Jimmy Lee

5 papers · 2019–2023 · 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

Jump to papers ↓

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

Venues

IJCAI (2) NeurIPS (2) AAAI (1)

Top co-authors

Jasper Lee (2) Xinyi Hu (2) Minghao Yin (1) He Mi (1) Xuming Huang (1) Hongbo Li (1) Allen Zhong (1) Allen Z. Zhong (1)

Research topics

Mathematics & Optimization (4) Optimization (4) Machine Learning (3) Optimization & Theory (3) Artificial Intelligence (2) Computer Science (1) Core AI (1) Foundations (1) Learning Paradigms (1) Learning Types (1)

Keywords

constraint optimization (2) decision making (1) constrained optimization (1) constraint satisfaction (1) parameter prediction (1) recursive algorithm (1) end-to-end training (1) approximation guarantee (1) iterative algorithm (1) branch-and-bound search (1) optimal solution (1) dominance breaking (1) nogood generation (1) dominance relation (1) frequent pattern mining (1) search tree (1) symmetry breaking (1) mixed integer linear program (1) predict and optimize (1) combinatorial optimization (1)

Papers

Two-Stage Predict+Optimize for MILPs with Unknown Parameters in Constraints NeurIPS 2023 Branch & Learn for Recursively and Iteratively Solvable Problems in Predict+Optimize NeurIPS 2022 Automatic Dominance Breaking for a Class of Constraint Optimization Problems IJCAI 2020 Finding Good Subtrees for Constraint Optimization Problems Using Frequent Pattern Mining AAAI 2020 DoubleLex Revisited and Beyond IJCAI 2019