Ke Chen

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 61

Top Venues

Proc. VLDB Endow.

IEEE Trans. Knowl. Data Eng.

CoRR

AAAI

Publications

Hongjia Zou, Lidan Shou, Ke Chen, Xuan Zhou
MCF-KV: Multi-Cuckoo-Filter Index based Key-Value Store with Persistent Memory. EDBT (2024)
Cheng Peng, Ke Chen, Lidan Shou, Gang Chen
Variational Hybrid-Attention Framework for Multi-Label Few-Shot Aspect Category Detection. AAAI (2024)
Hong Lin, Ke Chen, Dawei Jiang, Lidan Shou, Gang Chen
Correction to: "Refiner: a reliable and efficient incentive-driven federated learning system powered by blockchain". VLDB J. 33 (5) (2024)
Cheng Peng, Haobo Wang, Jue Wang, Lidan Shou, Ke Chen, Gang Chen, Chang Yao
Learning Label-Adaptive Representation for Large-Scale Multi-Label Text Classification. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Lingxi Cui, Huan Li, Ke Chen, Lidan Shou, Gang Chen
Tabular Data Augmentation for Machine Learning: Progress and Prospects of Embracing Generative AI. CoRR (2024)
Hong Lin, Ke Chen, Dawei Jiang, Lidan Shou, Gang Chen
Refiner: a reliable and efficient incentive-driven federated learning system powered by blockchain. VLDB J. 33 (3) (2024)
Hong Lin, Lidan Shou, Ke Chen, Gang Chen, Sai Wu
FL-GUARD: A Holistic Framework for Run-Time Detection and Recovery of Negative Federated Learning. CoRR (2024)
Hong Lin, Lidan Shou, Ke Chen, Gang Chen, Sai Wu
FL-GUARD: A Holistic Framework for Run-Time Detection and Recovery of Negative Federated Learning. Data Sci. Eng. 9 (2) (2024)
Jun Zhang, Jue Wang, Huan Li, Lidan Shou, Ke Chen, Gang Chen, Sharad Mehrotra
Draft& Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding. ACL (1) (2024)
Haobo Wang, Cheng Peng, Hede Dong, Lei Feng, Weiwei Liu, Tianlei Hu, Ke Chen, Gang Chen
On the Value of Head Labels in Multi-Label Text Classification. ACM Trans. Knowl. Discov. Data 18 (5) (2024)
Cheng Peng, Ke Chen, Lidan Shou, Gang Chen
CARAT: Contrastive Feature Reconstruction and Aggregation for Multi-Modal Multi-Label Emotion Recognition. AAAI (2024)
Linzhu Yu, Huan Li, Ke Chen, Lidan Shou
BoKA: Bayesian Optimization based Knowledge Amalgamation for Multi-unknown-domain Text Classification. KDD (2024)
Jun Zhang, Huan Li, Dazhong Rong, Yan Zhao, Ke Chen, Lidan Shou
Preventing the Popular Item Embedding Based Attack in Federated Recommendations. ICDE (2024)
Cheng Peng, Haobo Wang, Ke Chen, Lidan Shou, Chang Yao, Runze Wu, Gang Chen
CoMAL: Contrastive Active Learning for Multi-Label Text Classification. KDD (2024)
Jue Wang, Dajie Dong, Lidan Shou, Ke Chen, Gang Chen
Effective Continual Learning for Text Classification with Lightweight Snapshots. AAAI (2023)
Wentao Hu, Dawei Jiang, Sai Wu, Ke Chen, Gang Chen
Distributional constraint discovery for intelligent auditing. Knowl. Inf. Syst. 65 (12) (2023)
Jun Zhang, Jue Wang, Huan Li, Lidan Shou, Ke Chen, Gang Chen, Sharad Mehrotra
Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding. CoRR (2023)
Jue Wang, Ke Chen, Lidan Shou, Dawei Jiang, Gang Chen
