Zheng Zhang

Orcid: 0000-0001-6073-6675

Affiliations:
  • New York University Shanghai, China
  • AWS Shanghai AI Lab, Shanghai, China
  • Microsoft Research Asia, Beijing, China
  • HP Labs, Palo Alto, CA, USA
  • University of Illinois at Urbana-Champaign, Center for Supercomputing Research and Development, Urbana-Champaign, IL, USA (PhD 1996)


According to our database1, Zheng Zhang authored at least 126 papers between 1995 and 2024.

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Bibliography

2024
FreshGNN: Reducing Memory Access via Stable Historical Embeddings for Graph Neural Network Training.
Proc. VLDB Endow., February, 2024

2023
Unsupervised Open-Vocabulary Object Localization in Videos.
CoRR, 2023

ReFresh: Reducing Memory Access from Exploiting Stable Historical Embeddings for Graph Neural Network Training.
CoRR, 2023

Bridging the Gap to Real-World Object-Centric Learning.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Object-Centric Multiple Object Tracking.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Coarse-to-Fine Amodal Segmentation with Shape Prior.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Rethinking Amodal Video Segmentation from Learning Supervised Signals with Object-centric Representation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Plan, Verify and Switch: Integrated Reasoning with Diverse X-of-Thoughts.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Exploiting Abstract Meaning Representation for Open-Domain Question Answering.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

An AMR-based Link Prediction Approach for Document-level Event Argument Extraction.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022
GraphHINGE: Learning Interaction Models of Structured Neighborhood on Heterogeneous Information Network.
ACM Trans. Inf. Syst., 2022

Learning Cognitive Map Representations for Navigation by Sensory-Motor Integration.
IEEE Trans. Cybern., 2022

Learning Enhanced Representations for Tabular Data via Neighborhood Propagation.
CoRR, 2022

Towards Collaborative Question Answering: A Preliminary Study.
CoRR, 2022

Self-supervised Amodal Video Object Segmentation.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Learning Enhanced Representation for Tabular Data via Neighborhood Propagation.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Graphiler: Optimizing Graph Neural Networks with Message Passing Data Flow Graph.
Proceedings of Machine Learning and Systems 2022, 2022

Why Propagate Alone? Parallel Use of Labels and Features on Graphs.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Inductive Relation Prediction Using Analogy Subgraph Embeddings.
Proceedings of the Tenth International Conference on Learning Representations, 2022

RLET: A Reinforcement Learning Based Approach for Explainable QA with Entailment Trees.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Dialogue Meaning Representation for Task-Oriented Dialogue Systems.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

DORE: Document Ordered Relation Extraction based on Generative Framework.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

PSS: Progressive Sample Selection for Open-World Visual Representation Learning.
Proceedings of the Computer Vision - ECCV 2022, 2022

2021
Syntax-guided text generation via graph neural network.
Sci. China Inf. Sci., 2021

Scalable Graph Neural Networks with Deep Graph Library.
Proceedings of the WSDM '21, 2021

GRIN: Generative Relation and Intention Network for Multi-agent Trajectory Prediction.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Graph Neural Networks Inspired by Classical Iterative Algorithms.
Proceedings of the 38th International Conference on Machine Learning, 2021

Learning Hierarchical Graph Neural Networks for Image Clustering.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Fork or Fail: Cycle-Consistent Training with Many-to-One Mappings.
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

A Unified Generative Framework for Various NER Subtasks.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

A Unified Generative Framework for Aspect-based Sentiment Analysis.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
Learning Interaction Models of Structured Neighborhood on Heterogeneous Information Network.
CoRR, 2020

CycleGT: Unsupervised Graph-to-Text and Text-to-Graph Generation via Cycle Training.
CoRR, 2020

Relation of the Relations: A New Paradigm of the Relation Extraction Problem.
CoRR, 2020

Repurpose Open Data to Discover Therapeutics for COVID-19 using Deep Learning.
CoRR, 2020

Transformer on a Diet.
CoRR, 2020

Learning Graph Neural Networks with Deep Graph Library.
Proceedings of the Companion of The 2020 Web Conference 2020, 2020

