Lidan Shou

Orcid: 0000-0001-8062-8356

According to our database1, Lidan Shou authored at least 148 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Correction to: "Refiner: a reliable and efficient incentive-driven federated learning system powered by blockchain".
VLDB J., September, 2024

FL-GUARD: A Holistic Framework for Run-Time Detection and Recovery of Negative Federated Learning.
Data Sci. Eng., June, 2024

Refiner: a reliable and efficient incentive-driven federated learning system powered by blockchain.
VLDB J., May, 2024

Learning Label-Adaptive Representation for Large-Scale Multi-Label Text Classification.
IEEE ACM Trans. Audio Speech Lang. Process., 2024

Editorial: Rising stars in data mining and management 2022.
Frontiers Big Data, 2024

KcMF: A Knowledge-compliant Framework for Schema and Entity Matching with Fine-tuning-free LLMs.
CoRR, 2024

Tabular Data Augmentation for Machine Learning: Progress and Prospects of Embracing Generative AI.
CoRR, 2024

Enumeration of Billions of Maximal Bicliques in Bipartite Graphs without Using GPUs.
Proceedings of the International Conference for High Performance Computing, 2024

A GAN based Video Summarization Method with Representation Loss.
Proceedings of the 2024 International Conference on Multimedia Retrieval, 2024

BoKA: Bayesian Optimization based Knowledge Amalgamation for Multi-unknown-domain Text Classification.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

CoMAL: Contrastive Active Learning for Multi-Label Text Classification.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Preventing the Popular Item Embedding Based Attack in Federated Recommendations.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

BushStore: Efficient B+Tree Group Indexing for LSM-Tree in Non-Volatile Memory.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

MCF-KV: Multi-Cuckoo-Filter Index based Key-Value Store with Persistent Memory.
Proceedings of the Proceedings 27th International Conference on Extending Database Technology, 2024

Draft& Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

CARAT: Contrastive Feature Reconstruction and Aggregation for Multi-Modal Multi-Label Emotion Recognition.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Variational Hybrid-Attention Framework for Multi-Label Few-Shot Aspect Category Detection.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
HOME: A Holistic GPU Memory Management Framework for Deep Learning.
IEEE Trans. Computers, March, 2023

AQUA: Automatic Collaborative Query Processing in Analytical Database.
Proc. VLDB Endow., 2023

SMILE: A Cost-Effective System for Serving Massive Pretrained Language Models in The Cloud.
Proceedings of the Companion of the 2023 International Conference on Management of Data, 2023

FedBFPT: An Efficient Federated Learning Framework for Bert Further Pre-training.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

An Unsupervised Video Summarization Method Based on Multimodal Representation.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2023

TPUF: Enhancing Cross-domain Sequential Recommendation via Transferring Pre-trained User Features.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Effective Continual Learning for Text Classification with Lightweight Snapshots.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
A Stack-Centric Processing Model for Iterative Processing.
IEEE Trans. Big Data, 2022

Arm: Efficient Learning of Neural Retrieval Models with Desired Accuracy by Automatic Knowledge Amalgamation.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Continual Federated Learning Based on Knowledge Distillation.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

IKAROS: An Indoor Keyword-Aware Routing System.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

SkipBERT: Efficient Inference with Shallow Layer Skipping.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021
Refiner: A Reliable Incentive-Driven Federated Learning System Powered by Blockchain.
Proc. VLDB Endow., 2021

Towards Crowd-aware Indoor Path Planning.
Proc. VLDB Endow., 2021

Towards Crowd-aware Indoor Path Planning (Extended Version).
CoRR, 2021

Zeus: Improving Resource Efficiency via Workload Colocation for Massive Kubernetes Clusters.
IEEE Access, 2021

Defending Privacy Against More Knowledgeable Membership Inference Attackers.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Indoor Spatial Queries: Modeling, Indexing, and Processing.
Proceedings of the 24th International Conference on Extending Database Technology, 2021

An Interactive NL2SQL Approach with Reuse Strategy.
Proceedings of the Database Systems for Advanced Applications, 2021

