Spatiotemporal PM2.5 forecasting via dynamic geographical Graph Neural Network. - Zhao, Qin; Liu, Jiajun; Yang, Xinwen; Qi, Hongda; Lian, Jie (Environ. Model. Softw., 2025)

Nonreciprocal entanglement and asymmetric steering via magnon Kerr effect in cavity optomagnonic system. - Hu, Shuqi; Liu, Jiajun; Cheng, Guangling; Zhang, Jiansong; Chen, Aixi (Quantum Inf. Process., 2025)

General Scene Adaptation for Vision-and-Language Navigation. - Hong, Haodong; Qiao, Yanyuan; Wang, Sen; Liu, Jiajun; Wu, Qi (CoRR, 2025)

A Flexible FBG-Based Contact Force Sensor for Robotic Gripping Systems. - Lai, Wenjie; Nguyen, Huu Duoc; Liu, Jiajun; Chen, Xingyu; Phee, Soo Jay (CoRR, 2025)

Quality-integrated diagnostic platform for aerospace complex product assembly processes. - Cao, Pengyong; Shen, Xu; Duan, Guijiang; Liu, Jiajun; Guo, Kai (Comput. Ind. Eng., 2024)

A blockchain-enabled and event-driven tracking framework for SMEs to improve cooperation transparency in manufacturing supply chain. - Liu, Jiajun; Jiang, Pingyu; Zhang, Jie (Comput. Ind. Eng., 2024)

A Deep reinforcement learning method with multiple starting nodes for dynamic process planning decision making. - Guo, Kai; Liu, Rui; Duan, Guijiang; Liu, Jiajun (Comput. Ind. Eng., 2024)

TVNeRF: Improving few-view neural volume rendering with total variation maximization. - Zhang, Yao; Wei, Jiangshu; Zhou, Bei; Li, Fang; Xie, Yuxin; Liu, Jiajun (Knowl. Based Syst., 2024)

A Comprehensive Evaluation Algorithm of Multi-Point Relay Based on Link-State Awareness for UANETs. - Jin, Rencheng; Zhang, Xinyuan; Liu, Jiajun; Wang, Guangxu; Zhang, Di (Sensors, 2024)

High-Voltage Cable Buffer Layer Ablation Fault Identification Based on Artificial Intelligence and Frequency Domain Impedance Spectroscopy. - Liu, Jiajun; Ma, Mingchao; Liu, Xin; Xu, Haokun (Sensors, 2024)

Hybrid Optimization Path Planning Method for AGV Based on KGWO. - Guo, Zhengjiang; Xia, Yingkai; Li, Jiawei; Liu, Jiajun; Xu, Kan (Sensors, 2024)

A Granular-Computing-Based Data-Sharing Decision-Making Method for Enabling Blockchain-Based Order Tracking in Social Manufacturing. - Liu, Jiajun; Jiang, Pingyu; Zhang, Jie (IEEE Trans. Comput. Soc. Syst., 2024)

Blockchain-of-Things-Based Edge Learning Contracts for Federated Predictive Maintenance Toward Resilient Manufacturing. - Leng, Jiewu; Guo, Jiwei; Wang, Dewen; Zhong, Yuanwei; Xu, Kailin; Huang, Sihan; Liu, Jiajun; Yu, Chunyang; Ye, Zhipeng; Liu, Qiang (IEEE Trans. Comput. Soc. Syst., 2024)

Optimized Edge Node Allocation Considering User Delay Tolerance for Cost Reduction. - Zhang, Xiaoyu; Huang, Shixun; Dong, Hai; Bao, Zhifeng; Liu, Jiajun; Yi, Xun (IEEE Trans. Serv. Comput., 2024)

Towards Continual Knowledge Graph Embedding via Incremental Distillation. - Liu, Jiajun; Ke, Wenjun; Wang, Peng; Shang, Ziyu; Gao, Jinhua; Li, Guozheng; Ji, Ke; Liu, Yanhe (2024)

OntoFact: Unveiling Fantastic Fact-Skeleton of LLMs via Ontology-Driven Reinforcement Learning. - Shang, Ziyu; Ke, Wenjun; Xiu, Nana; Wang, Peng; Liu, Jiajun; Li, Yanhui; Luo, Zhizhao; Ji, Ke (2024)

Boosting Textural NER with Synthetic Image and Instructive Alignment. - Wang, Jiahao; Ke, Wenjun; Wang, Peng; Zhang, Hang; Nie, Dong; Liu, Jiajun; Li, Guozheng; Shang, Ziyu (2024)

Balanced Knowledge Distillation with Open-Domain Unlabeled Data for Named Entity Recognition. - Wu, Chenxiao; Ye, Wenjie; Liu, Jiajun; Wang, Peng; Ke, Wenjun (2024)

BuildingSage: A safe and secure AI copilot for smart buildings. - Dedeoglu, Volkan; Zhang, Qianggong; Li, Yang; Liu, Jiajun; Sethuvenkatraman, Subbu (2024)

ROLeR: Effective Reward Shaping in Offline Reinforcement Learning for Recommender Systems. - Zhang, Yi; Qiu, Ruihong; Liu, Jiajun; Wang, Sen (2024)