SMILE: A Cost-Effective System for Serving Massive Pretrained Language Models in The Cloud. SIGMOD Conference Companion (2023)
Shengyuan Liu, Ke Chen, Tianlei Hu, Yunqing Mao
Uncertainty-aware complementary label queries for active learning. Frontiers Inf. Technol. Electron. Eng. 24 (10) (2023)
Yuchen Peng, Ke Chen, Lidan Shou, Dawei Jiang, Gang Chen
AQUA: Automatic Collaborative Query Processing in Analytical Database. Proc. VLDB Endow. 16 (12) (2023)
Shengyuan Liu, Tianlei Hu, Ke Chen, Yunqing Mao
Complementary Label Queries for Efficient Active Learning. ICIGP (2023)
Xin'ao Wang, Huan Li, Ke Chen, Lidan Shou
FedBFPT: An Efficient Federated Learning Framework for Bert Further Pre-training. IJCAI (2023)
Yujia Ding, Huan Li, Ke Chen, Lidan Shou
TPUF: Enhancing Cross-domain Sequential Recommendation via Transferring Pre-trained User Features. CIKM (2023)
Linzhu Yu, Dawei Jiang, Ke Chen, Lidan Shou
Arm: Efficient Learning of Neural Retrieval Models with Desired Accuracy by Automatic Knowledge Amalgamation. SIGIR (2022)
Jue Wang, Ke Chen, Gang Chen, Lidan Shou, Julian J. McAuley
SkipBERT: Efficient Inference with Shallow Layer Skipping. ACL (1) (2022)
Zhifei Pang, Sai Wu, Gang Chen, Lidan Shou, Ke Chen, Bingsheng He
A Stack-Centric Processing Model for Iterative Processing. IEEE Trans. Big Data 8 (2) (2022)
Wentao Hu, Dawei Jiang, Sai Wu, Ke Chen, Gang Chen
IceBerg: Deep Generative Modeling for Constraint Discovery and Anomaly Detection. ISPA/BDCloud/SocialCom/SustainCom (2022)
Yuhang Ma, Zhongle Xie, Jue Wang, Ke Chen, Lidan Shou
Continual Federated Learning Based on Knowledge Distillation. IJCAI (2022)
Shengyuan Liu, Haobo Wang, Tianlei Hu, Ke Chen
Dual Enhancement for Multi-Label Learning with Missing Labels. MLMI (2021)
Yu Yin, Ke Chen, Lidan Shou, Gang Chen
Defending Privacy Against More Knowledgeable Membership Inference Attackers. KDD (2021)
Zhebin Zhang, Dajie Dong, Yuhang Ma, Yilong Ying, Dawei Jiang, Ke Chen, Lidan Shou, Gang Chen
Refiner: A Reliable Incentive-Driven Federated Learning System Powered by Blockchain. Proc. VLDB Endow. 14 (12) (2021)
Jue Wang, Ke Chen, Lidan Shou, Sai Wu, Gang Chen
Effective Slot Filling via Weakly-Supervised Dual-Model Learning. AAAI (2021)
Xiaxia Wang, Sai Wu, Lidan Shou, Ke Chen
An Interactive NL2SQL Approach with Reuse Strategy. DASFAA (2) (2021)
Xiu Tang, Sai Wu, Gang Chen, Ke Chen, Lidan Shou
Learning to Label with Active Learning and Reinforcement Learning. DASFAA (2) (2021)
Hong Lin, Lidan Shou, Ke Chen, Gang Chen, Sai Wu
LINDT: Tackling Negative Federated Learning with Local Adaptation. CoRR (2020)
Haobo Wang, Chen Chen, Weiwei Liu, Ke Chen, Tianlei Hu, Gang Chen
Incorporating Label Embedding and Feature Augmentation for Multi-Dimensional Classification. AAAI (2020)
Wentao Hu, Dongxiang Zhang, Dawei Jiang, Sai Wu, Ke Chen, Kian-Lee Tan, Gang Chen
AUDITOR: A System Designed for Automatic Discovery of Complex Integrity Constraints in Relational Databases. SIGMOD Conference (2020)
Haobo Wang, Weiwei Liu, Yang Zhao, Tianlei Hu, Ke Chen, Gang Chen
