Guaranteed Contraction Control in the Presence of Imperfectly Learned Dynamics. - Pan Zhao 003; Ziyao Guo; Yikun Cheng; Aditya Gahlawat; Naira Hovakimyan (CoRR, 2021)

ARCANE: An Efficient Architecture for Exact Machine Unlearning. - Haonan Yan; Xiaoguang Li; Ziyao Guo; Hui Li 006; Fenghua Li; Xiaodong Lin 001 (IJCAI, 2022)

Robust Nonlinear Tracking Control with Exponential Convergence Using Contraction Metrics and Disturbance Estimation. - Pan Zhao 003; Ziyao Guo; Naira Hovakimyan (Sensors, 2022)

Class Attention Transfer Based Knowledge Distillation. - Ziyao Guo; Haonan Yan; Hui Li 006; Xiaodong Lin 001 (CVPR, 2023)

Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching. - Ziyao Guo; Kai Wang 036; George Cazenavette; Hui Li; Kaipeng Zhang; Yang You 001 (ICLR, 2024)

Navigating Complexity: Toward Lossless Graph Condensation via Expanding Window Matching. - Yuchen Zhang; Tianle Zhang; Kai Wang 036; Ziyao Guo; Yuxuan Liang; Xavier Bresson; Wei Jin; Yang You 001 (ICML, 2024)

Identification of Analytic Nonlinear Dynamical Systems with Non-asymptotic Guarantees. - Negin Musavi; Ziyao Guo; Geir E. Dullerud; Yingying Li (NeurIPS, 2024)

Rethinking Human Evaluation Protocol for Text-to-Video Models: Enhancing Reliability, Reproducibility, and Practicality. - Tianle Zhang; Langtian Ma; Yuchen Yan; Yuchen Zhang; Yue Yang; Ziyao Guo; Wenqi Shao; Kai Wang 036; Yang You 001; Yu Qiao 001; Ping Luo 002; Kaipeng Zhang (NeurIPS, 2024)

Prioritize Alignment in Dataset Distillation. - Zekai Li; Ziyao Guo; Wangbo Zhao; Tianle Zhang; Zhi-Qi Cheng; Samir Khaki; Kaipeng Zhang; Ahmad Sajedi; Konstantinos N. Plataniotis; Kai Wang 036; Yang You 001 (CoRR, 2024)

GATE OpenING: A Comprehensive Benchmark for Judging Open-ended Interleaved Image-Text Generation. - Pengfei Zhou; Xiaopeng Peng 001; Jiajun Song; Chuanhao Li 001; Zhaopan Xu; Yue Yang; Ziyao Guo; Hao Zhang 117; Yuqi Lin; Yefei He; Lirui Zhao; Shuo Liu; et al. (CoRR, 2024)

Guaranteed Trajectory Tracking under Learned Dynamics with Contraction Metrics and Disturbance Estimation. - Pan Zhao 003; Ziyao Guo; Yikun Cheng; Aditya Gahlawat; Hyungsoo Kang; Naira Hovakimyan (Robotics, 2024)

OpenING: A Comprehensive Benchmark for Judging Open-ended Interleaved Image-Text Generation. - Pengfei Zhou; Xiaopeng Peng 001; Jiajun Song; Chuanhao Li 001; Zhaopan Xu; Yue Yang; Ziyao Guo; Hao Zhang 117; Yuqi Lin; Yefei He; Lirui Zhao; Shuo Liu; et al. (CVPR, 2025)

Improving Autoregressive Image Generation through Coarse-to-Fine Token Prediction. - Ziyao Guo; Kaipeng Zhang; Michael Qizhe Shieh (CoRR, 2025)