Lingfei Wu

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Automatic Generation of Product-Image Sequence in E-commerce.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Automatic Controllable Product Copywriting for E-Commerce.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2022, 2022

Graph-augmented Learning to Rank for Querying Large-scale Knowledge Graph.

[BibT_eX]

[DOI]

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Input-agnostic Certified Group Fairness via Gaussian Parameter Smoothing.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Robust Meta-learning with Sampling Noise and Label Noise via Eigen-Reptile.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

QRelScore: Better Evaluating Generated Questions with Deeper Understanding of Context-aware Relevance.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Knowledge Distillation based Contextual Relevance Matching for E-commerce Product Search.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7, 2022

Automatic Scene-based Topic Channel Construction System for E-Commerce.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7, 2022

Applied Machine Learning Methods for Time Series Forecasting.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Feeding What You Need by Understanding What You Learned.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Automatic Product Copywriting for E-commerce.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Intelligent Online Selling Point Extraction for E-commerce Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Large-scale Cost-Aware Classification Using Feature Computational Dependency Graph.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Deep Graph Matching and Searching for Semantic Code Retrieval.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2021

Adversarial Attacks against Windows PE Malware Detection: A Survey of the State-of-the-Art.

[BibT_eX]

[DOI]

CoRR, 2021

Multi-Choice Questions based Multi-Interest Policy Learning for Conversational Recommendation.

[BibT_eX]

[DOI]

CoRR, 2021

Intelligent Online Selling Point Extraction for E-Commerce Recommendation.

[BibT_eX]

[DOI]

CoRR, 2021

RDF-to-Text Generation with Reinforcement Learning Based Graph-augmented Structural Neural Encoders.

[BibT_eX]

[DOI]

CoRR, 2021

Multi-behavior Graph Contextual Aware Network for Session-based Recommendation.

[BibT_eX]

[DOI]

CoRR, 2021

Bridging the Gap between Spatial and Spectral Domains: A Theoretical Framework for Graph Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2021

Heterogeneous Global Graph Neural Networks for Personalized Session-based Recommendation.

[BibT_eX]

[DOI]

CoRR, 2021

Constructing Contrastive samples via Summarization for Text Classification with limited annotations.

[BibT_eX]

[DOI]

CoRR, 2021

HAConvGNN: Hierarchical Attention Based Convolutional Graph Neural Network for Code Documentation Generation in Jupyter Notebooks.

[BibT_eX]

[DOI]

CoRR, 2021

Novelty, Disruption, and the Evolution of Scientific Impact.

[BibT_eX]

[DOI]

Yiling Lin

James Allen Evans

CoRR, 2021

Themisto: Towards Automated Documentation Generation in Computational Notebooks.

[BibT_eX]

[DOI]

CoRR, 2021

Low-skilled Occupations Face the Highest Re-skilling Pressure.

[BibT_eX]

[DOI]

Di Tong

James Allen Evans

CoRR, 2021

Action Word Prediction for Neural Source Code Summarization.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Conference on Software Analysis, 2021

A Neural Question Answering System for Basic Questions about Subroutines.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Conference on Software Analysis, 2021

Validating the Lottery Ticket Hypothesis with Inertial Manifold Theory.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Learning to Generate Visual Questions with Noisy Supervision.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Technical Question Answering across Tasks and Domains.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Papers, 2021

Linking the Characters: Video-oriented Social Graph Generation via Hierarchical-cumulative GCN.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

2nd International Workshop on Industrial Recommendation Systems (IRS).

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

The Sixth International Workshop on Deep Learning on Graphs - Methods and Applications (DLG-KDD'21).

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Deep Learning on Graphs for Natural Language Processing.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Graph Adversarial Attack via Rewiring.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Graph-Augmented Code Summarization in Computational Notebooks.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Expressive 1-Lipschitz Neural Networks for Robust Multiple Graph Learning against Adversarial Attacks.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Adversarial Attack against Cross-lingual Knowledge Graph Alignment.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

HAConvGNN: Hierarchical Attention Based Convolutional Graph Neural Network for Code Documentation Generation in Jupyter Notebooks.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Timeline Summarization based on Event Graph Compression via Time-Aware Optimal Transport.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Constructing contrastive samples via summarization for text classification with limited annotations.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Sequential Search with Off-Policy Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Relation-aware Graph Attention Model with Adaptive Self-adversarial Training.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Towards Byzantine-Resilient Federated Learning via Group-Wise Robust Aggregation.

[BibT_eX]

[DOI]

Lei Yu

Proceedings of the Federated Learning - Privacy and Incentive, 2020

Exploiting Heterogeneous Graph Neural Networks with Latent Worker/Task Correlation Information for Label Aggregation in Crowdsourcing.