Learning From Multi-Dimensional Partial Labels. IJCAI (2020)
Jingtian Zhang, Lidan Shou, Sai Wu, Gang Chen, Ke Chen
A two-phase approach for unexpected pattern mining. Expert Syst. Appl. 141 (2020)
Huan Li, Hua Lu, Gang Chen, Ke Chen, Qinkuang Chen, Lidan Shou
Toward Translating Raw Indoor Positioning Data into Mobility Semantics. Trans. Data Sci. 1 (4) (2020)
Jue Wang, Lidan Shou, Ke Chen, Gang Chen
Pyramid: A Layered Model for Nested Named Entity Recognition. ACL (2020)
Huan Li, Hua Lu, Lidan Shou, Gang Chen, Ke Chen
In Search of Indoor Dense Regions: An Approach Using Indoor Positioning Data. ICDE (2019)
Ping Zhao, Lidan Shou, Ke Chen, Gang Chen, Xiaofan Wu
面向局域检索的时变图数据存储与查询模型 (Storage and Query Model for Localized Search on Temporal Graph Data). 计算机科学 46 (10) (2019)
Huan Li, Hua Lu, Lidan Shou, Gang Chen, Ke Chen
Finding Most Popular Indoor Semantic Locations Using Uncertain Mobility Data. ICDE (2019)
Ke Chen, Lei Feng, Qingkuang Chen, Gang Chen, Lidan Shou
EXACT: Attributed Entity Extraction By Annotating Texts. SIGIR (2019)
Jue Wang, Ke Chen, Lidan Shou, Sai Wu, Sharad Mehrotra
Semi-Supervised Few-Shot Learning for Dual Question-Answer Extraction. CoRR (2019)
Huan Li, Hua Lu, Lidan Shou, Gang Chen, Ke Chen
Finding Most Popular Indoor Semantic Locations Using Uncertain Mobility Data. IEEE Trans. Knowl. Data Eng. 31 (11) (2019)
Xinjing Zhou, Lidan Shou, Ke Chen, Wei Hu, Gang Chen
DPTree: Differential Indexing for Persistent Memory. Proc. VLDB Endow. 13 (4) (2019)
Ying Yu, Ke Chen, Lidan Shou, Gang Chen, Xiaofan Wu
基于关键词和关键句抽取的用户评论情感分析 (Sentiment Analysis of User Comments Based on Extraction of Key Words and Key Sentences). 计算机科学 46 (10) (2019)
Huan Li, Hua Lu, Feichao Shi, Gang Chen, Ke Chen, Lidan Shou
TRIPS: A System for Translating Raw Indoor Positioning Data into Visual Mobility Semantics. Proc. VLDB Endow. 11 (12) (2018)
Huan Li, Hua Lu, Lidan Shou, Gang Chen, Ke Chen
In Search of Indoor Dense Regions: An Approach Using Indoor Positioning Data. IEEE Trans. Knowl. Data Eng. 30 (8) (2018)
Li Sun, Ke Chen, Mingli Song, Dacheng Tao, Gang Chen, Chun Chen
Robust, Efficient Depth Reconstruction With Hierarchical Confidence-Based Matching. IEEE Trans. Image Process. 26 (7) (2017)
Zhifei Pang, Sai Wu, Gang Chen, Ke Chen, Lidan Shou
FlashView: An Interactive Visual Explorer for Raw Data. Proc. VLDB Endow. 10 (12) (2017)
Xinyuan Luo, Ke Chen, Guifeng Pang, Lidan Shou, Gang Chen
Visible Nearest Neighbor Search for Objects Moving on Consecutive Trajectories. ISPA/IUCC (2017)
Sai Wu, Mengdan Zhang, Gang Chen, Ke Chen
A New Approach to Compute CNNs for Extremely Large Images. CIKM (2017)
Xiaoling Gu, Sai Wu, Pai Peng, Lidan Shou, Ke Chen, Gang Chen
CSIR4G: An effective and efficient cross-scenario image retrieval model for glasses. Inf. Sci. 417 (2017)
Xiaoling Gu, Lidan Shou, Pai Peng, Ke Chen, Sai Wu, Gang Chen
iGlasses: A Novel Recommendation System for Best-fit Glasses. SIGIR (2016)
Pai Peng, Lidan Shou, Ke Chen, Gang Chen, Sai Wu
KISS: Knowing Camera Prototype System for Recognizing and Annotating Places-of-Interest. IEEE Trans. Knowl. Data Eng. 28 (4) (2016)
