Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

SueNes: A Weakly Supervised Approach to Evaluating Single-Document Summarization via Negative Sampling.

[BibT_eX]

[DOI]

Forrest Sheng Bao

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Backdoor Defense with Machine Unlearning.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2022, 2022

Iterative Contrastive Learning for Single Image Raindrop Removal.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Combating False Sense of Security: Breaking the Defense of Adversarial Training Via Non-Gradient Adversarial Attack.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Multi-scale Time Based Stock Appreciation Ranking Prediction via Price Co-movement Discrimination.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2022

TaskSum: Task-Driven Extractive Text Summarization for Long News Documents Based on Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2022

Optimal Action Space Search: An Effective Deep Reinforcement Learning Method for Algorithmic Trading.

[BibT_eX]

[DOI]

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

Learning to Generalize in Heterogeneous Federated Networks.

[BibT_eX]

[DOI]

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

2021

Distributed Monitoring for Energy Infrastructures: A Two-Tier Analysis over Wireless Networks.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 2021

DSAL: Deeply Supervised Active Learning From Strong and Weak Labelers for Biomedical Image Segmentation.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2021

Practical and Light-weight Secure Aggregation for Federated Submodel Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Privacy Threats Analysis to Secure Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Cross-domain Knowledge Distillation for Retrieval-based Question Answering Systems.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

Systematic Analysis of Circular Artifacts for Stylegan.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Privacy-Preserving Optimal Insulin Dosing Decision.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Weakly-Supervised Open-Retrieval Conversational Question Answering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2021

CAT-BERT: A Context-Aware Transferable BERT Model for Multi-turn Machine Reading Comprehension.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2021

EasyTransfer: A Simple and Scalable Deep Transfer Learning Platform for NLP Applications.

[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

Learning to Expand: Reinforced Response Expansion for Information-seeking Conversations.

[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

Reinforced History Backtracking for Conversational Question Answering.

[BibT_eX]

[DOI]

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

2020

Towards Scalable and Privacy-Preserving Deep Neural Network via Algorithmic-Cryptographic Co-design.

[BibT_eX]

[DOI]

CoRR, 2020

Learning to Expand: Reinforced Pseudo-relevance Feedback Selection for Information-seeking Conversations.

[BibT_eX]

[DOI]

CoRR, 2020

Improving Federated Relational Data Modeling via Basis Alignment and Weight Penalty.

[BibT_eX]

[DOI]

CoRR, 2020

EasyTransfer - A Simple and Scalable Deep Transfer Learning Platform for NLP Applications.

[BibT_eX]

[DOI]

CoRR, 2020

A Theoretical Perspective on Differentially Private Federated Multi-task Learning.

[BibT_eX]

[DOI]

Huiwen Wu

Cen Chen

Li Wang

CoRR, 2020

Privacy-preserving Transfer Learning via Secure Maximum Mean Discrepancy.

[BibT_eX]

[DOI]

Bin Zhang

Cen Chen

Li Wang

CoRR, 2020

A Comprehensive Analysis of Information Leakage in Deep Transfer Learning.

[BibT_eX]

[DOI]

CoRR, 2020

End-to-end Semantics-based Summary Quality Assessment for Single-document Summarization.

[BibT_eX]

[DOI]

CoRR, 2020

InfDetect: a Large Scale Graph-based Fraud Detection System for E-Commerce Insurance.

[BibT_eX]

[DOI]

CoRR, 2020

ID Preserving Face Super-Resolution Generative Adversarial Networks.

[BibT_eX]

[DOI]

IEEE Access, 2020

Automatic Knowledge Fusion in Transferrable Networks for Semantic Text Matching.

[BibT_eX]

[DOI]

Proceedings of the Companion of The 2020 Web Conference 2020, 2020

IART: Intent-aware Response Ranking with Transformers in Information-seeking Conversation Systems.

