Junming Liu

81 papers A* 14A 1C 8Journal 47Unranked 11
YearRankTypeTitle / Venue / Authors
2026 A* conf
AMID: Model-Agnostic Dataset Distillation by Adversarial Mutual Information Minimization.
WWW
Aoqi Wu, Junming Liu, Yuwei Zhang, Weiquan Huang, Liang Hu, Yifan Yang, Qi Zhang, Jiaxing Miao, Yuhan Tang, Zhongyuan Lai
2026 J jnl
Domain-Adaptive Model Merging across Disconnected Modes.
CoRR
Junming Liu, Yusen Zhang, Rongchao Zhang, Wenkai Zhu, Tian Wu
2026 J jnl
Hit-RAG: Learning to Reason with Long Contexts via Preference Alignment.
CoRR
Junming Liu, Yuqi Li, Shiping Wen, Zhigang Zeng, Tingwen Huang
2025 J jnl
A Data-Driven Optimization Framework for Static Rebalancing Operations in Bike Sharing Systems.
INFORMS J. Comput.
Junming Liu, Weiwei Chen, Leilei Sun
2025 J jnl
Aligning Vision to Language: Text-Free Multimodal Knowledge Graph Construction for Enhanced LLMs Reasoning.
CoRR
Junming Liu, Siyuan Meng, Yanting Gao, Song Mao, Pinlong Cai, Guohang Yan, Yirong Chen, Zilin Bian, Botian Shi, Ding Wang
2025 J jnl
An interpretable approach combining Shapley additive explanations and LightGBM based on data augmentation for improving wheat yield estimates.
Comput. Electron. Agric.
Ying Wang, Pengxin Wang, Kevin Tansey, Junming Liu, Bethany Delaney, Wenting Quan
2025 J jnl
An interpretable wheat yield estimation model using an attention mechanism-based deep learning framework with multiple remotely sensed variables.
Int. J. Appl. Earth Obs. Geoinformation
Mingqi Li, Pengxin Wang, Kevin Tansey, Yue Zhang, Fengwei Guo, Junming Liu, Hongmei Li
2025 — conf
Boosting Adversarial Transferability via Commonality-Oriented Gradient Optimization.
PRCV (2)
Yanting Gao, Yepeng Liu, Junming Liu, Qi Zhang, Hongyun Zhang, Duoqian Miao, Cairong Zhao
2025 J jnl
Boosting Adversarial Transferability via Commonality-Oriented Gradient Optimization.
CoRR
Yanting Gao, Yepeng Liu, Junming Liu, Qi Zhang, Hongyun Zhang, Duoqian Miao, Cairong Zhao
2025 J jnl
Cuckoo Attack: Stealthy and Persistent Attacks Against AI-IDE.
CoRR
Xinpeng Liu, Junming Liu, Peiyu Liu, Han Zheng, Qinying Wang, Mathias Payer, Shouling Ji, Wenhai Wang
2025 J jnl
DDTime: Dataset Distillation with Spectral Alignment and Information Bottleneck for Time-Series Forecasting.
CoRR
Yuqi Li, Kuiye Ding, Chuanguang Yang, Hao Wang, Haoxuan Wang, Huiran Duan, Junming Liu, Yingli Tian
2025 J jnl
Enhancing Winter Wheat Yield Estimation With a CNN-Transformer Hybrid Framework Utilizing Multiple Remotely Sensed Parameters.
IEEE Trans. Geosci. Remote. Sens.
Jiangli Du, Yue Zhang, Pengxin Wang, Kevin Tansey, Junming Liu, Shuyu Zhang
2025 J jnl
EpiPlanAgent: Agentic Automated Epidemic Response Planning.
CoRR
Kangkun Mao, Fang Xu, Jinru Ding, Yidong Jiang, Yujun Yao, Yirong Chen, Junming Liu, Xiaoqin Wu, Qian Wu, Xiaoyan Huang, Jie Xu
2025 C conf
Event Shocks in Investment Networks: a Contextual-Temporal Aware Neural Point Process Framework for Startup Success Prediction.
ICIS
Mucan Liu, Manting Hu, Junming Liu
2025 — conf
Fault Escaping: Improving Robustness of DPU Enhanced Platform with Mutual Assisted VM Recovery.
