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Sijia Liu

N3C Natural Language Processing

Reasoning Model Unlearning: Forgetting Traces, Not Just Answers, While Preserving Reasoning Skills

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Jun 15, 2025
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BLUR: A Bi-Level Optimization Approach for LLM Unlearning

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Jun 09, 2025
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EPiC: Towards Lossless Speedup for Reasoning Training through Edge-Preserving CoT Condensation

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Jun 04, 2025
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The Dual Power of Interpretable Token Embeddings: Jailbreaking Attacks and Defenses for Diffusion Model Unlearning

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Apr 30, 2025
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LLM Unlearning Reveals a Stronger-Than-Expected Coreset Effect in Current Benchmarks

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Apr 16, 2025
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When is Task Vector Provably Effective for Model Editing? A Generalization Analysis of Nonlinear Transformers

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Apr 15, 2025
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Safety Mirage: How Spurious Correlations Undermine VLM Safety Fine-tuning

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Mar 14, 2025
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Scalable Back-Propagation-Free Training of Optical Physics-Informed Neural Networks

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Feb 17, 2025
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Towards LLM Unlearning Resilient to Relearning Attacks: A Sharpness-Aware Minimization Perspective and Beyond

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Feb 07, 2025
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Improve Decoding Factuality by Token-wise Cross Layer Entropy of Large Language Models

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Feb 05, 2025
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