Publications - Yuzhe Yang

← Back to Home

Publications

(* indicates equal contribution; † indicates corresponding author)

2025
	TwinMarket: A Scalable Behavioral and Social Simulation for Financial Markets Yuzhe Yang, Yifei Zhang, Minghao Wu, Kaidi Zhang, Yunmiao Zhang, Honghai Yu†, Yan Hu, Benyou Wang† Best Paper Award, ICLR 2025 Workshop on Advances in Financial AI* A multi-agent framework that leverages LLMs to simulate socio-economic systems Paper / Code / Project Page
	UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models Yuzhe Yang, Yifei Zhang, Yan Hu, Yilin Guo, Ruoli Gan, Yueru He, Mingcong Lei, Xiao Zhang, Haining Wang, Qianqian Xie†, Jimin Huang, Honghai Yu†, Benyou Wang† Findings of NAACL 2025* #1 Paper of the day on Huggingface A User-Centric framework designed to evaluate LLMs' ability to handle complex financial tasks Paper / Code / Dataset
	FDPT: Federated Discrete Prompt Tuning for Black-Box Visual-Language Models Jiaqi Wu, Simin Chen, Jing Tang, Yuzhe Yang, Yiming Chen, Lixu Wang, Song Lin, Zehua Wang, Wei Chen, Zijian Tian ICCV 2025 Federated prompt tuning approach for black-box visual-language models Paper
	Feature Extraction and Steering for Enhanced Chain-of-Thought Reasoning in Language Models Zihao Li, Xu Wang, Yuzhe Yang, Ziyu Yao, Haoyi Xiong, Mengnan Du† arXiv preprint 2025 Enhance LLM reasoning by steering activations via a novel SAE-free method using Chain-of-Thought features, without external data Paper
2024
	Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications Jimin Huang, Mengxi Xiao, Dong Li, Zihao Jiang, Yuzhe Yang, Yifei Zhang, Lingfei Qian, Yan Wang, Xueqing Peng, Yang Ren, Ruoyu Xiang, Zhengyu Chen, Xiao Zhang, Yueru He, Weiguang Han, Shunian Chen, Lihang Shen, Daniel Kim, Yangyang Yu, Yupeng Cao, Zhiyang Deng, Haohang Li, Duanyu Feng, Yongfu Dai, VijayaSai Somasundaram, Peng Lu, Guojun Xiong, Zhiwei Liu, Zheheng Luo, Zhiyuan Yao, Ruey-Ling Weng, Meikang Qiu, Kaleb E Smith, Honghai Yu, Yanzhao Lai, Min Peng, Jian-Yun Nie, Jordan W. Suchow, Xiao-Yang Liu†, Benyou Wang†, Alejandro Lopez-Lira†, Qianqian Xie†, Sophia Ananiadou, Junichi Tsujii arXiv preprint 2024 First open-source financial multimodal LLM: FinLLaVA-8B Paper / Model
	FAST-CA: Fusion-based Adaptive Spatial-Temporal Learning with Coupled Attention for airport network delay propagation prediction Chi Li, Xixian Qi, Yuzhe Yang, Zhuo Zeng,Lianmin Zhang, Jianfeng Mao† Information Fusion 2024 SOTA spatio-temporal model for predicting airport network delay propagation Paper
	FedDTPT: Federated Discrete and Transferable Prompt Tuning for Black-Box Large Language Models Jiaqi Wu, Simin Chen, Yuzhe Yang, Yijiang Li, Shiyue Hou, Rui Jing, Zehua Wang, Wei Chen, Zijian Tian arXiv preprint 2024 A federated prompt tuning method for black-box LLMs, enhancing privacy, efficiency, and performance on non-iid data Paper