Unlocking Instructive In-Context Learning with Tabular Prompting for Relational Triple Extraction. - Li, Guozheng; Ke, Wenjun; Wang, Peng; Xu, Zijie; Ji, Ke; Liu, Jiajun; Shang, Ziyu; Luo, Qiqing (2024)

LLM as Copilot for Coarse-Grained Vision-and-Language Navigation. - Qiao, Yanyuan; Liu, Qianyi; Liu, Jiajun; Liu, Jing; Wu, Qi (2024)

A Detachable FBG-Based Contact Force Sensor for Capturing Gripper-Vegetable Interactions. - Lai, Wenjie; Liu, Jiajun; Sim, Bing Rui; Tan, Joel Ming Rui; Hegde, Chidanand; Magdassi, Shlomo; Phee, Soo Jay (2024)

Specialized Accelerator for Matrix Operation in Robotic Controllers. - Chen, Ruixiao; Wang, Yushi; Liu, Jiajun; Deng, Jinxiang; Gong, Li; Zou, Zhuo (2024)

Why Only Text: Empowering Vision-and-Language Navigation with Multi-modal Prompts. - Hong, Haodong; Wang, Sen; Huang, Zi; Wu, Qi; Liu, Jiajun (2024)

Fast and Continual Knowledge Graph Embedding via Incremental LoRA. - Liu, Jiajun; Ke, Wenjun; Wang, Peng; Wang, Jiahao; Gao, Jinhua; Shang, Ziyu; Li, Guozheng; Xu, Zijie; Ji, Ke; Li, Yining (2024)

Learning Multi-Granularity and Adaptive Representation for Knowledge Graph Reasoning. - Shang, Ziyu; Wang, Peng; Ke, Wenjun; Liu, Jiajun; Huang, Hailang; Li, Guozheng; Wu, Chenxiao; Liu, Jianghan; Chen, Xiye; Li, Yining (2024)

Domain-Hierarchy Adaptation via Chain of Iterative Reasoning for Few-shot Hierarchical Text Classification. - Ji, Ke; Wang, Peng; Ke, Wenjun; Li, Guozheng; Liu, Jiajun; Gao, Jingsheng; Shang, Ziyu (2024)

Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors. - Li, Guozheng; Wang, Peng; Liu, Jiajun; Guo, Yikai; Ji, Ke; Shang, Ziyu; Xu, Zijie (2024)

Empirical Analysis of Dialogue Relation Extraction with Large Language Models. - Li, Guozheng; Xu, Zijie; Shang, Ziyu; Liu, Jiajun; Ji, Ke; Guo, Yikai (2024)

Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction. - Li, Guozheng; Wang, Peng; Ke, Wenjun; Guo, Yikai; Ji, Ke; Shang, Ziyu; Liu, Jiajun; Xu, Zijie (2024)

Incorporating Schema-Aware Description into Document-Level Event Extraction. - Xu, Zijie; Wang, Peng; Ke, Wenjun; Li, Guozheng; Liu, Jiajun; Ji, Ke; Chen, Xiye; Wu, Chenxiao (2024)

Real-time Multi-modal Object Detection and Tracking on Edge for Regulatory Compliance Monitoring. - Lim, Jia Syuen; Wang, Ziwei; Liu, Jiajun; Khamis, Abdelwahed; Arablouei, Reza; Barlow, Robert; McAllister, Ryan (2024)

Edge Deployable Online Domain Adaptation for Underwater Object Detection. - Etchegaray, Djamahl; Luo, Yadan; Li, Yang; Do, Brendan; Liu, Jiajun; Huang, Zi; Kusy, Branislav (2024)

Navigating Beyond Instructions: Vision-and-Language Navigation in Obstructed Environments. - Hong, Haodong; Wang, Sen; Huang, Zi; Wu, Qi; Liu, Jiajun (2024)

Unveiling LoRA Intrinsic Ranks via Salience Analysis. - Ke, Wenjun; Wang, Jiahao; Wang, Peng; Liu, Jiajun; Nie, Dong; Li, Guozheng; Li, Yining (2024)

Towards Cost-Efficient Federated Multi-agent RL with Learnable Aggregation. - Zhang, Yi; Wang, Sen; Chen, Zhi; Xu, Xuwei; Funiak, Stano; Liu, Jiajun (2024)

Smart Grow-and-Twine Gripper for Vegetable Harvesting in Vertical Farms. - Liu, Jiajun; Lai, Wenjie; Sim, Bing Rui; Tan, Joel Ming Rui; Magdassi, Shlomo; Phee, Soo Jay (2024)

Demonstrating Event-Triggered Investigation and Sample Collection for Human Scientists using Field Robots and Large Foundation Models. - Bandyopadhyay, Tirthankar; Talbot, Fletcher; Bennie, Callum; Senaratne, Hashini; Li, Xun; Tidd, Brendan; Xi, Mingze; Stiefel, Jan; Dedeoglu, Volkan; Taylor, Rod; Molnar, Tea; Wang, Ziwei; et al. (2024)

GTP-ViT: Efficient Vision Transformers via Graph-based Token Propagation. - Xu, Xuwei; Wang, Sen; Chen, Yudong; Zheng, Yanping; Wei, Zhewei; Liu, Jiajun (2024)