[BibT_eX]

[DOI]

CoRR, 2020

Stronger Transformers for Neural Multi-Hop Question Generation.

[BibT_eX]

[DOI]

Devendra Singh Sachan

Mrinmaya Sachan

William L. Hamilton

CoRR, 2020

Hierarchical Graph Matching Networks for Deep Graph Similarity Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Toward Subgraph Guided Knowledge Graph Question Generation with Graph Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Social Centralization and Semantic Collapse: Hyperbolic Embeddings of Networks and Text.

[BibT_eX]

[DOI]

Linzhuo Li

James Allen Evans

CoRR, 2020

Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddings.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Improved Automatic Summarization of Subroutines via Attention to File Context.

[BibT_eX]

[DOI]

Proceedings of the MSR '20: 17th International Conference on Mining Software Repositories, 2020

Deep Graph Learning: Foundations, Advances and Applications.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Interpretable Deep Graph Generation with Node-edge Co-disentanglement.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Improved Code Summarization via a Graph Neural Network.

[BibT_eX]

[DOI]

Proceedings of the ICPC '20: 28th International Conference on Program Comprehension, 2020

Hierarchical Attention Based Spatial-Temporal Graph-to-Sequence Learning for Grounded Video Description.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

RDF-to-Text Generation with Graph-augmented Structural Neural Encoders.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

GraphFlow: Exploiting Conversation Flow with Graph Neural Networks for Conversational Machine Comprehension.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Reinforcement Learning Based Graph-to-Sequence Model for Natural Question Generation.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

A Technical Question Answering System with Transfer Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2020

Unsupervised Reference-Free Summary Quality Evaluation via Contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Graph-to-Tree Neural Networks for Learning Structured Input-Output Translation with Applications to Semantic Parsing and Math Word Problem.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Crossing Variational Autoencoders for Answer Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

A Joint Neural Model for Information Extraction with Global Features.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward.

[BibT_eX]

[DOI]

Luyang Huang

Lu Wang

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

A Multi-Perspective Architecture for Semantic Code Search.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

TRPL+K: Thick-Restart Preconditioned Lanczos+K Method for Large Symmetric Eigenvalue Problems.

[BibT_eX]

[DOI]

Fei Xue

SIAM J. Sci. Comput., 2019

Deep Iterative and Adaptive Learning for Graph Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Improving Graph Neural Network Representations of Logical Formulae with Subgraph Pooling.

[BibT_eX]

[DOI]

CoRR, 2019

Natural Question Generation with Reinforcement Learning Based Graph-to-Sequence Model.

[BibT_eX]

[DOI]

CoRR, 2019

MUTLA: A Large-Scale Dataset for Multimodal Teaching and Learning Analytics.

[BibT_eX]

[DOI]

CoRR, 2019

Attacking Graph Convolutional Networks via Rewiring.

[BibT_eX]

[DOI]

CoRR, 2019

High-Fidelity Vector Space Models of Structured Data.

[BibT_eX]

[DOI]

CoRR, 2019

Graph Enhanced Cross-Domain Text-to-SQL Generation.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth Workshop on Graph-Based Methods for Natural Language Processing, 2019

KerGM: Kernelized Graph Matching.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Reinforcement Learning Based Text Style Transfer without Parallel Training Corpus.

[BibT_eX]

[DOI]

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

Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases.

[BibT_eX]

[DOI]

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

Discrete Adversarial Attacks and Submodular Optimization with Applications to Text Classification.

[BibT_eX]

[DOI]

Proceedings of Machine Learning and Systems 2019, 2019

Scalable Global Alignment Graph Kernel Using Random Features: From Node Embedding to Graph Embedding.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Efficient Global String Kernel with Random Features: Beyond Counting Substructures.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Similarity Preserving Representation Learning for Time Series Clustering.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Fast Incremental von Neumann Graph Entropy Computation: Theory, Algorithm, and Applications.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

Contrast Feature Dependency Pattern Mining for Controlled Experiments with Application to Driving Behavior.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

DynGraph2Seq: Dynamic-Graph-to-Sequence Interpretable Learning for Health Stage Prediction in Online Health Forums.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

DQ Scheduler: Deep Reinforcement Learning Based Controller Synchronization in Distributed SDN.

[BibT_eX]

[DOI]

Ziyao Zhang

Liang Ma

Konstantinos Poularakis

Kin K. Leung

Proceedings of the 2019 IEEE International Conference on Communications, 2019

Multi-stage Deep Classifier Cascades for Open World Recognition.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Incomplete Label Multi-Task Deep Learning for Spatio-Temporal Event Subtype Forecasting.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Discrete Attacks and Submodular Optimization with Applications to Text Classification.