DGL-KE: Training Knowledge Graph Embeddings at Scale.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

DistDGL: Distributed Graph Neural Network Training for Billion-Scale Graphs.
Proceedings of the 10th IEEE/ACM Workshop on Irregular Applications: Architectures and Algorithms, 2020

FeatGraph: a flexible and efficient backend for graph neural network systems.
Proceedings of the International Conference for High Performance Computing, 2020

Scalable Graph Neural Networks with Deep Graph Library.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

An Efficient Neighborhood-based Interaction Model for Recommendation on Heterogeneous Graph.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

CoLAKE: Contextualized Language and Knowledge Embedding.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

GenWiki: A Dataset of 1.3 Million Content-Sharing Text and Graphs for Unsupervised Graph-to-Text Generation.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Multi-Scale Self-Attention for Text Classification.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Low-Rank and Locality Constrained Self-Attention for Sequence Modeling.
IEEE ACM Trans. Audio Speech Lang. Process., 2019

BP-Transformer: Modelling Long-Range Context via Binary Partitioning.
CoRR, 2019

Deep Graph Library: Towards Efficient and Scalable Deep Learning on Graphs.
CoRR, 2019

Star-Transformer.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

2018
Melodic Phrase Segmentation By Deep Neural Networks.
CoRR, 2018

Top-Down Tree Structured Text Generation.
CoRR, 2018

Music Style Transfer Issues: A Position Paper.
CoRR, 2018

Loss Functions for Multiset Prediction.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

A Novel Experience-Based Exploration Method for Q-Learning.
Proceedings of the Data Science, 2018

2017
Saliency-based Sequential Image Attention with Multiset Prediction.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2016
Learning Word Embeddings from Intrinsic and Extrinsic Views.
CoRR, 2016

2015
Learning to Point and Count.
CoRR, 2015

First Step toward Model-Free, Anonymous Object Tracking with Recurrent Neural Networks.
CoRR, 2015

MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems.
CoRR, 2015

Distributed Outlier Detection using Compressive Sensing.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Multiple Granularity Descriptors for Fine-Grained Categorization.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

The application of two-level attention models in deep convolutional neural network for fine-grained image classification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Error-bounded Sampling for Analytics on Big Sparse Data.
Proc. VLDB Endow., 2014

Scale-Invariant Convolutional Neural Networks.
CoRR, 2014

Error-Driven Incremental Learning in Deep Convolutional Neural Network for Large-Scale Image Classification.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Impression Store: Compressive Sensing-based Storage for Big Data Analytics.
Proceedings of the 6th USENIX Workshop on Hot Topics in Cloud Computing, 2014

A scalable and topology configurable protocol for distributed parameter synchronization.
Proceedings of the Asia-Pacific Workshop on Systems, 2014

2013
Failure Recovery: When the Cure Is Worse Than the Disease.
Proceedings of the 14th Workshop on Hot Topics in Operating Systems, 2013

TimeStream: reliable stream computation in the cloud.
Proceedings of the Eighth Eurosys Conference 2013, 2013

2012
MadLINQ: large-scale distributed matrix computation for the cloud.
Proceedings of the European Conference on Computer Systems, 2012

MoonBox: debugging with online slicing and dryrun.
Proceedings of the Asia-Pacific Workshop on Systems, 2012

2011
AutoLog: facing log redundancy and insufficiency.
Proceedings of the APSys '11 Asia Pacific Workshop on Systems, 2011

SLIM: Mmap from the cloud to device, and back.
Proceedings of the APSys '11 Asia Pacific Workshop on Systems, 2011

2010
Language-based replay via data flow cut.
Proceedings of the 18th ACM SIGSOFT International Symposium on Foundations of Software Engineering, 2010

2009
FiLM: A Runtime Monitoring Tool for Distributed Systems.
Proceedings of the Third IEEE International Conference on Secure Software Integration and Reliability Improvement, 2009

MPIWiz: subgroup reproducible replay of mpi applications.
Proceedings of the 14th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2009

