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Ming Zou

dblp:78/4512 · DBLP profile ↗
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16ranked-venue papers
3as first author
1since 2021 · last 2021
0009-0001-5019-8102ORCID · corroborated

Domains — the database's venue-derived domains; a paper can count in several

Graphics, computer vision, multimedia, augmented reality and games · 7 · 3 first-authorArtificial intelligence and machine learning · 2Systems, architecture and hardware · 2Computer networks · 2 · 1 since 2021Databases, data management, data science and information retrieval · 1

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Computer graphics and multimedia
3 papers
Geometric modeling and processing · 100%

Topics — the 4 heaviest of 5, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Geometric modeling and processing
surface reconstruction
0.732017
Topology-controlled reconstruction of multi-labelled domains from cross-sections · ACM Trans. Graph. 2017
Topology-constrained surface reconstruction from cross-sections · ACM Trans. Graph. 2015
A general and efficient method for finding cycles in 3D curve networks · ACM Trans. Graph. 2013
Geometric modeling and processing › mesh processing
topology control
0.312017
Topology-controlled reconstruction of multi-labelled domains from cross-sections · ACM Trans. Graph. 2017
Geometric modeling and processing › surface reconstruction
cross-section reconstruction
0.212015
Topology-constrained surface reconstruction from cross-sections · ACM Trans. Graph. 2015
Geometric modeling and processing › shape modeling
sketch-based modeling
0.212013
A general and efficient method for finding cycles in 3D curve networks · ACM Trans. Graph. 2013

