Wenjie Ruan

University of Exeter, UK

17 papers at tracked venues · 13 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-8311-8738 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×4 NeurIPS ×3 ACL ×2 CVPR ×2 ECCV ×1 EMNLP ×1 ICCV ×1 ICDM ×1 ICML ×1 IJCAI ×1

Frequent coauthors

Xiaowei Huang

×10

Xingyu Zhao

×6

Xiangyu Yin

×5

Yi Zhang

×4

Yanghao Zhang

×4

Ronghui Mu

×4

Zhen Chen

×3

Tianle Zhang

×3

Ruiyang Ni

×2

Changlong Li

×2

Shuaibiao Han

×2

Zhiyu Yi

×2

Papers

Defending LLMs against Jailbreak Attacks via Template-Based ICL with a Defensive Suffix
ACL 2026 ·
Ruiyang Ni
,
Changlong Li
,
Shuaibiao Han
,
Zhiyu Yi
,
Perley Xu
, Wenjie Ruan
Dictionary Guided Sparse Logit Editing for Reliable Jailbreak Attacks
ACL 2026 ·
Shuaibiao Han
,
Ruiyang Ni
,
Zhiyu Yi
,
Changlong Li
,
Perley Xu
, Wenjie Ruan
Fragile by Design: On the Limits of Adversarial Defenses in Personalized DreamBooth Generation
AAAI 2026 ·
Zhen Chen
,
Yi Zhang
,
Xiangyu Yin
,
Chengxuan Qin
,
Xingyu Zhao
,
Xiaowei Huang
, Wenjie Ruan
A Black-Box Evaluation Framework for Semantic Robustness in Bird's Eye View Detection
AAAI 2025 ·
Fu Wang
,
Yanghao Zhang
,
Xiangyu Yin
,
Guangliang Cheng
,
Zeyu Fu
,
Xiaowei Huang
, Wenjie Ruan
Adversarial Training for Probabilistic Robustness
ICCV 2025 ·
Yi Zhang
,
Yuhang Chen
,
Zhen Chen
, Wenjie Ruan,
Xiaowei Huang
,
Siddartha Khastgir
,
Xingyu Zhao
FALCON: Fine-grained Activation Manipulation by Contrastive Orthogonal Unalignment for Large Language Model
NeurIPS 2025 ·
Jinwei Hu
,
Zhenglin Huang
,
Xiangyu Yin
, Wenjie Ruan,
Guangliang Cheng
,
Yi Dong
,
Xiaowei Huang
FAP: A Foveation-Inspired Adversarial Purification Pipeline for Enhancing Robustness in Mammography Classification
ICDM 2025 ·
Ghazal Lalooha
, Wenjie Ruan,
Venus Haghighi
,
Xinshu Li
,
Quan Z. Sheng
Boosting Adversarial Training via Fisher-Rao Norm-Based Regularization
CVPR 2024 ·
Xiangyu Yin
, Wenjie Ruan
CROWD: Certified Robustness via Weight Distribution for Smoothed Classifiers against Backdoor Attack
EMNLP 2024 ·
Siqi Sun
,
Procheta Sen
, Wenjie Ruan
PRASS: Probabilistic Risk-averse Robust Learning with Stochastic Search
IJCAI 2024 ·
Tianle Zhang
,
Yanghao Zhang
,
Ronghui Mu
,
Jiaxu Liu
,
Jonathan E. Fieldsend
, Wenjie Ruan
Position: Building Guardrails for Large Language Models Requires Systematic Design
ICML 2024 ·
Yi Dong
,
Ronghui Mu
,
Gaojie Jin
,
Yi Qi
,
Jinwei Hu
,
Xingyu Zhao
,
Jie Meng
, Wenjie Ruan,
Xiaowei Huang
ProTIP: Probabilistic Robustness Verification on Text-to-Image Diffusion Models Against Stochastic Perturbation
ECCV 2024 ·
Yi Zhang
,
Yun Tang
, Wenjie Ruan,
Xiaowei Huang
,
Siddartha Khastgir
,
Paul A. Jennings
,
Xingyu Zhao
Representation-Based Robustness in Goal-Conditioned Reinforcement Learning
AAAI 2024 ·
Xiangyu Yin
,
Sihao Wu
,
Jiaxu Liu
,
Meng Fang
,
Xingyu Zhao
,
Xiaowei Huang
, Wenjie Ruan
Reward Certification for Policy Smoothed Reinforcement Learning
AAAI 2024 ·
Ronghui Mu
,
Leandro Soriano Marcolino
,
Yanghao Zhang
,
Tianle Zhang
,
Xiaowei Huang
, Wenjie Ruan
TARP-VP: Towards Evaluation of Transferred Adversarial Robustness and Privacy on Label Mapping Visual Prompting Models
NeurIPS 2024 ·
Zhen Chen
,
Yi Zhang
,
Fu Wang
,
Xingyu Zhao
,
Xiaowei Huang
, Wenjie Ruan
The Implicit Bias of Gradient Descent toward Collaboration between Layers: A Dynamic Analysis of Multilayer Perceptions
NeurIPS 2024 ·
Zheng Wang
,
Geyong Min
, Wenjie Ruan
Towards Fairness-Aware Adversarial Learning
CVPR 2024 ·
Yanghao Zhang
,
Tianle Zhang
,
Ronghui Mu
,
Xiaowei Huang
, Wenjie Ruan