Jialu Liu

86 papers A* 16A 4C 1Misc 1Journal 50Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Contrastive perception representation learning for image inpainting.
Knowl. Based Syst.
Jialu Liu, Maoguo Gong, Jianzhao Li, Licheng Jiao, Xu Liu, Fang Liu
2026 J jnl
KARL: Knowledge Agents via Reinforcement Learning.
CoRR
Jonathan D. Chang, Andrew Drozdov, Shubham Toshniwal, Owen Oertell, Alexander Trott, Jacob P. Portes, Abhay Gupta, Pallavi Koppol, Ashutosh Baheti, Sean Kulinski, Ivan Zhou, Irene Dea, Krista Opsahl-Ong, Simon Favreau-Lessard, Sean Owen, Jose Javier Gonzalez Ortiz, Arnav Singhvi, Xabi Andrade, Cindy Wang, Kartik Sreenivasan, Sam Havens, Jialu Liu, Peyton DeNiro, Wen Sun, Michael Bendersky, Jonathan Frankle
2026 J jnl
New families of additive non-Reed-Solomon MDS codes.
Finite Fields Their Appl.
Jiayu Ma, Jialu Liu, Yang Ding
2026 J jnl
PRTF: Polar Space Represented Multi-View 3D Object Detection With Temporal Fusion Enhancement.
IEEE Trans. Intell. Transp. Syst.
Jie Tang, Yefei Hou, Jialu Liu, Bo Yu
2026 J jnl
Robust adaptive-neighbor-induced optimization to nonnegative matrix factorization with regularized strategies in the framework of semi-supervised learning.
Eng. Appl. Artif. Intell.
Jie Guo, Ting Li, Jialu Liu, Zhong Wan, Fang Zhang
2025 Misc conf
Direction-Aware Completion of Sparse SfM Point Clouds and Its Application in UAV Imagery-Based Road Reconstruction.
WISA
Jialu Liu, Gaoli Cheng, Guozhan Zhang, Ronggui Ma
2025 J jnl
Fault-Tolerant Consensus Control With Privacy-Preserving Virtual Layer for Heterogeneous Multi-Agent System.
IEEE Trans Autom. Sci. Eng.
Jialu Liu, Jiuxiang Dong
2025 J jnl
Fixed-Time Cooperative Fault-Tolerant Control of Heterogeneous Multiagent Systems via Learning-Based Uncertainty Estimation.
IEEE Internet Things J.
Jialu Liu, Jiuxiang Dong
2025 J jnl
G2L-Stereo: Global to Local Two-Stage Real-Time Stereo Matching Network.
IEEE Trans. Computational Imaging
Jie Tang, Gaofeng Peng, Jialu Liu, Bo Yu
2025 J jnl
Hierarchical Prescribed-Time Platoon Control for Heterogeneous Vehicles With Actuator Faults and System Uncertainties.
IEEE Trans. Intell. Transp. Syst.
Jialu Liu, Jiuxiang Dong
2025 J jnl
Hypergraph induced semi-supervised orthogonal nonnegative matrix factorization with label and constraint propagation.
Eng. Appl. Artif. Intell.
Jie Guo, Ting Li, Jialu Liu, Zhong Wan
2025 J jnl
Indirect Value of Public Infrastructure Technology.
Manag. Sci.
Jialu Liu, Siqi Pei, Xiaoquan (Michael) Zhang
2025 J jnl
Influence Minimization via Blocking Strategies.
INFORMS J. Comput.
Jiadong Xie, Fan Zhang, Kai Wang, Jialu Liu, Xuemin Lin, Wenjie Zhang
2025 — conf
LiPO: Listwise Preference Optimization through Learning-to-Rank.
NAACL (Long Papers)
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
2025 J jnl
SAAF: Self-Adaptive Attention Factor-Based Taylor-Pruning on Convolutional Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Yiheng Lu, Maoguo Gong, Kaiyuan Feng, Jialu Liu, Ziyu Guan, Hao Li
2024 J jnl
A Multichannel Motion Compensation Algorithm Based on Adaptive Subaperture Division for Terahertz Circular SAR.
