Boxing Chen

Principal Researcher, Huawei Technologies Ltd.

Joined

July 2019

Names

Boxing Chen

Emails

****@gmail.com (Confirmed)

****@huawei.com (Confirmed)

****@alibaba-inc.com

****@nrc.gc.ca

****@i2r.a-star.edu.sg

****@ict.it

Personal Links

Career & Education History

Principal Researcher

Huawei Technologies Ltd. (huawei.com)

2022 – Present

Researcher

Alibaba Group (alibaba-inc.com)

2017 – 2022

Researcher

National Research Council Canada (nrc-cnrc.gc.ca)

2009 – 2017

Researcher

A*STAR (i2r.a-star.edu.sg)

2007 – 2009

Postdoc

Fondazione Bruno Kessler (fbk.eu)

2005 – 2007

Postdoc

University of Grenoble-Alpes (univ-grenoble-alpes.fr)

2003 – 2004

Advisors, Relations & Conflicts

No relations added

Expertise

Human-Machine Dialogue

2020 – Present

Language Model

2019 – Present

Machine Translation

1999 – Present

Publications

DTRNet: Dynamic Token Routing Network to Reduce Quadratic Costs in Transformers
Aman Sharma, Saeed Najafi, Parsa Farinneya, Benyamin Jamialahmadi, Marzieh S. Tahaei, Yuhe Fan, Mehdi Rezagholizadeh, Boxing Chen, Aref Jafari
- OpenReview Archive Direct Upload
- Readers: Everyone
Mitigating Outlier Activations in Low-Precision Fine-Tuning of Language Models
Alireza Ghaffari, Justin Yu, Mahsa Ghazvini Nejad, Masoud Asgharian, Boxing Chen, Vahid Partovi Nia
- Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods
- Readers: Everyone
Partially Shared Query-Key for Lightweight Language Models
Kai Yang, Vahid Partovi Nia, Boxing Chen, Masoud Asgharian
- 4th NeurIPS Efficient Natural Language and Speech Processing Workshop (ENLSP-IV 2024).
- Readers: Everyone
AdpQ: A Zero-shot Calibration Free Adaptive Post Training Quantization Method for LLMs
Alireza Ghaffari, Sharareh Younesian, Vahid Partovi Nia, Boxing Chen, Masoud Asgharian
- OpenReview Archive Direct Upload
- Readers: Everyone
OAC: Output-adaptive Calibration for Accurate Post-training Quantization
Ali Edalati, Alireza Ghaffari, Mahsa Ghazvini Nejad, Lu Hou, Boxing Chen, Masoud Asgharian, Vahid Partovi Nia
- Proceedings of the AAAI Conference on Artificial Intelligence
- Readers: Everyone
Rethinking Post-Training Quantization: Introducing a Statistical Pre-Calibration Approach
Alireza Ghaffari, Sharareh Younesian, Boxing Chen, Vahid Partovi Nia, Masoud Asgharian
- Proceedings of the 14th International Conference on Pattern Recognition Applications and Methods
- Readers: Everyone
TrasMuon: Trust-Region Adaptive Scaling for Orthogonalized Momentum Optimizers
Peng Cheng, Jiucheng Zang, Qingnan Li, Liheng Ma, Yufei Cui, Yingxue Zhang, Boxing Chen, Ming Jian, Wen Tong
- Sci4DL 2026
- Readers: Everyone
POT-PTQ: A Two-step Power-of-Two Post-training for LLMs
Xinyu Wang, Vahid Partovi Nia, Peng Lu, Jerry Huang, Xiao-Wen Chang, Boxing Chen, Yufei Cui
- 2025 The European Conference on Artificial Intelligence
- Readers: Everyone
GRPO-$\lambda$: Credit Assignment improves LLM Reasoning
Prasanna Parthasarathi, Mathieu Reymond, Boxing Chen, Yufei Cui, Sarath Chandar
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Hierarchical Routers for Efficient Top-k Retrieval in Sparse Attention
QIUHAO Zeng, Jerry Huang, Peng Lu, Long-Kai Huang, Ruiyi Fang, Kangfei Zhao, Dingtao Hu, Boxing Chen, Yufei Cui, Charles Ling, Boyu Wang
- Submitted to ICLR 2026
- Readers: Everyone

View all 136 publications

Co-Authors

View all 216 co-authors