Xiangxiang Gao

Joined

May 2024

Names

Xiangxiang Gao (Preferred)

,

xiangxiang gao

Emails

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

Personal Links

Career & Education History

Postdoc

bestpay (bestpay.com.cn)

2023 – 2025

Postdoc

Shanghai Jiaotong University (sjtu.edu.cn)

2023 – 2024

Advisors, Relations & Conflicts

PhD Advisor

2018 – 2023

Expertise

LLMs

2023 – 2025

Publications

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
PF-BERxiT: Early exiting for BERT with parameter-efficient fine-tuning and flexible early exiting strategy
Xiangxiang Gao
- OpenReview Archive Direct Upload
- Readers: Everyone
F-PABEE: flexible-patience-based early exiting for single-label and multi-label text classification tasks
Xiangxiang Gao
- 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
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
PF-BERxiT: Early exiting for BERT with parameter-efficient fine-tuning and flexible early exiting strategy
Xiangxiang Gao, Yue Liu, Tao Huang, Zhongyu Hou
- Neurocomputing 2023
- Readers: Everyone
F-PABEE: Flexible-Patience-Based Early Exiting For Single-Label and Multi-Label Text Classification Tasks
Xiangxiang Gao, Wei Zhu, Jiasheng Gao, Congrui Yin
- ICASSP 2023
- Readers: Everyone
F-PABEE: Flexible-patience-based Early Exiting for Single-label and Multi-label text Classification Tasks
Xiangxiang Gao, Wei Zhu, Jiasheng Gao, Congrui Yin
- CoRR 2023
- Readers: Everyone

Co-Authors