Nima Noorshams

Principal Researcher, Facebook

Joined

January 2024

Names

Nima Noorshams (Preferred)

Emails

****@meta.com (Confirmed)

Personal Links

Career & Education History

Principal Researcher

Facebook (meta.com)

2018 – Present

PhD student

Electrical Engineering & Computer Science Department, University of California, Berkeley (eecs.berkeley.edu)

2007 – 2013

Advisors, Relations & Conflicts

No relations added

Expertise

Generative models

Present

Domain adaptation and heterogeneous learning

Present

Self and semi supervised learning

Present

Publications

Preference Discerning with LLM-Enhanced Generative Retrieval
Fabian Paischer, Liu Yang, Linfeng Liu, Shuai Shao, Kaveh Hassani, Jiacheng Li, Ricky T. Q. Chen, Zhang Gabriel Li, Xiaoli Gao, Wei Shao, Xue Feng, Nima Noorshams, Sem Park, Bo Long, Hamid Eghbalzadeh
- Accepted by TMLR
- Readers: Everyone
Unifying Generative and Dense Retrieval for Sequential Recommendation
Liu Yang, Fabian Paischer, Kaveh Hassani, Jiacheng Li, Shuai Shao, Zhang Gabriel Li, Yun He, Xue Feng, Nima Noorshams, Sem Park, Bo Long, Robert D Nowak, Xiaoli Gao, Hamid Eghbalzadeh
- Accepted by TMLR
- Readers: Everyone
A Unified Knowledge-Distillation and Semi-Supervised Learning Framework to Improve Industrial Ads Delivery Systems
Hamid Eghbalzadeh, Yang Wang, Rui Li, Yuji Mo, Qin Ding, Jiaxiang Fu, Liang Dai, Shuo Gu, Nima Noorshams, Sem Park, Bo Long, Xue Feng
- CoRR 2025
- Readers: Everyone
Personalized Interpolation: An Efficient Method to Tame Flexible Optimization Window Estimation
Xin Zhang, Weiliang Li, Rui Li, Zihang Fu, Tongyi Tang, Zhengyu Zhang, Wen-Yen Chen, Nima Noorshams, Nirav Jasapara, Xiaowen Ding, Ellie Wen, Xue Feng
- CoRR 2025
- Readers: Everyone
Preference Discerning with LLM-Enhanced Generative Retrieval
Fabian Paischer, Liu Yang, Linfeng Liu, Shuai Shao, Kaveh Hassani, Jiacheng Li, Ricky T. Q. Chen, Zhang Gabriel Li, Xiaoli Gao, Wei Shao, Xue Feng, Nima Noorshams, Sem Park, Bo Long, Hamid Eghbalzadeh
- Trans. Mach. Learn. Res. 2025
- Readers: Everyone
Unifying Generative and Dense Retrieval for Sequential Recommendation
Liu Yang, Fabian Paischer, Kaveh Hassani, Jiacheng Li, Shuai Shao, Zhang Gabriel Li, Yun He, Xue Feng, Nima Noorshams, Sem Park, Bo Long, Robert D. Nowak, Xiaoli Gao, Hamid Eghbalzadeh
- Trans. Mach. Learn. Res. 2025
- Readers: Everyone
Unifying Generative and Dense Retrieval for Sequential Recommendation
Liu Yang, Fabian Paischer, Kaveh Hassani, Jiacheng Li, Shuai Shao, Zhang Gabriel Li, Yun He, Xue Feng, Nima Noorshams, Sem Park, Bo Long, Robert D Nowak, Xiaoli Gao, Hamid Eghbalzadeh
- Submitted to ICLR 2025
- Readers: Everyone
Preference Discerning in Generative Sequential Recommendation
Fabian Paischer, Liu Yang, Linfeng Liu, Shuai Shao, Kaveh Hassani, Jiacheng Li, Ricky T. Q. Chen, Zhang Gabriel Li, Xiaoli Gao, Wei Shao, Xue Feng, Nima Noorshams, Sem Park, Bo Long, Hamid Eghbalzadeh
- Submitted to ICLR 2025
- Readers: Everyone

View all 27 publications

Co-Authors

Aravind Iyengar
Aude Hofleitner
Bo Long
Christian Jutten
Ellie Wen
Fabian Paischer
Hamid Eghbalzadeh
Jiacheng Li
Jiaxiang Fu
Kannan Ramchandran
Kaveh Hassani
Liang Dai
Linfeng Liu
Liu Yang
Martin J. Wainwright
Massoud Babaie-Zadeh
Nirav Jasapara
Qin Ding
Ricky Chen
Ricky T. Q. Chen
Robert D Nowak
Robert D. Nowak
Rui Li
Salim Y. El Rouayheb
Sameer Pawar

View all 44 co-authors