Content-Conditioned Generation of Stylized Free hand Sketches. - Liu, Jiajun; Wang, Siyuan; Zhu, Guangming; Zhang, Liang; Li, Ning; Gao, Eryang (CoRR, 2024)

A Dynamic YOLO-Based Sequence-Matching Model for Efficient Coverless Image Steganography. - Liu, Jiajun; Tan, Lina; Zhou, Zhili; Li, Yi; Chen, Peng (CoRR, 2024)

Unlocking Instructive In-Context Learning with Tabular Prompting for Relational Triple Extraction. - Li, Guozheng; Ke, Wenjun; Wang, Peng; Xu, Zijie; Ji, Ke; Liu, Jiajun; Shang, Ziyu; Luo, Qiqing (CoRR, 2024)

Empirical Analysis of Dialogue Relation Extraction with Large Language Models. - Li, Guozheng; Xu, Zijie; Shang, Ziyu; Liu, Jiajun; Ji, Ke; Guo, Yikai (CoRR, 2024)

Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors. - Li, Guozheng; Wang, Peng; Liu, Jiajun; Guo, Yikai; Ji, Ke; Shang, Ziyu; Xu, Zijie (CoRR, 2024)

Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction. - Li, Guozheng; Wang, Peng; Ke, Wenjun; Guo, Yikai; Ji, Ke; Shang, Ziyu; Liu, Jiajun; Xu, Zijie (CoRR, 2024)

Towards Continual Knowledge Graph Embedding via Incremental Distillation. - Liu, Jiajun; Ke, Wenjun; Wang, Peng; Shang, Ziyu; Gao, Jinhua; Li, Guozheng; Ji, Ke; Liu, Yanhe (CoRR, 2024)

Why Only Text: Empowering Vision-and-Language Navigation with Multi-modal Prompts. - Hong, Haodong; Wang, Sen; Huang, Zi; Wu, Qi; Liu, Jiajun (CoRR, 2024)

Fast and Continual Knowledge Graph Embedding via Incremental LoRA. - Liu, Jiajun; Ke, Wenjun; Wang, Peng; Wang, Jiahao; Gao, Jinhua; Shang, Ziyu; Li, Guozheng; Xu, Zijie; Ji, Ke; Li, Yining (CoRR, 2024)

Domain-Hierarchy Adaptation via Chain of Iterative Reasoning for Few-shot Hierarchical Text Classification. - Ji, Ke; Wang, Peng; Ke, Wenjun; Li, Guozheng; Liu, Jiajun; Gao, Jingsheng; Shang, Ziyu (CoRR, 2024)

ROLeR: Effective Reward Shaping in Offline Reinforcement Learning for Recommender Systems. - Zhang, Yi; Qiu, Ruihong; Liu, Jiajun; Wang, Sen (CoRR, 2024)

Navigating Beyond Instructions: Vision-and-Language Navigation in Obstructed Environments. - Hong, Haodong; Wang, Sen; Huang, Zi; Wu, Qi; Liu, Jiajun (CoRR, 2024)

Kangaroo: A Powerful Video-Language Model Supporting Long-context Video Input. - Liu, Jiajun; Wang, Yibing; Ma, Hanghang; Wu, Xiaoping; Ma, Xiaoqi; Wei, Xiaoming; Jiao, Jianbin; Wu, Enhua; Hu, Jie (CoRR, 2024)

TokenBinder: Text-Video Retrieval with One-to-Many Alignment Paradigm. - Zhang, Bingqing; Cao, Zhuo; Du, Heming; Yu, Xin; Li, Xue; Liu, Jiajun; Wang, Sen (CoRR, 2024)

Effective Tuning Strategies for Generalist Robot Manipulation Policies. - Zhang, Wenbo; Li, Yang; Qiao, Yanyuan; Huang, Siyuan; Liu, Jiajun; Dayoub, Feras; Ma, Xiao; Liu, Lingqiao (CoRR, 2024)

RAGulator: Lightweight Out-of-Context Detectors for Grounded Text Generation. - Poey, Ian; Liu, Jiajun; Zhong, Qishuai; Chenailler, Adrien (CoRR, 2024)

A Blockchain and modified Best-worst algorithm enhanced Blackboard model for stranger collaboration based social product design. - Yang, Maolin; Jiang, Pingyu; Liu, Jiajun (Comput. Ind. Eng., 2023)

Decoupled Graph Neural Networks for Large Dynamic Graphs. - Zheng, Yanping; Wei, Zhewei; Liu, Jiajun (Proc. VLDB Endow., 2023)

Research on Parameter Optimization Method of Sliding Mode Controller for the Grid-Connected Composite Device Based on IMFO Algorithm. - Sun, Ji; Liu, Jiajun; Miao, Miao; Lin, Haokun (Sensors, 2023)

Single Line-to-Ground Fault Type Multilevel Classification in Distribution Network Using Realistic Recorded Waveform. - Liu, Jiajun; Li, Chenjing; Liu, Yue; Sun, Ji; Lin, Haokun (Sensors, 2023)

MSAA-Net: a multi-scale attention-aware U-Net is used to segment the liver. - Zhang, Lijuan; Liu, Jiajun; Li, Dongming; Liu, Jinyuan; Liu, Xiangkun (Signal Image Video Process., 2023)

