Reviving the Context: Camera Trap Species Classification as Link Prediction on Multimodal Knowledge Graphs. - Vardaan Pahuja; Weidi Luo; Yu Gu 016; Cheng-Hao Tu 001; Hong-You Chen; Tanya Y. Berger-Wolf; Charles V. Stewart; Song Gao 001; Wei-Lun Chao; Yu Su 001 (CIKM, 2024)

Bringing Back the Context: Camera Trap Species Identification as Link Prediction on Multimodal Knowledge Graphs. - Vardaan Pahuja; Weidi Luo; Yu Gu 016; Cheng-Hao Tu 001; Hong-You Chen; Tanya Y. Berger-Wolf; Charles V. Stewart; Song Gao 001; Wei-Lun Chao; Yu Su 001 (CoRR, 2024)

JailBreakV-28K: A Benchmark for Assessing the Robustness of MultiModal Large Language Models against Jailbreak Attacks. - Weidi Luo; Siyuan Ma; Xiaogeng Liu; Xiaoyu Guo; Chaowei Xiao (CoRR, 2024)

Visual-RolePlay: Universal Jailbreak Attack on MultiModal Large Language Models via Role-playing Image Characte. - Siyuan Ma; Weidi Luo; Yu Wang; Xiaogeng Liu; Muhao Chen 001; Bo Li 026; Chaowei Xiao (CoRR, 2024)

Guide for Defense (G4D): Dynamic Guidance for Robust and Balanced Defense in Large Language Models. - He Cao; Weidi Luo; Yu Wang; Zijing Liu; Bing Feng; Yuan Yao; Yu Li 003 (CoRR, 2024)

Robustness-aware Automatic Prompt Optimization. - Zeru Shi; Zhenting Wang; Yongye Su; Weidi Luo; Fan Yang; Yongfeng Zhang (CoRR, 2024)

Disentangling Memory and Reasoning Ability in Large Language Models. - Mingyu Jin; Weidi Luo; Sitao Cheng; Xinyi Wang 003; Wenyue Hua; Ruixiang Tang; William Yang Wang; Yongfeng Zhang (ACL (1), 2025)

AGrail: A Lifelong Agent Guardrail with Effective and Adaptive Safety Detection. - Weidi Luo; Shenghong Dai; Xiaogeng Liu; Suman Banerjee 001; Huan Sun 001; Muhao Chen 001; Chaowei Xiao (ACL (1), 2025)

Dynamic Guided and Domain Applicable Safeguards for Enhanced Security in Large Language Models. - Weidi Luo; He Cao; Zijing Liu; Yu Wang; Aidan Wong; Bin Feng 001; Yuan Yao 013; Yu Li 003 (NAACL (Findings), 2025)

Doxing via the Lens: Revealing Privacy Leakage in Image Geolocation for Agentic Multi-Modal Large Reasoning Model. - Weidi Luo; Qiming Zhang; Tianyu Lu; Xiaogeng Liu; Yue Zhao 016; Zhen Xiang; Chaowei Xiao (CoRR, 2025)

Alignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges. - Haoran Lu; Luyang Fang; Ruidong Zhang; Xinliang Li; Jiazhang Cai; Huimin Cheng; Lin Tang; Ziyu Liu; Zeliang Sun; Tao Wang; Yingchuan Zhang; Arif Hassan Zidan; et al. (CoRR, 2025)