(I have a pretty unfavorable view of LLMs myself, but) a quick search for "LLM" does find four sessions of the colocated LMPL workshop that are explicitly about LLMs and AI agents, plus a spread of other work across the schedule. ("LMPL" stands for "Language Models and Programming Languages", so I guess that's no surprise.)