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Xiaolong Ma

Uncertainty-Aware Machine-Learning Framework for Predicting Dislocation Plasticity and Stress-Strain Response in FCC Alloys

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Jun 25, 2025
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What Lurks Within? Concept Auditing for Shared Diffusion Models at Scale

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Apr 21, 2025
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Sculpting Memory: Multi-Concept Forgetting in Diffusion Models via Dynamic Mask and Concept-Aware Optimization

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Apr 12, 2025
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FairSAM: Fair Classification on Corrupted Data Through Sharpness-Aware Minimization

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Mar 29, 2025
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Towards Distributed Backdoor Attacks with Network Detection in Decentralized Federated Learning

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Jan 25, 2025
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Condense, Don't Just Prune: Enhancing Efficiency and Performance in MoE Layer Pruning

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Nov 26, 2024
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Data Overfitting for On-Device Super-Resolution with Dynamic Algorithm and Compiler Co-Design

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Jul 03, 2024
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FlameFinder: Illuminating Obscured Fire through Smoke with Attentive Deep Metric Learning

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Apr 09, 2024
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Coupling Fairness and Pruning in a Single Run: a Bi-level Optimization Perspective

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Dec 15, 2023
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Dynamic Sparsity Is Channel-Level Sparsity Learner

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May 30, 2023
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