Jialu Liu

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 44

Top Topics

Image Inpainting

Heterogeneous Information Networks

Top Venues

Publications

Yue Yu, Jiaming Shen, Tianqi Liu, Zhen Qin, Jing Nathan Yan, Jialu Liu, Chao Zhang, Michael Bendersky
Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning. ACL (1) (2024)
Jiaming Shen, Tianqi Liu, Jialu Liu, Zhen Qin, Jay Pavagadhi, Simon Baumgartner, Michael Bendersky
Multilingual Fine-Grained News Headline Hallucination Detection. CoRR (2024)
Rongzhi Zhang, Jiaming Shen, Tianqi Liu, Haorui Wang, Zhen Qin, Feng Han, Jialu Liu, Simon Baumgartner, Michael Bendersky, Chao Zhang
PLaD: Preference-based Large Language Model Distillation with Pseudo-Preference Pairs. CoRR (2024)
Jialu Liu, Jiuxiang Dong
Distributed Fault-Tolerant Control for Nonlinear Heterogeneous Multiagent System With Fault Indication Under Safety Constraint. IEEE Trans. Syst. Man Cybern. Syst. 54 (6) (2024)
Rongzhi Zhang, Jiaming Shen, Tianqi Liu, Haorui Wang, Zhen Qin, Feng Han, Jialu Liu, Simon Baumgartner, Michael Bendersky, Chao Zhang
PLaD: Preference-based Large Language Model Distillation with Pseudo-Preference Pairs. ACL (Findings) (2024)
Yuliang Li, Jialu Liu, Jin Li, Rui Min, Shunjun Wei, Han Xiao, Yiming Pi
An Extend Kaiser Distribution Optimization Phase Compensation Algorithm for Terahertz Airborne SAR Imaging. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Jing Nathan Yan, Tianqi Liu, Justin T. Chiu, Jiaming Shen, Zhen Qin, Yue Yu, Charumathi Lakshmanan, Yair Kurzion, Alexander M. Rush, Jialu Liu, Michael Bendersky
Predicting Text Preference Via Structured Comparative Reasoning. ACL (1) (2024)
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
FFCM-MRF: An accurate and generalizable cerebrovascular segmentation pipeline for humans and rhesus monkeys based on TOF-MRA. Comput. Biol. Medicine 170 (2024)
Tianqi Liu, Yao Zhao, Rishabh Joshi, Misha Khalman, Mohammad Saleh, Peter J. Liu, Jialu Liu
Statistical Rejection Sampling Improves Preference Optimization. ICLR (2024)
Rongzhi Zhang, Jiaming Shen, Tianqi Liu, Jialu Liu, Michael Bendersky, Marc Najork, Chao Zhang
Knowledge Distillation with Perturbed Loss: From a Vanilla Teacher to a Proxy Teacher. KDD (2024)
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
LiPO: Listwise Preference Optimization through Learning-to-Rank. CoRR (2024)
Jialu Liu, Maoguo Gong, Yuan Gao, Yiheng Lu, Hao Li
Bidirectional interaction of CNN and Transformer for image inpainting. Knowl. Based Syst. 299 (2024)
Haijian Wang, Meng Yang, Jialu Liu, Wei-Shi Zheng
Pseudo-Label Noise Prevention, Suppression and Softening for Unsupervised Person Re-Identification. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Meng Liu, Mingda Zhang, Jialu Liu, Hanjun Dai, Ming-Hsuan Yang, Shuiwang Ji, Zheyun Feng, Boqing Gong
Video Timeline Modeling For News Story Understanding. NeurIPS (2023)
Jiyue E, Jialu Liu, Zhong Wan
A novel adaptive algorithm of particle swarm optimization based on the human social learning intelligence. Swarm Evol. Comput. 80 (2023)
Jiadong Xie, Fan Zhang, Kai Wang, Jialu Liu, Xuemin Lin, Wenjie Zhang
Influence Minimization via Blocking Strategies. CoRR (2023)
Jiaming Shen, Jialu Liu, Daniel Finnie, Negar Rahmati, Michael Bendersky, Marc Najork
"Why is this misleading?": Detecting News Headline Hallucinations with Explanations. CoRR (2023)
