Weixiang Xu

Researcher, Baidu

Joined

February 2020

Names

Weixiang Xu (Preferred)

Emails

****@foxmail.com (Confirmed)

****@ia.ac.cn (Confirmed)

****@gmail.com (Confirmed)

Personal Links

ORCID

Career & Education History

Researcher

Baidu (baidu.com)

2023 – 2026

PhD student

Institute of automation, Chinese academy of science, Chinese Academy of Sciences (ia.ac.cn)

2018 – 2023

Advisors, Relations & Conflicts

Coauthor

Zhao Yang

2023 – 2025

PhD Advisor

Jian Cheng

2018 – 2023

Expertise

Autonomous Driving

Present

Model Compression

2018 – Present

Publications

DRef: A Benchmark with Diverse Referring Expressions for Object Comprehension of Vision-Language Models
Yiqun Chen, Qinghao Hu, Peisong Wang, Qiang Chen, Weixiang Xu, Zhe Li, Jiaxing Wang, Xing Lan, Jian Cheng
- Submitted to ICLR 2026
- Readers: Everyone
DualDiff+: Dual-Branch Diffusion for High-Fidelity Video Generation with Reward Guidance
Zhao Yang, Zezhong Qian, Xiaofan Li, Weixiang Xu, Gongpeng Zhao, Ruohong Yu, Lingsi Zhu, Longjun Liu
- CoRR 2025
- Readers: Everyone
Towards Accurate Semi-Supervised BEV 3D Object Detection with Depth-Aware Refinement and Denoising-Aided Alignment
Zhao Yang, Yinan Shi, Jiangtong Zhu, Weixiang Xu, Longjun Liu
- ICRA 2025
- Readers: Everyone
Q-Mamba: Towards more efficient Mamba models via post-training quantization
Tianqi Chen, Yuanteng Chen, Peisong Wang, Weixiang Xu, Zeyu Zhu, Jian Cheng
- ACL (Findings) 2025
- Readers: Everyone
RQT: Hierarchical Residual Quantization for Multi-Model Compression
Tianqi Chen, Peisong Wang, Weixiang Xu, Zeyu Zhu, Jian Cheng
- ACL (Findings) 2025
- Readers: Everyone
Q-Mamba: Towards more efficient Mamba models via Post-Training Quantization
Chen Tianqi, Yuanteng Chen, Weixiang Xu, Zeyu Zhu, Peisong Wang, Jian Cheng
- Submitted to ICLR 2025
- Readers: Everyone
LW-DETR: A Transformer Replacement to YOLO for Real-Time Detection
Qiang Chen, Xiangbo Su, Xinyu Zhang, Jian Wang, Jiahui Chen, Yunpeng Shen, Chuchu Han, Ziliang Chen, Weixiang Xu, Fanrong Li, Shan Zhang, Kun Yao, Errui Ding, Gang Zhang, Jingdong Wang
- CoRR 2024
- Readers: Everyone
TernaryLLM: Ternarized Large Language Model
Tianqi Chen, Zhe Li, Weixiang Xu, Zeyu Zhu, Dong Li, Lu Tian, Emad Barsoum, Peisong Wang, Jian Cheng
- CoRR 2024
- Readers: Everyone
Towards Efficient and Accurate Winograd Convolution via Full Quantization
Chen Tianqi, Weixiang Xu, Weihan Chen, Peisong Wang, Jian Cheng
- NeurIPS 2023 poster
- Readers: Everyone
Improving Extreme Low-Bit Quantization With Soft Threshold
Weixiang Xu, Fanrong Li, Yingying Jiang, Yong A, Xiangyu He, Peisong Wang, Jian Cheng
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- IEEE Trans. Circuits Syst. Video Technol. 2023
- Readers: Everyone

View all 22 publications

Co-Authors

View all 51 co-authors