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Leilei Gan

Evaluating Test-Time Scaling LLMs for Legal Reasoning: OpenAI o1, DeepSeek-R1, and Beyond

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Mar 20, 2025
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SQLCritic: Correcting Text-to-SQL Generation via Clause-wise Critic

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Mar 11, 2025
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T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts

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Dec 05, 2024
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A Comprehensive Survey of Datasets, Theories, Variants, and Applications in Direct Preference Optimization

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Oct 21, 2024
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Weak-To-Strong Backdoor Attacks for LLMs with Contrastive Knowledge Distillation

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Sep 26, 2024
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Retrieval-Augmented Mixture of LoRA Experts for Uploadable Machine Learning

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Jun 24, 2024
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A Survey of Backdoor Attacks and Defenses on Large Language Models: Implications for Security Measures

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Jun 10, 2024
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Detecting and Mitigating Hallucination in Large Vision Language Models via Fine-Grained AI Feedback

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Apr 22, 2024
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Defending Against Weight-Poisoning Backdoor Attacks for Parameter-Efficient Fine-Tuning

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Feb 25, 2024
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LoraRetriever: Input-Aware LoRA Retrieval and Composition for Mixed Tasks in the Wild

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Feb 15, 2024
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