Robust Control Optimization for Quantum Approximate Optimization Algorithm. - Yulong Dong; Xiang Meng 004; Lin Lin; Robert Kosut; K. Birgitta Whaley (CoRR, 2019)

Quant-BnB: A Scalable Branch-and-Bound Method for Optimal Decision Trees with Continuous Features. - Rahul Mazumder; Xiang Meng 004; Haoyue Wang (ICML, 2022)

Fast as CHITA: Neural Network Pruning with Combinatorial Optimization. - Riade Benbaki; Wenyu Chen 003; Xiang Meng 004; Hussein Hazimeh 001; Natalia Ponomareva 001; Zhe Zhao 001; Rahul Mazumder (ICML, 2023)

An exact penalty approach for optimization with nonnegative orthogonality constraints. - Bo Jiang 010; Xiang Meng 004; Zaiwen Wen; Xiaojun Chen (Math. Program., 2023)

FALCON: FLOP-Aware Combinatorial Optimization for Neural Network Pruning. - Xiang Meng 004; Wenyu Chen 003; Riade Benbaki; Rahul Mazumder (AISTATS, 2024)

OSSCAR: One-Shot Structured Pruning in Vision and Language Models with Combinatorial Optimization. - Xiang Meng 004; Shibal Ibrahim; Kayhan Behdin; Hussein Hazimeh 001; Natalia Ponomareva 001; Rahul Mazumder (ICML, 2024)

ALPS: Improved Optimization for Highly Sparse One-Shot Pruning for Large Language Models. - Xiang Meng 004; Kayhan Behdin; Haoyue Wang; Rahul Mazumder (NeurIPS, 2024)