Jiawei Liang

PhD student, SUN YAT-SEN UNIVERSITY

Joined

March 2022

Names

Jiawei Liang (Preferred)

,

Liang Jiawei

Emails

****@mail2.sysu.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

SUN YAT-SEN UNIVERSITY (sysu.edu.cn)

2024 – Present

Advisors, Relations & Conflicts

Coauthor

2021 – Present

Coauthor

2021 – Present

Expertise

deep learning

2021 – Present

adversarial attack

2021 – Present

Publications

Explaining Multimodal LLMs via Intra-Modal Token Interactions
Jiawei Liang, Ruoyu Chen, Xianghao Jiao, Si-Yuan Liang, Shiming Liu, Qunli Zhang, zheng hu, Xiaochun Cao
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Subset Selection-based Attribution Regularization for Rational and Stable Interpretability
Xianghao Jiao, Ruoyu Chen, Wei Wang, Shiming Liu, Qunli Zhang, zheng hu, Jiawei Liang, Haifeng Xia, Xiaochun Cao
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Efficient Backdoor Defense in Multimodal Contrastive Learning: A Token-Level Unlearning Method for Mitigating Threats
Kuanrong Liu, Siyuan Liang, Jiawei Liang, Pengwen Dai, Xiaochun Cao
- CoRR 2024
- Readers: Everyone
Revisiting Backdoor Attacks against Large Vision-Language Models
Siyuan Liang, Jiawei Liang, Tianyu Pang, Chao Du, Aishan Liu, Ee-Chien Chang, Xiaochun Cao
- CoRR 2024
- Readers: Everyone
Unlearning Backdoor Threats: Enhancing Backdoor Defense in Multimodal Contrastive Learning via Local Token Unlearning
Siyuan Liang, Kuanrong Liu, Jiajun Gong, Jiawei Liang, Yuan Xun, Ee-Chien Chang, Xiaochun Cao
- CoRR 2024
- Readers: Everyone
Adversarial Backdoor Defense in CLIP
Junhao Kuang, Siyuan Liang, Jiawei Liang, Kuanrong Liu, Xiaochun Cao
- CoRR 2024
- Readers: Everyone
Poisoned Forgery Face: Towards Backdoor Attacks on Face Forgery Detection
Jiawei Liang, Siyuan Liang, Aishan Liu, Xiaojun Jia, Junhao Kuang, Xiaochun Cao
- ICLR 2024
- Readers: Everyone
VL-Trojan: Multimodal Instruction Backdoor Attacks against Autoregressive Visual Language Models
Jiawei Liang, Siyuan Liang, Man Luo, Aishan Liu, Dongchen Han, Ee-Chien Chang, Xiaochun Cao
- CoRR 2024
- Readers: Everyone
Poisoned Forgery Face: Towards Backdoor Attacks on Face Forgery Detection
Jiawei Liang, Siyuan Liang, Aishan Liu, Xiaojun Jia, Junhao Kuang, Xiaochun Cao
- ICLR 2024 spotlight
- Readers: Everyone
Exploring Inconsistent Knowledge Distillation for Object Detection with Data Augmentation
Jiawei Liang, Siyuan Liang, Aishan Liu, Ke Ma, Jingzhi Li, Xiaochun Cao
- Published: 01 Jan 2023, Last Modified: 05 Nov 2023
- ACM Multimedia 2023
- Readers: Everyone

View all 11 publications

Co-Authors

View all 26 co-authors