CoSTr: Fully Sparse Transformer with Mutual Information for Pragmatic Collaborative PerceptionJan 1, 2026·Chen Xia,Qianxin QuZiyi Song,Guipeng ZhangSheng ZhouZhisheng Niu· 0 min read PDF DOI CiteLast updated on Jan 1, 2026AuthorsChen XiaM.S.AuthorsZiyi SongPh.D.AuthorsSheng ZhouAssociate ProfessorAuthorsZhisheng NiuProfessor← C-MASS: Combinatorial Mobility-Aware Sensor Scheduling for Collaborative Perception With Second-Order Topology Approximation Jan 1, 2026DH-VLM: Dual-Horizon Cooperative Latent Reasoning for Autonomous Driving Jan 1, 2026 →