Posts by Collection

Fin-R1 — Open-Source Financial Reasoning LLM

China’s first open-source financial reasoning LLM (7B). FinEval score 75.2 (2nd place overall).

ICBC — Scientist–Entrepreneur Discovery Agent

Agent + RAG system for identifying high-net-worth scientists and generating personalized marketing strategies.

Medusa — Unified Content-Safety Moderation Model

Production-grade unified moderation model: 92.3% accuracy, −35% false positives, +60% efficiency.

WeMM-Embedding — Multimodal Embedding Model

Open-source SOTA on MMEB-V2 (0.7523) and UVRB video retrieval (0.686).

FinVault: Benchmarking Financial Agent Safety in Execution-Grounded Environments

Published in Under review at ACL 2026, 2026

A benchmark for evaluating the safety of financial agents in execution-grounded environments.

Recommended citation: Runguo Li*, et al. (2026). "FinVault: Benchmarking Financial Agent Safety in Execution-Grounded Environments." Under review at ACL 2026. (* First Co-Author)