Guang Li
2 indexed papers
Recent (6 mo)
2With code
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226
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ML×2AI×2NLP×1
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Research Timeline
2026
MemTrace: Tracing and Attributing Errors in Large Language Model Memory Systems
The paper introduces MemTrace, a framework that treats LLM memory pipelines as traceable graphs to systematically diagnose and automatically correct memory-related errors, boosting performance by up to 7.62%.
Fine-Tuning Diffusion Models for Molecular Generation via Reinforcement Learning and Fast Sampling
The paper introduces FTDiff, a reinforcement learning fine-tuning framework that efficiently generates high-quality, drug-like molecules constrained by a target protein structure, outperforming existing methods.
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Papers
cs.LGcs.AIRecentMay 31, 2026
Fine-Tuning Diffusion Models for Molecular Generation via Reinforcement Learning and Fast Sampling
The paper introduces FTDiff, a reinforcement learning fine-tuning framework that efficiently generates high-quality, drug-like molecules constrained by a target protein structure, outperforming existi…
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cs.CLcs.AIcs.LGRecentMay 27, 2026