Large Language Model

Can LLMs Really Judge? A Progressive Argumentation-Mining Framework for Distinguishing Understanding from Aggregation

Fuyu Wang, Jiangtong Li, Kun Zhu, Changjun Jiang

Findings of the Association for Computational Linguistics (ACL 2026)

Large Language Model Multi-agent Debate Argumentation Mining

CFBenchmark-MM: Chinese Financial Assistant Benchmark for Multimodal Large Language Model

Jiangtong Li, Yiyun Zhu, Dawei Cheng, Zhijun Ding, Changjun Jiang

Big Data Mining and Analytics (BDMA 2026)

Large Language Model Financial Benchmark Multimodal

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating

Fuyu Wang, Jiangtong Li#, Kun Zhu, Changjun Jiang

Annual Meeting of the Association for Computational Linguistics (ACL 2025)

Large Language Model Multi-agent Debate Reasoning

Divide and Conquer: Exploring Language-centric Tree Reasoning for Video Question-Answering

Jiangtong Li*, Zhaohe Liao*, Siyu Sun, Qingyang Liu, Fengshun Xiao, Tianjiao Li, Qiang Zhang, Guang Chen, Li Niu, Changjun Jiang, Liqing Zhang

International Conference on Machine Learning (ICML 2025)

Video Question Answering Compositional Reasoning Large Language Model

FinLMM-R1: Enhancing Financial Reasoning in LMM through Scalable Data and Reward Design

Kai Lan, Jiayong Zhu, Jiangtong Li, Dawei Cheng, Guang Chen, Changjun Jiang

Under Review

Large Language Model Financial Reasoning Multimodal

FinDocMRE: A Benchmark for Document-Level Financial Multimodal Reasoning Evaluation

Jiayong Zhu, Jiangtong Li, Jinru Ding, Dawei Cheng, Jie Xu, Feng Yu

Under Review

Large Language Model Financial Benchmark Multimodal

RA-CFGPT: Chinese Financial Assistant with Retrieval-Augmented Large Language Model

Jiangtong Li, Yang Lei, Yuxuan Bian, Dawei Cheng, Zhijun Ding, Changjun Jiang

Frontiers of Computer Science (FCS 2024)

Large Language Model Retrieval-Augmented Generation Finance

Multi-Patch Prediction: Adapting LLMs for Time Series Representation Learning

Yuxuan Bian*, Xuan Ju*, Jiangtong Li*, Zhijian Xu, Dawei Cheng, Qiang Xu

International Conference on Machine Learning (ICML 2024)

Time Series Large Language Model Representation Learning

Multimodal Finance

Large Language Model Finance

CFBenchmark: Chinese Financial Assistant Benchmark for Large Language Model

Yang Lei, Jiangtong Li, Dawei Cheng, Zhijun Ding, Changjun Jiang

arXiv preprint

Large Language Model Financial Benchmark

CFGPT: Chinese Financial Assistant with Large Language Model

Jiangtong Li, Yuxuan Bian, Guoxuan Wang, Yang Lei, Dawei Cheng, Zhijun Ding, Changjun Jiang

arXiv preprint

Large Language Model Financial NLP