updated 2 public sources
LLM reasoningreinforcement learningfinancial searchLLM agents

Current frame

ByteDance Seed author on reasoning models and financial-search benchmarks for LLM agents.

Extended note

Liang Hu is publicly listed as an author on ByteDance Seed's Seed1.5-Thinking report on reinforcement learning for reasoning models. Separate OpenReview evidence for the ICLR 2026 paper FINSEARCHCOMP lists Liang Hu as a corresponding author at ByteDance Seed and provides a ByteDance email address, supporting a research profile centered on financial search, reasoning, and LLM-agent evaluation. Public biographical detail beyond these research attributions remains limited.