Methods — techniques the papers use, named apart from their topics

level set · 0.3discrete topology sampling · 0.3divide-and-conquer optimization · 0.2local vertex mapping · 0.2interactive optimization · 0.2
YearPublicationVenuePosition
2021 A scheduling algorithm based on downlink performance for full-duplex MU-MIMO systems
abstract
Abstract A full‐duplex (FD) multiuser multiple‐input multiple‐output (MU‐MIMO) system, where a FD base station (BS) with multiple antennas serves multiple half‐duplex (HD) user equipments (UEs) in both uplink (UL) and downlink (DL) via the same time‐frequency resources, is considered. UE scheduling is in demand to manage the UL‐to‐DL interference (UDI) incurred by the FD operation. Existing scheduling algorithms require UDI channel state information between each pair of the candidate UEs, which incurs a significant amount of overhead as the number of UEs grows. To reduce the overhead, a new UE scheduling algorithm that uses channel reciprocity and UL‐DL duality to design a scheduling algorithm based on downlink performance was designed. By selecting UEs only based on their DL channels and received UDI strength, the proposed scheme no longer requires the massive UDI channel state information (CSI). Numerical results demonstrate the proposed algorithm can achieve a near optimal performance without knowing any UDI CSI.
Ming Zou, Jinghuan Ma, Lai Wei 0007, Bingli Jiao
IET Commun.2
2020 Residual self-interference suppression guided resource allocation for full-duplex orthogonal frequency division multiple access system
abstract
In a wideband full‐duplex system, the residual self‐interference (SI) channel exhibits significant frequency selective fading characteristics after radio frequency SI cancellation. Resource allocation using the difference between the signal channel and the residual SI channel is a new method of suppressing residual SI and increasing system capacity. In this work, the residual SI channel and the user uplink channel are modelled as multi‐path frequency selective fading channels that satisfy the Rayleigh distribution. To improve system capacity, the authors propose to allocate the spectrum resource avoiding occupation of subcarriers with high residual SI, while guaranteeing a fair subcarrier assignment (SA) and power allocation (PA). A sum rate of uplink maximisation is formulated, and an algorithmic solution is developed to effectively conduct SA and PA. Numerical results demonstrate the effectiveness of the scheme in increasing system capacity and suppressing residual SI.
Jinghuan Ma, Ming Zou, Bingli Jiao
IET Commun.4
2019 Improving music recommendation by incorporating social influence
Jinpeng Chen 0001, Pinguang Ying, Ming Zou
Multim. Tools Appl.3
2017 User emotion for modeling retweeting behaviors
Jinpeng Chen 0001, Yu Liu 0031, Ming Zou
Neural Networks3
2017 Topology-controlled reconstruction of multi-labelled domains from cross-sections
abstract
In this work we present the first algorithm for reconstructing multi-labeled material interfaces the allows for explicit topology control. Our algorithm takes in a set of 2D cross-sectional slices (not necessarily parallel), each partitioned by a curve network into labeled regions representing different material types. For each label, the user has the option to constrain the number of connected components and genus. Our algorithm is able to not only produce a material interface that interpolates the curve networks but also simultaneously satisfy the topological requirements. Our key innovation is defining a space of topology-varying material interfaces, which extends the family of level sets in a scalar function, and developing discrete methods for sampling distinct topologies in this space. Besides specifying topological constraints, the user can steer the algorithm interactively, such as by scribbling. We demonstrate, on synthetic and biological shapes, how our algorithm opens up new opportunities for topology-aware modeling in the multi-labeled context.
Zhiyang Huang, Ming Zou, Nathan Carr 0001, Tao Ju 0001
ACM Trans. Graph.2
2016 Facial Age Estimation with Images in the Wild
Ming Zou, Jianwei Niu 0002, Jinpeng Chen 0001, Yu Liu 0031, Xiaoke Zhao
MMM (1)1
2016 Home location profiling for users in social media
Jinpeng Chen 0001, Yu Liu 0031, Ming Zou
Inf. Manag.3
2015 Topology-constrained surface reconstruction from cross-sections
abstract
In this work we detail the first algorithm that provides topological control during surface reconstruction from an input set of planar cross-sections. Our work has broad application in a number of fields including surface modeling and biomedical image analysis, where surfaces of known topology must be recovered. Given curves on arbitrarily oriented cross-sections, our method produces a manifold interpolating surface that exactly matches a user-specified genus. The key insight behind our approach is to formulate the topological search as a divide-and-conquer optimization process which scores local sets of topologies and combines them to satisfy the global topology constraint. We further extend our method to allow image data to guide the topological search, achieving even better results than relying on the curves alone. By simultaneously satisfying both geometric and topological constraints, we are able to produce accurate reconstructions with fewer input cross-sections, hence reducing the manual time needed to extract the desired shape.
Ming Zou, Michelle Holloway, Nathan Carr 0001, Tao Ju 0001
ACM Trans. Graph.1
2014 Anisotropic geodesics for live-wire mesh segmentation
abstract
