Methods for Acquiring and Incorporating Knowledge into Stock Price Prediction: A Survey. - Liping Wang 015; Jiawei Li; Lifan Zhao; Zhizhuo Kou; Xiaohan Wang; Xinyi Zhu; Hao Wang 068; Yanyan Shen; Lei Chen 002 (CoRR, 2023)

Automate Strategy Finding with LLM in Quant investment. - Zhizhuo Kou; Holam Yu; Jingshu Peng; Lei Chen 002 (CoRR, 2024)

FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation. - Junyu Luo 002; Zhizhuo Kou; Liming Yang; Xiao Luo 001; Jinsheng Huang; Zhiping Xiao 001; Jingshu Peng; Chengzhong Liu; Jiaming Ji; Xuanzhe Liu; Sirui Han; Ming Zhang 004; et al. (ACL (1), 2025)

Surgery-R1: Advancing Surgical-VQLA with Reasoning Multimodal Large Language Model via Reinforcement Learning. - Pengfei Hao; Shuaibo Li; Hongqiu Wang; Zhizhuo Kou; Junhang Zhang; Guang Yang; Lei Zhu (CoRR, 2025)

Sparse Causal Discovery with Generative Intervention for Unsupervised Graph Domain Adaptation. - Junyu Luo 002; Yuhao Tang; Yiwei Fu; Xiao Luo 001; Zhizhuo Kou; Zhiping Xiao 001; Wei Ju 001; Wentao Zhang 001; Ming Zhang 004 (CoRR, 2025)