A Hybrid Model Checking and Runtime Monitoring Method for C++ Web Services.
Proceedings of the International Conference on Networked Computing and Advanced Information Management, 2009

2008
GridCast: Improving peer sharing for P2P VoD.
ACM Trans. Multim. Comput. Commun. Appl., 2008

Evaluation and optimization of a peer-to-peer video-on-demand system.
J. Syst. Archit., 2008

Robust incentives via multi-level Tit-for-Tat.
Concurr. Comput. Pract. Exp., 2008

Islands in the MSN messenger buddy network.
Proceedings of the 1st Workshop on Social Network Systems, 2008

Conditional correlation analysis for safe region-based memory management.
Proceedings of the ACM SIGPLAN 2008 Conference on Programming Language Design and Implementation, 2008

R2: An Application-Level Kernel for Record and Replay.
Proceedings of the 8th USENIX Symposium on Operating Systems Design and Implementation, 2008

Corey: An Operating System for Many Cores.
Proceedings of the 8th USENIX Symposium on Operating Systems Design and Implementation, 2008

D3S: Debugging Deployed Distributed Systems.
Proceedings of the 5th USENIX Symposium on Networked Systems Design & Implementation, 2008

A framework for lazy replication in P2P VoD.
Proceedings of the Network and Operating System Support for Digital Audio and Video, 2008

Hang analysis: fighting responsiveness bugs.
Proceedings of the 2008 EuroSys Conference, Glasgow, Scotland, UK, April 1-4, 2008, 2008

Towards cinematic internet video-on-demand.
Proceedings of the 2008 EuroSys Conference, Glasgow, Scotland, UK, April 1-4, 2008, 2008

2007
BitVault: a highly reliable distributed data retention platform.
ACM SIGOPS Oper. Syst. Rev., 2007

An Analytical Framework and Its Applications for Studying Brick Storage Reliability.
Proceedings of the 26th IEEE Symposium on Reliable Distributed Systems (SRDS 2007), 2007

WiDS Checker: Combating Bugs in Distributed Systems.
Proceedings of the 4th Symposium on Networked Systems Design and Implementation (NSDI 2007), 2007

A Measurement Study of a Peer-to-Peer Video-on-Demand System.
Proceedings of the 6th International workshop on Peer-To-Peer Systems, 2007

Machine Bank: Own Your Virtual Personal Computer.
Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007

A Multi-dimensional Reputation System Combined with Trust and Incentive Mechanisms in P2P File Sharing Systems.
Proceedings of the 27th International Conference on Distributed Computing Systems Workshops (ICDCS 2007 Workshops), 2007

An Empirical Study of Collusion Behavior in the Maze P2P File-Sharing System.
Proceedings of the 27th IEEE International Conference on Distributed Computing Systems (ICDCS 2007), 2007

2006
Automated known problem diagnosis with event traces.
Proceedings of the 2006 EuroSys Conference, Leuven, Belgium, April 18-21, 2006, 2006

2005
Sigma: A Fault-Tolerant Mutual Exclusion Algorithm in Dynamic Distributed Systems Subject to Process Crashes and Memory Losses.
Proceedings of the 11th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC 2005), 2005

Simulating Large-Scale P2P Systems with the WiDS Toolkit.
Proceedings of the 13th International Symposium on Modeling, 2005

An Empirical Study of Free-Riding Behavior in the Maze P2P File-Sharing System.
Proceedings of the Peer-to-Peer Systems IV, 4th International Workshop, 2005

Z-Ring: Fast Prefix Routing via a Low Maintenance Membership Protocol.
Proceedings of the 13th IEEE International Conference on Network Protocols (ICNP 2005), 2005

On the Impact of Replica Placement to the Reliability of Distributed Brick Storage Systems.
Proceedings of the 25th International Conference on Distributed Computing Systems (ICDCS 2005), 2005

WiDS: An Integrated Toolkit for Distributed System Development.
Proceedings of HotOS'05: 10th Workshop on Hot Topics in Operating Systems, 2005

