Modality-Free Violence Detection via Cross-Modal Causal Attention and Feature Distillation. - Jiaxu Leng; Zhanjie Wu; Mengjingcheng Mo; Mingpi Tan; Shuang Li; Xinbo Gao 001 (ICME, 2024)

Dual Space Embedding Learning For Weakly Supervised Audio-Visual Violence Detection. - Yiran Liu; Zhanjie Wu; Mengjingcheng Mo; Ji Gan; Jiaxu Leng; Xinbo Gao 001 (ICME, 2024)

Beyond Euclidean: Dual-Space Representation Learning for Weakly Supervised Video Violence Detection. - Jiaxu Leng; Zhanjie Wu; Mingpi Tan; Yiran Liu; Ji Gan; Haosheng Chen 001; Xinbo Gao 001 (NeurIPS, 2024)

EHGCN: Hierarchical Euclidean-Hyperbolic Fusion via Motion-Aware GCN for Hybrid Event Stream Perception. - Haosheng Chen 001; Lian Luo; Mengjingcheng Mo; Zhanjie Wu; Guobao Xiao; Ji Gan; Jiaxu Leng; Xinbo Gao 001 (CoRR, 2025)

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance. - Jiaxu Leng; Zhanjie Wu; Mingpi Tan; Mengjingcheng Mo; Jiankang Zheng; Qingqing Li; Ji Gan; Xinbo Gao 001 (CoRR, 2025)