Learning to Label with Active Learning and Reinforcement Learning.
Proceedings of the Database Systems for Advanced Applications, 2021

Effective Slot Filling via Weakly-Supervised Dual-Model Learning.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Toward Translating Raw Indoor Positioning Data into Mobility Semantics.
Trans. Data Sci., 2020

A two-phase approach for unexpected pattern mining.
Expert Syst. Appl., 2020

LINDT: Tackling Negative Federated Learning with Local Adaptation.
CoRR, 2020

An Experimental Analysis of Indoor Spatial Queries: Modeling, Indexing, and Processing.
CoRR, 2020

Indoor Top-k Keyword-aware Routing Query.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Indoor Mobility Semantics Annotation Using Coupled Conditional Markov Networks.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Pyramid: A Layered Model for Nested Named Entity Recognition.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019
Multi-Modal and Multi-Domain Embedding Learning for Fashion Retrieval and Analysis.
IEEE Trans. Multim., 2019

Finding Most Popular Indoor Semantic Locations Using Uncertain Mobility Data.
IEEE Trans. Knowl. Data Eng., 2019

DPTree: Differential Indexing for Persistent Memory.
Proc. VLDB Endow., 2019

One net to rule them all: efficient recognition and retrieval of POI from geo-tagged photos.
Multim. Tools Appl., 2019

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, 2019

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, 2019

Semi-Supervised Few-Shot Learning for Dual Question-Answer Extraction.
CoRR, 2019

EXACT: Attributed Entity Extraction By Annotating Texts.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

2018
SLADE: A Smart Large-Scale Task Decomposer in Crowdsourcing.
IEEE Trans. Knowl. Data Eng., 2018

In Search of Indoor Dense Regions: An Approach Using Indoor Positioning Data.
IEEE Trans. Knowl. Data Eng., 2018

TRIPS: A System for Translating Raw Indoor Positioning Data into Visual Mobility Semantics.
Proc. VLDB Endow., 2018

An Optimized Iterative Semantic Compression Algorithm And Parallel Processing for Large Scale Data.
KSII Trans. Internet Inf. Syst., 2018

DIM: a distributed air index based on MapReduce for spatial query processing in road networks.
EURASIP J. Wirel. Commun. Netw., 2018

2017
FlashView: An Interactive Visual Explorer for Raw Data.
Proc. VLDB Endow., 2017

CSIR4G: An effective and efficient cross-scenario image retrieval model for glasses.
Inf. Sci., 2017

Tuning the granularity of parallelism for distributed graph processing.
Distributed Parallel Databases, 2017

Understanding Fashion Trends from Street Photos via Neighbor-Constrained Embedding Learning.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Visible Nearest Neighbor Search for Objects Moving on Consecutive Trajectories.
Proceedings of the 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), 2017

2016
KISS: Knowing Camera Prototype System for Recognizing and Annotating Places-of-Interest.
IEEE Trans. Knowl. Data Eng., 2016

Vita: A Versatile Toolkit for Generating Indoor Mobility Data for Real-World Buildings.
Proc. VLDB Endow., 2016

Get into the spirit of a location by mining user-generated travelogues.
Neurocomputing, 2016

iGlasses: A Novel Recommendation System for Best-fit Glasses.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

2015
Competence-Based Song Recommendation: Matching Songs to One's Singing Skill.
IEEE Trans. Multim., 2015

INSPIRE: A Framework for Incremental Spatial Prefix Query Relaxation.
IEEE Trans. Knowl. Data Eng., 2015

HM: A Column-Oriented MapReduce System on Hybrid Storage.
IEEE Trans. Knowl. Data Eng., 2015

On Summarization and Timeline Generation for Evolutionary Tweet Streams.
IEEE Trans. Knowl. Data Eng., 2015

PROM: Efficient matching query processing on high-dimensional data.
Inf. Sci., 2015

Cross-Scenario Eyeglasses Retrieval via EGYPT Model.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

E<sup>2</sup>C<sup>2</sup>: efficient and effective camera calibration in indoor environments.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, 2015

