The Gyarfas-Sumner conjecture states that for every tree $T$, there is a function $f$ such that graphs with no induced $T$ have chromatic number bounded by $f$ of their clique number. Hajnal and Rodl proved that if we replace "clique number" by "biclique number" (the largest $t$ such that the graph contains $K_{t,t}$ as a subgraph) then the conjecture holds.
Bonamy, Bousquet, Pilipczuk, Rzazewski, Thomasse and Walczak recently showed that in this setting, if $T$ is a path, $f$ is polynomial. I will talk about a result extending this to all trees.
Joint work with Alex Scott and Paul Seymour.