IterDE: An Iterative Knowledge Distillation Framework for Knowledge Graph Embeddings. - Liu, Jiajun; Wang, Peng; Shang, Ziyu; Wu, Chenxiao (2023)

No Token Left Behind: Efficient Vision Transformer via Dynamic Token Idling. - Xu, Xuwei; Li, Changlin; Chen, Yudong; Chang, Xiaojun; Liu, Jiajun; Wang, Sen (2023)

A Two-Stage Label Rectification Framework for Noisy Event Extraction. - Xu, Zijie; Wang, Peng; Shang, Ziyu; Liu, Jiajun (2023)

Plug n' Play Channel Shuffle Module for Enhancing Tiny Vision Transformers. - Xu, Xuwei; Wang, Sen; Chen, Yudong; Liu, Jiajun (2023)

Dynamic Token Pruning in Plain Vision Transformers for Semantic Segmentation. - Tang, Quan; Zhang, Bowen; Liu, Jiajun; Liu, Fagui; Liu, Yifan (2023)

Global Knowledge Calibration for Fast Open-Vocabulary Segmentation. - Han, Kunyang; Liu, Yong; Liew, Jun Hao; Ding, Henghui; Liu, Jiajun; Wang, Yitong; Tang, Yansong; Yang, Yujiu; Feng, Jiashi; Zhao, Yao; Wei, Yunchao (2023)

OCHID-Fi: Occlusion-Robust Hand Pose Estimation in 3D via RF-Vision. - Zhang, Shujie; Zheng, Tianyue; Chen, Zhe; Hu, Jingzhi; Khamis, Abdelwahed; Liu, Jiajun; Luo, Jun (2023)

Point-Syn2Real: Semi-Supervised Synthetic-to-Real Cross-Domain Learning for Object Classification in 3D Point Clouds. - Wang, Ziwei; Arablouei, Reza; Liu, Jiajun; Borges, Paulo; Bishop-Hurley, Greg; Heaney, Nicholas (2023)

Requirement Mining and Analysis of Complex Products Based on External Stakeholders. - Liu, Jiajun; Li, Rong; Zhang, Haizhu; Qin, Shengfeng; Dai, Yuebin; He, Xu (2023)

A cross-attention and Siamese network based model for off-topic detection. - Fan, Cong; Guo, Shen; Wumaier, Aishan; Liu, Jiajun (2023)

Object Detection Difficulty: Suppressing Over-aggregation for Faster and Better Video Object Detection. - Zhang, Bingqing; Wang, Sen; Liu, Yifan; Kusy, Brano; Li, Xue; Liu, Jiajun (2023)

SegRefiner: Towards Model-Agnostic Segmentation Refinement with Discrete Diffusion Process. - Wang, Mengyu; Ding, Henghui; Liew, Jun Hao; Liu, Jiajun; Zhao, Yao; Wei, Yunchao (2023)

ASKRL: An Aligned-Spatial Knowledge Representation Learning Framework for Open-World Knowledge Graph. - Shang, Ziyu; Wang, Peng; Liu, Yuzhang; Liu, Jiajun; Ke, Wenjun (2023)

SkySea: Connecting Satellite, UAV and Underwater Imagery for Benthic Habitat Mapping. - Do, Brendan; Liu, Jiajun; Wang, Ziwei; Kusy, Brano; Merz, Torsten; Steven, Andy; Carlin, Geoffrey; Crosswell, Joseph; Li, Yang; Mortimer, Nicholas; Nayyeri, Fereshteh; Vanderklift, Mat; et al. (2023)

Global Knowledge Calibration for Fast Open-Vocabulary Segmentation. - Han, Kunyang; Liu, Yong; Liew, Jun Hao; Ding, Henghui; Wei, Yunchao; Liu, Jiajun; Wang, Yitong; Tang, Yansong; Yang, Yujiu; Feng, Jiashi; Zhao, Yao (CoRR, 2023)

Decoupled Graph Neural Networks for Large Dynamic Graphs. - Zheng, Yanping; Wei, Zhewei; Liu, Jiajun (CoRR, 2023)

Dynamic Token Pruning in Plain Vision Transformers for Semantic Segmentation. - Tang, Quan; Zhang, Bowen; Liu, Jiajun; Liu, Fagui; Liu, Yifan (CoRR, 2023)

OCHID-Fi: Occlusion-Robust Hand Pose Estimation in 3D via RF-Vision. - Zhang, Shujie; Zheng, Tianyue; Chen, Zhe; Hu, Jingzhi; Khamis, Abdelwahed; Liu, Jiajun; Luo, Jun (CoRR, 2023)

Object Detection Difficulty: Suppressing Over-aggregation for Faster and Better Video Object Detection. - Zhang, Bingqing; Wang, Sen; Liu, Yifan; Kusy, Brano; Li, Xue; Liu, Jiajun (CoRR, 2023)

Real-time Multi-modal Object Detection and Tracking on Edge for Regulatory Compliance Monitoring. - Lim, Jia Syuen; Wang, Ziwei; Liu, Jiajun; Khamis, Abdelwahed; Arablouei, Reza; Barlow, Robert; McAllister, Ryan (CoRR, 2023)

