Vincent Xie

Chief Data Scientist, AI Lab, Bestpay

Joined

November 2023

Names

Vincent Xie (Preferred)

Weisheng Xie

Emails

****@bestpay.com.cn (Confirmed)

Personal Links

DBLP

Semantic Scholar

Career & Education History

Chief Data Scientist

AI Lab, Bestpay (bestpay.com.cn)

2019 – Present

Advisors, Relations & Conflicts

PhD Advisor

Shaoyuan Li

2019 – Present

Expertise

Neural Architecture Search

2018 – Present

Deep Learning

2012 – Present

Publications

EQUINAS: Equilibrium-guided differentiable neural architecture search
Weisheng Xie, Xiangxiang Gao, Xuwei Fang, Hui Li, Chen Hang, Shaoyuan Li
- Expert Syst. Appl. 2026
- Readers: Everyone
GF-SVD: Global knowledge-infused singular value decomposition of large language models
Xiangxiang Gao, Weisheng Xie, Yuhan Lin, Chen Hang, Hongyang Han, Xiaolong Xu, Bo Liu
- Inf. Fusion 2026
- Readers: Everyone
Accurate and Efficient Singular Value Decomposition For LLMs via Decay-aware Rank Allocation and Feature-Preserved Weight Update
Xiangxiang Gao, Weisheng Xie, Zhuo Chen, Chen Hang, Yuhan Lin, Peng Sun, Xiaolong xu
- Submitted to ICLR 2026
- Readers: Everyone
DARTS-EAST: an edge-adaptive selection with topology first differentiable architecture selection method
Xuwei Fang, Weisheng Xie, Hui Li, Wenbin Zhou, Chen Hang, Xiangxiang Gao
- Appl. Intell. 2025
- Readers: Everyone
Falcon: Faster and Parallel Inference of Large Language Models Through Enhanced Semi-Autoregressive Drafting and Custom-Designed Decoding Tree
Xiangxiang Gao, Weisheng Xie, Yiwei Xiang, Feng Ji
- AAAI 2025
- Readers: Everyone
DARTS-PT-CORE: Collaborative and Regularized Perturbation-based Architecture Selection for differentiable NAS
Weisheng Xie
- OpenReview Archive Direct Upload
- Readers: Everyone
BOSE-NAS: Differentiable Neural Architecture Search with Bi-Level Optimization Stable Equilibrium
Weisheng Xie, Xiangxiang Gao, Xuwei Fang, chen hang, Hui Li, Shaoyuan Li
- Submitted to ICLR 2025
- Readers: Everyone
Exploring Fixed Point in Image Editing: Theoretical Support and Convergence Optimization
chen hang, Zhe Ma, Haoming Chen, Xuwei Fang, Weisheng Xie, Faming Fang, Guixu Zhang, Hongbin Wang
- NeurIPS 2024 poster
- Readers: Everyone
Falcon: Faster and Parallel Inference of Large Language Models through Enhanced Semi-Autoregressive Drafting and Custom-Designed Decoding Tree
Xiangxiang Gao, Weisheng Xie, Yiwei Xiang, Feng Ji
- CoRR 2024
- Readers: Everyone
DARTS-PT-CORE: Collaborative and Regularized Perturbation-based Architecture Selection for differentiable NAS
Weisheng Xie, Hui Li, Xuwei Fang, Shaoyuan Li
- Neurocomputing 2024
- Readers: Everyone