Yan Zhang

Orcid: 0000-0002-5336-7100

Affiliations:
  • National University of Singapore
  • Peking University, Department of Machine Intelligence, Beijing, China (former)


According to our database1, Yan Zhang authored at least 113 papers between 2004 and 2024.

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

Timeline

Legend:

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Bibliography

2024
Retrieval Augmented Instruction Tuning for Open NER with Large Language Models.
CoRR, 2024

Ladder: A Model-Agnostic Framework Boosting LLM-based Machine Translation to the Next Level.
CoRR, 2024

MoE-TinyMed: Mixture of Experts for Tiny Medical Large Vision-Language Models.
CoRR, 2024

Joint Visual and Text Prompting for Improved Object-Centric Perception with Multimodal Large Language Models.
CoRR, 2024

Self-Improving for Zero-Shot Named Entity Recognition with Large Language Models.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Short Papers, 2024

UNO-DST: Leveraging Unlabelled Data in Zero-Shot Dialogue State Tracking.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

DynaThink: Fast or Slow? A Dynamic Decision-Making Framework for Large Language Models.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Med-MoE: Mixture of Domain-Specific Experts for Lightweight Medical Vision-Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Raindrop Clarity: A Dual-Focused Dataset for Day and Night Raindrop Removal.
Proceedings of the Computer Vision - ECCV 2024, 2024

CrossTune: Black-Box Few-Shot Classification with Label Enhancement.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023
ELITE: An Intelligent Digital Twin-Based Hierarchical Routing Scheme for Softwarized Vehicular Networks.
IEEE Trans. Mob. Comput., September, 2023

Guest Editorial: Multi-Access Networking for Extended Reality and Metaverse.
IEEE Internet Things Mag., March, 2023

A Conversation is Worth A Thousand Recommendations: A Survey of Holistic Conversational Recommender Systems.
CoRR, 2023

Enhancing Black-Box Few-Shot Text Classification with Prompt-Based Data Augmentation.
CoRR, 2023

A Conversation is Worth A Thousand Recommendations: A Survey of Holistic Conversational Recommendation Systems.
Proceedings of the Fifth Knowledge-aware and Conversational Recommender Systems Workshop co-located with 17th ACM Conference on Recommender Systems (RecSys 2023), 2023

Local and Global Context Modeling with Relation Matching Task for Dialog Act Recognition.
Proceedings of the International Joint Conference on Neural Networks, 2023

How Well Do Text Embedding Models Understand Syntax?
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022
An Energy Balance Cluster Network Framework Based on SWIPT.
CoRR, 2022

Contrastive latent variable models for neural text generation.
Proceedings of the Uncertainty in Artificial Intelligence, 2022

Analyzing and Evaluating Faithfulness in Dialogue Summarization.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

IAM: A Comprehensive and Large-Scale Dataset for Integrated Argument Mining Tasks.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021
Revisiting Self-training for Few-shot Learning of Language Model.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

DynaEval: Unifying Turn and Dialogue Level Evaluation.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Bootstrapped Unsupervised Sentence Representation Learning.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
FOX: Fast Overlapping Community Detection Algorithm in Big Weighted Networks.
ACM Trans. Soc. Comput., 2020

Graph-based Regularization on Embedding Layers for Recommendation.
ACM Trans. Inf. Syst., 2020

An Unsupervised Sentence Embedding Method byMutual Information Maximization.
CoRR, 2020

Knowledge Graph Empowered Entity Description Generation.
CoRR, 2020

Node Conductance: A Scalable Node Centrality Measure on Big Networks.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

An Unsupervised Sentence Embedding Method by Mutual Information Maximization.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Lightweight, Dynamic Graph Convolutional Networks for AMR-to-Text Generation.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

ENT-DESC: Entity Description Generation by Exploring Knowledge Graph.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

NASE: : Learning Knowledge Graph Embedding for Link Prediction via Neural Architecture Search.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019
Densely Connected Graph Convolutional Networks for Graph-to-Sequence Learning.
Trans. Assoc. Comput. Linguistics, 2019

Compositional Network Embedding.
CoRR, 2019

Neural IR Meets Graph Embedding: A Ranking Model for Product Search.
Proceedings of the World Wide Web Conference, 2019

Compositional network embedding for link prediction.
Proceedings of the 13th ACM Conference on Recommender Systems, 2019

