Xiang Meng

PhD student, ORC, Massachusetts Institute of Technology

Joined

October 2022

Names

Xiang Meng (Preferred)

Emails

****@mit.edu (Confirmed)

Personal Links

Career & Education History

PhD student

ORC, Massachusetts Institute of Technology (mit.edu)

2021 – 2026

Advisors, Relations & Conflicts

PhD Advisor

2021 – 2026

Expertise

optimization

2019 – Present

Publications

Seeing What’s Wrong: A Trajectory-Guided Approach to Caption Error Detection
Gabriel Afriat, Ryan Lucas, Xiang Meng, Yufang Hou, Yada Zhu, Rahul Mazumder
- ICLR 2026 Poster
- Readers: Everyone
3BASiL: An Algorithmic Framework for Sparse plus Low-Rank Compression of LLMs
Mehdi Makni, Xiang Meng, Rahul Mazumder
- NeurIPS 2025 poster
- Readers: Everyone
TSENOR: Highly-Efficient Algorithm for Finding Transposable N:M Sparse Masks
Xiang Meng, Mehdi Makni, Rahul Mazumder
- NeurIPS 2025 poster
- Readers: Everyone
ALPS: Improved Optimization for Highly Sparse One-Shot Pruning for Large Language Models
Xiang Meng, Kayhan Behdin, Haoyue Wang, Rahul Mazumder
- NeurIPS 2024 poster
- Readers: Everyone
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
- ICML 2024 Poster
- Readers: Everyone
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
- ICML 2024
- Readers: Everyone
ALPS: Improved Optimization for Highly Sparse One-Shot Pruning for Large Language Models
Xiang Meng, Kayhan Behdin, Haoyue Wang, Rahul Mazumder
- CoRR 2024
- Readers: Everyone
FALCON: FLOP-Aware Combinatorial Optimization for Neural Network Pruning
Xiang Meng, Wenyu Chen, Riade Benbaki, Rahul Mazumder
- AISTATS 2024
- Readers: Everyone

View all 19 publications

Co-Authors