ASPLOS (3)
Chao Zhang, Tao Xu, Junming Liu, Pai Liu, Zhilang Xu, Kang Yan, Shuo Shi, Jintao Li, Jinhu Li, Chen Liang, Wenhui Shu, Feifei Fan, Yibin Shen, Hang Yang, Jianming Song, Xudong Zheng, Jiesheng Wu, Jian Li
2025 J jnl
FedRecon: Missing Modality Reconstruction in Distributed Heterogeneous Environments.
CoRR
Junming Liu, Guosun Zeng, Ding Wang, Yanting Gao, Yufei Jin
2025 J jnl
Find the Good. Seek the Unity: A Hidden Markov Model of Human-AI Delegation Dynamics.
MIS Q.
Junming Liu, Wei Thoo Yue, Alvin Chung Man Leung, Xin Zhang
2025 J jnl
From Ranking to Selection: A Simple but Efficient Dynamic Passage Selector for Retrieval Augmented Generation.
CoRR
Siyuan Meng, Junming Liu, Yirong Chen, Song Mao, Pinlong Cai, Guohang Yan, Botian Shi, Ding Wang
2025 A* conf
HM-RAG: Hierarchical Multi-Agent Multimodal Retrieval Augmented Generation.
ACM Multimedia
Pei Liu, Xin Liu, Ruoyu Yao, Junming Liu, Siyuan Meng, Ding Wang, Jun Ma
2025 J jnl
HM-RAG: Hierarchical Multi-Agent Multimodal Retrieval Augmented Generation.
CoRR
Pei Liu, Xin Liu, Ruoyu Yao, Junming Liu, Siyuan Meng, Ding Wang, Jun Ma
2025 J jnl
MGA: Memory-Driven GUI Agent for Observation-Centric Interaction.
CoRR
Weihua Cheng, Ersheng Ni, Wenlong Wang, Yifei Sun, Junming Liu, Wangyu Shen, Yirong Chen, Botian Shi, Ding Wang
2025 J jnl
MemVerse: Multimodal Memory for Lifelong Learning Agents.
CoRR
Junming Liu, Yifei Sun, Weihua Cheng, Haodong Lei, Yirong Chen, Licheng Wen, Xuemeng Yang, Daocheng Fu, Pinlong Cai, Nianchen Deng, Yi Yu, Shuyue Hu, Botian Shi, Ding Wang
2025 J jnl
Modified Data-Driven Disturbance Observer With Its Application in Quadrant Glitch Compensation of Ball Screw Feed-Drive System.
IEEE Trans. Ind. Electron.
Junming Liu, Tao Huang, Guibao Tao, Kai Guo, Duo Li, Huajun Cao
2025 J jnl
Mosaic: Data-Free Knowledge Distillation via Mixture-of-Experts for Heterogeneous Distributed Environments.
CoRR
Junming Liu, Yanting Gao, Siyuan Meng, Yifei Sun, Aoqi Wu, Yufei Jin, Yirong Chen, Ding Wang, Guosun Zeng
2025 — conf
Overview of the Evolution and Cutting-Edge Practices of Distributed Cloud Storage Database Technology.
ICA3PP (8)
Xiaoyu Wang, Congfeng Jiang, Junming Liu
2025 J jnl
ReBrain: Brain MRI Reconstruction from Sparse CT Slice via Retrieval-Augmented Diffusion.
CoRR
Junming Liu, Yifei Sun, Weihua Cheng, Yujin Kang, Yirong Chen, Ding Wang, Guosun Zeng
2025 J jnl
TimeMKG: Knowledge-Infused Causal Reasoning for Multivariate Time Series Modeling.
CoRR
Yifei Sun, Junming Liu, Yirong Chen, Xuefeng Yan, Ding Wang
2025 J jnl
WVTF: A Transformer-Based Model Toward Improving Wheat Yield Estimation Under Mode Decomposition Technique.
IEEE Trans. Geosci. Remote. Sens.
Fengwei Guo, Pengxin Wang, Kevin Tansey, Junming Liu, Shuyu Zhang, Xin Ye
2025 — conf
When Does Unexpectedness Matter in Short Video Recommender Systems? An Agent-Based Simulation.
ACIS
Guo-Rui Yang, Xueqing Wang, Longwei Fan, Junming Liu, David Jingjun Xu
2024 J jnl
A Micro Radial-Torsional Vibration Ultrasonic Motor Driven by Single-Phase Signal.
