AWAP: Adaptive weighted attribute propagation enhanced community detection model for bitcoin de-anonymization. - Xueshuo Xie; Jiming Wang; Junyi Ye; Yaozheng Fang; Ye Lu 004; Tao Li 022; Guiling Wang 001 (Appl. Soft Comput., 2021)

A Survey on Consortium Blockchain Consensus Mechanisms. - Wei Yao; Junyi Ye; Renita Murimi; Guiling Wang 001 (CoRR, 2021)

High Resolution Solar Image Generation using Generative Adversarial Networks. - Ankan Dash; Junyi Ye; Guiling Wang 001 (CoRR, 2021)

SafeLight: A Reinforcement Learning Method toward Collision-Free Traffic Signal Control. - Wenlu Du; Junyi Ye; Jingyi Gu; Jing Li 025; Hua Wei 001; Guiling Wang 001 (AAAI, 2023)

Prediction with Time-Series Mixer for the S&P500 Index. - Junyi Ye; Jingyi Gu; Ankan Dash; Fadi P. Deek; Grace Guiling Wang (ICDEW, 2023)

DataFrame QA: A Universal LLM Framework on DataFrame Question Answering Without Data Exposure. - Junyi Ye; Mengnan Du; Guiling Wang 001 (ACML, 2024)

Adaptive and Explainable Margin Trading via Large Language Models on Portfolio Management. - Jingyi Gu; Junyi Ye; Guiling Wang 001; Wenpeng Yin 001 (ICAIF, 2024)

DySTAGE: Dynamic Graph Representation Learning for Asset Pricing via Spatio-Temporal Attention and Graph Encodings. - Jingyi Gu; Junyi Ye; Ajim Uddin; Guiling Wang 001 (ICAIF, 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)

From Blind Solvers to Logical Thinkers: Benchmarking LLMs' Logical Integrity on Faulty Mathematical Problems. - A M. Muntasir Rahman; Junyi Ye; Wei Yao; Wenpeng Yin 001; Grace Guiling Wang (CoRR, 2024)

Assessing the Creativity of LLMs in Proposing Novel Solutions to Mathematical Problems. - Junyi Ye; Jingyi Gu; Xinyun Zhao; Wenpeng Yin 001; Grace Guiling Wang (AAAI, 2025)

Beyond End-to-End VLMs: Leveraging Intermediate Text Representations for Superior Flowchart Understanding. - Junyi Ye; Ankan Dash; Wenpeng Yin 001; Guiling Wang 001 (NAACL (Long Papers), 2025)

From Standalone LLMs to Integrated Intelligence: A Survey of Compound Al Systems. - Jiayi Chen; Junyi Ye; Guiling Wang (CoRR, 2025)