Attention-MoA: Enhancing Mixture-of-Agents via Inter-Agent Semantic Attention and Deep Residual Synthesis. - Jianyu Wen; Yang Wei; Xiongxi Yu; Changxuan Xiao; Ke Zeng (CoRR, 2026)

UniCreative: Unifying Long-form Logic and Short-form Sparkle via Reference-Free Reinforcement Learning. - Xiaolong Wei; Zerun Zhu; Simin Niu; Xingyu Zhang; Peiying Yu; Changxuan Xiao; Yuchen Li; Jicheng Yang; Zhejun Zhao; Chong Meng; Long Xia; Daiting Shi (CoRR, 2026)