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Tianlong Chen

Make Optimization Once and for All with Fine-grained Guidance

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Mar 14, 2025
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In Prospect and Retrospect: Reflective Memory Management for Long-term Personalized Dialogue Agents

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Mar 11, 2025
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You Only Debias Once: Towards Flexible Accuracy-Fairness Trade-offs at Inference Time

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Mar 10, 2025
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Symbolic Mixture-of-Experts: Adaptive Skill-based Routing for Heterogeneous Reasoning

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Mar 07, 2025
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GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models

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Mar 03, 2025
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Proactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility

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Feb 24, 2025
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Stable-SPAM: How to Train in 4-Bit More Stably than 16-Bit Adam

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Feb 24, 2025
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MedHallu: A Comprehensive Benchmark for Detecting Medical Hallucinations in Large Language Models

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Feb 20, 2025
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$\texttt{LucidAtlas}$: Learning Uncertainty-Aware, Covariate-Disentangled, Individualized Atlas Representations

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Feb 12, 2025
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Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs

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Feb 11, 2025
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