IEEE Trans. Geosci. Remote. Sens.
Jialu Liu, Jin Li, Rui Min, Yuliang Li, Shunjun Wei, Han Xiao, Yiming Pi
2024 J jnl
An Extend Kaiser Distribution Optimization Phase Compensation Algorithm for Terahertz Airborne SAR Imaging.
IEEE Trans. Geosci. Remote. Sens.
Yuliang Li, Jialu Liu, Jin Li, Rui Min, Shunjun Wei, Han Xiao, Yiming Pi
2024 J jnl
Bidirectional interaction of CNN and Transformer for image inpainting.
Knowl. Based Syst.
Jialu Liu, Maoguo Gong, Yuan Gao, Yiheng Lu, Hao Li
2024 J jnl
Distributed Fault-Tolerant Control for Nonlinear Heterogeneous Multiagent System With Fault Indication Under Safety Constraint.
IEEE Trans. Syst. Man Cybern. Syst.
Jialu Liu, Jiuxiang Dong
2024 C conf
Effective Motion Compensation of THZ SAR Imaging Based on Range Sub-Band Conjugation.
IGARSS
Jialu Liu, Yuliang Li, Jin Li, Rui Min, Yiming Pi, Shunjun Wei
2024 J jnl
Evaluation of large language models under different training background in Chinese medical examination: a comparative study.
Frontiers Artif. Intell.
Siwen Zhang, Qi Chu, Yujun Li, Jialu Liu, Jiayi Wang, Chi Yan, Wenxi Liu, Yizhen Wang, Chengcheng Zhao, Xinyue Zhang, Yuwen Chen
2024 — conf
Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning.
ACL (1)
Yue Yu, Jiaming Shen, Tianqi Liu, Zhen Qin, Jing Nathan Yan, Jialu Liu, Chao Zhang, Michael Bendersky
2024 J jnl
FFCM-MRF: An accurate and generalizable cerebrovascular segmentation pipeline for humans and rhesus monkeys based on TOF-MRA.
Comput. Biol. Medicine
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
2024 A* conf
Knowledge Distillation with Perturbed Loss: From a Vanilla Teacher to a Proxy Teacher.
KDD
Rongzhi Zhang, Jiaming Shen, Tianqi Liu, Jialu Liu, Michael Bendersky, Marc Najork, Chao Zhang
2024 — conf
Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting.
NAACL-HLT (Findings)
Zhen Qin, Rolf Jagerman, Kai Hui, Honglei Zhuang, Junru Wu, Le Yan, Jiaming Shen, Tianqi Liu, Jialu Liu, Donald Metzler, Xuanhui Wang, Michael Bendersky
2024 J jnl
LiPO: Listwise Preference Optimization through Learning-to-Rank.
CoRR
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
2024 — conf
Multilingual Fine-Grained News Headline Hallucination Detection.
EMNLP (Findings)
Jiaming Shen, Tianqi Liu, Jialu Liu, Zhen Qin, Jay Pavagadhi, Simon Baumgartner, Michael Bendersky
2024 J jnl
Multilingual Fine-Grained News Headline Hallucination Detection.
CoRR
Jiaming Shen, Tianqi Liu, Jialu Liu, Zhen Qin, Jay Pavagadhi, Simon Baumgartner, Michael Bendersky
2024 J jnl
Online Food Delivery Platforms and Female Labor Force Participation.
Inf. Syst. Res.
Jialu Liu, Siqi Pei, Xiaoquan (Michael) Zhang
2024 — conf
PLaD: Preference-based Large Language Model Distillation with Pseudo-Preference Pairs.
ACL (Findings)
Rongzhi Zhang, Jiaming Shen, Tianqi Liu, Haorui Wang, Zhen Qin, Feng Han, Jialu Liu, Simon Baumgartner, Michael Bendersky, Chao Zhang
2024 J jnl
PLaD: Preference-based Large Language Model Distillation with Pseudo-Preference Pairs.
