Publications
Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models [pdf]
2025
NVIDIA, Core Contributor
Cosmos-Reason1: From Physical Common Sense To Embodied Reasoning [pdf]
2025
NVIDIA, Core Contributor
NVLM: Open Frontier-Class Multimodal LLMs [pdf]
2024
Wenliang Dai*, Nayeon Lee*, Boxin Wang*, Zhuolin Yang*, Zihan Liu, Jon Barker, Tuomas Rintamaki, Mohammad Shoeybi, Bryan Catanzaro, Wei Ping*
Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image Captioning [pdf]
2023
Zhuolin Yang*, Wei Ping*, Zihan Liu, Vijay Korthikanti, Weili Nie, De-An Huang, Linxi Fan, Zhiding Yu, Shiyi Lan, Bo Li, Ming-Yu Liu, Yuke Zhu, Mohammad Shoeybi, Bryan Catanzaro, Chaowei Xiao, Anima Anandkumar
Findings of the Association for Computational Linguistics (EMNLP 2023)
Improving Certified Robustness via Statistical Learning with Logical Reasoning [pdf]
2022
Zhuolin Yang*, Zhikuan Zhao*, Boxin Wang, Jiawei Zhang, Linyi Li, Hengzhi Pei, Bojan Karlaš, Ji Liu, Heng Guo, Ce Zhang, Bo Li
Advances in Neural Information Processing Systems 35 (NeurIPS 2022)
On the Certified Robustness for Ensemble Models and Beyond [pdf]
2022
Zhuolin Yang, Linyi Li*, Xiaojun Xu, Bhavya Kailkhura, Tao Xie, Bo Li
Proceedings of the 10th International Conference on Learning Representations (ICLR 2022)
TRS: Transferability Reduced Ensemble via Promoting Gradient Diversity and Model Smoothness [pdf]
2021
Zhuolin Yang, Linyi Li*, Xiaojun Xu*, Shiliang Zuo, Qian Chen, Benjamin Rubinstein, Pan Zhou, Ce Zhang, Bo Li
Advances in Neural Information Processing Systems 34 (NeurIPS 2021)
Awards
2020 ICPC World Finals Moscow, Bronze Medal (11/117) [link]
2021Team Must Pass, Zhuolin Yang, Yen-Hsiang Chang, Zihan Wang
2020 ICPC North America Championship, Mid-West Champion (8/59)
2020Team Must Pass, Zhuolin Yang, Yen-Hsiang Chang, Zihan Wang
2019 ICPC North America Mid-Central Regional Contest, Champion (1/126) [link]
2019Team Must Pass, Zhuolin Yang, Yen-Hsiang Chang, Zihan Wang
Scholarship
Ray Ozzie Fellowship
2019Annual Fellowship in University of Illinois at Urbana-Champaign (UIUC)