Han Zou

Researcher, Facebook

Joined

July 2019

Names

Han Zou (Preferred)

Emails

****@berkeley.edu (Confirmed)

****@gmail.com (Confirmed)

****@microsoft.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Facebook (meta.com)

2020 – Present

Postdoc

University of California, Berkeley (berkeley.edu)

2017 – 2019

PhD student

Nanyang Technological University (ntu.edu.sg)

2012 – 2016

Advisors, Relations & Conflicts

Postdoc Advisor

Costas J. Spanos

2017 – 2019

PhD Advisor

lihua xie

2012 – 2016

Expertise

domain adaptation

2015 – Present

transfer learning

2015 – Present

deep learning

2012 – Present

machine learning

2012 – Present

Publications

RecurFormer: Not All Transformer Heads Need Self-Attention
RuiqingYan, Linghan Zheng, Xingbo Du, Han Zou, Yufeng Guo, Jianfei Yang
- SCOPE - ICLR 2025 Poster
- Readers: Everyone
RecurFormer: Not All Transformer Heads Need Self-Attention
RuiqingYan, Linghan Zheng, Xingbo Du, Han Zou, Yufeng Guo, Jianfei Yang
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
IoT-LLM: Enhancing Real-World IoT Task Reasoning with Large Language Models
Tuo An, Yunjiao Zhou, Han Zou, Jianfei Yang
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
MM-Fi: Multi-Modal Non-Intrusive 4D Human Dataset for Versatile Wireless Sensing
Jianfei Yang, He Huang, Yunjiao Zhou, Xinyan Chen, Yuecong Xu, Shenghai Yuan, Han Zou, Chris Xiaoxuan Lu, Lihua Xie
- NeurIPS 2023 Datasets and Benchmarks Poster
- Readers: Everyone
Shuffle Augmentation of Features from Unlabeled Data for Unsupervised Domain Adaptation
Changwei Xu, Jianfei Yang, Haoran Tang, Han Zou, Cheng Lu, Tianshuo Zhang
- 01 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Robust adversarial discriminative domain adaptation for real-world cross-domain visual recognition
Jianfei Yang, Han Zou, Yuxun Zhou, Lihua Xie
- 2021 (modified: 06 May 2021)
- Neurocomputing 2021
- Readers: Everyone
Adversarial Learning-Enabled Automatic WiFi Indoor Radio Map Construction and Adaptation With Mobile Robot
Han Zou, Chunlin Chen, Maoxun Li, Jianfei Yang, Yuxun Zhou, Lihua Xie, Costas J. Spanos
- 2020 (modified: 15 Nov 2024)
- IEEE Internet Things J. 2020
- Readers: Everyone
MobileDA: Toward Edge-Domain Adaptation
Jianfei Yang, Han Zou, Shuxin Cao, Zhenghua Chen, Lihua Xie
- 2020 (modified: 15 Nov 2024)
- IEEE Internet Things J. 2020
- Readers: Everyone
WiFi Fingerprinting Indoor Localization Using Local Feature-Based Deep LSTM
Zhenghua Chen, Han Zou, Jianfei Yang, Hao Jiang, Lihua Xie
- 2020 (modified: 15 Nov 2024)
- IEEE Syst. J. 2020
- Readers: Everyone
Diurnal Evolution of the Wintertime Boundary Layer in Urban Beijing, China: Insights from Doppler Lidar and a 325-m Meteorological Tower
Yuanjian Yang, Sihui Fan, Linlin Wang, Zhiqiu Gao, Yuanjie Zhang, Han Zou, Shiguang Miao, Yubin Li, Meng Huang, Hung Lam Steve Yim, Simone Lolli
- 2020 (modified: 04 Nov 2022)
- Remote. Sens. 2020
- Readers: Everyone

View all 59 publications

Co-Authors

View all 77 co-authors