IEEE Access
Xiuli Zheng, Le Wang, Junming Liu, Si Chen
2024 J jnl
A novel transformer-based neural network under model interpretability for improving wheat yield estimation using remotely sensed multi-variables.
Comput. Electron. Agric.
Fengwei Guo, Pengxin Wang, Kevin Tansey, Yue Zhang, Mingqi Li, Junming Liu, Shuyu Zhang
2024 J jnl
Coupling of weather generator and crop model for enhanced low-temperature stress sample augmentation in Henan Province, PR China.
Comput. Electron. Agric.
Jiameng Chen, Junming Liu, Zhirong Xia, Wei Su, Jianxi Huang, Pengxin Wang, Ying Li
2024 A* conf
Exploring ChatGPT's Capabilities on Vulnerability Management.
USENIX Security Symposium
Peiyu Liu, Junming Liu, Lirong Fu, Kangjie Lu, Yifan Xia, Xuhong Zhang, Wenzhi Chen, Haiqin Weng, Shouling Ji, Wenhai Wang
2024 J jnl
LEVER: Online Adaptive Sequence Learning Framework for High-Frequency Trading.
IEEE Trans. Knowl. Data Eng.
Zixuan Yuan, Junming Liu, Haoyi Zhou, Denghui Zhang, Hao Liu, Nengjun Zhu, Hui Xiong
2024 J jnl
SeMalBERT: Semantic-based malware detection with bidirectional encoder representations from transformers.
J. Inf. Secur. Appl.
Junming Liu, Yuntao Zhao, Yongxin Feng, Yutao Hu, Xiangyu Ma
2024 J jnl
Spatiotemporal Data Fusion of Index-Based VTCI Using Sentinel-2 and -3 Satellite Data for Field-Scale Drought Monitoring.
IEEE Trans. Geosci. Remote. Sens.
Yue Zhang, Pengxin Wang, Kevin Tansey, Mingqi Li, Fengwei Guo, Junming Liu, Shuyu Zhang
2024 J jnl
The novel triangular spectral indices for characterizing winter wheat drought.
Int. J. Appl. Earth Obs. Geoinformation
Fu Xuan, Hui Liu, Jinghao Xue, Ying Li, Junming Liu, Xianda Huang, Zihao Tan, Mohamed A. M. Abd Elbasit, Xiaohe Gu, Wei Su
2023 J jnl
A Cost-Effective Sequential Route Recommender System for Taxi Drivers.
INFORMS J. Comput.
Junming Liu, Mingfei Teng, Weiwei Chen, Hui Xiong
2023 C conf
A Graph Learning Model of Network Resources for Early Stage Startup Success Prediction.
ICIS
Mucan Liu, Manting Hu, Junming Liu
2023 J jnl
A deep learning framework combining CNN and GRU for improving wheat yield estimates using time series remotely sensed multi-variables.
Comput. Electron. Agric.
Jie Wang, Pengxin Wang, Huiren Tian, Kevin Tansey, Junming Liu, Wenting Quan
2023 — conf
Data-driven Friction Compensation Depending on Modified Disturbance Observer for Ball screw Feed-drive System.
RCVE
Junming Liu, Weigui Zhang, Guibao Tao, Tao Huang
2023 J jnl
Enhanced Feature Extraction From Assimilated VTCI and LAI With a Particle Filter for Wheat Yield Estimation Using Cross-Wavelet Transform.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yue Zhang, Pengxin Wang, Kevin Tansey, Dong Han, Chi Chen, Junming Liu, Hongmei Li
2023 — conf
Fashion in Live Streaming E-Commerce: The Effects of Visceral and Behavioral Design on Product Sales.
PACIS
Shiyu Wang, Yunhui Wang, Junming Liu, Yijun Wang
2023 C conf
Graph Learning of Multifaceted Motivations for Online Engagement Prediction in Counter-party Social Networks.
ICIS
Manting Hu, Qingyuan Lin, Denghui Zhang, Angela Lu, Junming Liu, Hui Xiong
2023 J jnl
How ChatGPT is Solving Vulnerability Management Problem.
CoRR
Peiyu Liu, Junming Liu, Lirong Fu, Kangjie Lu, Yifan Xia, Xuhong Zhang, Wenzhi Chen, Haiqin Weng, Shouling Ji, Wenhai Wang
2023 C conf
Spillover in Sharing Economies: Network Effect of Bike-sharing Services on Home-sharing Performance.
