Publications

Peer-Reviewed / Accepted

• ACL ’26

  MAGMA: A Multi-Graph-based Agentic Memory Architecture for AI Agents

  Dongming Jiang^*, Yi Li, Guanpeng Li, Bingzhe Li

  Annual Meeting of the Association for Computational Linguistics (Main Conference), 2026

  • Paper
  • arXiv
  • Hugging Face
  • Code
• ICLR ’26

  Adaptive Debiasing Tsallis Entropy for Test-Time Adaptation

  Xiangyu Wu^*, Dongming Jiang^*, F. Yu, Y. Tian, J. Tang, Q.-G. Chen, Y. Yang, J. Lu

  International Conference on Learning Representations, 2026

  • Paper (OpenReview)
  • arXiv
  • Code
• DAC ’26

  From Fluid Dynamics to Chip Design: PDE Foundation Models Address Data Bottlenecks in 3D-IC Thermal Simulation

  Z. Huang^*, X. HaiYang^*, Dongming Jiang^*, Y. Wei, H. Wang, W. Yang, Y. Zhang, et al.

  Design Automation Conference, 2026

  • Conference Program
• ICMR ’26

  Learning Where to Embed: Noise-Aware Positional Embedding for Query Retrieval in Small-Object Detection

  Y. Zeng, Z. Yu, Dongming Jiang, W. Zhang, Y. Hong, Z. Hu, J. Luo, K. Cui

  International Conference on Multimedia Retrieval, 2026

  • Paper

Preprints / Under Review

• Preprint

  Jev-Mem: System-One-Controlled Agentic Memory for Efficient AI Agents

  Dongming Jiang, Yi Li, Bingzhe Li

  arXiv preprint, 2026

  • Paper
  • Hugging Face
  • Project Page
  • Code
• Under ReviewPreprint

  Anatomy of Agentic Memory: Taxonomy and Empirical Analysis of Evaluation and System Limitations

  Dongming Jiang^*†, Yi Li, Songtao Wei, Jinxin Yang, Ayushi Kishore, Alysa Zhao, Dingyi Kang, Xu Hu, Feng Chen, et al.

  arXiv preprint, 2026

  • Paper
  • Hugging Face
  • Paper Collection
• Under ReviewPreprint

  HAGE: Harnessing Agentic Memory via RL-Driven Weighted Graph Evolution

  Dongming Jiang^*, Yi Li, Guanpeng Li, Qiannan Li, Bingzhe Li

  arXiv preprint, 2026

  • Paper
  • Hugging Face
  • Code
• Under ReviewPreprint

  PDEAgent-Bench: A Multi-Metric, Multi-Library Benchmark for PDE Solver Generation

  Zhen Hang^*, Yushan Yashengjiang^*, et al. (incl. Dongming Jiang; corresponding author Hong Wang)

  arXiv preprint, 2026

  • Project Page
  • Paper
• Under ReviewPreprint

  DarkForest: Less Talk, Higher Accuracy for Multi-Agent LLMs

  Yi Li, Songtao Wei, Dongming Jiang, Zhichun Guo, Qiannan Li, Bingzhe Li

  arXiv preprint, 2026

  • Paper
• Under ReviewPreprint

  Scalable Disk-Based Approximate Nearest Neighbor Search with Page-Aligned Graph

  Dingyi Kang, Dongming Jiang, H. Yang, H. Liu, Bingzhe Li

  arXiv preprint, 2026

  • Paper

This page lists the work in Dongming Jiang's CV. For everything indexed elsewhere, see Google Scholar.