Bin Xu

Orcid: 0000-0003-3040-4391

Affiliations:
  • Tsinghua University, Beijing, China


According to our database1, Bin Xu authored at least 115 papers between 2005 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Does Negative Sampling Matter? a Review With Insights Into its Theory and Applications.
IEEE Trans. Pattern Anal. Mach. Intell., August, 2024

VisScience: An Extensive Benchmark for Evaluating K12 Educational Multi-modal Scientific Reasoning.
CoRR, 2024

MathGLM-Vision: Solving Mathematical Problems with Multi-Modal Large Language Model.
CoRR, 2024

CogVLM2: Visual Language Models for Image and Video Understanding.
CoRR, 2024

CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer.
CoRR, 2024

LLMAEL: Large Language Models are Good Context Augmenters for Entity Linking.
CoRR, 2024

ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools.
CoRR, 2024

LVBench: An Extreme Long Video Understanding Benchmark.
CoRR, 2024

CogCoM: Train Large Vision-Language Models Diving into Details through Chain of Manipulations.
CoRR, 2024


ADELIE: Aligning Large Language Models on Information Extraction.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

DocEE-zh: A Fine-grained Benchmark for Chinese Document-level Event Extraction.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

MAVEN-FACT: A Large-scale Event Factuality Detection Dataset.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023
Region or Global? A Principle for Negative Sampling in Graph-Based Recommendation.
IEEE Trans. Knowl. Data Eng., June, 2023

CogAgent: A Visual Language Model for GUI Agents.
CoRR, 2023

When does In-context Learning Fall Short and Why? A Study on Specification-Heavy Tasks.
CoRR, 2023

CogVLM: Visual Expert for Pretrained Language Models.
CoRR, 2023

Mastering the Task of Open Information Extraction with Large Language Models and Consistent Reasoning Environment.
CoRR, 2023

BiLL-VTG: Bridging Large Language Models and Lightweight Visual Tools for Video-based Texts Generation.
CoRR, 2023

Preserving Knowledge Invariance: Rethinking Robustness Evaluation of Open Information Extraction.
CoRR, 2023

GOAL: A Challenging Knowledge-grounded Video Captioning Benchmark for Real-time Soccer Commentary Generation.
CoRR, 2023

ViLTA: Enhancing Vision-Language Pre-training through Textual Augmentation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

GOAL: A Challenging Knowledge-grounded Video Captioning Benchmark for Real-time Soccer Commentary Generation.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Exploring the Effectiveness of Student Behavior in Prerequisite Relation Discovery for Concepts.
Proceedings of the Web and Big Data - 7th International Joint Conference, 2023

2022
EDUKG: a Heterogeneous Sustainable K-12 Educational Knowledge Graph.
CoRR, 2022

ConstGCN: Constrained Transmission-based Graph Convolutional Networks for Document-level Relation Extraction.
CoRR, 2022

STAM: A Spatiotemporal Aggregation Method for Graph Neural Network-based Recommendation.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event Extraction.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Syntactically Robust Training on Partially-Observed Data for Open Information Extraction.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021
OpenQA: Hybrid QA System Relying on Structured Knowledge Base as well as Non-structured Data.
CoRR, 2021

Improving Low-resource Reading Comprehension via Cross-lingual Transposition Rethinking.
CoRR, 2021

A Multilingual Modeling Method for Span-Extraction Reading Comprehension.
CoRR, 2021

Deep Gaussian Mixture Model on Multiple Interpretable Features of Fetal Heart Rate for Pregnancy Wellness.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

Improving Low resource Reading Comprehension via Cross lingual Transposition Rethinking.
Proceedings of the IJCKG'21: The 10th International Joint Conference on Knowledge Graphs, Virtual Event, Thailand, December 6, 2021

Learning Behavior-Aware Cognitive Diagnosis for Online Education Systems.
Proceedings of the Data Science, 2021

MOOCCubeX: A Large Knowledge-centered Repository for Adaptive Learning in MOOCs.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

PatentMiner: Patent Vacancy Mining via Context-Enhanced and Knowledge-Guided Graph Attention.
Proceedings of the Knowledge Graph and Semantic Computing: Knowledge Graph Empowers New Infrastructure Construction, 2021

Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
A Patch-to-Pixel Convolutional Neural Network for Small Ship Detection With PolSAR Images.
IEEE Trans. Geosci. Remote. Sens., 2020

Monotonic alignments for summarization.
Knowl. Based Syst., 2020

Improving Low-Resource Chinese Event Detection with Multi-task Learning.
Proceedings of the Knowledge Science, Engineering and Management, 2020

Improving Event Detection via Open-domain Trigger Knowledge.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Image Enhanced Event Detection in News Articles.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Empirical study on character level neural network classifier for Chinese text.
Eng. Appl. Artif. Intell., 2019

Leveraging Multi-head Attention Mechanism to Improve Event Detection.
Proceedings of the Chinese Computational Linguistics - 18th China National Conference, 2019

