| CARVIEW |
Publications
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy [pdf]
2025
Zihan Liu, Zhuolin Yang, Yang Chen, Chankyu Lee, Mohammad Shoeybi, Bryan Catanzaro, Wei Ping
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning [pdf]
2025
Yang Chen*, Zhuolin Yang*, Zihan Liu, Chankyu Lee, Peng Xu, Mohammad Shoeybi, Bryan Catanzaro, Wei Ping
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)
Interpolation for Robust Learning: Data Augmentation on Wasserstein Geodesics [pdf]
2023
Jiacheng Zhu, Jielin Qiu, Aritra Guha, Zhuolin Yang, Xuanlong Nguyen, Bo Li, Ding Zhao
Proceedings of the 40th International Conference on Machine Learning (ICML 2023)
How to Cover up Anomalous Accesses to Electronic Health Records [pdf]
2023
Xiaojun Xu, Qingying Hao, Zhuolin Yang, Bo Li, David Liebovitz, Gang Wang, Carl A Gunter
32nd USENIX Security Symposium (USENIX Security 23)
GeoECG: Data Augmentation via Wasserstein Geodesic Perturbation for Robust Electrocardiogram Prediction [pdf]
2022
Jiacheng Zhu, Jielin Qiu, Zhuolin Yang, Douglas Weber, Michael A Rosenberg, Emerson Liu, Bo Li, Ding Zhao
Proceedings of the 7th Machine Learning for Healthcare Conference (MLHC 2022)
G-PATE: Scalable Differentially Private Data Generator via Private Aggregation of Teacher Discriminators [pdf]
2021
Yunhui Long, Boxin Wang, Zhuolin Yang, Bhavya Kailkhura, Aston Zhang, Carl Gunter, Bo Li
Advances in Neural Information Processing Systems 34 (NeurIPS 2021)
Uncovering the Connections Between Adversarial Transferability and Knowledge Transferability [pdf]
2021
Kaizhao Liang*, Jacky Y. Zhang*, Boxin Wang, Zhuolin Yang, Oluwasanmi Koyejo, Bo Li
Proceedings of the 38th International Conference on Machine Learning (ICML 2021)
Understanding Robustness in Teacher-Student Setting: A New Perspective [pdf]
2021
Zhuolin Yang, Zhaoxi Chen, Tiffany Cai, Xinyun Chen, Bo Li, Yuandong Tian*
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics (AISTATS 2021)
Characterizing Audio Adversarial Examples Using Temporal Dependency [pdf]
2019
Zhuolin Yang, Bo Li, Pin-Yu Chen, Dawn Song
Proceedings of the 7th International Conference on Learning Representations (ICLR 2019)
GANs for Children: A Generative Data Augmentation Strategy for Children Speech Recognition [pdf]
2019
Peiyao Sheng, Zhuolin Yang, Yanmin Qian
2019 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU 2019)
Data Augmentation Using Conditional Generative Adversarial Networks for Robust Speech Recognition [pdf]
2018
Peiyao Sheng, Zhuolin Yang, Hu Hu, Tian Tan, Yanmin Qian
Proceedings of the 11th International Symposium on Chinese Spoken Language Processing (ISCSLP 2018)
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
2020 ICPC North America Mid-Central Regional Contest, Runner Up (2/60) [link]
2020Team UIUC-D, Zhuolin Yang, Peiyao Sheng, Hanxuan Chen
2020 UIUC-Michigan Terminal Virtual AI Competition, 4th Place
2020Team Must Pass, Zhuolin Yang, Yen-Hsiang Chang, Zihan Wang
2020 NSA's ICPC Cyber Challenge, Runner Up (2/49) [link]
2020Team Must Pass, Zhuolin Yang, Yen-Hsiang Chang, Zihan Wang
2016 ACM-ICPC Asia Yangon Regional Contest, Myanmar, 9th Place
2016Team Laevateinn, Yuda Fan, Zhuolin Yang, Yaoyao Ding
2016 CCPC Hefei Regional Contest, China, Gold Medal
2016Team Laevateinn, Yuda Fan, Zhuolin Yang, Yaoyao Ding
2015 ACM-ICPC Asia Singapore Regional Contest, Singapore, 8th Place
2015Team Hydrogenous Prominence, Zhi Qiu, Zhuolin Yang, Yifei Pu
2015 ACM-ICPC Asia Shanghai Regional Contest, China, Gold Medal
2015Team Hydrogenous Prominence, Zhi Qiu, Zhuolin Yang, Yifei Pu
2015 CCPC-Final Contest, China, Gold Medal
2015Team Hydrogenous Prominence, Zhi Qiu, Zhuolin Yang, Yifei Pu
Scholarship
Ray Ozzie Fellowship
2019Annual Fellowship in University of Illinois at Urbana-Champaign (UIUC)
Eleme Scholarship
2016Top 5% students in CS department, Shanghai Jiao Tong University
Zhiyuan Honorary Scholarship
2015, 2016Excellent students award in Zhiyuan College, Shanghai Jiao Tong University
Academic Excellence Scholarship (2nd place)
2016Top students award in Shanghai Jiao Tong University