Jinghui Chen

27 papers at tracked venues · 21 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×6 ICML ×4 NAACL ×4 NeurIPS ×4 USENIX Security ×3 EMNLP ×2 ICLR ×2 AAAI ×1 CCS ×1

Frequent coauthors

Yuanpu Cao

×12

Bochuan Cao

×12

Lu Lin

×9

Fenglong Ma

×8

Ting Wang

×8

Ziyi Yin

×5

Yujia Wang

×4

Jiaqi Wang

×4

Tianrong Zhang

×4

Changjiang Li

×3

Yurui Chang

×2

Muchao Ye

×2

Papers

Can Factual Opinions Be Edited (Manipulated) in Large Language Models?
ACL 2026 ·
Yuanpu Cao
,
Ziyi Yin
,
Fenglong Ma
, Jinghui Chen
ICDAGENT: Empowering Agentic Large Language Models for Explainable Medical Coding
ACL 2026 ·
Ziyi Yin
,
Yuanpu Cao
,
Ting Wang
, Jinghui Chen,
Fenglong Ma
AdvI2I: Adversarial Image Attack on Image-to-Image Diffusion Models
ICML 2025 ·
Yaopei Zeng
,
Yuanpu Cao
,
Bochuan Cao
,
Yurui Chang
, Jinghui Chen,
Lu Lin
AltLoRA: Towards Better Gradient Approximation in Low-Rank Adaptation with Alternating Projections
NeurIPS 2025 ·
Xin Yu
,
Yujia Wang
, Jinghui Chen,
Lingzhou Xue
JoPA: Explaining Large Language Model's Generation via Joint Prompt Attribution
ACL 2025 ·
Yurui Chang
,
Bochuan Cao
,
Yujia Wang
, Jinghui Chen,
Lu Lin
Phi: Preference Hijacking in Multi-modal Large Language Models at Inference Time
EMNLP 2025 ·
Yifan Lan
,
Yuanpu Cao
,
Weitong Zhang
,
Lu Lin
, Jinghui Chen
PlagBench: Exploring the Duality of Large Language Models in Plagiarism Generation and Detection
NAACL 2025 ·
Jooyoung Lee
,
Toshini Agrawal
,
Adaku Uchendu
,
Thai Le
, Jinghui Chen,
Dongwon Lee
Shadow-Activated Backdoor Attacks on Multimodal Large Language Models
ACL 2025 ·
Ziyi Yin
,
Muchao Ye
,
Yuanpu Cao
,
Jiaqi Wang
,
Aofei Chang
,
Han Liu
, Jinghui Chen,
Ting Wang
,
Fenglong Ma
TruthFlow: Truthful LLM Generation via Representation Flow Correction
ICML 2025 ·
Hanyu Wang
,
Bochuan Cao
,
Yuanpu Cao
, Jinghui Chen
Watch the Watchers! On the Security Risks of Robustness-Enhancing Diffusion Models
USENIX Security 2025 ·
Changjiang Li
,
Ren Pang
,
Bochuan Cao
, Jinghui Chen,
Fenglong Ma
,
Shouling Ji
,
Ting Wang
WordGame: Efficient & Effective LLM Jailbreak via Simultaneous Obfuscation in Query and Response
NAACL 2025 ·
Tianrong Zhang
,
Bochuan Cao
,
Yuanpu Cao
,
Lu Lin
,
Prasenjit Mitra
, Jinghui Chen
You Can't Steal Nothing: Mitigating Prompt Leakages in LLMs via System Vectors
CCS 2025 ·
Bochuan Cao
,
Changjiang Li
,
Yuanpu Cao
,
Yameng Ge
,
Ting Wang
, Jinghui Chen
Backdoor Contrastive Learning via Bi-level Trigger Optimization
ICLR 2024 ·
Weiyu Sun
,
Xinyu Zhang
,
Hao Lu
,
Ying-Cong Chen
,
Ting Wang
, Jinghui Chen,
Lu Lin
Data Free Backdoor Attacks
NeurIPS 2024 ·
Bochuan Cao
,
Jinyuan Jia
,
Chuxuan Hu
,
Wenbo Guo
,
Zhen Xiang
, Jinghui Chen,
Bo Li
,
Dawn Song
Defending Against Alignment-Breaking Attacks via Robustly Aligned LLM
ACL 2024 ·
Bochuan Cao
,
Yuanpu Cao
,
Lu Lin
, Jinghui Chen
FADAS: Towards Federated Adaptive Asynchronous Optimization
ICML 2024 ·
Yujia Wang
,
Shiqiang Wang
,
Songtao Lu
, Jinghui Chen
FEDKIM: Adaptive Federated Knowledge Injection into Medical Foundation Models
EMNLP 2024 ·
Xiaochen Wang
,
Jiaqi Wang
,
Houping Xiao
, Jinghui Chen,
Fenglong Ma
FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated Knowledge Injection
NeurIPS 2024 ·
Jiaqi Wang
,
Xiaochen Wang
,
Lingjuan Lyu
, Jinghui Chen,
Fenglong Ma
Graph Adversarial Diffusion Convolution
ICML 2024 ·
Songtao Liu
, Jinghui Chen,
Tianfan Fu
,
Lu Lin
,
Marinka Zitnik
,
Dinghao Wu
Jailbreak Open-Sourced Large Language Models via Enforced Decoding
ACL 2024 ·
Hangfan Zhang
,
Zhimeng Guo
,
Huaisheng Zhu
,
Bochuan Cao
,
Lu Lin
,
Jinyuan Jia
, Jinghui Chen,
Dinghao Wu
On the Difficulty of Defending Contrastive Learning against Backdoor Attacks
USENIX Security 2024 ·
Changjiang Li
,
Ren Pang
,
Bochuan Cao
,
Zhaohan Xi
, Jinghui Chen,
Shouling Ji
,
Ting Wang
Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization
NeurIPS 2024 ·
Yuanpu Cao
,
Tianrong Zhang
,
Bochuan Cao
,
Ziyi Yin
,
Lu Lin
,
Fenglong Ma
, Jinghui Chen
PromptFix: Few-shot Backdoor Removal via Adversarial Prompt Tuning
NAACL 2024 ·
Tianrong Zhang
,
Zhaohan Xi
,
Ting Wang
,
Prasenjit Mitra
, Jinghui Chen
Stealthy and Persistent Unalignment on Large Language Models via Backdoor Injections
NAACL 2024 ·
Yuanpu Cao
,
Bochuan Cao
, Jinghui Chen
Tackling the Data Heterogeneity in Asynchronous Federated Learning with Cached Update Calibration
ICLR 2024 ·
Yujia Wang
,
Yuanpu Cao
,
Jingcheng Wu
,
Ruoyu Chen
, Jinghui Chen
Unveiling the Secrets without Data: Can Graph Neural Networks Be Exploited through Data-Free Model Extraction Attacks?
USENIX Security 2024 ·
Yuanxin Zhuang
,
Chuan Shi
,
Mengmei Zhang
, Jinghui Chen,
Lingjuan Lyu
,
Pan Zhou
,
Lichao Sun
VQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-trained Models
AAAI 2024 ·
Ziyi Yin
,
Muchao Ye
,
Tianrong Zhang
,
Jiaqi Wang
,
Han Liu
, Jinghui Chen,
Ting Wang
,
Fenglong Ma