CoRR
Rongzhi Zhang, Jiaming Shen, Tianqi Liu, Haorui Wang, Zhen Qin, Feng Han, Jialu Liu, Simon Baumgartner, Michael Bendersky, Chao Zhang
2024 — conf
Predicting Text Preference Via Structured Comparative Reasoning.
ACL (1)
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
2024 J jnl
Privacy-Preserving Cruise Control for Heterogeneous Platoon Vehicle System Under Actuator Faults and Uncertainties.
IEEE Trans. Intell. Transp. Syst.
Jialu Liu, Jiuxiang Dong
2024 A* conf
Statistical Rejection Sampling Improves Preference Optimization.
ICLR
Tianqi Liu, Yao Zhao, Rishabh Joshi, Misha Khalman, Mohammad Saleh, Peter J. Liu, Jialu Liu
2024 A* conf
VIEWS: Entity-Aware News Video Captioning.
EMNLP
Hammad A. Ayyubi, Tianqi Liu, Arsha Nagrani, Xudong Lin, Mingda Zhang, Anurag Arnab, Feng Han, Yukun Zhu, Xuande Feng, Kevin Zhang, Jialu Liu, Shih-Fu Chang
2023 A* conf
"Why is this misleading?": Detecting News Headline Hallucinations with Explanations.
WWW
Jiaming Shen, Jialu Liu, Daniel Finnie, Negar Rahmati, Mike Bendersky, Marc Najork
2023 J jnl
"Why is this misleading?": Detecting News Headline Hallucinations with Explanations.
CoRR
Jiaming Shen, Jialu Liu, Daniel Finnie, Negar Rahmati, Michael Bendersky, Marc Najork
2023 J jnl
A novel adaptive algorithm of particle swarm optimization based on the human social learning intelligence.
Swarm Evol. Comput.
Jiyue E, Jialu Liu, Zhong Wan
2023 J jnl
Do Not Blindly Imitate the Teacher: Using Perturbed Loss for Knowledge Distillation.
CoRR
Rongzhi Zhang, Jiaming Shen, Tianqi Liu, Jialu Liu, Michael Bendersky, Marc Najork, Chao Zhang
2023 J jnl
Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning.
CoRR
Yue Yu, Jiaming Shen, Tianqi Liu, Zhen Qin, Jing Nathan Yan, Jialu Liu, Chao Zhang, Michael Bendersky
2023 J jnl
Influence Minimization via Blocking Strategies.
CoRR
Jiadong Xie, Fan Zhang, Kai Wang, Jialu Liu, Xuemin Lin, Wenjie Zhang
2023 J jnl
Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting.
CoRR
Zhen Qin, Rolf Jagerman, Kai Hui, Honglei Zhuang, Junru Wu, Jiaming Shen, Tianqi Liu, Jialu Liu, Donald Metzler, Xuanhui Wang, Michael Bendersky
2023 J jnl
On What Basis? Predicting Text Preference Via Structured Comparative Reasoning.
CoRR
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
2023 — conf
Prompt-Based Transformer for Generalizable Person Re-identification with Image Masking.
CCBR
Jialu Liu, Meng Yang
2023 J jnl
Pseudo-Label Noise Prevention, Suppression and Softening for Unsupervised Person Re-Identification.
IEEE Trans. Inf. Forensics Secur.
Haijian Wang, Meng Yang, Jialu Liu, Wei-Shi Zheng
2023 J jnl
Statistical Rejection Sampling Improves Preference Optimization.
CoRR
Tianqi Liu, Yao Zhao, Rishabh Joshi, Misha Khalman, Mohammad Saleh, Peter J. Liu, Jialu Liu
2023 J jnl
Video Summarization: Towards Entity-Aware Captions.
CoRR
Hammad A. Ayyubi, Tianqi Liu, Arsha Nagrani, Xudong Lin, Mingda Zhang, Anurag Arnab, Feng Han, Yukun Zhu, Jialu Liu, Shih-Fu Chang
2023 A* conf
Video Timeline Modeling For News Story Understanding.