Plug n' Play: Channel Shuffle Module for Enhancing Tiny Vision Transformers. - Xu, Xuwei; Wang, Sen; Chen, Yudong; Liu, Jiajun (CoRR, 2023)

No Token Left Behind: Efficient Vision Transformer via Dynamic Token Idling. - Xu, Xuwei; Li, Changlin; Chen, Yudong; Chang, Xiaojun; Liu, Jiajun; Wang, Sen (CoRR, 2023)

Understanding the Effects of Projectors in Knowledge Distillation. - Chen, Yudong; Wang, Sen; Liu, Jiajun; Xu, Xuwei; Hoog, Frank de; Kusy, Brano; Huang, Zi (CoRR, 2023)

GTP-ViT: Efficient Vision Transformers via Graph-based Token Propagation. - Xu, Xuwei; Wang, Sen; Chen, Yudong; Zheng, Yanping; Wei, Zhewei; Liu, Jiajun (CoRR, 2023)

SegRefiner: Towards Model-Agnostic Segmentation Refinement with Discrete Diffusion Process. - Wang, Mengyu; Ding, Henghui; Liew, Jun Hao; Liu, Jiajun; Zhao, Yao; Wei, Yunchao (CoRR, 2023)

Self-Supervised Pre-Trained Speech Representation Based End-to-End Mispronunciation Detection and Diagnosis of Mandarin. - Shen, Yunfei; Liu, Qingqing; Fan, Zhixing; Liu, Jiajun; Wumaier, Aishan (IEEE Access, 2022)

AP-GAN: Adversarial patch attack on content-based image retrieval systems. - Zhao, Guoping; Zhang, Mingyu; Liu, Jiajun; Li, Yaxian; Wen, Ji-Rong (GeoInformatica, 2022)

Automatic Speech Fluency Evaluation Method Based on Multimodality for Putonghua Proficiency Test Propositional Speaking. - Liu, Jiajun; Wumaier, Aishan; Zheng, Linna; Meng, Huazhen (Int. J. Asian Lang. Process., 2022)

A Novel Policy for Pre-trained Deep Reinforcement Learning for Speech Emotion Recognition. - Rajapakshe, Thejan; Rana, Rajib; Khalifa, Sara; Liu, Jiajun; Schuller, Björn W. (2022)

EvAnGCN: Evolving Graph Deep Neural Network Based Anomaly Detection in Blockchain. - Patel, Vatsal; Rajasegarar, Sutharshan; Pan, Lei; Liu, Jiajun; Zhu, Liming (2022)

Micro-architectural Analysis of OLAP Systems on Persistent Memory. - Ang, Jie Liang; Chu, Jefferson; Trung, Hieu Le; Liu, Jiajun; He, Jiong; Lin, Qian; He, Bingsheng (2022)

InvisibiliTee: Angle-Agnostic Cloaking from Person-Tracking Systems with a Tee. - Li, Yaxian; Zhang, Bingqing; Zhao, Guoping; Zhang, Mingyu; Liu, Jiajun; Wang, Ziwei; Wen, Jirong (2022)

An Improved Adaptive Particle Swarm Optimization Method for High-speed Train Scheduling in Unexpected Events. - Liu, Jiajun; Zhao, Hui; Dai, Xuewu (2022)

STAR-GNN: Spatial-Temporal Video Representation for Content-Based Retrieval. - Zhao, Guoping; Zhang, Bingqing; Zhang, Mingyu; Li, Yaxian; Liu, Jiajun; Wen, Ji-Rong (2022)

Multimodal automatic speech fluency evaluation method for Putonghua Proficiency Test propositional speaking section. - Liu, Jiajun; Meng, Huazhen; Shen, Yunfei; Zheng, Linna; Wumaier, Aishan (2022)

Instant Graph Neural Networks for Dynamic Graphs. - Zheng, Yanping; Wang, Hanzhi; Wei, Zhewei; Liu, Jiajun; Wang, Sibo (2022)

In-situ data curation: a key to actionable AI at the edge. - Kusy, Brano; Liu, Jiajun; Saha, Aninda; Li, Yang; Marchant, Ross; Oorloff, Jeremy; Tychsen-Smith, Lachlan; Ahmedt-Aristizabal, David; Do, Brendan; Crosswell, Joey; Babcock, Russel; Steven, Andy; et al. (2022)

Multi-modal sensing for behaviour recognition. - Wang, Ziwei; Liu, Jiajun; Arablouei, Reza; Bishop-Hurley, Greg; Matthews, Melissa; Borges, Paulo (2022)

A real-time edge-AI system for reef surveys. - Li, Yang; Liu, Jiajun; Kusy, Brano; Marchant, Ross; Do, Brendan; Merz, Torsten; Crosswell, Joey; Steven, Andy; Tychsen-Smith, Lachlan; Ahmedt-Aristizabal, David; Oorloff, Jeremy; Moghadam, Peyman; et al. (2022)

Improved Feature Distillation via Projector Ensemble. - Chen, Yudong; Wang, Sen; Liu, Jiajun; Xu, Xuwei; Hoog, Frank de; Huang, Zi (2022)

