Jun-Peng Jiang

According to our database, Jun-Peng Jiang authored at least 9 papers between 2023 and 2026.

Collaborative distances:

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

2026

Representation Learning for Tabular Data: A Comprehensive Survey.

Jun-Peng Jiang, Si-Yang Liu, Hao-Run Cai, Qi-Le Zhou, Han-Jia Ye

IEEE Trans. Pattern Anal. Mach. Intell., June, 2026

TopBench: A Benchmark for Implicit Prediction and Reasoning over Tabular Question Answering.

An-Yang Ji, Jun-Peng Jiang, De-Chuan Zhan, Han-Jia Ye

CoRR, April, 2026

Multimodal Tabular Data Learning.

Jun-Peng Jiang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Hawk: Leveraging Spatial Context for Faster Autoregressive Text-to-Image Generation.

Zhi-Kai Chen, Jun-Peng Jiang, Han-Jia Ye, De-Chuan Zhan

CoRR, October, 2025

Multimodal Tabular Reasoning with Privileged Structured Information.

Jun-Peng Jiang, Yu Xia, Hai-Long Sun, Shiyin Lu, Qing-Guo Chen, Weihua Luo, Kaifu Zhang, De-Chuan Zhan, Han-Jia Ye

CoRR, June, 2025

Talent: A Tabular Analytics and Learning Toolbox.

Si-Yang Liu, Hao-Run Cai, Qi-Le Zhou, Huai-Hong Yin, Tao Zhou, Jun-Peng Jiang, Han-Jia Ye

J. Mach. Learn. Res., 2025

Compositional Condition Question Answering in Tabular Understanding.

Jun-Peng Jiang, Tao Zhou, De-Chuan Zhan, Han-Jia Ye

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Tabular Insights, Visual Impacts: Transferring Expertise from Tables to Images.

Jun-Peng Jiang, Han-Jia Ye, Leye Wang, Yang Yang, Yuan Jiang, De-Chuan Zhan

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

On Transferring Expert Knowledge from Tabular Data to Images.

Jun-Peng Jiang, Han-Jia Ye, Leye Wang, Yang Yang, Yuan Jiang, De-Chuan Zhan

Proceedings of UniReps: the First Workshop on Unifying Representations in Neural Models, 2023