Dongyang Ma
- Papers
- 5
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5papers
Authored papers
5Training LLM Agents for Spontaneous, Reward-Free Self-Evolution via World Knowledge Exploration
arXiv 2026
The Pensieve Paradigm: Stateful Language Models Mastering Their Own Context
arXiv 2026
Locas: Your Models are Principled Initializers of Locally-Supported Parametric Memories
arXiv 2026
Free(): Learning to Forget in Malloc-Only Reasoning Models
arXiv 2026
The End of Manual Decoding: Towards Truly End-to-End Language Models
arXiv 2025
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