140 citations · 200 across the 9 of their papers we have counts for
10 papers
Recommending POIs for Tourists by User Behavior Modeling and Pseudo-Rating
Kun Yi, Ryu Yamagishi, Taishan Li +2
POI recommendation is a key task in tourism information systems. However, in contrast to conventional point of interest (POI) recommender systems, the available data is extremely s…
Dual Attention Model for Citation Recommendation
Yang Zhang, Qiang Ma
Based on an exponentially increasing number of academic articles, discovering and citing comprehensive and appropriate resources has become a non-trivial task. Conventional citatio…
Learning to Solve Combinatorial Optimization Problems on Real-World Graphs in Linear Time
Iddo Drori, Anant Kharkar, William R. Sickinger +7
Combinatorial optimization algorithms for graph problems are usually designed afresh for each new problem with careful attention by an expert to the problem structure. In this work…
Voice-Indistinguishability: Protecting Voiceprint in Privacy-Preserving Speech Data Release
Yaowei Han, Sheng Li, Yang Cao +2
With the development of smart devices, such as the Amazon Echo and Apple's HomePod, speech data have become a new dimension of big data. However, privacy and security concerns may…
Citation Recommendations Considering Content and Structural Context Embedding
Yang Zhang, Qiang Ma
The number of academic papers being published is increasing exponentially in recent years, and recommending adequate citations to assist researchers in writing papers is a non-triv…
Combinatorial Optimization by Graph Pointer Networks and Hierarchical Reinforcement Learning
Qiang Ma, Suwen Ge, Danyang He +2
In this work, we introduce Graph Pointer Networks (GPNs) trained using reinforcement learning (RL) for tackling the traveling salesman problem (TSP). GPNs build upon Pointer Networ…
Modeling Collaboration in Academia: A Game Theoretic Approach
Graham Cormode, Qiang Ma, S. Muthukrishnan +1
In this work, we aim to understand the mechanisms driving academic collaboration. We begin by building a model for how researchers split their effort between multiple papers, and h…
Frugal Streaming for Estimating Quantiles:One (or two) memory suffices
Qiang Ma, S. Muthukrishnan, Mark Sandler
Modern applications require processing streams of data for estimating statistical quantities such as quantiles with small amount of memory. In many such applications, in fact, one…
Adscape: Harvesting and Analyzing Online Display Ads
Paul Barford, Igor Canadi, Darja Krushevskaja +2
Over the past decade, advertising has emerged as the primary source of revenue for many web sites and apps. In this paper we report a first-of-its-kind study that seeks to broadly…
Socializing the h-index
Graham Cormode, Qiang Ma, S. Muthukrishnan +1
A variety of bibliometric measures have been proposed to quantify the impact of researchers and their work. The h-index is a notable and widely-used example which aims to improve o…