Search Results for author: Lihao Yin

Found 4 papers, 2 papers with code

SoLA: Solver-Layer Adaption of LLM for Better Logic Reasoning

no code implementations19 Feb 2024 Yu Zhang, Hui-Ling Zhen, Zehua Pei, Yingzhao Lian, Lihao Yin, Mingxuan Yuan, Bei Yu

In this paper, we propose a novel solver-layer adaptation (SoLA) method, where we introduce a solver as a new layer of the LLM to differentially guide solutions towards satisfiability.

Logical Reasoning

Row-clustering of a Point Process-valued Matrix

1 code implementation NeurIPS 2021 Lihao Yin, Ganggang Xu, Huiyan Sang, Yongtao Guan

Structured point process data harvested from various platforms poses new challenges to the machine learning community.

Clustering Point Processes

Fused Spatial Point Process Intensity Estimation with Varying Coefficients on Complex Constrained Domains

1 code implementation22 Feb 2021 Lihao Yin, Huiyan Sang

We propose an efficient intensity estimation algorithm to estimate the spatially varying intensity function and to study the varying relationship between intensity and explanatory variables on complex domains.

Point Processes Applications Methodology

Risk Based Arsenic Rational Sampling Design for Public and Environmental Health Management

no code implementations22 Feb 2021 Lihao Yin, uiyan Sang, Douglas J. Schnoebelen, Brian Wels, Don Simmons, Alyssa Mattson, Michael Schueller, Michael Pentelladan, Susie Y. Dai

We present a spatially adaptive sampling design approach based on an estimation of the spatially varying underlying contamination distribution.

Applications

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