[BibT_eX]

[DOI]

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Open-Retrieval Conversational Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Opencc - an open Benchmark data set for Corpus Callosum Segmentation and Evaluation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

A Balanced Cost Fault-Tolerant Scheduling Algorithm in Heterogeneous Real-Time Systems.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, 2020

Efficient Design of Hybrid Half-band Multi-stage Filter Based on Simulated Annealing Algorithm.

[BibT_eX]

[DOI]

A Novel Economical Design of Multistage Decimators for Low Latency Audio Applications.

[BibT_eX]

[DOI]

aDMSCN: A Novel Perspective for User Intent Prediction in Customer Service Bots.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Nebula: A Scalable Privacy-Preserving Machine Learning System in Ant Financial.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Characterizing Membership Privacy in Stochastic Gradient Langevin Dynamics.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

TitAnt: Online Real-time Transaction Fraud Detection in Ant Financial.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2019

Multi-Domain Gated CNN for Review Helpfulness Prediction.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Reinforcement Learning for User Intent Prediction in Customer Service Bots.

[BibT_eX]

[DOI]

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

AntProphet: an Intention Mining System behind Alipay's Intelligent Customer Service Bot.

[BibT_eX]

[DOI]

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

Attentive History Selection for Conversational Question Answering.

[BibT_eX]

[DOI]

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

Cross-domain Attention Network with Wasserstein Regularizers for E-commerce Search.

[BibT_eX]

[DOI]

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

InfDetect: a Large Scale Graph-based Fraud Detection System for E-Commerce Insurance.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Semi-Supervised Self-Taught Deep Learning for Finger Bones Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

2018

Scalable Urban Mobile Crowdsourcing: Handling Uncertainty in Worker Movement.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2018

Review Helpfulness Prediction with Embedding-Gated CNN.

[BibT_eX]

[DOI]

CoRR, 2018

A Local Online Learning Approach for Non-linear Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Cross-Domain Review Helpfulness Prediction Based on Convolutional Neural Networks with Auxiliary Domain Discriminators.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

2017

PS-DBSCAN: An Efficient Parallel DBSCAN Algorithm Based on Platform Of AI (PAI).

[BibT_eX]

[DOI]

CoRR, 2017

Locally Connected Deep Learning Framework for Industrial-scale Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Aspect Extraction from Product Reviews Using Category Hierarchy Information.

[BibT_eX]

[DOI]

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Tackling Large-Scale Home Health Care Delivery Problem with Uncertainty.

[BibT_eX]

[DOI]

Cen Chen

Zachary B. Rubinstein

Stephen F. Smith

Hoong Chuin Lau

Proceedings of the Twenty-Seventh International Conference on Automated Planning and Scheduling, 2017

Scalable Approaches to Home Health Care Scheduling Problems with Uncertainty.

[BibT_eX]

[DOI]

Cen Chen

Zachary B. Rubinstein

Stephen F. Smith

Hoong Chuin Lau

Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Aspect-Based Helpfulness Prediction for Online Product Reviews.

[BibT_eX]

[DOI]

Yinfei Yang

Cen Chen

Forrest Sheng Bao

Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

TASKer: behavioral insights via campus-based experimental mobile crowd-sourcing.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

Campus-Scale Mobile Crowd-Tasking: Deployment & Behavioral Insights.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM Conference on Computer-Supported Cooperative Work & Social Computing, 2016

2015

Space-Time Aware Behavioral Topic Modeling for Microblog Posts.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2015

Towards City-Scale Mobile Crowdsourcing: Task Recommendations under Trajectory Uncertainties.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Multi-Agent Task Assignment for Mobile Crowdsourcing under Trajectory Uncertainties.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

2014

Multi-agent orienteering problem with time-dependent capacity constraints.

[BibT_eX]

[DOI]

Cen Chen

Shih-Fen Cheng

Hoong Chuin Lau

Web Intell. Agent Syst., 2014

TRACCS: A Framework for Trajectory-Aware Coordinated Urban Crowd-Sourcing.

[BibT_eX]

[DOI]

Proceedings of the Seconf AAAI Conference on Human Computation and Crowdsourcing, 2014

Cen Chen

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