Zhu Zhu, Lidan Shou, Ke Chen
Get into the spirit of a location by mining user-generated travelogues. Neurocomputing 204 (2016)
Xinhui Song, Ke Chen, Jie Lei, Li Sun, Zhiyuan Wang, Lei Xie, Mingli Song
Category driven deep recurrent neural network for video summarization. ICME Workshops (2016)
Huan Li, Hua Lu, Xin Chen, Gang Chen, Ke Chen, Lidan Shou
Vita: A Versatile Toolkit for Generating Indoor Mobility Data for Real-World Buildings. Proc. VLDB Endow. 9 (13) (2016)
Zhenhua Wang, Lidan Shou, Ke Chen, Gang Chen, Sharad Mehrotra
On Summarization and Timeline Generation for Evolutionary Tweet Streams. IEEE Trans. Knowl. Data Eng. 27 (5) (2015)
Sai Wu, Gang Chen, Ke Chen, Feng Li, Lidan Shou
HM: A Column-Oriented MapReduce System on Hybrid Storage. IEEE Trans. Knowl. Data Eng. 27 (12) (2015)
Zhenhua Wang, Ping He, Lidan Shou, Ke Chen, Sai Wu, Gang Chen
Toward the New Item Problem: Context-Enhanced Event Recommendation in Event-Based Social Networks. ECIR (2015)
Huan Li, Pai Peng, Hua Lu, Lidan Shou, Ke Chen, Gang Chen
: efficient and effective camera calibration in indoor environments. UbiComp/ISWC Adjunct (2015)
Yongluan Zhou, Lidan Shou, Xuan Shang, Ke Chen
Dissemination of anonymized streaming data. DEBS (2015)
Pai Peng, Hongxiang Chen, Lidan Shou, Ke Chen, Gang Chen, Chang Xu
DeepCamera: A Unified Framework for Recognizing Places-of-Interest based on Deep ConvNets. CIKM (2015)
Lidan Shou, He Bai, Ke Chen, Gang Chen
Supporting Privacy Protection in Personalized Web Search. IEEE Trans. Knowl. Data Eng. 26 (2) (2014)
Sai Wu, Gang Chen, Ke Chen, Lidan Shou, Hui Cao, He Bai
yzBigData: Provisioning Customizable Solution for Big Data. Proc. VLDB Endow. 7 (13) (2014)
Pai Peng, Lidan Shou, Ke Chen, Gang Chen, Sai Wu
The knowing camera 2: recognizing and annotating places-of-interest in smartphone photos. SIGIR (2014)
Lidan Shou, Zhenhua Wang, Ke Chen, Gang Chen
Sumblr: continuous summarization of evolving tweet streams. SIGIR (2013)
Lidan Shou, Kuang Mao, Xinyuan Luo, Ke Chen, Gang Chen, Tianlei Hu
Competence-based song recommendation. SIGIR (2013)
Lidan Shou, Xuan Shang, Ke Chen, Gang Chen, Chao Zhang
Supporting Pattern-Preserving Anonymization for Time-Series Data. IEEE Trans. Knowl. Data Eng. 25 (4) (2013)
Xianke Zhou, Ke Chen, Sai Wu, Bingbing Zhang
Crowd-answering system via microblogging. ICDE (2013)
Pai Peng, Lidan Shou, Ke Chen, Gang Chen, Sai Wu
The knowing camera: recognizing places-of-interest in smartphone photos. SIGIR (2013)
Lidan Shou, Xiaolong Zhang, Gang Chen, Yuan Gao, Ke Chen
MUD: Mapping-based query processing for high-dimensional uncertain data. Inf. Sci. 198 (2012)
Gang Chen, Ke Chen, Dawei Jiang, Beng Chin Ooi, Lei Shi, Hoang Tam Vo, Sai Wu
: an Elastic Execution Engine for Scalable Data Processing. Inf. Media Technol. 7 (1) (2012)
Ke Chen, Gang Chen, Lidan Shou, Fei Xia
Pictune: situational music recommendation from geotagged pictures. SIGIR (2012)
Yueguo Chen, Ke Chen, Mario A. Nascimento
