activity
20162023
most citedFrom block-Toeplitz matrices to differential equations on graphs: towards a general theory for scalable masked Transformers

7 citations · 15 across the 11 of their papers we have counts for

collaborators

15 papers

cs.DC2023★ 2 cited

Testing Spreading Behavior in Networks with Arbitrary Topologies

Augusto Modanese, Yuichi Yoshida

Inspired by the works of Goldreich and Ron (J. ACM, 2017) and Nakar and Ron (ICALP, 2021), we initiate the study of property testing in dynamic environments with arbitrary topologi…

cs.DS2023

Nearly Optimal Dynamic Set Cover: Breaking the Quadratic-in- Time Barrier

Anton Bukov, Shay Solomon, Tianyi Zhang

The dynamic set cover problem has been subject to extensive research since the pioneering works of [Bhattacharya et al, 2015] and [Gupta et al, 2017]. The input is a set system $(U…

cs.DS2023

Streaming Edge Coloring with Subquadratic Palette Size

Shiri Chechik, Doron Mukhtar, Tianyi Zhang

In this paper, we study the problem of computing an edge-coloring in the (one-pass) W-streaming model. In this setting, the edges of an -node graph arrive in an arbitrary order…

cs.DS2023

Almost-Optimal Sublinear Additive Spanners

Zihan Tan, Tianyi Zhang

Given an undirected unweighted graph on vertices and edges, a subgraph is a spanner of with stretch function $f: \mathbb{R}_+ \rightarrow \m…

cs.DS2022

Faster Min-Plus Product for Monotone Instances

Shucheng Chi, Ran Duan, Tianle Xie +1

In this paper, we show that the time complexity of monotone min-plus product of two matrices is , where is the f…

cs.GT2022★ 1 cited

Cost Sharing for Connectivity with Budget

Tianyi Zhang, Dengji Zhao, Junyu Zhang +1

We consider a cost sharing problem to connect all nodes in a weighted undirected graph, where the weight of each edge represents the cost to use the edge for the connectivity and t…

cs.DS2021★ 2 cited

Gomory-Hu Trees in Quadratic Time

Tianyi Zhang

Gomory-Hu tree [Gomory and Hu, 1961] is a succinct representation of pairwise minimum cuts in an undirected graph. When the input graph has general edge weights, classic algorithms…

math.CO2021

Fusion rules for pastures and tracts

Matthew Baker, Tianyi Zhang

Baker and Bowler defined a category of algebraic objects called tracts which generalize both partial fields and hyperfields. They also defined a notion of weak and strong matroids…

cs.LG2021★ 7 cited

From block-Toeplitz matrices to differential equations on graphs: towards a general theory for scalable masked Transformers

Krzysztof Choromanski, Han Lin, Haoxian Chen +7

In this paper we provide, to the best of our knowledge, the first comprehensive approach for incorporating various masking mechanisms into Transformers architectures in a scalable…

cs.DS2021

Faster Cut-Equivalent Trees in Simple Graphs

Tianyi Zhang

Let be an undirected connected simple graph on vertices. A cut-equivalent tree of is an edge-weighted tree on the same vertex set , such that for any pair o…

cs.DS2020

A Scaling Algorithm for Weighted -Factors in General Graphs

Ran Duan, Haoqing He, Tianyi Zhang

We study the maximum weight perfect -factor problem on any general simple graph with positive integral edge weights , and , . When we have a functio…

cs.DS2019

Fully Dynamic Maximal Independent Set in Expected Poly-Log Update Time

Shiri Chechik, Tianyi Zhang

In the fully dynamic maximal independent set (MIS) problem our goal is to maintain an MIS in a given graph while edges are inserted and deleted from the graph. The first non-tr…

cs.DS2017

Near-linear Time Algorithm for Approximate Minimum Degree Spanning Trees

Ran Duan, Haoqing He, Tianyi Zhang

Given a graph , we wish to compute a spanning tree whose maximum vertex degree, i.e. tree degree, is as small as possible. Computing the exact optimal solution is known…

cs.DS2017

Purely Combinatorial Algorithms for Approximate Directed Minimum Degree Spanning Trees

Ran Duan, Tianyi Zhang

Given a directed graph on vertices with a special vertex , the directed minimum degree spanning tree problem requires computing a incoming spanning tree rooted at wh…

cs.DS2016★ 3 cited

Improved distance sensitivity oracles via tree partitioning

Ran Duan, Tianyi Zhang

We introduce an improved structure of distance sensitivity oracle (DSO). The task is to pre-process a non-negatively weighted graph so that a data structure can quickly answer repl…