Zhiyuan Cheng

22 papers A* 5A 1Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
CloneShield: A Framework for Universal Perturbation Against Zero-Shot Voice Cloning.
CoRR
Renyuan Li, Zhibo Liang, Haichuan Zhang, Tianyu Shi, Zhiyuan Cheng, Jia Shi, Carl Yang, Mingjie Tang
2025 A conf
EffiTune: Diagnosing and Mitigating Training Inefficiency for Parameter Tuner in Robot Navigation System.
IROS
Shiwei Feng, Xuan Chen, Zikang Xiong, Zhiyuan Cheng, Yifei Gao, Siyuan Cheng, Sayali Kate, Xiangyu Zhang
2025 J jnl
GPTuner: An LLM-Based Database Tuning System.
SIGMOD Rec.
Jiale Lao, Yibo Wang, Yufei Li, Jianping Wang, Yunjia Zhang, Zhiyuan Cheng, Wanghu Chen, Mingjie Tang, Jianguo Wang
2024 — conf
A Demonstration of GPTuner: A GPT-Based Manual-Reading Database Tuning System.
SIGMOD Conference Companion
Jiale Lao, Yibo Wang, Yufei Li, Jianping Wang, Yunjia Zhang, Zhiyuan Cheng, Wanghu Chen, Yuanchun Zhou, Mingjie Tang, Jianguo Wang
2024 J jnl
Attack as Defense: Run-time Backdoor Implantation for Image Content Protection.
CoRR
Haichuan Zhang, Meiyu Lin, Zhaoyi Liu, Renyuan Li, Zhiyuan Cheng, Carl Yang, Mingjie Tang
2024 A* conf
BadPart: Unified Black-box Adversarial Patch Attacks against Pixel-wise Regression Tasks.
ICML
Zhiyuan Cheng, Zhaoyi Liu, Tengda Guo, Shiwei Feng, Dongfang Liu, Mingjie Tang, Xiangyu Zhang
2024 J jnl
BadPart: Unified Black-box Adversarial Patch Attacks against Pixel-wise Regression Tasks.
CoRR
Zhiyuan Cheng, Zhaoyi Liu, Tengda Guo, Shiwei Feng, Dongfang Liu, Mingjie Tang, Xiangyu Zhang
2024 J jnl
DIGIMON: Diagnosis and Mitigation of Sampling Skew for Reinforcement Learning based Meta-Planner in Robot Navigation.
CoRR
Shiwei Feng, Xuan Chen, Zhiyuan Cheng, Zikang Xiong, Yifei Gao, Siyuan Cheng, Sayali Kate, Xiangyu Zhang
2024 A* conf
Fusion Is Not Enough: Single Modal Attacks on Fusion Models for 3D Object Detection.
ICLR
Zhiyuan Cheng, Hongjun Choi, Shiwei Feng, James Chenhao Liang, Guanhong Tao, Dongfang Liu, Michael Zuzak, Xiangyu Zhang
2024 J jnl
GPTuner: A Manual-Reading Database Tuning System via GPT-Guided Bayesian Optimization.
Proc. VLDB Endow.
Jiale Lao, Yibo Wang, Yufei Li, Jianping Wang, Yunjia Zhang, Zhiyuan Cheng, Wanghu Chen, Mingjie Tang, Jianguo Wang
2024 J jnl
MixLoRA: Enhancing Large Language Models Fine-Tuning with LoRA based Mixture of Experts.
CoRR
Dengchun Li, Yingzi Ma, Naizheng Wang, Zhiyuan Cheng, Lei Duan, Jie Zuo, Cal Yang, Mingjie Tang
2024 A* conf
ROCAS: Root Cause Analysis of Autonomous Driving Accidents via Cyber-Physical Co-mutation.
ASE
Shiwei Feng, Yapeng Ye, Qingkai Shi, Zhiyuan Cheng, Xiangzhe Xu, Siyuan Cheng, Hongjun Choi, Xiangyu Zhang
2024 J jnl
ROCAS: Root Cause Analysis of Autonomous Driving Accidents via Cyber-Physical Co-mutation.
CoRR
Shiwei Feng, Yapeng Ye, Qingkai Shi, Zhiyuan Cheng, Xiangzhe Xu, Siyuan Cheng, Hongjun Choi, Xiangyu Zhang
2024 J jnl
Self-Supervised Adversarial Training of Monocular Depth Estimation Against Physical-World Attacks.
IEEE Trans. Pattern Anal. Mach. Intell.
Zhiyuan Cheng, Cheng Han, James Liang, Qifan Wang, Xiangyu Zhang, Dongfang Liu
2024 J jnl
Self-supervised Adversarial Training of Monocular Depth Estimation against Physical-World Attacks.
CoRR
Zhiyuan Cheng, Cheng Han, James Liang, Qifan Wang, Xiangyu Zhang, Dongfang Liu
2023 A* conf
Adversarial Training of Self-supervised Monocular Depth Estimation against Physical-World Attacks.
ICLR
Zhiyuan Cheng, James Liang, Guanhong Tao, Dongfang Liu, Xiangyu Zhang
2023 J jnl
Adversarial Training of Self-supervised Monocular Depth Estimation against Physical-World Attacks.
CoRR
Zhiyuan Cheng, James Liang, Guanhong Tao, Dongfang Liu, Xiangyu Zhang
2023 J jnl
Fusion is Not Enough: Single-Modal Attacks to Compromise Fusion Models in Autonomous Driving.
CoRR
Zhiyuan Cheng, Hongjun Choi, James Liang, Shiwei Feng, Guanhong Tao, Dongfang Liu, Michael Zuzak, Xiangyu Zhang
2023 J jnl
GPTuner: A Manual-Reading Database Tuning System via GPT-Guided Bayesian Optimization.
CoRR
Jiale Lao, Yibo Wang, Yufei Li, Jianping Wang, Yunjia Zhang, Zhiyuan Cheng, Wanghu Chen, Mingjie Tang, Jianguo Wang
2022 — conf
Physical Attack on Monocular Depth Estimation with Optimal Adversarial Patches.
ECCV (38)
Zhiyuan Cheng, James Liang, Hongjun Choi, Guanhong Tao, Zhiwen Cao, Dongfang Liu, Xiangyu Zhang
2022 J jnl
Physical Attack on Monocular Depth Estimation with Optimal Adversarial Patches.
CoRR
Zhiyuan Cheng, James Liang, Hongjun Choi, Guanhong Tao, Zhiwen Cao, Dongfang Liu, Xiangyu Zhang
2022 A* conf
RVPLAYER: Robotic Vehicle Forensics by Replay with What-if Reasoning.
NDSS
Hongjun Choi, Zhiyuan Cheng, Xiangyu Zhang