Shih-Fen Cheng

Associate Professor, Singapore Management University

Joined

July 2019

Names

Shih-Fen Cheng

Emails

****@smu.edu.sg (Confirmed)

Personal Links

Career & Education History

Associate Professor

Singapore Management University (smu.edu.sg)

2006 – Present

Advisors, Relations & Conflicts

PhD Advisor

Michael Wellman

2001 – 2006

PhD Advisor

Robert L Smith

2001 – 2006

Expertise

No areas of expertise listed

Publications

Imitating Cost Constrained Behaviors in Reinforcement Learning
Qian Shao, Pradeep Varakantham, Shih-Fen Cheng
- ICAPS 2024
- Readers: Everyone
Strategic Planning for Flexible Agent Availability in Large Taxi Fleets
Rajiv Ranjan Kumar, Pradeep Varakantham, Shih-Fen Cheng
- Published: 01 Jan 2023, Last Modified: 15 May 2023
- CoRR 2023
- Readers: Everyone
Improving Quantal Cognitive Hierarchy Model Through Iterative Population Learning
Yuhong Xu, Shih-Fen Cheng, Xinyu Chen
- Published: 01 Jan 2023, Last Modified: 15 May 2023
- CoRR 2023
- Readers: Everyone
Preference-Aware Delivery Planning for Last-Mile Logistics
Qian Shao, Shih-Fen Cheng
- Published: 01 Jan 2023, Last Modified: 15 May 2023
- CoRR 2023
- Readers: Everyone
Multiscale Generative Models: Improving Performance of a Generative Model Using Feedback from Other Dependent Generative Models
Changyu Chen, Avinandan Bose, Shih-Fen Cheng, Arunesh Sinha
- Published: 01 Jan 2022, Last Modified: 09 May 2023
- AAAI 2022
- Readers: Everyone
Taxi travel time based Geographically Weighted Regression Model (GWR) for modeling public housing prices in Singapore
Yi'an Wang, Fangyi Cai, Shih-Fen Cheng, Bo Wu, Kai Cao
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- Geoinformatics 2022
- Readers: Everyone
A Carbon-Aware Planning Framework for Production Scheduling in Mining
Nurul Asyikeen Binte Azhar, Aldy Gunawan, Shih-Fen Cheng, Erwin Leonardi
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- ICCL 2022
- Readers: Everyone
Multiscale Generative Models: Improving Performance of a Generative Model Using Feedback from Other Dependent Generative Models
Changyu Chen, Avinandan Bose, Shih-Fen Cheng, Arunesh Sinha
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- CoRR 2022
- Readers: Everyone
Adaptive Operating Hours for Improved Performance of Taxi Fleets
Rajiv Ranjan Kumar, Pradeep Varakantham, Shih-Fen Cheng
- Published: 01 Jan 2021, Last Modified: 15 May 2023
- AAMAS 2021
- Readers: Everyone
A Lagrangian Column Generation Approach for the Probabilistic Crowdsourced Logistics Planning
Chung-Kyun Han, Shih-Fen Cheng
- Published: 01 Jan 2021, Last Modified: 15 May 2023
- CASE 2021
- Readers: Everyone

View all 61 publications

Co-Authors

View all 72 co-authors