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Wenli Ouyang

4 papers · 2024–2025 · 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

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

ICLR (2) ICML (2)

Top co-authors

Junchi Yan (4) Yong Sun (2) Hao Yuan (2) Ziao Guo (2) Liming Gong (2) Changwen Zhang (2) Chang Liu (1) Zhichen Dong (1) Donghui Chen (1) Chenchen Fan (1)

Research topics

Mathematics & Optimization (4) Optimization (4) Machine Learning (3) Learning Types (2) Deep Learning (1) Optimization & Theory (1) Techniques (1)

Keywords

branch and bound (2) mixed integer programming (2) attention mechanism (1) policy learning (1) structure preserving (1) large neighborhood search (1) sampling module (1) sample augmentation (1) hardness (1) constraints (1) diffusion-based (1) feasibility (1) grouping (1) instances (1) milp (1) selection (1) boundedness (1) reinforcement learning (1) milp-fbgen (1) imitation learning (1)

Papers

BTBS-LNS: Binarized-Tightening, Branch and Search on Learning LNS Policies for MIP ICLR 2025 ACM-MILP: Adaptive Constraint Modification via Grouping and Selection for Hardness-Preserving MILP Instance Generation ICML 2024 MILP-FBGen: LP/MILP Instance Generation with Feasibility/Boundedness ICML 2024 Towards Imitation Learning to Branch for MIP: A Hybrid Reinforcement Learning based Sample Augmentation Approach ICLR 2024