Xiaofan Zhang

Researcher, Google

Joined

July 2019

Names

Xiaofan Zhang

Emails

****@illinois.edu (Confirmed)

****@google.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Google (google.com)

2022 – Present

PhD student

University of Illinois, Urbana Champaign (illinois.edu)

2016 – 2022

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Rethinking RoPE Scaling in Quantized LLM: Theory, Outlier, and Channel-Band Analysis with Weight Rescaling
Ye Qiao, Haocheng Xu, Xiaofan Zhang, Sitao Huang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Profile-Guided Quantization: a compiler solution to automate quantization for efficient LLM training
Gil Tabak, Clemens JS Schaefer, Xiaofan Zhang, Denali Molitor, Jinliang Wei, Zongwei Zhou, Philip G Hendrix, Mitchelle Rasquinha
- MLArchSys 2025 Oral
- Readers: Everyone
ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization
Haoran You, Yipin Guo, Yichao Fu, Wei Zhou, Huihong Shi, Xiaofan Zhang, Souvik Kundu, Amir Yazdanbakhsh, Yingyan Celine Lin
- NeurIPS 2024 poster
- Readers: Everyone
EH-DNAS: End-to-End Hardware-aware Differentiable Neural Architecture Search
Qian Jiang, Xiaofan Zhang, Deming Chen, Minh N. Do, Raymond A. Yeh
- Differentiable Almost Everything
- Readers: Everyone
Heterogeneous Memory Enhanced Multimodal Attention Model for Video Question Answering.
Chenyou Fan, Xiaofan Zhang, Shu Zhang, Wensheng Wang, Chi Zhang, Heng Huang
- 2019 (modified: 10 Nov 2022)
- CVPR2019
- Readers: Everyone
The Sixth Visual Object Tracking VOT2018 Challenge Results
Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Luka Cehovin Zajc, Tomás Vojír, Goutam Bhat, Alan Lukezic, Abdelrahman Eldesokey, Gustavo Fernández, Álvaro García-Martín, Álvaro Iglesias-Arias, A. Aydin Alatan, Abel González-García, Alfredo Petrosino, Alireza Memarmoghadam, Andrea Vedaldi, Andrej Muhic, Anfeng He et al. (135 additional authors not shown)
- 2018 (modified: 25 Jan 2026)
- ECCV Workshops (1) 2018
- Readers: Everyone
CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes
Yuhong Li, Xiaofan Zhang, Deming Chen
- 2018 (modified: 10 Nov 2022)
- CVPR 2018
- Readers: Everyone
Embedding Label Structures for Fine-Grained Feature Representation
Xiaofan Zhang, Feng Zhou, Yuanqing Lin, Shaoting Zhang
- 2016 (modified: 10 Nov 2022)
- CVPR 2016
- Readers: Everyone
Fine-grained histopathological image analysis via robust segmentation and large-scale retrieval
Xiaofan Zhang, Hai Su, Lin Yang, Shaoting Zhang
- 2015 (modified: 10 Nov 2022)
- CVPR 2015
- Readers: Everyone

Co-Authors

View all 185 co-authors