Qinsheng Zhang

Researcher, NVIDIA

Joined

December 2019

Names

Qinsheng Zhang (Preferred)

Emails

****@gatech.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Career & Education History

Researcher

NVIDIA (nvidia.com)

2024 – Present

PhD student

Georgia Institute of Technology (gatech.edu)

2019 – 2024

Intern

Peking University (pku.edu.cn)

2017 – 2019

Intern

Tsinghua University, Tsinghua University (tsinghua.edu.cn)

2017 – 2019

Advisors, Relations & Conflicts

PhD Advisee

Yongxin Chen

2019 – 2024

Expertise

Generative model

2019 – 2022

Publications

NFT: Bridging Supervised Learning and Reinforcement Learning in Math Reasoning
Huayu Chen, Kaiwen Zheng, Qinsheng Zhang, Ganqu Cui, Yin Cui, Haotian Ye, Tsung-Yi Lin, Ming-Yu Liu, Jun Zhu, Haoxiang Wang
- ICLR 2026 Poster
- Readers: Everyone
Large Scale Diffusion Distillation via Score-Regularized Continuous-Time Consistency
Kaiwen Zheng, Yuji Wang, Qianli Ma, Huayu Chen, Jintao Zhang, Yogesh Balaji, Jianfei Chen, Ming-Yu Liu, Jun Zhu, Qinsheng Zhang
- ICLR 2026 Poster
- Readers: Everyone
DiffusionNFT: Online Diffusion Reinforcement with Forward Process
Kaiwen Zheng, Huayu Chen, Haotian Ye, Haoxiang Wang, Qinsheng Zhang, Kai Jiang, Hang Su, Stefano Ermon, Jun Zhu, Ming-Yu Liu
- ICLR 2026 Oral
- Readers: Everyone
Generalized Neighborhood Attention: Multi-dimensional Sparse Attention at the Speed of Light
Ali Hassani, Fengzhe Zhou, Aditya Kane, Jiannan Huang, Chieh-Yun Chen, Min Shi, Steven Walton, Markus Hoehnerbach, Vijay Thakkar, Mikhail Isaev, Qinsheng Zhang, Bing Xu, Haicheng Wu, Wen-mei Hwu, Ming-Yu Liu, Humphrey Shi
- Submitted to NeurIPS 2025
- Readers: Everyone
Direct Discriminative Optimization: Your Likelihood-Based Visual Generative Model is Secretly a GAN Discriminator
Kaiwen Zheng, Yongxin Chen, Huayu Chen, Guande He, Ming-Yu Liu, Jun Zhu, Qinsheng Zhang
- ICML 2025 spotlightposter
- Readers: Everyone
Masked Diffusion Models are Secretly Time-Agnostic Masked Models and Exploit Inaccurate Categorical Sampling
Kaiwen Zheng, Yongxin Chen, Hanzi Mao, Ming-Yu Liu, Jun Zhu, Qinsheng Zhang
- ICLR 2025 Poster
- Readers: Everyone
High-Quality Joint Image and Video Tokenization with Causal VAE
Dawit Mureja Argaw, Xian Liu, Qinsheng Zhang, Joon Son Chung, Ming-Yu Liu, Fitsum Reda
- ICLR 2025 Poster
- Readers: Everyone
EdgeRunner: Auto-regressive Auto-encoder for Artistic Mesh Generation
Jiaxiang Tang, Zhaoshuo Li, Zekun Hao, Xian Liu, Gang Zeng, Ming-Yu Liu, Qinsheng Zhang
- ICLR 2025 Poster
- Readers: Everyone
RefDrop: Controllable Consistency in Image or Video Generation via Reference Feature Guidance
Jiaojiao Fan, Haotian Xue, Qinsheng Zhang, Yongxin Chen
- NeurIPS 2024 poster
- Readers: Everyone
Symbolic Music Generation with Non-Differentiable Rule Guided Diffusion
Yujia Huang, Adishree Ghatare, Yuanzhe Liu, Ziniu Hu, Qinsheng Zhang, Chandramouli Shama Sastry, Siddharth Gururani, Sageev Oore, Yisong Yue
- ICML 2024 Oral
- Readers: Everyone

View all 21 publications

Co-Authors

View all 69 co-authors