Fengzhe Zhou

PhD student, College of Computing, Georgia Institute of Technology

Joined

February 2024

Names

Fengzhe Zhou (Preferred)

Emails

****@fudan.edu.cn (Confirmed)

****@gatech.edu (Confirmed)

****@nvidia.com (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

PhD student

College of Computing, Georgia Institute of Technology (gatech.edu)

2024 – 2029

Undergrad student

Computer Science and Technology, Fudan University (fudan.edu.cn)

2014 – 2018

Advisors, Relations & Conflicts

PhD Advisor

Humphrey Shi

2024 – 2029

Coworker

Kai Chen

2023 – 2024

Coworker

Xinyu Zhou

2018 – 2023

Coworker

Xiangyu Zhang

2018 – 2023

Expertise

Image Segmentation

2024 – 2025

Large Language Model Evaluation

2023 – 2024

Face Recognition

2018 – 2019

Publications

SOL-ExecBench: Speed-of-Light Benchmarking for Real-World GPU Kernels Against Hardware Limits
Edward Lin, Sahil Modi, Siva Kumar Sastry Hari, Qijing Huang, Zhifan Ye, Nestor Qin, Fengzhe Zhou, Yuan Zhang, Jingquan Wang, Sana Damani, Dheeraj Peri, Ouye Xie, Aditya Kane, Moshe Maor, Michael Behar, Triston Cao, Rishabh Mehta, Vartika Singh, Vikram Sharma Mailthody, Terry Chen et al. (13 additional authors not shown)
- CoRR 2026
- Readers: Everyone
Le-DETR: Revisiting Real-Time Detection Transformer with Efficient Encoder Design
Jiannan Huang, Aditya Kane, Fengzhe Zhou, Yunchao Wei, Humphrey Shi
- CoRR 2026
- Readers: Everyone
VibeTensor: System Software for Deep Learning, Fully Generated by AI Agents
Bing Xu, Terry Chen, Fengzhe Zhou, Tianqi Chen, Yangqing Jia, Vinod Grover, Haicheng Wu, Wei Liu, Craig Wittenbrink, Wen-Mei Hwu, Roger A. Bringmann, Ming-Yu Liu, Luis Ceze, Michael Lightstone, Humphrey Shi
- CoRR 2026
- Readers: Everyone
PAI-Bench: A Comprehensive Benchmark For Physical AI
Fengzhe Zhou, Jiannan Huang, Jialuo Li, Deva Ramanan, Humphrey Shi
- CoRR 2025
- Readers: Everyone
Sound in Sights: Deriving Visual Insights from Audio for Comprehensive Video Understanding with Large Multimodal Models
Kai Wang, Min Shi, Fengzhe Zhou, Gang Hua, Humphrey Shi
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Generalized Neighborhood Attention: Multi-dimensional Sparse Attention at the Speed of Light
Ali Hassani, Fengzhe Zhou, Aditya Kane, Jiannan Huang, Chieh-Yun Chen, Min Shi, Steven Walton, Markus Hoehnerbach, Vijay Thakkar, Mikhail Isaev, Qinsheng Zhang, Bing Xu, Haicheng Wu, Wen-mei Hwu, Ming-Yu Liu, Humphrey Shi
- Submitted to NeurIPS 2025
- Readers: Everyone
Generalized Neighborhood Attention: Multi-dimensional Sparse Attention at the Speed of Light
Ali Hassani, Fengzhe Zhou, Aditya Kane, Jiannan Huang, Chieh-Yun Chen, Min Shi, Steven Walton, Markus Hoehnerbach, Vijay Thakkar, Michael Isaev, Qinsheng Zhang, Bing Xu, Haicheng Wu, Wen-Mei Hwu, Ming-Yu Liu, Humphrey Shi
- CoRR 2025
- Readers: Everyone
CIBench: Evaluating Your LLMs with a Code Interpreter Plugin
Songyang Zhang, Chuyu Zhang, Yingfan Hu, Haowen Shen, Kuikun Liu, Zerun Ma, Fengzhe Zhou, Wenwei Zhang, Xuming He, Dahua Lin, Kai Chen
- CoRR 2024
- Readers: Everyone
InternLM-Math: Open Math Large Language Models Toward Verifiable Reasoning
Huaiyuan Ying, Shuo Zhang, Linyang Li, Zhejian Zhou, Yunfan Shao, Zhaoye Fei, Yichuan Ma, Jiawei Hong, Kuikun Liu, Ziyi Wang, Yudong Wang, Zijian Wu, Shuaibin Li, Fengzhe Zhou, Hongwei Liu, Songyang Zhang, Wenwei Zhang, Hang Yan, Xipeng Qiu, Jiayu Wang et al. (2 additional authors not shown)
- CoRR 2024
- Readers: Everyone
InternLM-Law: An Open Source Chinese Legal Large Language Model
Zhiwei Fei, Songyang Zhang, Xiaoyu Shen, Dawei Zhu, Xiao Wang, Maosong Cao, Fengzhe Zhou, Yining Li, Wenwei Zhang, Dahua Lin, Kai Chen, Jidong Ge
- CoRR 2024
- Readers: Everyone

View all 13 publications

Co-Authors

Aditya Kane
Alan Huang
Ali Hassani
Bing Xu
Chieh-Yun Chen
Christos Kozyrakis
Chuyu Zhang
Craig Wittenbrink
Cyril Zeller
Dahua Lin
Dawei Zhu
Deva Ramanan
Dheeraj Peri
Edward Lin
Eric Chung
Gang Hua
Haicheng Wu
Hanfeng Chen
Hang Yan
Haodong Duan
Haowen Shen
Hongwei Liu
Huaiyuan Ying
Humphrey Shi
Jialuo Li

View all 95 co-authors