FuzzLLM: A Novel and Universal Fuzzing Framework for Proactively Discovering Jailbreak Vulnerabilities in Large Language Models. - Dongyu Yao; Jianshu Zhang 003; Ian G. Harris; Marcel Carlsson (CoRR, 2023)

MLLM-Protector: Ensuring MLLM's Safety without Hurting Performance. - Renjie Pi; Tianyang Han; Jianshu Zhang 003; Yueqi Xie; Rui Pan 002; Qing Lian; Hanze Dong; Jipeng Zhang; Tong Zhang 001 (EMNLP, 2024)

FIRST: Teach A Reliable Large Language Model Through Efficient Trustworthy Distillation. - KaShun Shum; Minrui Xu; Jianshu Zhang 003; Zixin Chen; Shizhe Diao; Hanze Dong; Jipeng Zhang; Muhammad Omer Raza (EMNLP, 2024)

Image Textualization: An Automatic Framework for Generating Rich and Detailed Image Descriptions. - Renjie Pi; Jianshu Zhang 003; Jipeng Zhang; Rui Pan 002; Zhekai Chen; Tong Zhang 001 (NeurIPS, 2024)

CORE: Mitigating Catastrophic Forgetting in Continual Learning through Cognitive Replay. - Jianshu Zhang 003; Yankai Fu; Ziheng Peng; Dongyu Yao; Kun He (CoRR, 2024)

Image Textualization: An Automatic Framework for Creating Accurate and Detailed Image Descriptions. - Renjie Pi; Jianshu Zhang 003; Jipeng Zhang; Rui Pan 002; Zhekai Chen; Tong Zhang 001 (CoRR, 2024)

Bridge-Coder: Unlocking LLMs' Potential to Overcome Language Gaps in Low-Resource Code. - Jipeng Zhang; Jianshu Zhang 003; Yuanzhe Li; Renjie Pi; Rui Pan 002; Runtao Liu; Ziqiang Zheng; Tong Zhang 001 (CoRR, 2024)

VLM2-Bench: A Closer Look at How Well VLMs Implicitly Link Explicit Matching Visual Cues. - Jianshu Zhang 003; Dongyu Yao; Renjie Pi; Paul Pu Liang; Yi R. Fung 001 (ACL (1), 2025)

Bridge-Coder: Transferring Model Capabilities from High-Resource to Low-Resource Programming Language. - Jipeng Zhang; Jianshu Zhang 003; Yuanzhe Li; Renjie Pi; Rui Pan 002; Runtao Liu; Ziqiang Zheng; Tong Zhang 001 (ACL (Findings), 2025)

Personalized Visual Instruction Tuning. - Renjie Pi; Jianshu Zhang 003; Tianyang Han; Jipeng Zhang; Rui Pan 002; Tong Zhang 001 (ICLR, 2025)

VLM2-Bench: A Closer Look at How Well VLMs Implicitly Link Explicit Matching Visual Cues. - Jianshu Zhang 003; Dongyu Yao; Renjie Pi; Paul Pu Liang; Yi R. Fung 001 (CoRR, 2025)