Attention Guided Graph Convolutional Networks for Relation Extraction.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
PUB: Product Recommendation with Users' Buying Intents on Microblogs.
Proceedings of the Web Information Systems Engineering - WISE 2018, 2018

Learning Product Embedding from Multi-relational User Behavior.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Structures or Texts? A Dynamic Gating Method for Expert Finding in CQA Services.
Proceedings of the Database Systems for Advanced Applications, 2018

A Semantic Role Mining and Learning Performance Prediction Method in MOOCs.
Proceedings of the Web and Big Data, 2018

COSINE: Community-Preserving Social Network Embedding From Information Diffusion Cascades.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Top-K Influential Nodes in Social Networks: A Game Perspective.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Hierarchical Community-Level Information Diffusion Modeling in Social Networks.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Hierarchical Mixed Neural Network for Joint Representation Learning of Social-Attribute Network.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

PNE: Label Embedding Enhanced Network Embedding.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

A Dual Attentive Neural Network Framework with Community Metadata for Answer Selection.
Proceedings of the Natural Language Processing and Chinese Computing, 2017

Mining E-commercial data: A text-rich heterogeneous network embedding approach.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

MOOCon: A Framework for Semi-supervised Concept Extraction from MOOC Content.
Proceedings of the Database Systems for Advanced Applications, 2017

RATE: Overcoming Noise and Sparsity of Textual Features in Real-Time Location Estimation.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Enhancing the Network Embedding Quality with Structural Similarity.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016
Efficient and Scalable Detection of Overlapping Communities in Big Networks.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Generating Semantic Concept Map for MOOCs.
Proceedings of the 9th International Conference on Educational Data Mining, 2016

Non-Linear Smoothed Transductive Network Embedding with Text Information.
Proceedings of The 8th Asian Conference on Machine Learning, 2016

2015
Mobile wearable communications [Guest Editorial].
IEEE Wirel. Commun., 2015

Adaptive Concept Resolution for document representation and its applications in text mining.
Knowl. Based Syst., 2015

News event summarization complemented by micropoints.
Proceedings of the 31st IEEE International Conference on Data Engineering Workshops, 2015

Influence Analysis by Heterogeneous Network in MOOC Forums: What can We Discover?
Proceedings of the 8th International Conference on Educational Data Mining, 2015

User Based Aggregation for Biterm Topic Model.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2014
Guest Editorial.
IEEE Internet Things J., 2014

Tailor knowledge graph for query understanding: linking intent topics by propagation.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

HBGSim: A structural similarity measurement over heterogeneous big graphs.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

Topic-Focused Summarization of News Events Based on Biased Snippet Extraction and Selection.
Proceedings of the Information Retrieval Technology, 2014

2013
A cross-media evolutionary timeline generation framework based on iterative recommendation.
Proceedings of the International Conference on Multimedia Retrieval, 2013

Summarizing Complex Events: a Cross-Modal Solution of Storylines Extraction and Reconstruction.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Towards an enhanced and adaptable ontology by distilling and assembling online encyclopedias.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

<i>HN</i>-<i>Sim</i>: A Structural Similarity Measure over Object-Behavior Networks.
Proceedings of the Advanced Data Mining and Applications, 9th International Conference, 2013

Small Is Powerful! Towards a Refinedly Enriched Ontology by Careful Pruning and Trimming.
Proceedings of the Advanced Data Mining and Applications, 9th International Conference, 2013

2012
Hierarchical Graph Summarization: Leveraging Hybrid Information through Visible and Invisible Linkage.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

To better stand on the shoulder of giants.
Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries, 2012

A picture paints a thousand words: a method of generating image-text timelines.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Serial position effects of clicking behavior on result pages returned by search engines.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Ranking news events by influence decay and information fusion for media and users.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Who Resemble You Better, Your Friends or Co-visited Users.
Proceedings of the Web Technologies and Applications - 14th Asia-Pacific Web Conference, 2012

Actively Mining Search Logs for Diverse Tags.
Proceedings of the Information Retrieval Technology, 2012

News Sentiment Analysis Based on Cross-Domain Sentiment Word Lists and Content Classifiers.
Proceedings of the Advanced Data Mining and Applications, 8th International Conference, 2012

