Taming Pre-trained Language Models with N-gram Representations for Low-Resource Domain Adaptation. - Shizhe Diao; Ruijia Xu; Hongjin Su; Yilei Jiang; Yan Song 003; Tong Zhang 001 (ACL/IJCNLP (1), 2021)

Finite-time Motion Planning of Multi-agent Systems with Collision Avoidance. - Yilei Jiang; Dongkun Han (ASCC, 2022)

Event-Customized Image Generation. - Zhen Wang 004; Yilei Jiang; Dong Zheng; Jun Xiao 001; Long Chen 016 (CoRR, 2024)

DebiasDiff: Debiasing Text-to-image Diffusion Models with Self-discovering Latent Attribute Directions. - Yilei Jiang; Weihong Li; Yiyuan Zhang; Minghong Cai; Xiangyu Yue 001 (CoRR, 2024)

RapGuard: Safeguarding Multimodal Large Language Models via Rationale-aware Defensive Prompting. - Yilei Jiang; Yingshui Tan; Xiangyu Yue 001 (CoRR, 2024)

HiddenDetect: Detecting Jailbreak Attacks against Multimodal Large Language Models via Monitoring Hidden States. - Yilei Jiang; Xinyan Gao; Tianshuo Peng; Yingshui Tan; Xiaoyong Zhu; Bo Zheng 007; Xiangyu Yue 001 (ACL (1), 2025)

Equilibrate RLHF: Towards Balancing Helpfulness-Safety Trade-off in Large Language Models. - Yingshui Tan; Yilei Jiang; Yanshi Li; Jiaheng Liu; Xingyuan Bu; Wenbo Su; Xiangyu Yue 001; Xiaoyong Zhu; Bo Zheng 007 (CoRR, 2025)

HiddenDetect: Detecting Jailbreak Attacks against Large Vision-Language Models via Monitoring Hidden States. - Yilei Jiang; Xinyan Gao; Tianshuo Peng; Yingshui Tan; Xiaoyong Zhu; Bo Zheng 007; Xiangyu Yue 001 (CoRR, 2025)

MME-Reasoning: A Comprehensive Benchmark for Logical Reasoning in MLLMs. - Jiakang Yuan; Tianshuo Peng; Yilei Jiang; Yiting Lu; Renrui Zhang; Kaituo Feng; Chaoyou Fu; Tao Chen 003; Lei Bai 001; Bo Zhang 069; Xiangyu Yue 001 (CoRR, 2025)

Pushing the Limits of Safety: A Technical Report on the ATLAS Challenge 2025. - Zonghao Ying; Siyang Wu; Run Hao; Peng Ying; Shixuan Sun; Pengyu Chen; Junze Chen; Hao Du; Kaiwen Shen; Shangkun Wu; Jiwei Wei; Shiyuan He; et al. (CoRR, 2025)

MSR-Align: Policy-Grounded Multimodal Alignment for Safety-Aware Reasoning in Vision-Language Models. - Yinan Xia; Yilei Jiang; Yingshui Tan; Xiaoyong Zhu; Xiangyu Yue 001; Bo Zheng 007 (CoRR, 2025)

ScreenCoder: Advancing Visual-to-Code Generation for Front-End Automation via Modular Multimodal Agents. - Yilei Jiang; Yaozhi Zheng; Yuxuan Wan; Jiaming Han; Qunzhong Wang; Michael R. Lyu; Xiangyu Yue 001 (CoRR, 2025)