau Hong Lim, Hasan Poonawala, Laura Wynter |
| 2019 | ICML | Kernel-Based Reinforcement Learning in Robust Markov Decision Processes. | Shiau Hong Lim, Arnaud Autef |
| 2018 | AISTATS | Labeled Graph Clustering via Projected Gradient Descent. | Shiau Hong Lim, Gregory Calvez |
| 2015 | ICML | A Convex Optimization Framework for Bi-Clustering. | Shiau Hong Lim, Yudong Chen, Huan Xu |
| 2014 | ICML | Weighted Graph Clustering with Non-Uniform Uncertainties. | Yudong Chen, Shiau Hong Lim, Huan Xu |
| 2011 | ALT | Models for Autonomously Motivated Exploration in Reinforcement Learning - (Extended Abstract). | Peter Auer, Shiau Hong Lim, Chris Watkins |
| 2011 | DIS | Models for Autonomously Motivated Exploration in Reinforcement Learning. | Peter Auer, Shiau Hong Lim, Chris Watkins |
| 2011 | UAI | Noisy Search with Comparative Feedback. | Shiau Hong Lim, Peter Auer |
| 2007 | IJCAI | Explanation-Based Feature Construction. | Shiau Hong Lim, Li-Lun Wang, Gerald DeJong |