Jialu Liu

According to our database, Jialu Liu authored at least 47 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

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

Yue Cui, Haibin Huang, Jialu Liu, Mingyang Zhao, Chengyi Li, Xinyong Han, Na Luo, Jinquan Gao, Dong-Ming Yan, Chen Zhang, Tianzi Jiang, Shan Yu

Comput. Biol. Medicine, March, 2024

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

Tianqi Liu, Zhen Qin, Junru Wu, Jiaming Shen, Misha Khalman, Rishabh Joshi, Yao Zhao, Mohammad Saleh, Simon Baumgartner, Jialu Liu, Peter J. Liu, Xuanhui Wang

CoRR, 2024

2023

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

Jiyue E, Jialu Liu, Zhong Wan

Swarm Evol. Comput., July, 2023

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

Haijian Wang, Meng Yang, Jialu Liu, Wei-Shi Zheng

IEEE Trans. Inf. Forensics Secur., 2023

Influence Minimization via Blocking Strategies.

Jiadong Xie, Fan Zhang, Kai Wang, Jialu Liu, Xuemin Lin, Wenjie Zhang

CoRR, 2023

Video Summarization: Towards Entity-Aware Captions.

Hammad A. Ayyubi, Tianqi Liu, Arsha Nagrani, Xudong Lin, Mingda Zhang, Anurag Arnab, Feng Han, Yukun Zhu, Jialu Liu, Shih-Fu Chang

CoRR, 2023

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

Jing Nathan Yan, Tianqi Liu, Justin T. Chiu, Jiaming Shen, Zhen Qin, Yue Yu, Yao Zhao, Charu Lakshmanan, Yair Kurzion, Alexander M. Rush, Jialu Liu, Michael Bendersky

CoRR, 2023

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

Yue Yu, Jiaming Shen, Tianqi Liu, Zhen Qin, Jing Nathan Yan, Jialu Liu, Chao Zhang, Michael Bendersky

CoRR, 2023

Statistical Rejection Sampling Improves Preference Optimization.

Tianqi Liu, Yao Zhao, Rishabh Joshi, Misha Khalman, Mohammad Saleh, Peter J. Liu, Jialu Liu

CoRR, 2023

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

Zhen Qin, Rolf Jagerman, Kai Hui, Honglei Zhuang, Junru Wu, Jiaming Shen, Tianqi Liu, Jialu Liu, Donald Metzler, Xuanhui Wang, Michael Bendersky

CoRR, 2023

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

Rongzhi Zhang, Jiaming Shen, Tianqi Liu, Jialu Liu, Michael Bendersky, Marc Najork, Chao Zhang

CoRR, 2023

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

Jiaming Shen, Jialu Liu, Daniel Finnie, Negar Rahmati, Mike Bendersky, Marc Najork

Proceedings of the ACM Web Conference 2023, 2023

Video Timeline Modeling For News Story Understanding.

Meng Liu, Mingda Zhang, Jialu Liu, Hanjun Dai, Ming-Hsuan Yang, Shuiwang Ji, Zheyun Feng, Boqing Gong

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.

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.

Jiaxin Huang, Tianqi Liu, Jialu Liu, Ádám D. Lelkes, Cong Yu, Jiawei Han

CoRR, 2022

2021

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

Liyuan Liu, Jialu Liu, Jiawei Han

CoRR, 2021

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

Jialu Liu, Renzhong Guo, Zhiming Cai, Wenjian Liu, Wencai Du

Complex., 2021

NewsEmbed: Modeling News through Pre-trained Document Representations.

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.

Jiaming Shen, Jialu Liu, Tianqi Liu, Cong Yu, Jiawei Han

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.

Yingcong Wang, Fei Zeng, Jialu Liu, Qin Wan, Dong Guo, Yuan Deng

Adv. Intell. Syst., 2020

Generating Representative Headlines for News Stories.

Xiaotao Gu, Yuning Mao, Jiawei Han, Jialu Liu, You Wu, Cong Yu, Daniel Finnie, Hongkun Yu, Jiaqi Zhai, Nicholas Zukoski

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.

Silu Huang, Jialu Liu, Flip Korn, Xuezhi Wang, You Wu, Dale Markowitz, Cong Yu

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

2018

Automated Phrase Mining from Massive Text Corpora.

