Ning Dong

Researcher, Meta Inc.

Joined

November 2021

Names

Ning Dong (Preferred)

Emails

****@fb.com (Confirmed)

****@meta.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Meta Inc. (meta.com)

2018 – Present

MS student

Carnegie Mellon University (cmu.edu)

2016 – 2017

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity
Weixin Liang, Junhong Shen, Genghan Zhang, Ning Dong, Mengjie Xie, Luke Zettlemoyer, Lili Yu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models
Weixin Liang, LILI YU, Liang Luo, Srini Iyer, Ning Dong, Chunting Zhou, Gargi Ghosh, Mike Lewis, Luke Zettlemoyer, Xi Victoria Lin
- MCDC @ ICLR 2025
- Readers: Everyone
Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity
Weixin Liang, Junhong Shen, Genghan Zhang, Ning Dong, Luke Zettlemoyer, LILI YU
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models
Weixin Liang, LILI YU, Liang Luo, Srini Iyer, Ning Dong, Chunting Zhou, Gargi Ghosh, Mike Lewis, Wen-tau Yih, Luke Zettlemoyer, Xi Victoria Lin
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models
Weixin Liang, LILI YU, Liang Luo, Srini Iyer, Ning Dong, Chunting Zhou, Gargi Ghosh, Mike Lewis, Wen-tau Yih, Luke Zettlemoyer, Xi Victoria Lin
- ICLR 2025 Workshop World Models
- Readers: Everyone
Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity
Weixin Liang, Junhong Shen, Genghan Zhang, Ning Dong, Luke Zettlemoyer, LILI YU
- SLLM
- Readers: Everyone
Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity
Weixin Liang, Junhong Shen, Genghan Zhang, Ning Dong, Luke Zettlemoyer, LILI YU
- SCOPE - ICLR 2025 Oral
- Readers: Everyone
Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity
Weixin Liang, Junhong Shen, Genghan Zhang, Ning Dong, Luke Zettlemoyer, LILI YU
- ICLR 2025 Workshop World Models
- Readers: Everyone
Joint speech and text machine translation for up to 100 languages
Kaushik Ram Sadagopan, Loic Barrault, Maha Elbayad, David Dale, Ning Dong, Yu-An Chung, Sravya Popuri, Marta R. Costa-jussà, Holger Schwenk, Changhan Wang, Peng-Jen Chen, Yilin Yang, Anna Sun, Hirofumi Inaguma, Francisco Guzmán, Ann Lee, Alexandre Mourachko, Kevin Heffernan, Hady Elsahar, Hongyu Gong et al. (2 additional authors not shown)
- Nature, 2025
- Readers: Everyone
Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity
Weixin Liang, Junhong Shen, Genghan Zhang, Ning Dong, Luke Zettlemoyer, LILI YU
- CPAL 2025 (Recent Spotlight Track)
- Readers: Everyone

View all 22 publications

Co-Authors

View all 98 co-authors