2018
Summary++: Summarizing Chinese News Articles with Attention.
Proceedings of the Natural Language Processing and Chinese Computing, 2018

Main Point Generator: Summarizing with a Focus.
Proceedings of the Database Systems for Advanced Applications, 2018

2017
Ship Detection in Polarimetric SAR Images via Variational Bayesian Inference.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Urban Trace Utilizing Mobile Sequence.
Proceedings of the Data Science, 2017

2016
Polarimetric SAR Image Filtering Based on Patch Ordering and Simultaneous Sparse Coding.
IEEE Trans. Geosci. Remote. Sens., 2016

An Improved Attributed Scattering Model Optimized by Incremental Sparse Bayesian Learning.
IEEE Trans. Geosci. Remote. Sens., 2016

SAR Target Recognition via Supervised Discriminative Dictionary Learning and Sparse Representation of the SAR-HOG Feature.
Remote. Sens., 2016

Ship Detection in SAR Imagery via Variational Bayesian Inference.
IEEE Geosci. Remote. Sens. Lett., 2016

Polarimetric Inverse Scattering via Incremental Sparse Bayesian Multitask Learning.
IEEE Geosci. Remote. Sens. Lett., 2016

Ship detection in polarimetric Sar images using targets' sparse property.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Deep Convolutional Neural Networks for Classifying Body Constitution.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

Definition Extraction with LSTM Recurrent Neural Networks.
Proceedings of the Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 2016

2015
Patch Ordering-Based SAR Image Despeckling Via Transform-Domain Filtering.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

A Steady-State Kalman Predictor-Based Filtering Strategy for Non-Overlapping Sub-Band Spectral Estimation.
Sensors, 2015

Multi-Frequency Polarimetric SAR Classification Based on Riemannian Manifold and Simultaneous Sparse Representation.
Remote. Sens., 2015

An Iterative SAR Image Filtering Method Using Nonlocal Sparse Model.
IEEE Geosci. Remote. Sens. Lett., 2015

Time-activity pattern observatory from mobile web logs.
Int. J. Embed. Syst., 2015

Recommending a Credible Web Service.
Proceedings of the 2015 IEEE International Conference on Web Services, 2015

Parallel Accurate Localization from Cellular Network.
Proceedings of the Big Data Computing and Communications - First International Conference, 2015

2014
Decomposition of the Kennaugh Matrix Based on a New Norm.
IEEE Geosci. Remote. Sens. Lett., 2014

Unsupervised Speckle Level Estimation of SAR Images Using Texture Analysis and AR Model.
IEICE Trans. Commun., 2014

Infer Daily Mood Using Mobile Phone Sensing.
Ad Hoc Sens. Wirel. Networks, 2014

Active learning for networked data based on non-progressive diffusion model.
Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

Mobile Web User Behavior Modeling.
Proceedings of the Web Information Systems Engineering - WISE 2014, 2014

Mobile Phone Recommendation Based on Phone Interest.
Proceedings of the Web Information Systems Engineering - WISE 2014, 2014

Ontology Based Suggestion Distribution System.
Proceedings of the Semantic Technology - 4th Joint International Conference, 2014

Measuring Credit of Web Service.
Proceedings of the 2014 IEEE International Conference on Web Services, 2014

2013
High-Accuracy TDOA-Based Localization without Time Synchronization.
IEEE Trans. Parallel Distributed Syst., 2013

Guest editorial notes for selected papers from ICEBE 2011.
Serv. Oriented Comput. Appl., 2013

A Survey of Social-Based Routing in Delay Tolerant Networks: Positive and Negative Social Effects.
IEEE Commun. Surv. Tutorials, 2013

Constructing City Ontology from Expert for Smart City Management.
Proceedings of the Semantic Technology - Third Joint International Conference, 2013

Cost-Effective Activity Recognition on Mobile Devices.
Proceedings of the 8th International Conference on Body Area Networks, 2013

Can You Form Healthy Habit? Predicting Habit Forming States through Mobile Phone.
Proceedings of the 8th International Conference on Body Area Networks, 2013

2012
Towards efficiency of QoS-driven semantic web service composition for large-scale service-oriented systems.
Serv. Oriented Comput. Appl., 2012

Link Characteristics Measuring in 2.4 GHz Body Area Sensor Networks.
Int. J. Distributed Sens. Networks, 2012

Accurate cirrhosis identification with wrist-pulse data for mobile healthcare.
Proceedings of the Second ACM Workshop on Mobile Systems, 2012

L2P2: Location-aware location privacy protection for location-based services.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

Towards Multimodal Query in Web Service Search.
Proceedings of the 2012 IEEE 19th International Conference on Web Services, 2012

Daily Mood Assessment Based on Mobile Phone Sensing.
Proceedings of the 2012 Ninth International Conference on Wearable and Implantable Body Sensor Networks, 2012

