Minqin Zhu

5 papers · 2023–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICML (3) AAAI (2)

Top co-authors

Anpeng Wu (5) Kun Kuang (4) Ruoxuan Xiong (3) Fei Wu (3) Bo Li (2) Haoxuan Li (2) Baohong Li (2) Zexu Sun (2) Hao Yang (1) Zhihua Wang (1)

Keywords

causal inference (2) representation learning (2) data fusion (1) treatment effect estimation (1) treatment effect (1) instrumental variable (1) precision medicine (1) dose-response curve (1) counterfactual outcome (1) balancing representation (1) group instrumental variable (1) causal machine learning (1)

Papers

Invariant Deep Uplift Modeling for Incentive Assignment in Online Marketing via Probability of Necessity and Sufficiency ICML 2025

Rethinking Causal Ranking: A Balanced Perspective on Uplift Model Evaluation ICML 2025

Contrastive Balancing Representation Learning for Heterogeneous Dose-Response Curves Estimation AAAI 2024

A Generative Approach for Treatment Effect Estimation under Collider Bias: From an Out-of-Distribution Perspective ICML 2024

Learning Instrumental Variable from Data Fusion for Treatment Effect Estimation AAAI 2023