Jiale Ma

According to our database, Jiale Ma authored at least 9 papers between 2018 and 2026.

Collaborative distances:

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

2026

BEAM: Bi-level Memory-adaptive Algorithmic Evolution for LLM-Powered Heuristic Design.

Chuyang Xiang, Yichen Wei, Jiale Ma, Handing Wang, Junchi Yan

CoRR, April, 2026

2025

Innovator: Scientific Continued Pretraining with Fine-grained MoE Upcycling.

Ning Liao, Xiaoxing Wang, Zehao Lin, Weiyang Guo, Feng Hong, Shixiang Song, Geng Yu, Zihua Zhao, Sitao Xie, Longxuan Wei, Xiangqi Jin, Xiaohan Qin, Jiale Ma, Kai Chen, Jiangchao Yao, Zhouhan Lin, Junchi Yan, Zhiyu Li, Feiyu Xiong, Yanfeng Wang, Linfeng Zhang

CoRR, July, 2025

COExpander: Adaptive Solution Expansion for Combinatorial Optimization.

Jiale Ma, Wenzheng Pan, Yang Li, Junchi Yan

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

Generative Modeling Reinvents Supervised Learning: Label Repurposing with Predictive Consistency Learning.

Yang Li, Jiale Ma, Yebin Yang, Qitian Wu, Hongyuan Zha, Junchi Yan

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

UniCO: On Unified Combinatorial Optimization via Problem Reduction to Matrix-Encoded General TSP.

Wenzheng Pan, Hao Xiong, Jiale Ma, Wentao Zhao, Yang Li, Junchi Yan

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Unify ML4TSP: Drawing Methodological Principles for TSP and Beyond from Streamlined Design Space of Learning and Search.

Yang Li, Jiale Ma, Wenzheng Pan, Runzhong Wang, Haoyu Geng, Nianzu Yang, Junchi Yan

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Pygmtools: A Python Graph Matching Toolkit.

Runzhong Wang, Ziao Guo, Wenzheng Pan, Jiale Ma, Yikai Zhang, Nan Yang, Qi Liu, Longxuan Wei, Hanxue Zhang, Chang Liu, Zetian Jiang, Xiaokang Yang, Junchi Yan

J. Mach. Learn. Res., 2024

2020

Weakly Supervised Instance Segmentation of Electrical Equipment Based on RGB-T Automatic Annotation.

Jiale Ma, Kun Qian, Xiaobo Zhang, Xudong Ma

IEEE Trans. Instrum. Meas., 2020

2018

Saliency Detection and Deep Learning-Based Wildfire Identification in UAV Imagery.

Yi Zhao, Jiale Ma, Xiaohui Li, Jie Zhang

Sensors, 2018