Curriculum vitae
Qianyi Chen
Ph.D. Candidate · Management Science and Engineering
School of Economics and Management · Tsinghua University
Education
Ph.D. Candidate in Management Science and Engineering
School of Economics and Management · Advisor: Prof. Bo Li
B.Eng. in Industrial Engineering
Minor in Data Science and Engineering
Research interests
Causal inference, network experiments, uncertainty quantification, conformal prediction, and performative policy learning.
Publications & Preprints
Just Ramp-Up: Debiasing Regression-Based Causal Estimation under Network Interference
Qianyi Chen, Bo Li
The 40th Annual Conference on Neural Information Processing Systems
Colorful Pinball: Density-Weighted Quantile Regression for Conditional Guarantee of Conformal Prediction
Qianyi Chen, Bo Li
Journey to the Centre of Cluster: Harnessing Interior Nodes for A/B Testing under Network Interference
Qianyi Chen, Anpeng Wu, Bo Li, Lu Deng, Yong Wang
How Synthetic Labels Improve Conformal Prediction: A Perspective on Conditional Coverage
Qianyi Chen, Bo Li
Under review
COSTA: Covariance-Optimized Design and Causal Inference under Network-Temporal Interference
Qianyi Chen, Bo Li, Yongli Qin, Jinyong Ma
Practical Performative Policy Learning with Strategic Agents
Qianyi Chen, Ying Chen, Bo Li
Optimized Covariance Design for A/B Test on Social Network under Interference
Qianyi Chen, Bo Li, Lu Deng, Yong Wang
Industry experience
Tencent · WeChat Group
Research Intern, Algorithm Developer · Remote
ByteDance · Data
Machine Learning Algorithm Engineer Intern
Academic service
NeurIPS (2024–2025), ICLR (2025–2026), ICML (2025–2026), AISTATS (2024)
Teaching Assistant, Probability and Statistics, Tsinghua University (Fall 2022–2025), working with Prof. Bo Li and Prof. Xiaojie Mao