Effective and Efficient Shape-Based Pattern Detection over Streaming Time Series. IEEE Trans. Knowl. Data Eng. 24 (2) (2012)
Chao Zhang, Lidan Shou, Ke Chen, Gang Chen, Yijun Bei
Evaluating geo-social influence in location-based social networks. CIKM (2012)
Gang Chen, Ke Chen, Dawei Jiang, Beng Chin Ooi, Lei Shi, Hoang Tam Vo, Sai Wu
E3: an Elastic Execution Engine for Scalable Data Processing. J. Inf. Process. 20 (1) (2012)
Kuang Mao, Xinyuan Luo, Ke Chen, Gang Chen, Lidan Shou
myDJ: recommending karaoke songs from one's own voice. SIGIR (2012)
Chao Zhang, Lidan Shou, Ke Chen, Gang Chen
See-to-retrieve: efficient processing of spatio-visual keyword queries. SIGIR (2012)
Xiaolong Zhang, Ke Chen, Lidan Shou, Gang Chen, Yuan Gao, Kian-Lee Tan
Efficient processing of probabilistic set-containment queries on uncertain set-valued data. Inf. Sci. 196 (2012)
Lidan Shou, Ke Chen, Gang Chen, Chao Zhang, Yi Ma, Xian Zhang
What-you-retrieve-is-what-you-see: a preliminary cyber-physical search engine. SIGIR (2011)
Gang Chen, Zujie Ren, Lidan Shou, Ke Chen, Yijun Bei
PISA: A framework for integrating uncooperative peers into P2P-based federated search. Comput. Commun. 34 (6) (2011)
Yuan Gao, Lidan Shou, Ke Chen, Gang Chen
Aggregate Farthest-Neighbor Queries over Spatial Data. DASFAA (2) (2011)
Gang Chen, He Bai, Lidan Shou, Ke Chen, Yunjun Gao
UPS: efficient privacy protection in personalized web search. SIGIR (2011)
Xuan Shang, Ke Chen, Lidan Shou, Gang Chen, Tianlei Hu
(k, P)-anonymity: towards pattern-preserving anonymity of time-series data. CIKM (2010)
Chang Xu, Lidan Shou, Gang Chen, Wei Hu, Tianlei Hu, Ke Chen
Towards Efficient Concurrent Scans on Flash Disks. DEXA (1) (2010)
Nan Chen, Lidan Shou, Gang Chen, Ke Chen, Yunjun Gao
-tree: A Self-tuning Index of Moving Objects. DASFAA (2) (2010)
Zujie Ren, Ke Chen, Lidan Shou, Gang Chen, Yijun Bei, Xiaoyan Li
HAPS: Supporting Effective and Efficient Full-Text P2P Search with Peer Dynamics. J. Comput. Sci. Technol. 25 (3) (2010)
Ke Chen, Kai Hwang, Gang Chen
Heuristic Discovery of Role-Based Trust Chains in Peer-to-Peer Networks. IEEE Trans. Parallel Distributed Syst. 20 (1) (2009)
Yueguo Chen, Gang Chen, Ke Chen, Beng Chin Ooi
Efficient Processing of Warping Time Series Join of Motion Capture Data. ICDE (2009)
Jinhua Jiang, Gang Chen, Lidan Shou, Ke Chen
Efficient Holistic Twig Join Algorithm on XML Documents with Optimization Rules and Index. CW (2008)
Jinhua Jiang, Gang Chen, Lidan Shou, Ke Chen
OTJFast: Processing Ordered XML Twig Join Fast. APSCC (2008)
Lihua Yu, Gang Chen, Ke Chen, Jinxiang Dong
Securely Sharing Data in Encrypted Databases. CSCWD (2006)
Gang Chen, Ke Chen, Jinxiang Dong
A Database Encryption Scheme for Enhanced Security and Easy Sharing. CSCWD (2006)
Ke Chen, Gang Chen, Tianlei Hu, Jinxiang Dong
Resilient Rights Protection for Product Data. CSCWD (2006)
Ke Chen, Gang Chen, Cheng Zang, Jinxiang Dong
A Fractal Watermark Solution for Product Data. CSCWD (Selected Papers) (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ke Chen