Benyu Zhang

Principal Researcher, FB, Facebook

Joined

March 2017

Names

Benyu Zhang

Emails

****@gmail.com (Confirmed)

****@meta.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Principal Researcher

FB, Facebook (meta.com)

2021 – Present

Principal Researcher

Ant, Alibaba Group (antfin.com)

2019 – 2021

Undergrad student

CS, Peking University (pku.edu)

1995 – 1999

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Guiding Generative Recommender Systems with Structured Human Priors via Multi-head Decoding
Yunkai Zhang, Qiang Zhang, Diji Yang, Ryan Feng Lin, Ruizhong Qiu, Benyu Zhang, Hanchao Yu, Jiayi Liu, Yinglong Xia, Zhuokai Zhao, Lizhu Zhang, Xiangjun Fan, Zhuoran Yu, Abhishek Kumar, Zeyu Zheng
- The Web Conference (WWW) 2026
- Readers: Everyone
ReMix: Reinforcement Routing for Mixtures of LoRAs in LLM Finetuning
Ruizhong Qiu, Hanqing Zeng, Yinglong Xia, Yiwen Meng, Ren Chen, Jiarui Feng, Dongqi Fu, Qifan Wang, Jiayi Liu, Jun Xiao, Xiangjun Fan, Benyu Zhang, Hong Li, Zhining Liu, Hyunsik Yoo, Zhichen Zeng, Tianxin Wei, Hanghang Tong
- LLA 2026 Poster
- Readers: Everyone
S'MoRE: Structural Mixture of Residual Experts for LLM Fine-tuning
Hanqing Zeng, Yinglong Xia, Zhuokai Zhao, Chuan Jiang, Qiang Zhang, Jiayi Liu, Qunshu Zhang, Lizhu Zhang, Xiangjun Fan, Benyu Zhang
- NeurIPS 2025
- Readers: Everyone
ReMix: Reinforcement Routing for Mixtures of LoRAs in LLM Finetuning
Ruizhong Qiu, Hanqing Zeng, Yinglong Xia, Yiwen Meng, Ren Chen, Jiarui Feng, Dongqi Fu, Qifan Wang, Jiayi Liu, Jun Xiao, Xiangjun Fan, Benyu Zhang, Hong Li, Zhining Liu, Hyunsik Yoo, Zhichen Zeng, Tianxin Wei, Hanghang Tong
- Submitted to ICLR 2026
- Readers: Everyone
DAG-MoE: From Simple Mixture to Structural Aggregation in Mixture-of-Experts
Jiarui Feng, Hanqing Zeng, Karish Grover, Ruizhong Qiu, Yinglong Xia, Qiang Zhang, Qifan Wang, Ren Chen, Dongqi Fu, Jiayi Liu, Zhuokai Zhao, Xiangjun Fan, Benyu Zhang, Yixin Chen
- Submitted to ICLR 2026
- Readers: Everyone
S'MoRE: Structural Mixture of Residual Experts for Parameter-Efficient LLM Fine-tuning
Hanqing Zeng, Yinglong Xia, Zhuokai Zhao, Chuan Jiang, Qiang Zhang, Jiayi Liu, Qunshu Zhang, Lizhu Zhang, Xiangjun Fan, Benyu Zhang
- NeurIPS 2025 poster
- Readers: Everyone
SecretFlow-SPU: A Performant and User-Friendly Framework for Privacy-Preserving Machine Learning
Junming Ma, Yancheng Zheng, Jun Feng, Derun Zhao, Haoqi Wu, Wenjing Fang, Jin Tan, Chaofan Yu, Benyu Zhang, Lei Wang
- USENIX ATC 2023
- Readers: Everyone
Multi-key Fully Homomorphic Encryption from Additive Homomorphism
Wenju Xu, Baocang Wang, Yupu Hu, Pu Duan, Benyu Zhang, Momeng Liu
- Comput. J. 2023
- Readers: Everyone
Cryptanalysis and Improvement of DeepPAR: Privacy-Preserving and Asynchronous Deep Learning for Industrial IoT
Yange Chen, SuYu He, Baocang Wang, Pu Duan, Benyu Zhang, Zhiyong Hong, Yuan Ping
- IEEE Internet Things J. 2022
- Readers: Everyone
MDOPE: Efficient multi-dimensional data order preserving encryption scheme
Yu Zhan, Danfeng Shen, Pu Duan, Benyu Zhang, Zhiyong Hong, Baocang Wang
- Inf. Sci. 2022
- Readers: Everyone

View all 74 publications

Co-Authors

View all 134 co-authors