ICIS
Muchen Wen, Junming Liu, Juhee Kwon, Kyung Sung Jung, Young Kwark
2022 J jnl
Combining Sentinel-1 and -3 Imagery for Retrievals of Regional Multitemporal Biophysical Parameters Under a Deep Learning Framework.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Dong Han, Pengxin Wang, Kevin Tansey, Junming Liu, Yue Zhang, Shuyu Zhang, Hongmei Li
2022 J jnl
Developing a Dual-Stream Deep-Learning Neural Network Model for Improving County-Level Winter Wheat Yield Estimates in China.
Remote. Sens.
Hai Huang, Jianxi Huang, Quanlong Feng, Junming Liu, Xuecao Li, Xinlei Wang, Quandi Niu
2022 J jnl
Integrating an attention-based deep learning framework and the SAFY-V model for winter wheat yield estimation using time series SAR and optical data.
Comput. Electron. Agric.
Dong Han, Pengxin Wang, Kevin Tansey, Junming Liu, Yue Zhang, Huiren Tian, Shuyu Zhang
2022 J jnl
Iterative Prediction-and-Optimization for E-Logistics Distribution Network Design.
INFORMS J. Comput.
Junming Liu, Weiwei Chen, Jingyuan Yang, Hui Xiong, Can Chen
2022 C conf
The Sales Impact of Storytelling in Live Streaming E-Commerce.
ICIS
Yunhui Wang, Junming Liu, Yulin Fang
2022 C conf
Visual Communication and Fashion Popularity Contagion in Social Networks.
ICIS
Xiang Li, Yunhui Wang, Junming Liu, Hui Xiong
2021 J jnl
Development of a Targeted Recommendation Model for Earthquake Risk Prevention in the Whole Disaster Chain.
J. Inf. Process. Syst.
Xiaohui Su, Keyu Ming, Xiaodong Zhang, Junming Liu, Da Lei
2021 A* conf
Incremental Spatio-Temporal Graph Learning for Online Query-POI Matching.
WWW
Zixuan Yuan, Hao Liu, Junming Liu, Yanchi Liu, Yang Yang, Renjun Hu, Hui Xiong
2021 J jnl
Investigation of the Expression Method of Theme-Typhoon Disaster Information.
ISPRS Int. J. Geo Inf.
Cong Xiao, Xiaodong Zhang, Ziyao Xing, Keke Han, Zhe Liu, Junming Liu
2021 — conf
Storytelling in E-marketplace Live Streaming: The Effects of Narrative Content and Delivery on Sales Performance.
PACIS
Yunhui Wang, Junming Liu, Yulin Fang
2021 J jnl
Traffic Demand Prediction Based on Dynamic Transition Convolutional Neural Network.
IEEE Trans. Intell. Transp. Syst.
Bowen Du, Xiao Hu, Leilei Sun, Junming Liu, Yanan Qiao, Weifeng Lv
2020 J jnl
Gearbox fault diagnosis using data fusion based on self-organizing map neural network.
Int. J. Distributed Sens. Networks
Zhang Qiang, Gu Jieying, Junming Liu, Tian Ying, Shilei Zhang
2020 J jnl
Job2Vec: Job Title Benchmarking with Collective Multi-View Representation Learning.
CoRR
Denghui Zhang, Junming Liu, Hengshu Zhu, Yanchi Liu, Lichen Wang, Pengyang Wang, Hui Xiong
2019 A conf
Job2Vec: Job Title Benchmarking with Collective Multi-View Representation Learning.
CIKM
Denghui Zhang, Junming Liu, Hengshu Zhu, Yanchi Liu, Lichen Wang, Pengyang Wang, Hui Xiong
2019 J jnl
Spatiotemporal Change Analysis of Earthquake Emergency Information Based on Microblog Data: A Case Study of the "8.8" Jiuzhaigou Earthquake.
ISPRS Int. J. Geo Inf.
Ziyao Xing, Xiaohui Su, Junming Liu, Wei Su, Xiaodong Zhang
2018 J jnl
A Multi-Label Multi-View Learning Framework for In-App Service Usage Analysis.
ACM Trans. Intell. Syst. Technol.
Yanjie Fu, Junming Liu, Xiaolin Li, Hui Xiong
2018 J jnl
Coordinating supplier selection and project scheduling in resource-constrained construction supply chains.
