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Chuanyun Zang

Publications and source records attributed to Chuanyun Zang.

4 recordsLinked to original sources

Matchings in $k$-partite $k$-uniform Hypergraphs

For $k\ge 3$ and $ε>0$, let $H$ be a $k$-partite $k$-graph with parts $V_1,\dots, V_k$ each of size $n$, where $n$ is sufficiently large. Assume that for each $i\in [k]$, every $(k-1)$-set in $\prod_{j\in [k]\setminus \{i\}} V_i$ lies in at least $a_i$ edges, and $a_1\ge a_2\ge \cdots \ge a_k$. We show that if $a_1, a_2\ge εn$, then $H$ contains a matching of size $\min\{n-1, \sum_{i\in [k]}a_i\}$. In particular, $H$ contains a matching of size $n-1$ if each crossing $(k-1)$-set lies in at least $\lceil n/k \rceil$ edges, or each crossing $(k-1)$-set lies in at least $\lfloor n/k \rfloor$ edges and $n\equiv 1\bmod k$. This special case answers a question of Rödl and Ruciński and was independently obtained by Lu, Wang, and Yu. The proof of Lu, Wang, and Yu closely follows the approach of Han [Combin. Probab. Comput. 24 (2015), 723--732] by using the absorbing method and considering an extremal case. In contrast, our result is more general and its proof is thus more involved: it uses a more complex absorbing method and deals with two extremal cases.

math.CO

Deep Learning in Multiple Multistep Time Series Prediction

The project aims to research on combining deep learning specifically Long-Short Memory (LSTM) and basic statistics in multiple multistep time series prediction. LSTM can dive into all the pages and learn the general trends of variation in a large scope, while the well selected medians for each page can keep the special seasonality of different pages so that the future trend will not fluctuate too much from the reality. A recent Kaggle competition on 145K Web Traffic Time Series Forecasting [1] is used to thoroughly illustrate and test this idea.

stat.ML

Minimum vertex degree thresholds for tiling complete 3-partite 3-graphs

Given positive integers $a\leq b \leq c$, let $K_{a,b,c}$ be the complete 3-partite 3-uniform hypergraph with three parts of sizes $a,b,c$. Let $H$ be a 3-uniform hypergraph on $n$ vertices where $n$ is divisible by $a+b+c$. We asymptotically determine the minimum vertex degree of $H$ that guarantees a perfect $K_{a, b, c}$-tiling, that is, a spanning subgraph of $H$ consisting of vertex-disjoint copies of $K_{a, b, c}$. This partially answers a question of Mycroft, who proved an analogous result with respect to codegree for $r$-uniform hypergraphs for all $r\ge 3$. Our proof uses a lattice-based absorbing method, the concept of fractional tiling, and a recent result on shadows for 3-graphs.

math.CO

The Strong Chromatic Index of graphs with maximum degree $Δ$

A strong edge-coloring of a graph $G$ is an edge-coloring such that no two edges of distance at most two receive the same color. The strong chromatic index $χ'_s(G)$ is the minimum number of colors in a strong edge-coloring of $G$. P. Erdős and J. Nešetřil conjectured in 1985 that $χ'_s(G)$ is bounded above by $\frac54Δ^2$ when $Δ$ is even and $\frac14(5Δ^2-2Δ+1)$ when $Δ$ is odd, where $Δ$ is the maximum degree of $G$. In this paper, we give an algorithm that uses at most $2Δ^2-3Δ+2$ colors for graphs with girth at least $5$. And in particular, we prove that any graph with maximum degree $Δ=5$ has a strong edge-coloring with $37$ colors.

math.CO