Zhiyuan Cheng

According to our database, Zhiyuan Cheng authored at least 13 papers between 2022 and 2024.

Collaborative distances:

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

2024

Self-Supervised Adversarial Training of Monocular Depth Estimation Against Physical-World Attacks.

Zhiyuan Cheng, Cheng Han, James Liang, Qifan Wang, Xiangyu Zhang, Dongfang Liu

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

GPTuner: A Manual-Reading Database Tuning System via GPT-Guided Bayesian Optimization.

Jiale Lao, Yibo Wang, Yufei Li, Jianping Wang, Yunjia Zhang, Zhiyuan Cheng, Wanghu Chen, Mingjie Tang, Jianguo Wang

Proc. VLDB Endow., April, 2024

Attack as Defense: Run-time Backdoor Implantation for Image Content Protection.

Haichuan Zhang, Meiyu Lin, Zhaoyi Liu, Renyuan Li, Zhiyuan Cheng, Carl Yang, Mingjie Tang

CoRR, 2024

DIGIMON: Diagnosis and Mitigation of Sampling Skew for Reinforcement Learning based Meta-Planner in Robot Navigation.

Shiwei Feng, Xuan Chen, Zhiyuan Cheng, Zikang Xiong, Yifei Gao, Siyuan Cheng, Sayali Kate, Xiangyu Zhang

CoRR, 2024

ROCAS: Root Cause Analysis of Autonomous Driving Accidents via Cyber-Physical Co-mutation.

Shiwei Feng, Yapeng Ye, Qingkai Shi, Zhiyuan Cheng, Xiangzhe Xu, Siyuan Cheng, Hongjun Choi, Xiangyu Zhang

CoRR, 2024

MixLoRA: Enhancing Large Language Models Fine-Tuning with LoRA based Mixture of Experts.

Dengchun Li, Yingzi Ma, Naizheng Wang, Zhiyuan Cheng, Lei Duan, Jie Zuo, Cal Yang, Mingjie Tang

CoRR, 2024

A Demonstration of GPTuner: A GPT-Based Manual-Reading Database Tuning System.

Jiale Lao, Yibo Wang, Yufei Li, Jianping Wang, Yunjia Zhang, Zhiyuan Cheng, Wanghu Chen, Yuanchun Zhou, Mingjie Tang, Jianguo Wang

Proceedings of the Companion of the 2024 International Conference on Management of Data, 2024

BadPart: Unified Black-box Adversarial Patch Attacks against Pixel-wise Regression Tasks.

Zhiyuan Cheng, Zhaoyi Liu, Tengda Guo, Shiwei Feng, Dongfang Liu, Mingjie Tang, Xiangyu Zhang

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

Fusion Is Not Enough: Single Modal Attacks on Fusion Models for 3D Object Detection.

Zhiyuan Cheng, Hongjun Choi, Shiwei Feng, James Chenhao Liang, Guanhong Tao, Dongfang Liu, Michael Zuzak, Xiangyu Zhang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Fusion is Not Enough: Single-Modal Attacks to Compromise Fusion Models in Autonomous Driving.

Zhiyuan Cheng, Hongjun Choi, James Liang, Shiwei Feng, Guanhong Tao, Dongfang Liu, Michael Zuzak, Xiangyu Zhang

CoRR, 2023

Adversarial Training of Self-supervised Monocular Depth Estimation against Physical-World Attacks.

Zhiyuan Cheng, James Liang, Guanhong Tao, Dongfang Liu, Xiangyu Zhang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

RVPLAYER: Robotic Vehicle Forensics by Replay with What-if Reasoning.

Hongjun Choi, Zhiyuan Cheng, Xiangyu Zhang

Proceedings of the 29th Annual Network and Distributed System Security Symposium, 2022

Physical Attack on Monocular Depth Estimation with Optimal Adversarial Patches.

Zhiyuan Cheng, James Liang, Hongjun Choi, Guanhong Tao, Zhiwen Cao, Dongfang Liu, Xiangyu Zhang

Proceedings of the Computer Vision - ECCV 2022, 2022