Junyi Ye

According to our database, Junyi Ye authored at least 13 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

From Standalone LLMs to Integrated Intelligence: A Survey of Compound Al Systems.

Jiayi Chen, Junyi Ye, Guiling Wang

CoRR, June, 2025

Beyond End-to-End VLMs: Leveraging Intermediate Text Representations for Superior Flowchart Understanding.

Junyi Ye, Ankan Dash, Wenpeng Yin, Guiling Wang

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Assessing the Creativity of LLMs in Proposing Novel Solutions to Mathematical Problems.

Junyi Ye, Jingyi Gu, Xinyun Zhao, Wenpeng Yin, Grace Guiling Wang

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

From Blind Solvers to Logical Thinkers: Benchmarking LLMs' Logical Integrity on Faulty Mathematical Problems.

A M. Muntasir Rahman, Junyi Ye, Wei Yao, Wenpeng Yin, Grace Guiling Wang

CoRR, 2024

A Review of Generative Adversarial Networks (GANs) and Its Applications in a Wide Variety of Disciplines: From Medical to Remote Sensing.

Ankan Dash, Junyi Ye, Grace Guiling Wang

IEEE Access, 2024

DySTAGE: Dynamic Graph Representation Learning for Asset Pricing via Spatio-Temporal Attention and Graph Encodings.

Jingyi Gu, Junyi Ye, Ajim Uddin, Guiling Wang

Proceedings of the 5th ACM International Conference on AI in Finance, 2024

Adaptive and Explainable Margin Trading via Large Language Models on Portfolio Management.

Jingyi Gu, Junyi Ye, Guiling Wang, Wenpeng Yin

Proceedings of the 5th ACM International Conference on AI in Finance, 2024

DataFrame QA: A Universal LLM Framework on DataFrame Question Answering Without Data Exposure.

Junyi Ye, Mengnan Du, Guiling Wang

Proceedings of the Asian Conference on Machine Learning, 2024

2023

Prediction with Time-Series Mixer for the S&P500 Index.

Junyi Ye, Jingyi Gu, Ankan Dash, Fadi P. Deek, Grace Guiling Wang

Proceedings of the 39th IEEE International Conference on Data Engineering, ICDE 2023, 2023

SafeLight: A Reinforcement Learning Method toward Collision-Free Traffic Signal Control.

Wenlu Du, Junyi Ye, Jingyi Gu, Jing Li, Hua Wei, Guiling Wang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2021

High Resolution Solar Image Generation using Generative Adversarial Networks.

Ankan Dash, Junyi Ye, Guiling Wang

CoRR, 2021

A Survey on Consortium Blockchain Consensus Mechanisms.

Wei Yao, Junyi Ye, Renita Murimi, Guiling Wang

CoRR, 2021

AWAP: Adaptive weighted attribute propagation enhanced community detection model for bitcoin de-anonymization.

Xueshuo Xie, Jiming Wang, Junyi Ye, Yaozheng Fang, Ye Lu, Tao Li, Guiling Wang

Appl. Soft Comput., 2021