Minqin Zhu

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

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

Venues

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)

Research topics

Machine Learning (4) Artificial Intelligence (3) Application Areas (3) Core AI (3) Knowledge & Reasoning (2) Core Methods (2) Representation (2) Healthcare & Medicine (1) Clinical (1) Learning Types (1) Reasoning (1)

Keywords

representation learning (2) counterfactual outcome (2) treatment effect estimation (2) uplift modeling (2) causal inference (2) selection bia (1) treatment effect (1) instrumental variable (1) precision medicine (1) dose-response curve (1) balancing representation (1) probability of necessity and sufficiency (1) out of distribution (1) causal factor (1) group instrumental variable (1) causal machine learning (1) collider bia (1) counterfactuals (1) bias (1) generative adversarial model (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 A Generative Approach for Treatment Effect Estimation under Collider Bias: From an Out-of-Distribution Perspective ICML 2024 Contrastive Balancing Representation Learning for Heterogeneous Dose-Response Curves Estimation AAAI 2024 Learning Instrumental Variable from Data Fusion for Treatment Effect Estimation AAAI 2023