Jialu Liu

Orcid: 0000-0002-8721-8656

According to our database¹, Jialu Liu authored at least 60 papers between 2010 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

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In proceedings

Article

PhD thesis

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Links

On csauthors.net:

Bibliography

2024

Privacy-Preserving Cruise Control for Heterogeneous Platoon Vehicle System Under Actuator Faults and Uncertainties.

[BibT_eX]

[DOI]

Jialu Liu

Jiuxiang Dong

IEEE Trans. Intell. Transp. Syst., October, 2024

Distributed Fault-Tolerant Control for Nonlinear Heterogeneous Multiagent System With Fault Indication Under Safety Constraint.

[BibT_eX]

[DOI]

Jialu Liu

Jiuxiang Dong

IEEE Trans. Syst. Man Cybern. Syst., June, 2024

FFCM-MRF: An accurate and generalizable cerebrovascular segmentation pipeline for humans and rhesus monkeys based on TOF-MRA.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, March, 2024

A Multichannel Motion Compensation Algorithm Based on Adaptive Subaperture Division for Terahertz Circular SAR.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

An Extend Kaiser Distribution Optimization Phase Compensation Algorithm for Terahertz Airborne SAR Imaging.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

Bidirectional interaction of CNN and Transformer for image inpainting.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2024

Online Food Delivery Platforms and Female Labor Force Participation.

[BibT_eX]

[DOI]

Jialu Liu

Siqi Pei

Xiaoquan (Michael) Zhang

Inf. Syst. Res., 2024

LiPO: Listwise Preference Optimization through Learning-to-Rank.

[BibT_eX]

[DOI]

CoRR, 2024

Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Knowledge Distillation with Perturbed Loss: From a Vanilla Teacher to a Proxy Teacher.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Effective Motion Compensation of THZ SAR Imaging Based on Range Sub-Band Conjugation.

[BibT_eX]

[DOI]

Proceedings of the IGARSS 2024, 2024

Statistical Rejection Sampling Improves Preference Optimization.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Multilingual Fine-Grained News Headline Hallucination Detection.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

VIEWS: Entity-Aware News Video Captioning.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

PLaD: Preference-based Large Language Model Distillation with Pseudo-Preference Pairs.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Predicting Text Preference Via Structured Comparative Reasoning.

[BibT_eX]

[DOI]

Charumathi Lakshmanan

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

A novel adaptive algorithm of particle swarm optimization based on the human social learning intelligence.

[BibT_eX]

[DOI]

Jiyue E

Jialu Liu

Zhong Wan

Swarm Evol. Comput., July, 2023

Pseudo-Label Noise Prevention, Suppression and Softening for Unsupervised Person Re-Identification.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2023

Influence Minimization via Blocking Strategies.

[BibT_eX]

[DOI]

CoRR, 2023

Video Summarization: Towards Entity-Aware Captions.

[BibT_eX]

[DOI]

CoRR, 2023

On What Basis? Predicting Text Preference Via Structured Comparative Reasoning.

[BibT_eX]

[DOI]

CoRR, 2023

Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting.

[BibT_eX]

[DOI]

CoRR, 2023

Do Not Blindly Imitate the Teacher: Using Perturbed Loss for Knowledge Distillation.

[BibT_eX]

[DOI]

CoRR, 2023

"Why is this misleading?": Detecting News Headline Hallucinations with Explanations.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

Video Timeline Modeling For News Story Understanding.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Prompt-Based Transformer for Generalizable Person Re-identification with Image Masking.

[BibT_eX]

[DOI]

Jialu Liu

Meng Yang

Proceedings of the Biometric Recognition - 17th Chinese Conference, 2023

2022

All Birds with One Stone: Multi-task Text Classification for Efficient Inference with One Forward Pass.

[BibT_eX]

[DOI]

CoRR, 2022

2021

Multi-head or Single-head? An Empirical Comparison for Transformer Training.

[BibT_eX]

[DOI]

Liyuan Liu

Jialu Liu

Jiawei Han

CoRR, 2021

Assessing the Complexity of Intelligent Parks' Internet of Things Big Data System.

[BibT_eX]

[DOI]

Complex., 2021

NewsEmbed: Modeling News through Pre-trained Document Representations.

[BibT_eX]

[DOI]

Jialu Liu

Tianqi Liu

Cong Yu

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Training ELECTRA Augmented with Multi-word Selection.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Adaptive Deformation of Ionic Domains in Hydrogel Enforcing Dielectric Coupling for Sensitive Response to Mechanical Stretching.

[BibT_eX]

[DOI]

Adv. Intell. Syst., 2020

Generating Representative Headlines for News Stories.

[BibT_eX]

[DOI]

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

2019

Contextual Fact Ranking and Its Applications in Table Synthesis and Compression.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

2018

Automated Phrase Mining from Massive Text Corpora.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

2017

Phrase Mining from Massive Text and Its Applications

[BibT_eX]

[DOI]

Jialu Liu

Jingbo Shang

Jiawei Han

Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers, ISBN: 978-3-031-01910-4, 2017

Embedding Learning with Events in Heterogeneous Information Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

2016

Constructing and modeling text-rich information networks: a phrase mining-based approach

[BibT_eX]

[DOI]

Jialu Liu

PhD thesis, 2016

Knowledge Exploration using Tables on the Web.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2016

Meta-Path Guided Embedding for Similarity Search in Large-Scale Heterogeneous Information Networks.

[BibT_eX]

[DOI]

CoRR, 2016

Representing Documents via Latent Keyphrase Inference.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on World Wide Web, 2016

Large-Scale Embedding Learning in Heterogeneous Event Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

2015

Constructing topical hierarchies in heterogeneous information networks.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2015

On Integrating Network and Community Discovery.

[BibT_eX]

[DOI]

Jialu Liu

Charu C. Aggarwal

Jiawei Han

Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015

Mining Quality Phrases from Massive Text Corpora.

[BibT_eX]

[DOI]

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

GIN: A Clustering Model for Capturing Dual Heterogeneity in Networked Data.

[BibT_eX]

[DOI]

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

2014

NewsNetExplorer: automatic construction and exploration of news information networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Management of Data, 2014

ClusCite: effective citation recommendation by information network-based clustering.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

2013

Image Retrieval based on Bag-of-Words model

[BibT_eX]

[DOI]

Jialu Liu

CoRR, 2013

Multi-View Clustering via Joint Nonnegative Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

On the Detectability of Node Grouping in Networks.

[BibT_eX]

[DOI]

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

EventCube: multi-dimensional search and mining of structured and text data.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Ranking-based name matching for author disambiguation in bibliographic data.

[BibT_eX]

[DOI]

Proceedings of the 2013 KDD Cup 2013 Workshop, 2013

Selective sampling on graphs for classification.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Large-Scale Spectral Clustering on Graphs.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2013, 2013

Constructing Topical Hierarchies in Heterogeneous Information Networks.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Spectral Clustering.

[BibT_eX]

Jialu Liu

Jiawei Han

Proceedings of the Data Clustering: Algorithms and Applications, 2013

2012

Multi-state throughput analysis of a two-stage manufacturing system with parallel unreliable machines and a finite buffer.

[BibT_eX]

[DOI]

Eur. J. Oper. Res., 2012

2010

Gaussian Mixture Model with Local Consistency.

[BibT_eX]

[DOI]

Jialu Liu

Deng Cai

Xiaofei He

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

Jialu Liu

Timeline

Legend:

Links

On csauthors.net:

Bibliography

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