Jimmy Lee

5 papers · 2019–2023 · 3 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (3) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird

Conferences

IJCAI (2) NIPS (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)

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 NIPS 2023

Branch & Learn for Recursively and Iteratively Solvable Problems in Predict+Optimize NIPS 2022

Finding Good Subtrees for Constraint Optimization Problems Using Frequent Pattern Mining AAAI 2020

Automatic Dominance Breaking for a Class of Constraint Optimization Problems IJCAI 2020

DoubleLex Revisited and Beyond IJCAI 2019