Xiang Meng

12 papers A* 4A 1Journal 7
YearRankTypeTitle / Venue / Authors
2024 A* conf
ALPS: Improved Optimization for Highly Sparse One-Shot Pruning for Large Language Models.
NeurIPS
Xiang Meng, Kayhan Behdin, Haoyue Wang, Rahul Mazumder
2024 J jnl
ALPS: Improved Optimization for Highly Sparse One-Shot Pruning for Large Language Models.
CoRR
Xiang Meng, Kayhan Behdin, Haoyue Wang, Rahul Mazumder
2024 A conf
FALCON: FLOP-Aware Combinatorial Optimization for Neural Network Pruning.
AISTATS
Xiang Meng, Wenyu Chen, Riade Benbaki, Rahul Mazumder
2024 J jnl
FALCON: FLOP-Aware Combinatorial Optimization for Neural Network Pruning.
CoRR
Xiang Meng, Wenyu Chen, Riade Benbaki, Rahul Mazumder
2024 A* conf
OSSCAR: One-Shot Structured Pruning in Vision and Language Models with Combinatorial Optimization.
ICML
Xiang Meng, Shibal Ibrahim, Kayhan Behdin, Hussein Hazimeh, Natalia Ponomareva, Rahul Mazumder
2024 J jnl
OSSCAR: One-Shot Structured Pruning in Vision and Language Models with Combinatorial Optimization.
CoRR
Xiang Meng, Shibal Ibrahim, Kayhan Behdin, Hussein Hazimeh, Natalia Ponomareva, Rahul Mazumder
2023 J jnl
An exact penalty approach for optimization with nonnegative orthogonality constraints.
Math. Program.
Bo Jiang, Xiang Meng, Zaiwen Wen, Xiaojun Chen
2023 A* conf
Fast as CHITA: Neural Network Pruning with Combinatorial Optimization.
ICML
Riade Benbaki, Wenyu Chen, Xiang Meng, Hussein Hazimeh, Natalia Ponomareva, Zhe Zhao, Rahul Mazumder
2023 J jnl
Fast as CHITA: Neural Network Pruning with Combinatorial Optimization.
CoRR
Riade Benbaki, Wenyu Chen, Xiang Meng, Hussein Hazimeh, Natalia Ponomareva, Zhe Zhao, Rahul Mazumder
2022 A* conf
Quant-BnB: A Scalable Branch-and-Bound Method for Optimal Decision Trees with Continuous Features.
ICML
Rahul Mazumder, Xiang Meng, Haoyue Wang
2022 J jnl
Quant-BnB: A Scalable Branch-and-Bound Method for Optimal Decision Trees with Continuous Features.
CoRR
Rahul Mazumder, Xiang Meng, Haoyue Wang
2019 J jnl
Robust Control Optimization for Quantum Approximate Optimization Algorithm.
CoRR
Yulong Dong, Xiang Meng, Lin Lin, Robert Kosut, K. Birgitta Whaley