Peng Xu

PhD student, University of Hong Kong

Joined

May 2022

Names

Peng Xu (Preferred)

Emails

****@connect.hku.hk (Confirmed)

Personal Links

Career & Education History

PhD student

University of Hong Kong (hku.hk)

2021 – Present

Undergrad student

Southern University of Science and Technology (mail.sustech.edu.cn)

2017 – 2021

Advisors, Relations & Conflicts

Coworker

Yujun Lin

2022 – 2023

Coworker

Zhijian Liu

2022 – 2023

Coworker

Song Han

2022 – 2023

Expertise

No areas of expertise listed

Publications

Beyond Masks: Efficient, Flexible Diffusion Language Models via Deletion-Insertion Processes
Fangyu Ding, Ding Ding, Sijin Chen, Kaibo Wang, Peng Xu, Zijin Feng, Haoli Bai, Kai Han, Youliang Yan, Binhang Yuan, Jiacheng Sun
- ICLR 2026 Poster
- Readers: Everyone
EfficientQAT: Efficient Quantization-Aware Training for Large Language Models
Mengzhao Chen, Wenqi Shao, Peng Xu, Jiahao Wang, Peng Gao, Kaipeng Zhang, Ping Luo
- Submitted to ICLR 2025
- Readers: Everyone
MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI
Kaining Ying, Fanqing Meng, Jin Wang, Zhiqian Li, Han Lin, Yue Yang, Hao Zhang, Wenbo Zhang, Yuqi Lin, Shuo Liu, jiayi lei, Quanfeng Lu, Runjian Chen, Peng Xu, Renrui Zhang, Haozhe Zhang, Peng Gao, Yali Wang, Yu Qiao, Ping Luo et al. (2 additional authors not shown)
- ICML 2024 Poster
- Readers: Everyone
BESA: Pruning Large Language Models with Blockwise Parameter-Efficient Sparsity Allocation
Peng Xu, Wenqi Shao, Mengzhao Chen, Shitao Tang, Kaipeng Zhang, Peng Gao, Fengwei An, Yu Qiao, Ping Luo
- ICLR 2024 poster
- Readers: Everyone
OmniQuant: Omnidirectionally Calibrated Quantization for Large Language Models
Wenqi Shao, Mengzhao Chen, Zhaoyang Zhang, Peng Xu, Lirui Zhao, Zhiqian Li, Kaipeng Zhang, Peng Gao, Yu Qiao, Ping Luo
- ICLR 2024 spotlight
- Readers: Everyone
LVLM-eHub: A Comprehensive Evaluation Benchmark for Large Vision-Language Models
Peng Xu, Wenqi Shao, Kaipeng Zhang, Peng Gao, Shuo Liu, Fanqing Meng, Siyuan Huang, Meng Lei, Ping Luo, Yu Qiao
- Submitted to NeurIPS 2023 Datasets and Benchmarks
- Readers: Everyone

Co-Authors

View all 39 co-authors

Peng Xu

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Beyond Masks: Efficient, Flexible Diffusion Language Models via Deletion-Insertion Processes

EfficientQAT: Efficient Quantization-Aware Training for Large Language Models

MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI

BESA: Pruning Large Language Models with Blockwise Parameter-Efficient Sparsity Allocation

OmniQuant: Omnidirectionally Calibrated Quantization for Large Language Models

LVLM-eHub: A Comprehensive Evaluation Benchmark for Large Vision-Language Models

Co-Authors