2004
Evaluation of Edge Caching/Offloading for Dynamic Content Delivery.
IEEE Trans. Knowl. Data Eng., 2004

Strider: a black-box, state-based approach to change and configuration management and support.
Sci. Comput. Program., 2004

Deployment of a Large-scale Peer-to-Peer Social Network.
Proceedings of the First USENIX Workshop on Real, Large Distributed Systems, 2004

Friends Troubleshooting Network: Towards Privacy-Preserving, Automatic Troubleshooting.
Proceedings of the Peer-to-Peer Systems III, Third International Workshop, 2004

A Practical Distributed Mutual Exclusion Protocol in Dynamic Peer-to-Peer Systems.
Proceedings of the Peer-to-Peer Systems III, Third International Workshop, 2004

P2P Resource Pool and Its Application to Optimize Wide-Area Application Level Multicasting.
Proceedings of the 33rd International Conference on Parallel Processing Workshops (ICPP 2004 Workshops), 2004

RepStore: A Self-Managing and Self-Tuning Storage Backend with Smart Bricks.
Proceedings of the 1st International Conference on Autonomic Computing (ICAC 2004), 2004

Scalable, Structured Data Placement over P2P Storage Utilities.
Proceedings of the 10th IEEE International Workshop on Future Trends of Distributed Computing Systems (FTDCS 2004), 2004

The Power of DHT as a Logical Space.
Proceedings of the 10th IEEE International Workshop on Future Trends of Distributed Computing Systems (FTDCS 2004), 2004

2003
Media Companion: Delivering Content-oriented Web Services to Internet Media.
Proceedings of the Twelfth International World Wide Web Conference - Posters, 2003

Proxy+: Simple Proxy Augmentation for Dynamic Content Processing.
Proceedings of the Web Content Caching and Distribution, 8th International Workshop, 2003

SOMO: Self-Organized Metadata Overlay for Resource Management in P2P DHT.
Proceedings of the Peer-to-Peer Systems II, Second International Workshop, 2003

Trading Replication Consistency for Performance and Availability: an Adaptive Approach.
Proceedings of the 23rd International Conference on Distributed Computing Systems (ICDCS 2003), 2003

Building Topology-Aware Overlays Using Global Soft-Stat.
Proceedings of the 23rd International Conference on Distributed Computing Systems (ICDCS 2003), 2003

2002
Reperasure: Replication Protocol Using Erasure-Code in Peer-to-Peer Storage Network.
Proceedings of the 21st Symposium on Reliable Distributed Systems (SRDS 2002), 2002

ReVive: Cost-Effective Architectural Support for Rollback Recovery in Shared-Memory Multiprocessors.
Proceedings of the 29th International Symposium on Computer Architecture (ISCA 2002), 2002

2001
Designing a Robust Namespace for Distributed File Services.
Proceedings of the 20th Symposium on Reliable Distributed Systems (SRDS 2001), 2001

1999
Excel-NUMA: Toward Programmability, Simplicity, and High Performance.
IEEE Trans. Computers, 1999

1997
The Performance of the Cedar Multistage Switching Network.
IEEE Trans. Parallel Distributed Syst., 1997

Reducing Remote Conflict Misses: NUMA with Remote Cache versus COMA.
Proceedings of the 3rd IEEE Symposium on High-Performance Computer Architecture (HPCA '97), 1997

The Memory Performance of DSS Commercial Workloads in Shared-Memory Multiprocessors.
Proceedings of the 3rd IEEE Symposium on High-Performance Computer Architecture (HPCA '97), 1997

1996
Architectural Alternatives to Reduce Remote Conflict Misses in Shared-Memory Multiprocessors
PhD thesis, 1996

Distance-Adaptive Update Protocols for Scalable Shared-Memory Multiprocessors.
Proceedings of the Second International Symposium on High-Performance Computer Architecture, 1996

1995
Speeding Up Irregular Applications in Shared-Memory Multiprocessors: Memory Binding and Group Prefetching.
Proceedings of the 22nd Annual International Symposium on Computer Architecture, 1995


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