NeurIPS
Meng Liu, Mingda Zhang, Jialu Liu, Hanjun Dai, Ming-Hsuan Yang, Shuiwang Ji, Zheyun Feng, Boqing Gong
2023 J jnl
Video Timeline Modeling For News Story Understanding.
CoRR
Meng Liu, Mingda Zhang, Jialu Liu, Hanjun Dai, Ming-Hsuan Yang, Shuiwang Ji, Zheyun Feng, Boqing Gong
2022 J jnl
All Birds with One Stone: Multi-task Text Classification for Efficient Inference with One Forward Pass.
CoRR
Jiaxin Huang, Tianqi Liu, Jialu Liu, Ádám D. Lelkes, Cong Yu, Jiawei Han
2021 J jnl
Assessing the Complexity of Intelligent Parks' Internet of Things Big Data System.
Complex.
Jialu Liu, Renzhong Guo, Zhiming Cai, Wenjian Liu, Wencai Du
2021 J jnl
Multi-head or Single-head? An Empirical Comparison for Transformer Training.
CoRR
Liyuan Liu, Jialu Liu, Jiawei Han
2021 A* conf
NewsEmbed: Modeling News through Pre-trained Document Representations.
KDD
Jialu Liu, Tianqi Liu, Cong Yu
2021 J jnl
NewsEmbed: Modeling News through Pre-trained Document Representations.
CoRR
Jialu Liu, Tianqi Liu, Cong Yu
2021 — conf
Training ELECTRA Augmented with Multi-word Selection.
ACL/IJCNLP (Findings)
Jiaming Shen, Jialu Liu, Tianqi Liu, Cong Yu, Jiawei Han
2021 J jnl
Training ELECTRA Augmented with Multi-word Selection.
CoRR
Jiaming Shen, Jialu Liu, Tianqi Liu, Cong Yu, Jiawei Han
2020 J jnl
Adaptive Deformation of Ionic Domains in Hydrogel Enforcing Dielectric Coupling for Sensitive Response to Mechanical Stretching.
Adv. Intell. Syst.
Yingcong Wang, Fei Zeng, Jialu Liu, Qin Wan, Dong Guo, Yuan Deng
2020 A* conf
Generating Representative Headlines for News Stories.
WWW
Xiaotao Gu, Yuning Mao, Jiawei Han, Jialu Liu, You Wu, Cong Yu, Daniel Finnie, Hongkun Yu, Jiaqi Zhai, Nicholas Zukoski
2020 J jnl
Generating Representative Headlines for News Stories.
CoRR
Xiaotao Gu, Yuning Mao, Jiawei Han, Jialu Liu, Hongkun Yu, You Wu, Cong Yu, Daniel Finnie, Jiaqi Zhai, Nicholas Zukoski
2019 A* conf
Contextual Fact Ranking and Its Applications in Table Synthesis and Compression.
KDD
Silu Huang, Jialu Liu, Flip Korn, Xuezhi Wang, You Wu, Dale Markowitz, Cong Yu
2018 J jnl
Automated Phrase Mining from Massive Text Corpora.
IEEE Trans. Knowl. Data Eng.
Jingbo Shang, Jialu Liu, Meng Jiang, Xiang Ren, Clare R. Voss, Jiawei Han
2017 J jnl
Automated Phrase Mining from Massive Text Corpora.
CoRR
Jingbo Shang, Jialu Liu, Meng Jiang, Xiang Ren, Clare R. Voss, Jiawei Han
2017 J jnl
Embedding Learning with Events in Heterogeneous Information Networks.
IEEE Trans. Knowl. Data Eng.
Huan Gui, Jialu Liu, Fangbo Tao, Meng Jiang, Brandon Norick, Lance M. Kaplan, Jiawei Han
2017 — book
Phrase Mining from Massive Text and Its Applications
Jialu Liu, Jingbo Shang, Jiawei Han
2016 — —
Constructing and modeling text-rich information networks: a phrase mining-based approach
Jialu Liu
2016 J jnl
Knowledge Exploration using Tables on the Web.
Proc. VLDB Endow.
