3 papers
cs.AI2026
ItinBench: Benchmarking Planning Across Multiple Cognitive Dimensions with Large Language Models
Tianlong Wang, Pinqiao Wang, Weili Shi +1
Large language models (LLMs) with advanced cognitive capabilities are emerging as agents for various reasoning and planning tasks. Traditional evaluations often focus on specific r…
cs.LG2026
Multi-Agent Debate: A Unified Agentic Framework for Tabular Anomaly Detection
Pinqiao Wang, Sheng Li
Tabular anomaly detection is often handled by single detectors or static ensembles, even though strong performance on tabular data typically comes from heterogeneous model families…
q-fin.CP2024
FinRobot: AI Agent for Equity Research and Valuation with Large Language Models
Tianyu Zhou, Pinqiao Wang, Yilin Wu +1
As financial markets grow increasingly complex, there is a rising need for automated tools that can effectively assist human analysts in equity research, particularly within sell-s…