[BibT_eX]

[DOI]

Qi Lei

Pin-Yu Chen

Alexandros G. Dimakis

Inderjit S. Dhillon

Michael Witbrock

CoRR, 2018

The Hidden Shape of Stories Reveals Positivity Bias and Gender Bias.

[BibT_eX]

[DOI]

CoRR, 2018

SQL-to-Text Generation with Graph-to-Sequence Model.

[BibT_eX]

[DOI]

CoRR, 2018

Social Connection Induces Cultural Contraction: Evidence from Hyperbolic Embeddings of Social and Semantic Networks.

[BibT_eX]

[DOI]

Linzhuo Li

James A. Evans

CoRR, 2018

Graph2Seq: Graph to Sequence Learning with Attention-based Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2018

D2KE: From Distance to Kernel and Embedding.

[BibT_eX]

[DOI]

CoRR, 2018

Scalable Spectral Clustering Using Random Binning Features.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence Model.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

SQL-to-Text Generation with Graph-to-Sequence Model.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Word Mover's Embedding: From Word2Vec to Document Embedding.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Quantized Densely Connected U-Nets for Efficient Landmark Localization.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Random Warping Series: A Random Features Method for Time-Series Embedding.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

Assessing National Development Plans for Alignment With Sustainable Development Goals via Semantic Search.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

PRIMME_SVDS: A High-Performance Preconditioned SVD Solver for Accurate Large-Scale Computations.

[BibT_eX]

[DOI]

Eloy Romero

SIAM J. Sci. Comput., 2017

Large Teams Have Developed Science and Technology; Small Teams Have Disrupted It.

[BibT_eX]

[DOI]

Dashun Wang

James A. Evans

CoRR, 2017

Similarity Preserving Representation Learning for Time Series Analysis.

[BibT_eX]

[DOI]

CoRR, 2017

Revisiting Spectral Graph Clustering with Generative Community Models.

[BibT_eX]

[DOI]

Pin-Yu Chen

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

2016

Towards Real-Time Detection and Tracking of Spatio-Temporal Features: Blob-Filaments in Fusion Plasma.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2016

Estimating the trace of the matrix inverse by interpolating from the diagonal of an approximate inverse.

[BibT_eX]

[DOI]

Efstratios Gallopoulos

J. Comput. Phys., 2016

Tracing the Attention of Moving Citizens.

[BibT_eX]

[DOI]

Chengjun Wang

CoRR, 2016

A model of online collaboration for knowledge production.

[BibT_eX]

[DOI]

Miles K. Manning

Marco A. Janssen

Proceedings of the Winter Simulation Conference, 2016

Revisiting Random Binning Features: Fast Convergence and Strong Parallelizability.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Efficient one-vs-one kernel ridge regression for speech recognition.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

A Preconditioned Hybrid SVD Method for Accurately Computing Singular Triplets of Large Matrices.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 2015

Towards Real-Time Detection and Tracking of Blob-Filaments in Fusion Plasma Big Data.

[BibT_eX]

[DOI]

CoRR, 2015

Attention Dynamics in Collaborative Knowledge Creation.

[BibT_eX]

[DOI]

Marco A. Janssen

CoRR, 2015

The Dynamics of Collaborative Knowledge Production.

[BibT_eX]

[DOI]

Jacopo A. Baggio

Marco A. Janssen

CoRR, 2015

2014

How Web 1.0 fails: the mismatch between hyperlinks and clickstreams.

[BibT_eX]

[DOI]

Robert Ackland

Soc. Netw. Anal. Min., 2014

PRIMME_SVDS: A Preconditioned SVD Solver for Computing Accurately Singular Triplets of Large Matrices based on the PRIMME Eigensolver.

[BibT_eX]

[DOI]

CoRR, 2014

2013

A similarity metric method of obfuscated malware using function-call graph.

[BibT_eX]

[DOI]

J. Comput. Virol. Hacking Tech., 2013

The Metabolism and Growth of Web Forums.

[BibT_eX]

[DOI]

Jiang Zhang

Min Zhao

CoRR, 2013

2011

The Flow Structure on the WWW

[BibT_eX]

[DOI]

Jiang Zhang

CoRR, 2011

Heterogeneity and Allometric Growth of Human Collaborative Tagging Behavior

[BibT_eX]

[DOI]

Chengjun Wang

CoRR, 2011

Accelerating Growth and Size-dependent Distribution of Collective Human Activities Online

[BibT_eX]

[DOI]