| 13 |
Advancing Graph Representation Learning with Large Language Models: A Comprehensive Survey of Techniques |
提出大语言模型与图表示学习结合的新分类体系 |
representation learning large language model |
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| 14 |
Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback |
提出Uni-RLHF以解决多样化人类反馈的强化学习问题 |
reinforcement learning offline RL RLHF |
✅ |
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| 15 |
The Virtues of Pessimism in Inverse Reinforcement Learning |
提出悲观主义方法以提升逆强化学习的样本效率 |
reinforcement learning offline RL inverse reinforcement learning |
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| 16 |
Accelerating Inverse Reinforcement Learning with Expert Bootstrapping |
通过专家引导加速逆强化学习 |
reinforcement learning imitation learning inverse reinforcement learning |
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| 17 |
Towards an Information Theoretic Framework of Context-Based Offline Meta-Reinforcement Learning |
提出信息论框架以优化上下文基础的离线元强化学习 |
reinforcement learning offline RL representation learning |
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| 18 |
BRAIn: Bayesian Reward-conditioned Amortized Inference for natural language generation from feedback |
提出BRAIn以解决RLHF中分布匹配方法的高方差问题 |
reinforcement learning RLHF DPO |
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| 19 |
LQER: Low-Rank Quantization Error Reconstruction for LLMs |
提出低秩量化误差重构方法以提升大语言模型性能 |
distillation large language model |
✅ |
|
| 20 |
Device Scheduling and Assignment in Hierarchical Federated Learning for Internet of Things |
提出改进K-Center算法以优化物联网中的层次联邦学习调度 |
reinforcement learning deep reinforcement learning |
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| 21 |
Multi-modal Causal Structure Learning and Root Cause Analysis |
提出Mulan以解决多模态根因分析问题 |
representation learning contrastive learning |
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| 22 |
Interference-Aware Emergent Random Access Protocol for Downlink LEO Satellite Networks |
提出Ce2RACH以解决低轨卫星网络中的干扰问题 |
reinforcement learning deep reinforcement learning |
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| 23 |
INViT: A Generalizable Routing Problem Solver with Invariant Nested View Transformer |
提出INViT以解决路由问题的泛化能力不足 |
reinforcement learning deep reinforcement learning |
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