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Li, Tianlin
13 publications
ICML
2025
Defending LVLMs Against Vision Attacks Through Partial-Perception Supervision
Qi Zhou
,
Dongxia Wang
,
Tianlin Li
,
Yun Lin
,
Yang Liu
,
Jin Song Dong
,
Qing Guo
ICLRW
2025
Defending LVLMs Against Vision Attacks Through Partial-Perception Supervision
Qi Zhou
,
Tianlin Li
,
Qing Guo
,
Dongxia Wang
,
Yun Lin
,
Yang Liu
,
Jin Song Dong
AAAI
2025
Perception-Guided Jailbreak Against Text-to-Image Models
Yihao Huang
,
Le Liang
,
Tianlin Li
,
Xiaojun Jia
,
Run Wang
,
Weikai Miao
,
Geguang Pu
,
Yang Liu
ICLR
2025
STAFF: Speculative Coreset Selection for Task-Specific Fine-Tuning
Xiaoyu Zhang
,
Juan Zhai
,
Shiqing Ma
,
Chao Shen
,
Tianlin Li
,
Weipeng Jiang
,
Yang Liu
ICLR
2024
BadEdit: Backdooring Large Language Models by Model Editing
Yanzhou Li
,
Tianlin Li
,
Kangjie Chen
,
Jian Zhang
,
Shangqing Liu
,
Wenhan Wang
,
Tianwei Zhang
,
Yang Liu
AAAI
2024
FedMut: Generalized Federated Learning via Stochastic Mutation
Ming Hu
,
Yue Cao
,
Anran Li
,
Zhiming Li
,
Chengwei Liu
,
Tianlin Li
,
Mingsong Chen
,
Yang Liu
ICLR
2024
IRAD: Implicit Representation-Driven Image Resampling Against Adversarial Attacks
Yue Cao
,
Tianlin Li
,
Xiaofeng Cao
,
Ivor Tsang
,
Yang Liu
,
Qing Guo
ICML
2024
Improving Neural Logic Machines via Failure Reflection
Zhiming Li
,
Yushi Cao
,
Yan Zheng
,
Xu Liu
,
Bozhi Wu
,
Tianlin Li
,
Xiufeng Xu
,
Junzhe Jiang
,
Yon Shin Teo
,
Shang-Wei Lin
,
Yang Liu
AAAI
2024
Personalization as a Shortcut for Few-Shot Backdoor Attack Against Text-to-Image Diffusion Models
Yihao Huang
,
Felix Juefei-Xu
,
Qing Guo
,
Jie Zhang
,
Yutong Wu
,
Ming Hu
,
Tianlin Li
,
Geguang Pu
,
Yang Liu
NeurIPS
2024
SampDetox: Black-Box Backdoor Defense via Perturbation-Based Sample Detoxification
Yanxin Yang
,
Chentao Jia
,
DengKe Yan
,
Ming Hu
,
Tianlin Li
,
Xiaofei Xie
,
Xian Wei
,
Mingsong Chen
ICML
2023
FAIRER: Fairness as Decision Rationale Alignment
Tianlin Li
,
Qing Guo
,
Aishan Liu
,
Mengnan Du
,
Zhiming Li
,
Yang Liu
IJCAI
2023
Fairness via Group Contribution Matching
Tianlin Li
,
Zhiming Li
,
Anran Li
,
Mengnan Du
,
Aishan Liu
,
Qing Guo
,
Guozhu Meng
,
Yang Liu
ICLR
2020
Knowledge Consistency Between Neural Networks and Beyond
Ruofan Liang
,
Tianlin Li
,
Longfei Li
,
Jing Wang
,
Quanshi Zhang