Attention-based Vision Transformer for Human Activity Classification using mmWave Radar. - Wang, Zhaoyue; Huan, Sha; Wu, Limei; Wang, Qingyuan; Liu, Jiajun; Hu, Zegui (2022)

Instant Graph Neural Networks for Dynamic Graphs. - Zheng, Yanping; Wang, Hanzhi; Wei, Zhewei; Liu, Jiajun; Wang, Sibo (CoRR, 2022)

Multi-modal Sensor Data Fusion for In-situ Classification of Animal Behavior Using Accelerometry and GNSS Data. - Arablouei, Reza; Wang, Ziwei; Bishop-Hurley, Greg; Liu, Jiajun (CoRR, 2022)

A Real-time Edge-AI System for Reef Surveys. - Li, Yang; Liu, Jiajun; Kusy, Brano; Marchant, Ross; Do, Brendan; Merz, Torsten; Crosswell, Joey; Steven, Andy; Tychsen-Smith, Lachlan; Ahmedt-Aristizabal, David; Oorloff, Jeremy; Moghadam, Peyman; et al. (CoRR, 2022)

InvisibiliTee: Angle-agnostic Cloaking from Person-Tracking Systems with a Tee. - Li, Yaxian; Zhang, Bingqing; Zhao, Guoping; Zhang, Mingyu; Liu, Jiajun; Wang, Ziwei; Wen, Jirong (CoRR, 2022)

STAR-GNN: Spatial-Temporal Video Representation for Content-based Retrieval. - Zhao, Guoping; Zhang, Bingqing; Zhang, Mingyu; Li, Yaxian; Liu, Jiajun; Wen, Ji-Rong (CoRR, 2022)

Improved Feature Distillation via Projector Ensemble. - Chen, Yudong; Wang, Sen; Liu, Jiajun; Xu, Xuwei; Hoog, Frank de; Huang, Zi (CoRR, 2022)

Point-Syn2Real: Semi-Supervised Synthetic-to-Real Cross-Domain Learning for Object Classification in 3D Point Clouds. - Wang, Ziwei; Arablouei, Reza; Liu, Jiajun; Borges, Paulo; Bishop-Hurley, Greg; Heaney, Nicholas (CoRR, 2022)

Flexible and Deployable Colon Support Structure for Endoluminal Interventions. - Miyasaka, Muneaki; Liu, Jiajun; Cao, Lin; Lai, Wenjie; Li, Xiaoguo; Tiong, Anthony Meng Huat; Lim, Cheng Le Gerald; Quek, Banjamin Wei Jian; Kaan, Huang Leng; Dolgunov, Dmitrii; Ho, Khek Yu; Phee, Soo Jay (IEEE Access, 2021)

Can the Shape of a Planar Pathway Be Estimated Using Proximal Forces of Inserting a Flexible Shaft? - Liu, Jiajun; Cao, Lin; Phee, Soo Jay (Frontiers Robotics AI, 2021)

Spatial and Temporal Characteristics of Urban Tourism Travel by Taxi - A Case Study of Shenzhen. - He, Bing; Liu, Kang; Xue, Zhe; Liu, Jiajun; Yuan, Diping; Yin, Jiyao; Wu, Guohua (ISPRS Int. J. Geo Inf., 2021)

A blockchain-driven cyber-credit evaluation approach for establishing reliable cooperation among unauthentic MSMEs in social manufacturing. - Liu, Jiajun; Jiang, Pingyu (Ind. Manag. Data Syst., 2021)

Full-Dimension Relative Positioning for RFID-Enabled Self-Checkout Services. - Duan, Chunhui; Liu, Jiajun; Ding, Xuan; Li, Zhenhua; Liu, Yunhao (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021)

Pyramid regional graph representation learning for content-based video retrieval. - Zhao, Guoping; Zhang, Mingyu; Li, Yaxian; Liu, Jiajun; Zhang, Bingqing; Wen, Ji-Rong (Inf. Process. Manag., 2021)

Guided Generative Adversarial Neural Network for Representation Learning and Audio Generation Using Fewer Labelled Audio Data. - Haque, Kazi Nazmul; Rana, Rajib; Liu, Jiajun; Hansen, John H. L.; Cummins, Nicholas; Busso, Carlos; Schuller, Björn W. (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Lily results for OAEI 2021. - Zou, Shiyi; Liu, Jiajun; Yang, Zherui; Hu, Yunyan; Wang, Peng (2021)

A novel policy for pre-trained Deep Reinforcement Learning for Speech Emotion Recognition. - Rajapakshe, Thejan; Rana, Rajib; Khalifa, Sara; Schuller, Björn W.; Liu, Jiajun (CoRR, 2021)

The CSIRO Crown-of-Thorn Starfish Detection Dataset. - Liu, Jiajun; Kusy, Brano; Marchant, Ross; Do, Brendan; Merz, Torsten; Crosswell, Joey; Steven, Andy; Heaney, Nic; Richter, Karl von; Tychsen-Smith, Lachlan; Ahmedt-Aristizabal, David; Armin, Mohammad Ali; et al. (CoRR, 2021)