Fuzzy feature for traditional Chinese medical pulse data.
Proceedings of the 7th International Conference on Body Area Networks, 2012

Will you have a good sleep tonight?: sleep quality prediction with mobile phone.
Proceedings of the 7th International Conference on Body Area Networks, 2012

Efficient Composition of Semantic Web Services with End-to-End QoS Optimization.
Proceedings of the Semantic Web Services, Advancement through Evaluation, 2012

2011
Distributed Multi-Actuator Control for Workload Balancing in Wireless Sensor and Actuator Networks.
IEEE Trans. Autom. Control., 2011

DRAG: A Priority-Guaranteed Routing for Sensor Networks with Low Duty Cycles.
Ad Hoc Sens. Wirel. Networks, 2011

AD-Sense: activity-driven sensing for mobile devices.
Proceedings of the 9th International Conference on Embedded Networked Sensor Systems, 2011

Activity-aware heart sensing in mobile healthcare.
Proceedings of the First ACM Workshop on Mobile Systems, 2011

Topology Control for Time-Evolving and Predictable Delay-Tolerant Networks.
Proceedings of the IEEE 8th International Conference on Mobile Adhoc and Sensor Systems, 2011

iWeb: A Service-Oriented Web Application Framework with Service Selection over QoS and Context.
Proceedings of the IEEE 8th International Conference on e-Business Engineering, 2011

Whistle: Synchronization-Free TDOA for Localization.
Proceedings of the 2011 International Conference on Distributed Computing Systems, 2011

Building Linked Open University Data: Tsinghua University Open Data as a Showcase.
Proceedings of the Semantic Web - Joint International Semantic Technology Conference, 2011

2010
Service Data Correlation Modeling and Its Application in Data-Driven Service Composition.
IEEE Trans. Serv. Comput., 2010

The design and implementation of service process reconfiguration with end-to-end QoS constraints in SOA.
Serv. Oriented Comput. Appl., 2010

Dynamic Routing Algorithm for Priority Guarantee in Low Duty-Cycled Wireless Sensor Networks.
Proceedings of the Wireless Algorithms, 2010

An accumulated-QoS-first search approach for semantic web service composition.
Proceedings of the IEEE International Conference on Service-Oriented Computing and Applications, 2010

Compose Real Web Services with Context.
Proceedings of the IEEE International Conference on Web Services, 2010

2009
A QoS-Driven Approach for Semantic Service Composition.
Proceedings of the 2009 IEEE Conference on Commerce and Enterprise Computing, 2009

An efficient QoS-driven service compositon approach for large-scale service oriented systems.
Proceedings of the IEEE International Conference on Service-Oriented Computing and Applications, 2009

tk-coverage: Time-Based K-Coverage for Energy Efficient Monitoring.
Proceedings of the 15th IEEE International Conference on Parallel and Distributed Systems, 2009

2008
PAS: Prediction-based Adaptive Sleeping for Diffusion Stimulus Monitoring Sensor Networks.
Ad Hoc Sens. Wirel. Networks, 2008

Automatic Service Composition Using AND/OR Graph.
Proceedings of the 10th IEEE International Conference on E-Commerce Technology (CEC 2008) / 5th IEEE International Conference on Enterprise Computing, 2008

Automatic Service Composition Based on Enhanced Service Dependency Graph.
Proceedings of the 2008 IEEE International Conference on Web Services (ICWS 2008), 2008

2007
Inheritance-Aware Document-Driven Service Composition.
Proceedings of the 9th IEEE International Conference on E-Commerce Technology (CEC 2007) / 4th IEEE International Conference on Enterprise Computing, 2007

PAS: Prediction-based Adaptive Sleeping for Environment Monitoring in Sensor Networks.
Proceedings of the 2007 International Conference on Parallel Processing Workshops (ICPP Workshops 2007), 2007

Semantic Web Services Discovery in P2P Environment.
Proceedings of the 2007 International Conference on Parallel Processing Workshops (ICPP Workshops 2007), 2007

Verification of Web Service Conversations Specified in WSCL.
Proceedings of the 31st Annual International Computer Software and Applications Conference, 2007

2006
A Semantic Matchmaker for Ranking Web Services.
J. Comput. Sci. Technol., 2006

SWSDS: Quick Web Service Discovery and Composition in SEWSIP.
Proceedings of the Eighth IEEE International Conference on E-Commerce Technology (CEC 2006) / Third IEEE International Conference on Enterprise Computing, 2006

2005
Web service annotation using ontology mapping.
Proceedings of the 2005 IEEE International Workshop on Service-Oriented System Engineering (SOSE 2005), 2005

SEWSIP: semantic based Web services integration in P2P.
Proceedings of the 2005 IEEE International Workshop on Service-Oriented System Engineering (SOSE 2005), 2005

Web services searching based on domain ontology.
Proceedings of the 2005 IEEE International Workshop on Service-Oriented System Engineering (SOSE 2005), 2005


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