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Jipeng Qiang · Jiahao Zhu · Yi Zhu · Chaowei Zhang
Live-stream E-commerce faces significant challenges from morphs, deliberate linguistic variants used to evade real-time voice filters and amplify product claims illegally. While critical for regulatory enforcement, Live Auditory Morph Resolution (LiveAMR) research is hindered by limited datasets:...
Derong Xu · Yanxin Chen · an Jiaotong University) · an Jiaotong University) · Chao Zhang · Maolin WANG · Yiqi Wang · Jipeng Qiang · Xuetao Wei · Hongzhi Yin · an Jiaotong University) · an Jiaotong University)
Large vision-language models (LVLMs) have shown significant progress in video understanding, but they struggle to scale to long videos due to limited context windows. Existing methods reduce input dimensionality via frame sampling and feature compression, yet discard details and incur high comput...