Shengfei Lyu

Joined

May 2022

Names

Shengfei Lyu (Preferred)

Emails

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

,

****@mail.ustc.edu.cn (Confirmed)

Personal Links

Career & Education History

Researcher

Nanyang Technological University (ntu.edu.sg)

2021 – 2025

PhD student

University of Science and Technology of China (ustc.edu.cn)

2015 – 2020

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Target-Driven Policy Optimization for Sequential Counterfactual Outcome Control
Xin Wang, Xiangyu Zhang, Shengfei Lyu, Huanhuan Chen
- Submitted to ICLR 2026
- Readers: Everyone
Variational Counterfactual Intervention Planning to Achieve Target Outcomes
Xin Wang, Shengfei Lyu, Chi Luo, Xiren Zhou, Huanhuan Chen
- ICML 2025 poster
- Readers: Everyone
Temporal Adaptive Convolutional Intervention Network for Counterfactual Estimation: A Domain Generalization Perspective
Xin Wang, Chi Luo, Shengfei Lyu, Xingjian Lin, Huanhuan Chen
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
A Dual-module Framework for Counterfactual Estimation over Time
Xin Wang, Shengfei Lyu, Lishan Yang, Yibing Zhan, Huanhuan Chen
- ICML 2024 Poster
- Readers: Everyone
Generalization Bounds for Estimating Causal Effects of Continuous Treatments
Xin Wang, Shengfei Lyu, Xingyu Wu, Tianhao Wu, Huanhuan Chen
- Published: 31 Oct 2022, Last Modified: 10 Oct 2022
- NeurIPS 2022 Accept
- Readers: Everyone

Co-Authors