Jinghuai Zhang UCLA Email: jinghuai1998@g.ucla.edu Github • Scholar

Introduction

• Hi, this is Jinghuai Zhang. I'm a first-year Ph.D. Student in the ECE department at UCLA, working with Prof. Yuan Tian.
• I received my Master and Bachelar Degree in Computer Science from Duke University and City University of Hong Kong, respectively, where I was fortunate to be advised by Prof. Zhenqiang Gong Neil and Prof. Jianping Wang.
• I am broadly interested in the machine learning, security, and privacy with a recent focus on the intersection between them.

Publications

BadMerging: Backdoor Attacks Against Model Merging
Jinghuai Zhang, Jianfeng Chi, Zheng Li, Kunlin Cai, Yang Zhang, Yuan Tian
ACM CCS 2024
[PDF] [Code]

Where have you been? A Study of Privacy Risk for Point-of-Interest Recommendation
Kunlin Cai, Jinghuai Zhang, Zhiqing Hong, William Shand, Guang Wang, Desheng Zhang, Jianfeng Chi, Yuan Tian
KDD 2024
[PDF] [Code]

Data Poisoning based Backdoor Attacks to Contrastive Learning
Jinghuai Zhang, Hongbin Liu, Jinyuan Jia, Neil Zhenqiang Gong
CVPR 2024
[PDF] [Code]

Evading Watermark based Detection of AI-Generated Content
Zhengyuan jiang*, Jinghuai Zhang*, Neil Zhenqiang Gong
(*co-first authors)
ACM CCS 2023
[PDF] [Code]

PointCert: Point Cloud Classification with Deterministic Certified Robustness Guarantees
Jinghuai Zhang, Jinyuan Jia, Hongbin Liu, Neil Zhenqiang Gong
CVPR 2023
[PDF] [Code]

Multimodal Motion Prediction with Stacked Transformer
Yicheng Liu*, Jinghuai Zhang*, Liangji Fang, Qinhong Jiang, Bolei Zhou
(*co-first authors)
CVPR 2021
[PDF] [Webpage] [Code]

A Novel Learning Framework for Sampling-Based Motion Planning in Autonomous Driving
Yifan Zhang*, Jinghuai Zhang*, Jindi Zhang, Jianping Wang, Kejie Lu, Jeff Hong
(*co-first authors)
AAAI 2020, Oral
[PDF]

Style Mixer: Semantic-aware Multi-Style Transfer Network
Zixuan Huang*, Jinghuai Zhang*, Jing Liao
(*co-first authors)
Pacific Graphics 2019
[PDF] [Code]

Honors

Teaching Experience

Other Activities

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