Abstract We present an interactive method for mesh segmentation that is inspired by the classical live‐wire interaction for image segmentation. The core contribution of the work is the definition and computation of wires on surfaces that are likely to lie at segment boundaries. We define wires as geodesics in a new tensor‐based anisotropic metric, which improves upon previous metrics in stability and feature‐awareness. We further introduce a simple but effective mesh embedding approach that allows geodesic paths in an anisotropic path to be computed efficiently using existing algorithms designed for Euclidean geodesics. Our tool is particularly suited for delineating segmentation boundaries that are aligned with features or curvature directions, and we demonstrate its use in creating artist‐guided segmentations.
Yixin Zhuang, Ming Zou, Nathan Carr 0001, Tao Ju 0001
Comput. Graph. Forum2
2014 An incremental community detection method for social tagging systems using locality-sensitive hashing
Zhenyu Wu 0007, Ming Zou
Neural Networks2
2013 An algorithm for triangulating multiple 3D polygons
abstract
Abstract We present an algorithm for obtaining a triangulation of multiple, non‐planar 3D polygons. The output minimizes additive weights, such as the total triangle areas or the total dihedral angles between adjacent triangles. Our algorithm generalizes a classical method for optimally triangulating a single polygon. The key novelty is a mechanism for avoiding non‐manifold outputs for two and more input polygons without compromising optimality. For better performance on real‐world data, we also propose an approximate solution by feeding the algorithm with a reduced set of triangles. In particular, we demonstrate experimentally that the triangles in the Delaunay tetrahedralization of the polygon vertices offer a reasonable trade off between performance and optimality.
Ming Zou, Tao Ju 0001, Nathan Carr 0001
Comput. Graph. Forum1
2013 A general and efficient method for finding cycles in 3D curve networks
abstract
Generating surfaces from 3D curve networks has been a longstanding problem in computer graphics. Recent attention to this area has resurfaced as a result of new sketch based modeling systems. In this work we present a new algorithm for finding cycles that bound surface patches. Unlike prior art in this area, the output of our technique is unrestricted, generating both manifold and non-manifold geometry with arbitrary genus. The novel insight behind our method is to formulate our problem as finding local mappings at the vertices and curves of our network, where each mapping describes how incident curves are grouped into cycles. This approach lends us the efficiency necessary to present our system in an interactive design modeler, whereby the user can adjust patch constraints and change the manifold properties of curves while the system automatically re-optimizes the solution.
Yixin Zhuang, Ming Zou, Nathan Carr 0001, Tao Ju 0001
ACM Trans. Graph.2
2008 Multi-core aware optimization for MPI collectives
abstract
MPI collective operations on multi-core clusters should be multi-core aware. In this paper, collective algorithms with hierarchical virtual topology focus on the performance difference among different communication levels on multi-core clusters, simply for intra-node and inter-node communication; Furthermore, to select befitting segment sizes for intra-node collective communication can cater to cache hierarchy in multi-core processors. Based on existing collective algorithms in MPICH2, above two techniques construct portable optimization methodology over MPICH2 for collective operations on multi-core clusters. Conforming to above optimization methodology, multi-core aware broadcast algorithm has been implemented and evaluated as a case study. The results of performance evaluation show that the multi-core aware optimization methodology over MPICH2 is efficient.
Bibo Tu, Ming Zou, Jianfeng Zhan, Jianping Fan 0002
CLUSTER2
2008 Design Techniques for the Scalability of Cluster Management Software on Dawning Supercomputers
abstract
Cluster management software has faced more increased scalability challenge with ever enlarged cluster scale. Its good scalability rests with feasible design techniques focusing on hybrid software topologies with partitioning policy, non-blocking I/O multiplexing and message on demand. Design patterns are generic solutions to recurring software design problems, and above three important techniques are abstracted the design pattern of scalable cluster management software in this paper. According to this design pattern, some cluster management tools, such as job scheduling, MPI job launcher and so on, have been designed and applied on Dawning supercomputers. Some results of performance evaluation have shown that good scalability of cluster management software on Dawning supercomputers has benefited from this design pattern.
Bibo Tu, Ming Zou, Jianfeng Zhan, Jianping Fan 0002
ISPA2
2007 Grid Unit: A Self-Managing Building Block for Grid System
abstract
Grid system software is inherently complex, hard to build and maintain. In this paper, we propose a self- managing building block: Grid Unit, which facilitates constructing Grid system with higher availability and lower management overhead. We present an agent organization as autonomic management framework, and propose a self-recovering protocol to eliminate most of tough jobs from system administrator's routines. The system has been deployed on Dawning 4000A since 2004, the biggest node for China Grid system. We have done extensive experiments to evaluate Grid Unit, and the collected log data shows the availability of a Grid parallel process management service, built on the basis of Grid Unit, reaches 99.997%.
Jianfeng Zhan, Lei Wang 0004, Ming Zou, Yulei Ding
PDCAT3
2006 Design Patterns of Scalable Cluster System Software
abstract
The design pattern of cluster system software has an important influence on scalability of massive cluster system. The paper presents design patterns of scalable cluster system software, including scalable software topologies and optimized communication modes. These design patterns have been widely applied in Dawning series of supercomputers and some results of performance evaluation show their good scalability
Bibo Tu, Ming Zou, Jianfeng Zhan, Lei Wang 0004, Jianping Fan 0002
PDCAT2