Min-Ling Zhang

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Architecture Design (Transformers, SSMs, MoE) (1)Multimodal Models (1)Training Efficiency & Optimization (1)

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Mao-Lin Luo (1)Yilin Zhang (1)Zi-Hao Zhou (1)Yankun Hong (1)

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Jun 15, 2026

Mao-Lin Luo +7Jun 15, 2026·also Research Institute, Unicom Data Intelligence

KeepLoRA++: Continual Learning with Layer-Scaled Residual Gradient Adaptation

KeepLoRA++ reveals that effective continual learning hinges on strategically managing knowledge across different layers of a model, leading to significant performance gains in complex tasks.

Mao-Lin Luo, Yilin Zhang, Zi-Hao Zhou +5

Architecture Design (Transformers, SSMs, MoE)Multimodal Models Training Efficiency & Optimization

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Min-Ling Zhang

Research focus

Frequent co-authors

Papers (1)