📝 Publications

(* co-first author / equal contributions)

Main Publication

• COLM 2026 FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks
  Yupeng Cao, et al.
• ACL 2025 INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent
  Haohang Li*, Yupeng Cao*, Yangyang Yu*,…, Zining Zhu, K.P. Subbalakshmi, Jordan W. Suchow.
• ACL 2025 FLAG-TRADER: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial Trading
  Guojun Xiong, Zhiyang Deng, Keyi Wang, Yupeng Cao, Haohang Li, Yangyang Yu, Xiao-Yang Liu, Jimin Huang, Sophia Ananiadou, Qianqian Xie.
• AAAI-W 2025 Can Large Language Models Detect Misinformation in Scientific News Reporting?
  Yupeng Cao, Aishwarya Nair, Nastaran Jamalipour Soofi, Elyon Eyimife, Koduvayur Subbalakshmi.
• NeurIPS 2024 FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making
  Yangyang Yu*, Zhiyuan Yao*, Haohang Li*, Yupeng Cao*, et al.
• ICAIF 2024 (Oral) ECC Analyzer: Extract Trading Signal from Earnings Conference Calls using Large Language Model for Stock Volatility Prediction
  Yupeng Cao, Zhi Chen, Qingyun Pei, Prashant Kumar, K.P. Subbalakshmi, Papa Momar Ndiaye.
• ICLR-W 2022 Causal-TGAN: Modeling tabular data using causally-aware GAN
  Bingyang Wen, Yupeng Cao, Fan Yang, K.P. Subbalakshmi, R. Chandramouli.
• InterSpeech 2021 Modular multi-modal attention network for Alzheimer’s disease detection using patient audio and language data
  Ning Wang, Yupeng Cao, Shuai Hao, Zongru Shao, and K. Subbalakshmi.