Large Language Models as Foundations for Next-Gen Dense Retrieval: A Comprehensive Empirical Assessment. - Kun Luo; Minghao Qin; Zheng Liu 011; Shitao Xiao; Jun Zhao 001; Kang Liu 001 (EMNLP, 2024)

RAM-NAS: Resource-aware Multiobjective Neural Architecture Search Method for Robot Vision Tasks. - Shouren Mao; Minghao Qin; Wei Dong 004; Huajian Liu; Yongzhuo Gao (IROS, 2024)

Video-XL: Extra-Long Vision Language Model for Hour-Scale Video Understanding. - Yan Shu; Peitian Zhang; Zheng Liu 011; Minghao Qin; Junjie Zhou 001; Tie-Jun Huang 001; Bo Zhao 015 (CoRR, 2024)

MLVU: Benchmarking Multi-task Long Video Understanding. - Junjie Zhou 001; Yan Shu; Bo Zhao 015; Boya Wu; Zhengyang Liang; Shitao Xiao; Minghao Qin; Xi Yang; Yongping Xiong; Bo Zhang; Tiejun Huang 001; Zheng Liu 011 (CVPR, 2025)

Video-XL: Extra-Long Vision Language Model for Hour-Scale Video Understanding. - Yan Shu; Zheng Liu 011; Peitian Zhang; Minghao Qin; Junjie Zhou 001; Zhengyang Liang; Tiejun Huang 001; Bo Zhao 015 (CVPR, 2025)

Making Text Embedders Few-Shot Learners. - Chaofan Li; Minghao Qin; Shitao Xiao; Jianlyu Chen; Kun Luo; Defu Lian; Yingxia Shao; Zheng Liu 011 (ICLR, 2025)

Video-XL-2: Towards Very Long-Video Understanding Through Task-Aware KV Sparsification. - Minghao Qin; Xiangrui Liu; Zhengyang Liang; Yan Shu; Huaying Yuan; Junjie Zhou 001; Shitao Xiao; Bo Zhao 015; Zheng Liu 011 (CoRR, 2025)

Task-Aware KV Compression For Cost-Effective Long Video Understanding. - Minghao Qin; Yan Shu; Peitian Zhang; Kun Lun; Huaying Yuan; Junjie Zhou 001; Shitao Xiao; Bo Zhao 015; Zheng Liu 011 (CoRR, 2025)