Picture for Bryan Kian Hsiang Low

Bryan Kian Hsiang Low

Broaden your SCOPE! Efficient Multi-turn Conversation Planning for LLMs using Semantic Space

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Mar 14, 2025
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Group-robust Sample Reweighting for Subpopulation Shifts via Influence Functions

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Mar 10, 2025
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PIED: Physics-Informed Experimental Design for Inverse Problems

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Mar 10, 2025
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DUPRE: Data Utility Prediction for Efficient Data Valuation

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Feb 22, 2025
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TETRIS: Optimal Draft Token Selection for Batch Speculative Decoding

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Feb 21, 2025
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BILBO: BILevel Bayesian Optimization

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Feb 04, 2025
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Data value estimation on private gradients

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Dec 22, 2024
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Paid with Models: Optimal Contract Design for Collaborative Machine Learning

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Dec 15, 2024
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Dipper: Diversity in Prompts for Producing Large Language Model Ensembles in Reasoning tasks

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Dec 12, 2024
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Self-Interested Agents in Collaborative Learning: An Incentivized Adaptive Data-Centric Framework

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Dec 09, 2024
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