Hammad A. Ayyubi, Tianqi Liu, Arsha Nagrani, Xudong Lin, Mingda Zhang, Anurag Arnab, Feng Han, Yukun Zhu, Jialu Liu, Shih-Fu Chang
Video Summarization: Towards Entity-Aware Captions. CoRR (2023)
Rongzhi Zhang, Jiaming Shen, Tianqi Liu, Jialu Liu, Michael Bendersky, Marc Najork, Chao Zhang
Do Not Blindly Imitate the Teacher: Using Perturbed Loss for Knowledge Distillation. CoRR (2023)
Jialu Liu, Meng Yang
Prompt-Based Transformer for Generalizable Person Re-identification with Image Masking. CCBR (2023)
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
On What Basis? Predicting Text Preference Via Structured Comparative Reasoning. CoRR (2023)
Yue Yu, Jiaming Shen, Tianqi Liu, Zhen Qin, Jing Nathan Yan, Jialu Liu, Chao Zhang, Michael Bendersky
Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning. CoRR (2023)
Tianqi Liu, Yao Zhao, Rishabh Joshi, Misha Khalman, Mohammad Saleh, Peter J. Liu, Jialu Liu
Statistical Rejection Sampling Improves Preference Optimization. CoRR (2023)
Meng Liu, Mingda Zhang, Jialu Liu, Hanjun Dai, Ming-Hsuan Yang, Shuiwang Ji, Zheyun Feng, Boqing Gong
Video Timeline Modeling For News Story Understanding. CoRR (2023)
Zhen Qin, Rolf Jagerman, Kai Hui, Honglei Zhuang, Junru Wu, Jiaming Shen, Tianqi Liu, Jialu Liu, Donald Metzler, Xuanhui Wang, Michael Bendersky
Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting. CoRR (2023)
Jiaming Shen, Jialu Liu, Daniel Finnie, Negar Rahmati, Mike Bendersky, Marc Najork
"Why is this misleading?": Detecting News Headline Hallucinations with Explanations. WWW (2023)
Jiaxin Huang, Tianqi Liu, Jialu Liu, Ádám D. Lelkes, Cong Yu, Jiawei Han
All Birds with One Stone: Multi-task Text Classification for Efficient Inference with One Forward Pass. CoRR (2022)
Jiaming Shen, Jialu Liu, Tianqi Liu, Cong Yu, Jiawei Han
Training ELECTRA Augmented with Multi-word Selection. ACL/IJCNLP (Findings) (2021)
Jialu Liu, Tianqi Liu, Cong Yu
NewsEmbed: Modeling News through Pre-trained Document Representations. KDD (2021)
Jialu Liu, Renzhong Guo, Zhiming Cai, Wenjian Liu, Wencai Du
Assessing the Complexity of Intelligent Parks' Internet of Things Big Data System. Complex. 2021 (2021)
Jiaming Shen, Jialu Liu, Tianqi Liu, Cong Yu, Jiawei Han
Training ELECTRA Augmented with Multi-word Selection. CoRR (2021)
Liyuan Liu, Jialu Liu, Jiawei Han
Multi-head or Single-head? An Empirical Comparison for Transformer Training. CoRR (2021)
Jialu Liu, Tianqi Liu, Cong Yu
NewsEmbed: Modeling News through Pre-trained Document Representations. CoRR (2021)
Yingcong Wang, Fei Zeng, Jialu Liu, Qin Wan, Dong Guo, Yuan Deng
Adaptive Deformation of Ionic Domains in Hydrogel Enforcing Dielectric Coupling for Sensitive Response to Mechanical Stretching. Adv. Intell. Syst. 2 (7) (2020)
Xiaotao Gu, Yuning Mao, Jiawei Han, Jialu Liu, You Wu, Cong Yu, Daniel Finnie, Hongkun Yu, Jiaqi Zhai, Nicholas Zukoski
Generating Representative Headlines for News Stories. WWW (2020)
Xiaotao Gu, Yuning Mao, Jiawei Han, Jialu Liu, Hongkun Yu, You Wu, Cong Yu, Daniel Finnie, Jiaqi Zhai, Nicholas Zukoski
Generating Representative Headlines for News Stories. CoRR (2020)
Silu Huang, Jialu Liu, Flip Korn, Xuezhi Wang, You Wu, Dale Markowitz, Cong Yu
Contextual Fact Ranking and Its Applications in Table Synthesis and Compression. KDD (2019)
Jingbo Shang, Jialu Liu, Meng Jiang, Xiang Ren, Clare R. Voss, Jiawei Han