A Manufacturing Network Modeling and Evolution Characterizing Approach for Self-Organization Among Distributed MSMEs Under Social Manufacturing Context. - Liu, Jiajun; Jiang, Pingyu (IEEE Access, 2020)

Sewing up the Wounds: A Robotic Suturing System for Flexible Endoscopy. - Cao, Lin; Li, Xiaoguo; Phan, Phuoc Thien; Tiong, Anthony Meng Huat; Kaan, Hung Leng; Liu, Jiajun; Lai, Wenjie; Huang, Yanpei; Le, Huu Minh; Miyasaka, Muneaki; Ho, Khek Yu; Chiu, Philip Wai Yan; et al. (IEEE Robotics Autom. Mag., 2020)

Geosocial Co-Clustering: A Novel Framework for Geosocial Community Detection. - Kim, Jungeun; Lee, Jae-Gil; Lee, Byung Suk; Liu, Jiajun (ACM Trans. Intell. Syst. Technol., 2020)

Destination-Aware Task Assignment in Spatial Crowdsourcing: A Worker Decomposition Approach. - Zhao, Yan; Zheng, Kai; Li, Yang; Su, Han; Liu, Jiajun; Zhou, Xiaofang (IEEE Trans. Knowl. Data Eng., 2020)

Energy- and Mobility-Aware Scheduling for Perpetual Trajectory Tracking. - Sommer, Philipp; Geissdoerfer, Kai; Jurdak, Raja; Kusy, Branislav; Liu, Jiajun; Zhao, Kun; McKeown, Adam; Westcott, David (IEEE Trans. Mob. Comput., 2020)

Consortium blockchain-driven decentralized organization and operation for manufacturing community in social manufacturing. - Liu, Jiajun; Jiang, Pingyu (2020)

A Three-limb Teleoperated Robotic System with Foot Control for Flexible Endoscopic Surgery. - Huang, Yanpei; Lai, Wenjie; Cao, Lin; Liu, Jiajun; Li, Xiaoguo; Burdet, Etienne; Phee, Soo Jay (CoRR, 2020)

A hybrid prediction approach for road tunnel traffic based on spatial-temporary data fusion. - Yu, Gang; Liu, Jiajun (Appl. Intell., 2019)

RUM: Network Representation Learning Using Motifs. - Yu, Yanlei; Lu, Zhiwu; Liu, Jiajun; Zhao, Guoping; Wen, Ji-Rong (2019)

A Novel Robotic Suturing System for Flexible Endoscopic Surgery. - Cao, Lin; Li, Xiaoguo; Phan, Phuoc Thien; Tiong, Anthony Meng Huat; Liu, Jiajun; Phee, Soo Jay (2019)

Pneumatically Actuated Deployable Tissue Distension Device for NOTES for Colon. - Miyasaka, Muneaki; Liu, Jiajun; Cao, Lin; Phee, Soo Jay (2019)

Unsupervised Adversarial Attacks on Deep Feature-based Retrieval with GAN. - Zhao, Guoping; Zhang, Mingyu; Liu, Jiajun; Wen, Ji-Rong (CoRR, 2019)

An Integrated Approach for Massive Sequential Data Processing in Civil Infrastructure Operation and Maintenance. - Yu, Gang; Liu, Jiajun; Du, Juan; Hu, Min; Sugumaran, Vijayan (IEEE Access, 2018)

A deep cascade of neural networks for image inpainting, deblurring and denoising. - Zhao, Guoping; Liu, Jiajun; Jiang, Jiacheng; Wang, Weiying (Multim. Tools Appl., 2018)

Skip-Connected Deep Convolutional Autoencoder for Restoration of Document Images. - Zhao, Guoping; Liu, Jiajun; Jiang, Jiacheng; Guan, Hua; Wen, Ji-Rong (2018)

Improving Person Re-identification by Body Parts Segmentation Generated by GAN. - Zhao, Guoping; Jiang, Jiacheng; Liu, Jiajun; Yu, Yanlei; Wen, Ji-Rong (2018)

Recent Advance of Hybrid Energy Storage Systems for Electrified Vehicles. - Liu, Jiajun; Dong, Zuomin; Jin, Tianxu; Liu, Li (2018)

Zero-Shot Learning with Sparse Attribute Propagation. - Fei, Nanyi; Liu, Jiajun; Guan, Jiechao; Lu, Zhiwu; Xiang, Tao; Wen, Ji-Rong (CoRR, 2018)

Learning in high-dimensional multimedia data: the state of the art. - Gao, Lianli; Song, Jingkuan; Liu, Xingyi; Shao, Junming; Liu, Jiajun; Shao, Jie (Multim. Syst., 2017)

A framework of credit assurance mechanism for manufacturing services under social manufacturing context. - Liu, Jiajun; Jiang, Pingyu; Leng, Jiewu (2017)

A Novel Framework for Online Sales Burst Prediction. - Chen, Rui; Liu, Jiajun (2017)

Learning in High-Dimensional Multimedia Data: The State of the Art. - Gao, Lianli; Song, Jingkuan; Liu, Xingyi; Shao, Junming; Liu, Jiajun; Shao, Jie (CoRR, 2017)

RUM: network Representation learning throUgh Multi-level structural information preservation. - Yu, Yanlei; Lu, Zhiwu; Liu, Jiajun; Zhao, Guoping; Wen, Ji-Rong; Zheng, Kai (CoRR, 2017)