2011
A finegrained digestion of news webpages through Event Snippet Extraction.
Proceedings of the 20th International Conference on World Wide Web, 2011

Mining Event Temporal Boundaries from News Corpora through Evolution Phase Discovery.
Proceedings of the Web-Age Information Management - 12th International Conference, 2011

Evolutionary timeline summarization: a balanced optimization framework via iterative substitution.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Ontology enhancement and concept granularity learning: keeping yourself current and adaptive.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

CDW: A text clustering model for diverse versions discovery.
Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011

Re-ranking search results using semantic similarity.
Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011

Timeline Generation through Evolutionary Trans-Temporal Summarization.
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

DVD: A Model for Event Diversified Versions Discovery.
Proceedings of the Web Technologies and Applications - 13th Asia-Pacific Web Conference, 2011

CCE: A Chinese Concept Encyclopedia Incorporating the Expert-Edited Chinese Concept Dictionary with Online Cyclopedias.
Proceedings of the Advanced Data Mining and Applications - 7th International Conference, 2011

2010
Recent advances in wireless communications and networks.
Wirel. Commun. Mob. Comput., 2010

Enriching the Contents of Enterprises' Wiki Systems with Web Information.
Proceedings of the Web-Age Information Management, 2010

Detecting Comment Spam through Content Analysis.
Proceedings of the Web-Age Information Management, 2010

Learning ontology resolution for document representation and its applications in text mining.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Event Recognition from News Webpages through Latent Ingredients Extraction.
Proceedings of the Information Retrieval Technology, 2010

2009
Chinese Web Comments Clustering Analysis with a Two-phase Method.
Proceedings of the Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009

Exploiting bidirectional links: making spamming detection easier.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

MagicCube: choosing the best snippet for each aspect of an entity.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Describing Web Topics Meticulously through Word Graph Analysis.
Proceedings of the Ninth IEEE International Conference on Computer and Information Technology, 2009

Web Forum Sentiment Analysis Based on Topics.
Proceedings of the Ninth IEEE International Conference on Computer and Information Technology, 2009

2008
Larger is better: seed selection in link-based anti-spamming algorithms.
Proceedings of the 17th International Conference on World Wide Web, 2008

Weighting Links Using Lexical and Positional Analysis in Web Ranking.
Proceedings of the Ninth International Conference on Web-Age Information Management, 2008

Primary content extraction with Mountain Model.
Proceedings of 8th IEEE International Conference on Computer and Information Technology, 2008

2007
Efficient Execution of Multiple Queries on Deep Memory Hierarchy.
J. Comput. Sci. Technol., 2007

Promotional Ranking of Search Engine Results: Giving New Web Pages a Chance to Prove Their Values.
Proceedings of the Advances in Data and Web Management, 2007

LET: Towards More Precise Clustering of Search Results.
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007

Worrisome Rich-Get-Richer? Not the True Story!
Proceedings of the Seventh International Conference on Computer and Information Technology (CIT 2007), 2007

SiteRank-Based Crawling Ordering Strategy for Search Engines.
Proceedings of the Seventh International Conference on Computer and Information Technology (CIT 2007), 2007

2006
MiniTasking: Improving Cache Performance for Multiple Query Workloads.
Proceedings of the Advances in Web-Age Information Management, 2006

Exploring both Content and Link Quality for Anti-Spamming.
Proceedings of the Sixth International Conference on Computer and Information Technology (CIT 2006), 2006

XRank: Learning More fromWeb User Behaviors.
Proceedings of the Sixth International Conference on Computer and Information Technology (CIT 2006), 2006

2005
State Transfer Graph: An Efficient Tool for Webview Maintenance.
Proceedings of the Advances in Web-Age Information Management, 2005

Empirical evaluation of multi-level buffer cache collaboration for storage systems.
Proceedings of the International Conference on Measurements and Modeling of Computer Systems, 2005

Effectively Maintaining Single View Consistency in Web Warehouses.
Proceedings of the Fifth International Conference on Computer and Information Technology (CIT 2005), 2005

Effectively Maintaining Multiple View Consistency in Web Warehouses.
Proceedings of the Fifth International Conference on Computer and Information Technology (CIT 2005), 2005

2004
Efficient View Maintenance in a Large-Scale Web Warehouse.
Proceedings of the 2004 International Conference on Computer and Information Technology (CIT 2004), 2004


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