Wen-Bo Du

4 papers · 2024–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

ICML (3) NeurIPS (1)

Top co-authors

Zhi-Hua Zhou (4) Tian-Zuo Wang (4) Lue Tao (1) Hao-Yi Lei (1) Tian Qin (1)

Research topics

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

Keywords

maximal ancestral graph (2) rehearsal learning (2) markov equivalence class (2) local structure (1) causal intervention (1) causal relation (1) latent confounder (1) quadratically constrained quadratic program (1) selection variable (1) decision optimization (1) polynomial delay (1) influence relation (1) recursive (1) auf problem (1) care condition (1) projection-newton algorithm (1) locally complete orientation rules (1) closed-form solution (1) singleton background knowledge (1) superlinear convergence (1)

Papers

Enabling Optimal Decisions in Rehearsal Learning under CARE Condition ICML 2025 Polynomial-Delay MAG Listing with Novel Locally Complete Orientation Rules ICML 2025 An Efficient Maximal Ancestral Graph Listing Algorithm ICML 2024 Avoiding Undesired Future with Minimal Cost in Non-Stationary Environments NeurIPS 2024