Junyi Ye

19 papers A* 2C 1Journal 12Unranked 4
YearRankTypeTitle / Venue / Authors
2025 A* conf
Assessing the Creativity of LLMs in Proposing Novel Solutions to Mathematical Problems.
AAAI
Junyi Ye, Jingyi Gu, Xinyun Zhao, Wenpeng Yin, Grace Guiling Wang
2025 — conf
Beyond End-to-End VLMs: Leveraging Intermediate Text Representations for Superior Flowchart Understanding.
NAACL (Long Papers)
Junyi Ye, Ankan Dash, Wenpeng Yin, Guiling Wang
2025 J jnl
From Standalone LLMs to Integrated Intelligence: A Survey of Compound Al Systems.
CoRR
Jiayi Chen, Junyi Ye, Guiling Wang
2025 J jnl
Illusions in Humans and AI: How Visual Perception Aligns and Diverges.
CoRR
Jianyi Yang, Junyi Ye, Ankan Dash, Guiling Wang
2024 J jnl
A Review of Generative Adversarial Networks (GANs) and Its Applications in a Wide Variety of Disciplines: From Medical to Remote Sensing.
IEEE Access
Ankan Dash, Junyi Ye, Grace Guiling Wang
2024 — conf
Adaptive and Explainable Margin Trading via Large Language Models on Portfolio Management.
ICAIF
Jingyi Gu, Junyi Ye, Guiling Wang, Wenpeng Yin
2024 J jnl
Assessing the Creativity of LLMs in Proposing Novel Solutions to Mathematical Problems.
CoRR
Junyi Ye, Jingyi Gu, Xinyun Zhao, Wenpeng Yin, Guiling Wang
2024 J jnl
Beyond End-to-End VLMs: Leveraging Intermediate Text Representations for Superior Flowchart Understanding.
CoRR
Junyi Ye, Ankan Dash, Wenpeng Yin, Grace Guiling Wang
2024 C conf
DataFrame QA: A Universal LLM Framework on DataFrame Question Answering Without Data Exposure.
ACML
Junyi Ye, Mengnan Du, Guiling Wang
2024 J jnl
DataFrame QA: A Universal LLM Framework on DataFrame Question Answering Without Data Exposure.
CoRR
Junyi Ye, Mengnan Du, Guiling Wang
2024 — conf
DySTAGE: Dynamic Graph Representation Learning for Asset Pricing via Spatio-Temporal Attention and Graph Encodings.
ICAIF
Jingyi Gu, Junyi Ye, Ajim Uddin, Guiling Wang
2024 J jnl
From Blind Solvers to Logical Thinkers: Benchmarking LLMs' Logical Integrity on Faulty Mathematical Problems.
CoRR
A M. Muntasir Rahman, Junyi Ye, Wei Yao, Wenpeng Yin, Grace Guiling Wang
2023 — conf
Prediction with Time-Series Mixer for the S&P500 Index.
ICDEW
Junyi Ye, Jingyi Gu, Ankan Dash, Fadi P. Deek, Grace Guiling Wang
2023 A* conf
SafeLight: A Reinforcement Learning Method toward Collision-Free Traffic Signal Control.
AAAI
Wenlu Du, Junyi Ye, Jingyi Gu, Jing Li, Hua Wei, Guiling Wang
2022 J jnl
SafeLight: A Reinforcement Learning Method toward Collision-free Traffic Signal Control.
CoRR
Wenlu Du, Junyi Ye, Jingyi Gu, Jing Li, Hua Wei, Guiling Wang
2021 J jnl
A Survey on Consortium Blockchain Consensus Mechanisms.
CoRR
Wei Yao, Junyi Ye, Renita Murimi, Guiling Wang
2021 J jnl
A review of Generative Adversarial Networks (GANs) and its applications in a wide variety of disciplines - From Medical to Remote Sensing.
CoRR
Ankan Dash, Junyi Ye, Guiling Wang
2021 J jnl
AWAP: Adaptive weighted attribute propagation enhanced community detection model for bitcoin de-anonymization.
Appl. Soft Comput.
Xueshuo Xie, Jiming Wang, Junyi Ye, Yaozheng Fang, Ye Lu, Tao Li, Guiling Wang
2021 J jnl
High Resolution Solar Image Generation using Generative Adversarial Networks.
CoRR
Ankan Dash, Junyi Ye, Guiling Wang