📝 Publications

(* means co-first author / equal contributions)

Main Publication

• ACL-W 2025 Detecting Hallucinations in Scientific Claims by Combining Prompting Strategies and Internal State Classification.
  Yupeng Cao, Chun-Nam Yu, K.P. Subbalakshmi
• 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*, Zhiyang Deng*, Yupeng Cao*, Jordan Suchow, K.P. Subbalakshmi, et al.
• ICAIF 2024 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.
• ICONIP 2019 Improving script identification by integrating text recognition information
  Yupeng Cao*, Jing Li*, Qiufeng Wang, Kaizhu Huang, and Rui Zhang.

Competition and Workshop Paper:

• FinNLP@IJCAI-24 CatMemo@ IJCAI 2024 FinLLM Challenge: Fine-Tuning Large Language Models using Data Fusion in Financial Applications
  Yupeng Cao, Zhiyuan Yao, Zhi Chen, Zhiyang Deng
• BEA 2022 Starting from “zero”: An incremental zero-shot learning approach for assessing peer feedback comments
  Qinjin Jia, Yupeng Cao, Edward F. Gehringer.

Others

• Fed-FIDS: A Efficient Federated Learning-Based Intrusion Detection Framework, MILCOM 2024. (AI + Networking)
  Fan Yang, Yupeng Cao, Bingyang Wen, Cristina Comaniciu, K.P. Subbalakshmi.
• Automated Handling and Feeding Techniques for Skewering Operations, Journal of the ASABE (2024). (AI + Mechanical)
  Jing Yi, Jiaqi Lyu, Wenbo Liu, Tianqi Yao, Yupeng Cao, Yuzhen Lu, and Xin Zhang.
• Cutting techniques in the fish industry: A critical review, Foods 11, no. 20 (2022): 3206. (AI + Mechanical)
  Wenbo Liu, Jiaqi Lyu, Di Wu, Yupeng Cao, Qingquan Ma, Yuzhen Lu, and Xin Zhang.