Automated Phrase Mining from Massive Text Corpora. IEEE Trans. Knowl. Data Eng. 30 (10) (2018)
Huan Gui, Jialu Liu, Fangbo Tao, Meng Jiang, Brandon Norick, Lance M. Kaplan, Jiawei Han
Embedding Learning with Events in Heterogeneous Information Networks. IEEE Trans. Knowl. Data Eng. 29 (11) (2017)
Jingbo Shang, Jialu Liu, Meng Jiang, Xiang Ren, Clare R. Voss, Jiawei Han
Automated Phrase Mining from Massive Text Corpora. CoRR (2017)
Jingbo Shang, Meng Qu, Jialu Liu, Lance M. Kaplan, Jiawei Han, Jian Peng
Meta-Path Guided Embedding for Similarity Search in Large-Scale Heterogeneous Information Networks. CoRR (2016)
Huan Gui, Jialu Liu, Fangbo Tao, Meng Jiang, Brandon Norick, Jiawei Han
Large-Scale Embedding Learning in Heterogeneous Event Data. ICDM (2016)
Fernando Chirigati, Jialu Liu, Flip Korn, You Wu, Cong Yu, Hao Zhang
Knowledge Exploration using Tables on the Web. Proc. VLDB Endow. 10 (3) (2016)
Jialu Liu, Xiang Ren, Jingbo Shang, Taylor Cassidy, Clare R. Voss, Jiawei Han
Representing Documents via Latent Keyphrase Inference. WWW (2016)
Jialu Liu, Charu C. Aggarwal, Jiawei Han
On Integrating Network and Community Discovery. WSDM (2015)
Chi Wang, Jialu Liu, Nihit Desai, Marina Danilevsky, Jiawei Han
Constructing topical hierarchies in heterogeneous information networks. Knowl. Inf. Syst. 44 (3) (2015)
Jialu Liu, Chi Wang, Jing Gao, Quanquan Gu, Charu C. Aggarwal, Lance M. Kaplan, Jiawei Han
GIN: A Clustering Model for Capturing Dual Heterogeneity in Networked Data. SDM (2015)
Jialu Liu, Jingbo Shang, Chi Wang, Xiang Ren, Jiawei Han
Mining Quality Phrases from Massive Text Corpora. SIGMOD Conference (2015)
Fangbo Tao, George Brova, Jiawei Han, Heng Ji, Chi Wang, Brandon Norick, Ahmed El-Kishky, Jialu Liu, Xiang Ren, Yizhou Sun
NewsNetExplorer: automatic construction and exploration of news information networks. SIGMOD Conference (2014)
Xiang Ren, Jialu Liu, Xiao Yu, Urvashi Khandelwal, Quanquan Gu, Lidan Wang, Jiawei Han
ClusCite: effective citation recommendation by information network-based clustering. KDD (2014)
Yuguo Chen, Jiawei Han, Ming Ji, Jialu Liu, Lu Su, Chi Wang, Hongning Wang
On the Detectability of Node Grouping in Networks. SDM (2013)
Jialu Liu
Image Retrieval based on Bag-of-Words model CoRR (2013)
Jialu Liu, Kin Hou Lei, Jeffery Yufei Liu, Chi Wang, Jiawei Han
Ranking-based name matching for author disambiguation in bibliographic data. KDD Cup (2013)
Quanquan Gu, Charu C. Aggarwal, Jialu Liu, Jiawei Han
Selective sampling on graphs for classification. KDD (2013)
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
EventCube: multi-dimensional search and mining of structured and text data. KDD (2013)
Jing Gao, Jiawei Han, Jialu Liu, Chi Wang
Multi-View Clustering via Joint Nonnegative Matrix Factorization. SDM (2013)
Jialu Liu, Chi Wang, Marina Danilevsky, Jiawei Han
Large-Scale Spectral Clustering on Graphs. IJCAI (2013)
Chi Wang, Marina Danilevsky, Jialu Liu, Nihit Desai, Heng Ji, Jiawei Han
Constructing Topical Hierarchies in Heterogeneous Information Networks. ICDM (2013)
Jialu Liu, Sheng Yang, Aiguo Wu, S. Jack Hu
Multi-state throughput analysis of a two-stage manufacturing system with parallel unreliable machines and a finite buffer. Eur. J. Oper. Res. 219 (2) (2012)
Jialu Liu, Deng Cai, Xiaofei He
Gaussian Mixture Model with Local Consistency. AAAI (2010)