AttPool: Towards Hierarchical Feature Representation in Graph Convolutional Networks via Attention Mechanism. - Jingjia Huang; Zhangheng Li; Nannan Li 001; Shan Liu 001; Ge Li 002 (ICCV, 2019)

ARMIN: Towards a More Efficient and Light-weight Recurrent Memory Network. - Zhangheng Li; Jia-Xing Zhong; Jingjia Huang; Tao Zhang 069; Thomas H. Li; Ge Li 002 (IJCAI, 2019)

Accelerable Lottery Tickets with the Mixed-Precision Quantization. - Zhangheng Li; Yu Gong; Zhenyu Zhang 015; Xingyun Xue; Tianlong Chen 001; Yi Liang; Bo Yuan 001; Zhangyang Wang (CVPR Workshops, 2023)

Can Pruning Improve Certified Robustness of Neural Networks? - Zhangheng Li; Tianlong Chen 001; Linyi Li 001; Bo Li 026; Zhangyang Wang (Trans. Mach. Learn. Res., 2023)

DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer. - Junyuan Hong; Jiachen T. Wang; Chenhui Zhang; Zhangheng Li; Bo Li 026; Zhangyang Wang (ICLR, 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; et al. (ICML, 2024)

Sparse Cocktail: Every Sparse Pattern Every Sparse Ratio All At Once. - Zhangheng Li; Shiwei Liu 003; Tianlong Chen 001; Ajay Kumar Jaiswal; Zhenyu Zhang 015; Dilin Wang; Raghuraman Krishnamoorthi; Shiyu Chang; Zhangyang Wang (ICML, 2024)

Shake to Leak: Fine-tuning Diffusion Models Can Amplify the Generative Privacy Risk. - Zhangheng Li; Junyuan Hong; Bo Li 026; Zhangyang Wang (SaTML, 2024)

Ferret-UI 2: Mastering Universal User Interface Understanding Across Platforms. - Zhangheng Li; Keen You; Haotian Zhang 005; Di Feng; Harsh Agrawal; Xiujun Li; Mohana Prasad Sathya Moorthy; Jeff Nichols; Yinfei Yang; Zhe Gan (CoRR, 2024)

Sparse Transfer Learning Accelerates and Enhances Certified Robustness: A Comprehensive Study. - Zhangheng Li; Tianlong Chen 001; Linyi Li 001; Bo Li 026; Zhangyang Wang (AAAI, 2025)

Ferret-UI 2: Mastering Universal User Interface Understanding Across Platforms. - Zhangheng Li; Keen You; Haotian Zhang 005; Di Feng; Harsh Agrawal; Xiujun Li; Mohana Prasad Sathya Moorthy; Jeffrey Nichols 001; Yinfei Yang; Zhe Gan (ICLR, 2025)