Jingbo Shang, Jialu Liu, Meng Jiang, Xiang Ren, Clare R. Voss, Jiawei Han

IEEE Trans. Knowl. Data Eng., 2018

2017

Phrase Mining from Massive Text and Its Applications

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.

Huan Gui, Jialu Liu, Fangbo Tao, Meng Jiang, Brandon Norick, Lance M. Kaplan, Jiawei Han

IEEE Trans. Knowl. Data Eng., 2017

2016

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

Jialu Liu

PhD thesis, 2016

Knowledge Exploration using Tables on the Web.

Fernando Chirigati, Jialu Liu, Flip Korn, You Wu, Cong Yu, Hao Zhang

Proc. VLDB Endow., 2016

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

Jingbo Shang, Meng Qu, Jialu Liu, Lance M. Kaplan, Jiawei Han, Jian Peng

CoRR, 2016

Representing Documents via Latent Keyphrase Inference.

Jialu Liu, Xiang Ren, Jingbo Shang, Taylor Cassidy, Clare R. Voss, Jiawei Han

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

Large-Scale Embedding Learning in Heterogeneous Event Data.

Huan Gui, Jialu Liu, Fangbo Tao, Meng Jiang, Brandon Norick, Jiawei Han

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

2015

Constructing topical hierarchies in heterogeneous information networks.

Chi Wang, Jialu Liu, Nihit Desai, Marina Danilevsky, Jiawei Han

Knowl. Inf. Syst., 2015

On Integrating Network and Community Discovery.

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.

Jialu Liu, Jingbo Shang, Chi Wang, Xiang Ren, Jiawei Han

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.

Jialu Liu, Chi Wang, Jing Gao, Quanquan Gu, Charu C. Aggarwal, Lance M. Kaplan, Jiawei Han

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.

Fangbo Tao, George Brova, Jiawei Han, Heng Ji, Chi Wang, Brandon Norick, Ahmed El-Kishky, Jialu Liu, Xiang Ren, Yizhou Sun

Proceedings of the International Conference on Management of Data, 2014

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

Xiang Ren, Jialu Liu, Xiao Yu, Urvashi Khandelwal, Quanquan Gu, Lidan Wang, Jiawei Han

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

2013

Image Retrieval based on Bag-of-Words model

Jialu Liu

CoRR, 2013

Multi-View Clustering via Joint Nonnegative Matrix Factorization.

Jing Gao, Jiawei Han, Jialu Liu, Chi Wang

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

On the Detectability of Node Grouping in Networks.

Yuguo Chen, Jiawei Han, Ming Ji, Jialu Liu, Lu Su, Chi Wang, Hongning Wang

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

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

Fangbo Tao, Kin Hou Lei, Jiawei Han, Chengxiang Zhai, Xiao Cheng, Marina Danilevsky, Nihit Desai, Bolin Ding, Jing Ge, Heng Ji, Rucha Kanade, Anne Kao, Qi Li, Yanen Li, Cindy Xide Lin, Jialu Liu, Nikunj C. Oza, Ashok N. Srivastava, Rodney Tjoelker, Chi Wang, Duo Zhang, Bo Zhao

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.

Jialu Liu, Kin Hou Lei, Jeffery Yufei Liu, Chi Wang, Jiawei Han

Proceedings of the 2013 KDD Cup 2013 Workshop, 2013

Selective sampling on graphs for classification.

Quanquan Gu, Charu C. Aggarwal, Jialu Liu, Jiawei Han

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

Large-Scale Spectral Clustering on Graphs.

Jialu Liu, Chi Wang, Marina Danilevsky, Jiawei Han

Proceedings of the IJCAI 2013, 2013

Constructing Topical Hierarchies in Heterogeneous Information Networks.

Chi Wang, Marina Danilevsky, Jialu Liu, Nihit Desai, Heng Ji, Jiawei Han

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

Spectral Clustering.

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.

Jialu Liu, Sheng Yang, Aiguo Wu, S. Jack Hu

Eur. J. Oper. Res., 2012

2010

Gaussian Mixture Model with Local Consistency.

Jialu Liu, Deng Cai, Xiaofei He

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