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Shuang Ao

S3LoRA: Safe Spectral Sharpness-Guided Pruning in Adaptation of Agent Planner

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Aug 20, 2025
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EMAC+: Embodied Multimodal Agent for Collaborative Planning with VLM+LLM

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May 26, 2025
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Position: Towards a Responsible LLM-empowered Multi-Agent Systems

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Feb 03, 2025
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REVEAL-IT: REinforcement learning with Visibility of Evolving Agent poLicy for InTerpretability

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Jun 20, 2024
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XXLTraffic: Expanding and Extremely Long Traffic Dataset for Ultra-Dynamic Forecasting Challenges

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Jun 18, 2024
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Enhancing Spatio-temporal Quantile Forecasting with Curriculum Learning: Lessons Learned

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Jun 18, 2024
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CSS: Contrastive Semantic Similarity for Uncertainty Quantification of LLMs

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Jun 05, 2024
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Large Language Models for Next Point-of-Interest Recommendation

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Apr 19, 2024
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Curriculum Reinforcement Learning via Morphology-Environment Co-Evolution

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Sep 21, 2023
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Empirical Optimal Risk to Quantify Model Trustworthiness for Failure Detection

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Aug 06, 2023
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