Toward the New Item Problem: Context-Enhanced Event Recommendation in Event-Based Social Networks.
Proceedings of the Advances in Information Retrieval, 2015

Dissemination of anonymized streaming data.
Proceedings of the 9th ACM International Conference on Distributed Event-Based Systems, 2015

DeepCamera: A Unified Framework for Recognizing Places-of-Interest based on Deep ConvNets.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014
Supporting Privacy Protection in Personalized Web Search.
IEEE Trans. Knowl. Data Eng., 2014

MESA: A Map Service to Support Fuzzy Type-ahead Search over Geo-Textual Data.
Proc. VLDB Endow., 2014

Splitter: Mining Fine-Grained Sequential Patterns in Semantic Trajectories.
Proc. VLDB Endow., 2014

yzBigData: Provisioning Customizable Solution for Big Data.
Proc. VLDB Endow., 2014

Front Matter.
Proc. VLDB Endow., 2014

kNN processing with co-space distance in SoLoMo systems.
Expert Syst. Appl., 2014

The knowing camera 2: recognizing and annotating places-of-interest in smartphone photos.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Song Recommendation for Social Singing Community.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Sequence Pattern Matching over Time-Series Data with Temporal Uncertainty.
Proceedings of the 17th International Conference on Extending Database Technology, 2014

2013
Supporting Pattern-Preserving Anonymization for Time-Series Data.
IEEE Trans. Knowl. Data Eng., 2013

KSQ: Top-(k) Similarity Query on Uncertain Trajectories.
IEEE Trans. Knowl. Data Eng., 2013

Supporting Efficient Social Media Search in Cyber-Physical Web.
IEEE Data Eng. Bull., 2013

Sumblr: continuous summarization of evolving tweet streams.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Competence-based song recommendation.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

The knowing camera: recognizing places-of-interest in smartphone photos.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

A generic framework for cyber-physical web.
Proceedings of the First International Workshop on Middleware for Cloud-enabled Sensing, 2013

An efficient and compact indexing scheme for large-scale data store.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

2012
PRISMO: predictive skyline query processing over moving objects.
J. Zhejiang Univ. Sci. C, 2012

Efficient processing of probabilistic set-containment queries on uncertain set-valued data.
Inf. Sci., 2012

MUD: Mapping-based query processing for high-dimensional uncertain data.
Inf. Sci., 2012

See-to-retrieve: efficient processing of spatio-visual keyword queries.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

myDJ: recommending karaoke songs from one's own voice.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Pictune: situational music recommendation from geotagged pictures.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Evaluating geo-social influence in location-based social networks.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
Exploiting community feedback for information retrieval in DHT networks.
Peer-to-Peer Netw. Appl., 2011

Index and retrieve the skyline based on dominance relationship.
J. Zhejiang Univ. Sci. C, 2011

Supporting multi-dimensional queries in mobile P2P network.
Inf. Sci., 2011

PISA: A framework for integrating uncooperative peers into P2P-based federated search.
Comput. Commun., 2011

Top-<i>k</i> Similarity Search on Uncertain Trajectories.
Proceedings of the Scientific and Statistical Database Management, 2011

Location disambiguation for geo-tagged images.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

What-you-retrieve-is-what-you-see: a preliminary cyber-physical search engine.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

UPS: efficient privacy protection in personalized web search.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Aggregate Farthest-Neighbor Queries over Spatial Data.
Proceedings of the Database Systems for Advanced Applications, 2011

Matching query processing in high-dimensional space.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
HAPS: Supporting Effective and Efficient Full-Text P2P Search with Peer Dynamics.
J. Comput. Sci. Technol., 2010

Towards Efficient Concurrent Scans on Flash Disks.
Proceedings of the Database and Expert Systems Applications, 21st International Conference, 2010

iDISQUE: Tuning High-Dimensional Similarity Queries in DHT Networks.
Proceedings of the Database Systems for Advanced Applications, 2010

Update Migration: An Efficient B+ Tree for Flash Storage.
Proceedings of the Database Systems for Advanced Applications, 2010