Fernando Chirigati, Jialu Liu, Flip Korn, You Wu, Cong Yu, Hao Zhang
2016 A* conf
Large-Scale Embedding Learning in Heterogeneous Event Data.
ICDM
Huan Gui, Jialu Liu, Fangbo Tao, Meng Jiang, Brandon Norick, Jiawei Han
2016 J jnl
Meta-Path Guided Embedding for Similarity Search in Large-Scale Heterogeneous Information Networks.
CoRR
Jingbo Shang, Meng Qu, Jialu Liu, Lance M. Kaplan, Jiawei Han, Jian Peng
2016 A* conf
Representing Documents via Latent Keyphrase Inference.
WWW
Jialu Liu, Xiang Ren, Jingbo Shang, Taylor Cassidy, Clare R. Voss, Jiawei Han
2015 J jnl
Constructing topical hierarchies in heterogeneous information networks.
Knowl. Inf. Syst.
Chi Wang, Jialu Liu, Nihit Desai, Marina Danilevsky, Jiawei Han
2015 A conf
GIN: A Clustering Model for Capturing Dual Heterogeneity in Networked Data.
SDM
Jialu Liu, Chi Wang, Jing Gao, Quanquan Gu, Charu C. Aggarwal, Lance M. Kaplan, Jiawei Han
2015 — conf
Mining Quality Phrases from Massive Text Corpora.
SIGMOD Conference
Jialu Liu, Jingbo Shang, Chi Wang, Xiang Ren, Jiawei Han
2015 A conf
On Integrating Network and Community Discovery.
WSDM
Jialu Liu, Charu C. Aggarwal, Jiawei Han
2014 A* conf
ClusCite: effective citation recommendation by information network-based clustering.
KDD
Xiang Ren, Jialu Liu, Xiao Yu, Urvashi Khandelwal, Quanquan Gu, Lidan Wang, Jiawei Han
2014 — conf
NewsNetExplorer: automatic construction and exploration of news information networks.
SIGMOD Conference
Fangbo Tao, George Brova, Jiawei Han, Heng Ji, Chi Wang, Brandon Norick, Ahmed El-Kishky, Jialu Liu, Xiang Ren, Yizhou Sun
2013 A* conf
Constructing Topical Hierarchies in Heterogeneous Information Networks.
ICDM
Chi Wang, Marina Danilevsky, Jialu Liu, Nihit Desai, Heng Ji, Jiawei Han
2013 A* conf
EventCube: multi-dimensional search and mining of structured and text data.
KDD
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
2013 J jnl
Image Retrieval based on Bag-of-Words model
CoRR
Jialu Liu
2013 A* conf
Large-Scale Spectral Clustering on Graphs.
IJCAI
Jialu Liu, Chi Wang, Marina Danilevsky, Jiawei Han
2013 A conf
Multi-View Clustering via Joint Nonnegative Matrix Factorization.
SDM
Jing Gao, Jiawei Han, Jialu Liu, Chi Wang
2013 A conf
On the Detectability of Node Grouping in Networks.
SDM
Yuguo Chen, Jiawei Han, Ming Ji, Jialu Liu, Lu Su, Chi Wang, Hongning Wang
2013 — conf
Ranking-based name matching for author disambiguation in bibliographic data.
KDD Cup
Jialu Liu, Kin Hou Lei, Jeffery Yufei Liu, Chi Wang, Jiawei Han
2013 A* conf
Selective sampling on graphs for classification.
KDD
Quanquan Gu, Charu C. Aggarwal, Jialu Liu, Jiawei Han
2013 — ch.
Spectral Clustering.
Data Clustering: Algorithms and Applications
Jialu Liu, Jiawei Han
2012 J jnl
Multi-state throughput analysis of a two-stage manufacturing system with parallel unreliable machines and a finite buffer.
Eur. J. Oper. Res.
Jialu Liu, Sheng Yang, Aiguo Wu, S. Jack Hu
2010 A* conf
Gaussian Mixture Model with Local Consistency.
AAAI
Jialu Liu, Deng Cai, Xiaofei He