Mu Li

Scientist, Amazon

Researcher, Amazon

Joined

May 2021

Names

Mu Li (Preferred)

Emails

****@gmail.com (Confirmed)

,

****@amazon.com (Confirmed)

Personal Links

Career & Education History

Scientist

Amazon (amazon.com)

2016 – Present

Researcher

Amazon (amazon.com)

2016 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

RPGBENCH: Evaluating Large Language Models as Role-Playing Game Engines
Pengfei Yu, Dongming Shen, Silin Meng, Jaewon Lee, Weisu Yin, Andrea Yaoyun Cui, Zhenlin Xu, Yi Zhu, Xingjian Shi, Mu Li, Alex Smola
- SEA @ NeurIPS 2025 Oral
- Readers: Everyone
Parameter server for distributed machine learning
Mu Li, Li Zhou, Zichao Yang, Aaron Li, Fei Xia, David G Andersen, Alex Smola
- OpenReview Archive Direct Upload
- Readers: Everyone
EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge
Ruskin Raj Manku, Yuzhi Tang, Xingjian Shi, Mu Li, Alex Smola
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
Multimodal Chain-of-Thought Reasoning in Language Models
Zhuosheng Zhang, Aston Zhang, Mu Li, hai zhao, George Karypis, Alex Smola
- Accepted by TMLR
- Readers: Everyone
Benchmarking Robustness of Multimodal Image-Text Models under Distribution Shift
Jielin Qiu, Yi Zhu, Xingjian Shi, Florian Wenzel, Zhiqiang Tang, Ding Zhao, Bo Li, Mu Li
- Accepted by DMLR
- Readers: Everyone
PreDiff: Precipitation Nowcasting with Latent Diffusion Models
Zhihan Gao, Xingjian Shi, Boran Han, Hao Wang, Xiaoyong Jin, Danielle C. Maddix, Yi Zhu, Mu Li, Bernie Wang
- NeurIPS2023-AI4Science Poster
- Readers: Everyone
Multimodal Chain-of-Thought Reasoning in Language Models
Zhuosheng Zhang, Aston Zhang, Mu Li, hai zhao, George Karypis, Alex Smola
- Submitted to ICLR 2024
- Readers: Everyone
A Cheaper and Better Diffusion Language Model with Soft-Masked Noise
Jiaao Chen, Aston Zhang, Mu Li, Alex Smola, Diyi Yang
- EMNLP 2023 Main
- Readers: Everyone
Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition
Shuhuai Ren, Aston Zhang, Yi Zhu, Shuai Zhang, Shuai Zheng, Mu Li, Alex Smola, Xu Sun
- 08 Jun 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition
Shuhuai Ren, Aston Zhang, Yi Zhu, Shuai Zhang, Shuai Zheng, Mu Li, Alex Smola, Xu Sun
- NeurIPS 2023 poster
- Readers: Everyone

View all 25 publications

Co-Authors

View all 66 co-authors