Int. J. Prod. Res.
Weiwei Chen, Lei Lei, Zhengwei Wang, Mingfei Teng, Junming Liu
2018 J jnl
Implicit Semantics Based Metadata Extraction and Matching of Scholarly Documents.
J. Database Manag.
Congfeng Jiang, Junming Liu, Dongyang Ou, Yumei Wang, Lifeng Yu
2018 C conf
PARDA: A Dataset for Scholarly PDF Document Metadata Extraction Evaluation.
CollaborateCom
Tiantian Fan, Junming Liu, Yeliang Qiu, Congfeng Jiang, Jilin Zhang, Wei Zhang, Jian Wan
2017 A* conf
Effective and Real-time In-App Activity Analysis in Encrypted Internet Traffic Streams.
KDD
Junming Liu, Yanjie Fu, Jingci Ming, Yong Ren, Leilei Sun, Hui Xiong
2017 A* conf
Functional Zone Based Hierarchical Demand Prediction For Bike System Expansion.
KDD
Junming Liu, Leilei Sun, Qiao Li, Jingci Ming, Yanchi Liu, Hui Xiong
2017 A* conf
Warehouse Site Selection for Online Retailers in Inter-Connected Warehouse Networks.
ICDM
Can Chen, Junming Liu, Qiao Li, Yijun Wang, Hui Xiong, Shanshan Wu
2016 — conf
Exploiting Human Mobility Patterns for Gas Station Site Selection.
DASFAA (1)
Hongting Niu, Junming Liu, Yanjie Fu, Yanchi Liu, Bo Lang
2016 A* conf
Rebalancing Bike Sharing Systems: A Multi-source Data Smart Optimization.
KDD
Junming Liu, Leilei Sun, Weiwei Chen, Hui Xiong
2016 A* conf
Service Usage Analysis in Mobile Messaging Apps: A Multi-label Multi-view Perspective.
ICDM
Yanjie Fu, Junming Liu, Xiaolin Li, Xinjiang Lu, Jingci Ming, Chu Guan, Hui Xiong
2016 A* conf
Strategic Payment Routing in Financial Credit Networks.
EC
Frank Cheng, Junming Liu, Kareem Amin, Michael P. Wellman
2015 A* conf
Multi-source Information Fusion for Personalized Restaurant Recommendation.
SIGIR
Jing Sun, Yun Xiong, Yangyong Zhu, Junming Liu, Chu Guan, Hui Xiong
2015 A* conf
Station Site Optimization in Bike Sharing Systems.
ICDM
Junming Liu, Qiao Li, Meng Qu, Weiwei Chen, Jingyuan Yang, Hui Xiong, Hao Zhong, Yanjie Fu
2014 A* conf
A Strategy-Proof Online Auction with Time Discounting Values.
AAAI
Fan Wu, Junming Liu, Zhenzhe Zheng, Guihai Chen
2014 A* conf
A cost-effective recommender system for taxi drivers.
KDD
Meng Qu, Hengshu Zhu, Junming Liu, Guannan Liu, Hui Xiong
2013 J jnl
Estimating regional winter wheat yield by assimilation of time series of HJ-1 CCD NDVI into WOFOST-ACRM model with Ensemble Kalman Filter.
Math. Comput. Model.
Hongyuan Ma, Jianxi Huang, Dehai Zhu, Junming Liu, Wei Su, Chao Zhang, Jinlong Fan
2012 — conf
Application of the ARIMA Models in Drought Forecasting Using the Standardized Precipitation Index.
CCTA (1)
Ping Han, Pengxin Wang, Miao Tian, Shuyu Zhang, Junming Liu, Dehai Zhu
2012 — conf
The Estimation of Tree Height Based on LiDAR Data and QuickBird Imagery.
CCTA (2)
Wei Su, Rui Liu, Ting Liu, Jianxi Huang, Xiaodong Zhang, Junming Liu
2010 — conf
Reconstructing Vegetation Temperature Condition Index Based on the Savitzky-Golay Filter.
CCTA (3)
ManMan Li, Junming Liu
2007 C conf
An airborne multi-angle power line inspection system.
IGARSS
Guangjian Yan, Junfa Wang, Qiang Liu, Lin Su, Pengxin Wang, Junming Liu, Wuming Zhang, Zhiqiang Xiao