7 citations · 8 across the 4 of their papers we have counts for
5 papers
Large Language Model Agent in Financial Trading: A Survey
Han Ding, Yinheng Li, Junhao Wang +3
Trading is a highly competitive task that requires a combination of strategy, knowledge, and psychological fortitude. With the recent success of large language models(LLMs), it is…
Data Processing Techniques for Modern Multimodal Models
Yinheng Li, Han Ding, Hang Chen
Data processing plays an significant role in current multimodal model training. In this paper. we provide an comprehensive review of common data processing techniques used in moder…
Large Language Models in Finance: A Survey
Yinheng Li, Shaofei Wang, Han Ding +1
Recent advances in large language models (LLMs) have opened new possibilities for artificial intelligence applications in finance. In this paper, we provide a practical survey focu…
Self-Supervised Image Representation Learning: Transcending Masking with Paired Image Overlay
Yinheng Li, Han Ding, Shaofei Wang
Self-supervised learning has become a popular approach in recent years for its ability to learn meaningful representations without the need for data annotation. This paper proposes…
A General Framework on Enhancing Portfolio Management with Reinforcement Learning
Yinheng Li, Junhao Wang, Yijie Cao
Portfolio management is the art and science in fiance that concerns continuous reallocation of funds and assets across financial instruments to meet the desired returns to risk pro…