How Does Topology Bias Distort Message Passing in Graph Recommender? A Dirichlet Energy Perspective - Ji, Yanbiao; Ding, Yue; Luo, Dan; Liu, Chang; Lu, Yuxiang; Xin, Xin; Lu, Hongtao (Advances in Neural Information Processing Systems, 2025)