Xiang Meng

According to our database, Xiang Meng authored at least 7 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

ALPS: Improved Optimization for Highly Sparse One-Shot Pruning for Large Language Models.

Xiang Meng, Kayhan Behdin, Haoyue Wang, Rahul Mazumder

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

OSSCAR: One-Shot Structured Pruning in Vision and Language Models with Combinatorial Optimization.

Xiang Meng, Shibal Ibrahim, Kayhan Behdin, Hussein Hazimeh, Natalia Ponomareva, Rahul Mazumder

Proceedings of the Forty-first International Conference on Machine Learning, 2024

FALCON: FLOP-Aware Combinatorial Optimization for Neural Network Pruning.

Xiang Meng, Wenyu Chen, Riade Benbaki, Rahul Mazumder

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

An exact penalty approach for optimization with nonnegative orthogonality constraints.

Bo Jiang, Xiang Meng, Zaiwen Wen, Xiaojun Chen

Math. Program., March, 2023

Fast as CHITA: Neural Network Pruning with Combinatorial Optimization.

Riade Benbaki, Wenyu Chen, Xiang Meng, Hussein Hazimeh, Natalia Ponomareva, Zhe Zhao, Rahul Mazumder

Proceedings of the International Conference on Machine Learning, 2023

2022

Quant-BnB: A Scalable Branch-and-Bound Method for Optimal Decision Trees with Continuous Features.

Rahul Mazumder, Xiang Meng, Haoyue Wang

Proceedings of the International Conference on Machine Learning, 2022

2019

Robust Control Optimization for Quantum Approximate Optimization Algorithm.

Yulong Dong, Xiang Meng, Lin Lin, Robert Kosut, K. Birgitta Whaley

CoRR, 2019