B<sup><i>s</i></sup>-tree: A Self-tuning Index of Moving Objects.
Proceedings of the Database Systems for Advanced Applications, 2010

Attribute Outlier Detection over Data Streams.
Proceedings of the Database Systems for Advanced Applications, 2010

(k, P)-anonymity: towards pattern-preserving anonymity of time-series data.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009
Bottom-up discovery of frequent rooted unordered subtrees.
Inf. Sci., 2009

PISA: Federated Search in P2P Networks with Uncooperative Peers.
Proceedings of the Database and Expert Systems Applications, 20th International Conference, 2009

Predictive Skyline Queries for Moving Objects.
Proceedings of the Database Systems for Advanced Applications, 2009

Cluster based rank query over multidimensional data streams.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008
Modeling Image Data for Effective Indexing and Retrieval in Large General Image Databases.
IEEE Trans. Knowl. Data Eng., 2008

Adaptive Indexing of Moving Objects with Highly Variable Update Frequencies.
J. Comput. Sci. Technol., 2008

Pivotbrowser: a tag-space image searching prototype.
Proceedings of the 17th International Conference on World Wide Web, 2008

CYBER: A CommunitY-Based sEaRch engine.
Proceedings of the Proceedings P2P'08, 2008

Query Triggered Crawling Strategy: Build a Time Sensitive Vertical Search Engine.
Proceedings of the International Conference on Cyberworlds 2008, 2008

Efficient Holistic Twig Join Algorithm on XML Documents with Optimization Rules and Index.
Proceedings of the International Conference on Cyberworlds 2008, 2008

OTJFast: Processing Ordered XML Twig Join Fast.
Proceedings of the 3rd IEEE Asia-Pacific Services Computing Conference, 2008

2007
F-Code: An Optimized MDS Array Code.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues, 2007

A Detection Method of Radar Signal by Wavelet Transforms.
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007

MIME: A Dynamic Index Scheme for Multi-dimensional Query in Mobile P2P Networks.
Proceedings of the Advances in Databases: Concepts, 2007

An Image-Semantic Ontological Framework for Large Image Databases.
Proceedings of the Advances in Databases: Concepts, 2007

2006
A Latent Image Semantic Indexing Scheme for Image Retrieval on the Web.
Proceedings of the Web Information Systems, 2006

Classifying E-Mails Via Support Vector Machine.
Proceedings of the Advances in Web-Age Information Management, 2006

HISA: A Query System Bridging The Semantic Gap For Large Image Databases.
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

Optimizing Fault-Tolerant System Using Post Priori Method.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications & Conference on Real-Time Computing Systems and Applications, 2006

Classifying Motion Time Series Using Neural Networks.
Proceedings of the Advances in Multimedia Information Processing, 2006

Improving the Intelligent Prediction Model for Macro-economy.
Proceedings of the Intelligent Computing, 2006

A Web-based Framework For On-line Collaborative Learning.
Proceedings of the 10th International Conference on CSCW in Design, 2006

2004
The Hierarchical Degree-of-Visibility Tree.
IEEE Trans. Knowl. Data Eng., 2004

2003
Supporting Real-time Visualization With The HDoV Tree.
Proceedings of the 2003 ACM Symposium on Applied Computing (SAC), 2003

HDoV-tree: The Structure, The Storage, The Speed.
Proceedings of the 19th International Conference on Data Engineering, 2003

Performance guaranteed rendering using the HDoV tree.
Proceedings of the 1st International Conference on Computer Graphics and Interactive Techniques in Australasia and Southeast Asia 2003, 2003

2002
Balancing Fidelity and Performance in Virtual Walkthrough.
Proceedings of the Visual and Multimedia Information Management, 2002

2001
Walking Through a Very Large Virtual Environment in Real-time.
Proceedings of the VLDB 2001, 2001

REVIEW: A Real Time Virtual Walkthrough System.
Proceedings of the 2001 ACM SIGMOD international conference on Management of data, 2001

Managing Gigabyte Virtual EnvironmentWalkthrough.
Proceedings of the 22nd Annual Conference of the European Association for Computer Graphics, 2001


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