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Zeqin Yang

5 papers · 2024–2025 · 3 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

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver

Venues

ICML (3) AAAI (1) IJCAI (1)

Top co-authors

Ruichu Cai (5) Weilin Chen (4) Yuguang Yan (4) Zhifeng Hao (4) Hao Zhou (2) Zijian Li (2) Junjie Wan (1) Peng Zhen (1) Haolin Yang (1) Zongyu Li (1)

Research topics

Machine Learning (4) Artificial Intelligence (3) Mathematics & Optimization (3) Core AI (3) Optimization (3) Knowledge & Reasoning (2) Core Methods (2) Reasoning (2) Application Areas (1) Learning Types (1) Optimization & Theory (1)

Keywords

optimal transport (3) confounding bia (3) causal effect estimation (2) treatment effect (2) causal inference (2) treatment effect estimation (1) distribution alignment (1) observational data (1) latent confounder (1) sample weighting (1) double robustness (1) doubly robust (1) latent representation learning (1) confounder balancing (1) balanced representation (1) neural network (1) targeted learning (1) long-term effect (1) wasserstein discrepancy (1) networked interference (1)

Papers

Long-Term Individual Causal Effect Estimation via Identifiable Latent Representation Learning IJCAI 2025 Reducing Confounding Bias without Data Splitting for Causal Inference via Optimal Transport ICML 2025 Doubly Robust Causal Effect Estimation under Networked Interference via Targeted Learning ICML 2024 Exploiting Geometry for Treatment Effect Estimation via Optimal Transport AAAI 2024 Reducing Balancing Error for Causal Inference via Optimal Transport ICML 2024