Zhangheng Li

According to our database, Zhangheng Li authored at least 11 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Ferret-UI 2: Mastering Universal User Interface Understanding Across Platforms.

Zhangheng Li, Keen You, Haotian Zhang, Di Feng, Harsh Agrawal, Xiujun Li, Mohana Prasad Sathya Moorthy, Jeffrey Nichols, Yinfei Yang, Zhe Gan

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Sparse Transfer Learning Accelerates and Enhances Certified Robustness: A Comprehensive Study.

Zhangheng Li, Tianlong Chen, Linyi Li, Bo Li, Zhangyang Wang

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Ferret-UI 2: Mastering Universal User Interface Understanding Across Platforms.

Zhangheng Li, Keen You, Haotian Zhang, Di Feng, Harsh Agrawal, Xiujun Li, Mohana Prasad Sathya Moorthy, Jeff Nichols, Yinfei Yang, Zhe Gan

CoRR, 2024

Shake to Leak: Fine-tuning Diffusion Models Can Amplify the Generative Privacy Risk.

Zhangheng Li, Junyuan Hong, Bo Li, Zhangyang Wang

Proceedings of the IEEE Conference on Secure and Trustworthy Machine Learning, 2024

Sparse Cocktail: Every Sparse Pattern Every Sparse Ratio All At Once.

Zhangheng Li, Shiwei Liu, Tianlong Chen, Ajay Kumar Jaiswal, Zhenyu Zhang, Dilin Wang, Raghuraman Krishnamoorthi, Shiyu Chang, Zhangyang Wang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression.

Junyuan Hong, Jinhao Duan, Chenhui Zhang, Zhangheng Li, Chulin Xie, Kelsey Lieberman, James Diffenderfer, Brian R. Bartoldson, Ajay Kumar Jaiswal, Kaidi Xu, Bhavya Kailkhura, Dan Hendrycks, Dawn Song, Zhangyang Wang, Bo Li

Proceedings of the Forty-first International Conference on Machine Learning, 2024

DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer.

Junyuan Hong, Jiachen T. Wang, Chenhui Zhang, Zhangheng Li, Bo Li, Zhangyang Wang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Can Pruning Improve Certified Robustness of Neural Networks?

Zhangheng Li, Tianlong Chen, Linyi Li, Bo Li, Zhangyang Wang

Trans. Mach. Learn. Res., 2023

Accelerable Lottery Tickets with the Mixed-Precision Quantization.

Zhangheng Li, Yu Gong, Zhenyu Zhang, Xingyun Xue, Tianlong Chen, Yi Liang, Bo Yuan, Zhangyang Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2019

ARMIN: Towards a More Efficient and Light-weight Recurrent Memory Network.

Zhangheng Li, Jia-Xing Zhong, Jingjia Huang, Tao Zhang, Thomas H. Li, Ge Li

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

AttPool: Towards Hierarchical Feature Representation in Graph Convolutional Networks via Attention Mechanism.

Jingjia Huang, Zhangheng Li, Nannan Li, Shan Liu, Ge Li

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019