Finding regions of interest using location based social media. - Shang, Shuo; Guo, Danhuai; Liu, Jiajun; Zheng, Kai; Wen, Ji-Rong (Neurocomputing, 2016)

Multi-view ensemble learning for dementia diagnosis from neuroimaging: An artificial neural network approach. - Liu, Jiajun; Shang, Shuo; Zheng, Kai; Wen, Ji-Rong (Neurocomputing, 2016)

Prediction-based Unobstructed Route Planning. - Shang, Shuo; Guo, Danhuai; Liu, Jiajun; Wen, Ji-Rong (Neurocomputing, 2016)

From the lab into the wild: Design and deployment methods for multi-modal tracking platforms. - Sommer, Philipp; Kusy, Branislav; Jurdak, Raja; Kottege, Navinda; Liu, Jiajun; Zhao, Kun; McKeown, Adam; Westcott, David (Pervasive Mob. Comput., 2016)

A Novel Framework for Online Amnesic Trajectory Compression in Resource-Constrained Environments. - Liu, Jiajun; Zhao, Kun; Sommer, Philipp; Shang, Shuo; Kusy, Brano; Lee, Jae-Gil; Jurdak, Raja (IEEE Trans. Knowl. Data Eng., 2016)

Information Bang for the Energy Buck: Towards Energy- and Mobility-Aware Tracking. - Sommer, Philipp; Liu, Jiajun; Zhao, Kun; Kusy, Branislav; Jurdak, Raja; McKeown, Adam; Westcott, David (2016)

Learning abstract snippet detectors with Temporal embedding in convolutional neural Networks. - Liu, Jiajun; Zhao, Kun; Kusy, Brano; Wen, Ji-Rong; Zheng, Kai; Jurdak, Raja (2016)

A Novel Framework for Online Amnesic Trajectory Compression in Resource-constrained Environments. - Liu, Jiajun; Zhao, Kun; Sommer, Philipp; Shang, Shuo; Kusy, Brano; Lee, Jae-Gil; Jurdak, Raja (CoRR, 2016)

Planning unobstructed paths in traffic-aware spatial networks. - Shang, Shuo; Liu, Jiajun; Zheng, Kai; Lu, Hua; Pedersen, Torben Bach; Wen, Ji-Rong (GeoInformatica, 2015)

Dimension reduction with meta object-groups for efficient image retrieval. - Shang, Shuo; Liu, Jiajun; Zhao, Kun; Yang, Mingrui; Zheng, Kai; Wen, Ji-Rong (Neurocomputing, 2015)

VID Join: Mapping Trajectories to Points of Interest to Support Location-Based Services. - Shang, Shuo; Xie, Kexin; Zheng, Kai; Liu, Jiajun; Wen, Ji-Rong (J. Comput. Sci. Technol., 2015)

An improved matrix factorization model under multidimensional context situation. - Liu, Jiajun; Wang, Ying; Tao, Haiqing (2015)

Bayesian graphic model based user preference prediction for future personalized service provisioning. - Wang, Ying; Li, Peilong; Tao, Haiqing; Meng, Rui; Liu, Jiajun (2015)

Multi-scale population and mobility estimation with geo-tagged Tweets. - Liu, Jiajun; Zhao, Kun; Khan, Saeed; Cameron, Mark A.; Jurdak, Raja (2015)

Interactive Top-k Spatial Keyword queries. - Zheng, Kai; Su, Han; Zheng, Bolong; Shang, Shuo; Xu, Jiajie; Liu, Jiajun; Zhou, Xiaofang (2015)

Bounded Quadrant System: Error-bounded trajectory compression on the go. - Liu, Jiajun; Zhao, Kun; Sommer, Philipp; Shang, Shuo; Kusy, Brano; Jurdak, Raja (2015)

Temporal Embedding in Convolutional Neural Networks for Robust Learning of Abstract Snippets. - Liu, Jiajun; Zhao, Kun; Kusy, Brano; Wen, Ji-Rong; Jurdak, Raja (CoRR, 2015)

On the Influence Propagation of Web Videos. - Liu, Jiajun; Yang, Yi; Huang, Zi; Yang, Yang; Shen, Heng Tao (IEEE Trans. Knowl. Data Eng., 2014)

The Implementation of Spatial Co-location Mining and Its Application for POIs in Beijing. - Cheng, Jing; Liu, Lei; Gao, Yong; Jiang, Dan; Liu, Jiajun; Li, Haoran (2014)

Locations recommendation based on check-in data from Location-Based Social Network. - Jiang, Dan; Guo, Xiao; Gao, Yong; Liu, Jiajun; Li, Haoran; Cheng, Jing (2014)

A geohash-based index for spatial data management in distributed memory. - Liu, Jiajun; Li, Haoran; Gao, Yong; Yu, Hao; Jiang, Dan (2014)

Human Mobility Prediction and Unobstructed Route Planning in Public Transport Networks. - Shang, Shuo; Guo, Danhuai; Liu, Jiajun; Liu, Kuien (2014)

Semi-supervised Feature Analysis for Multimedia Annotation by Mining Label Correlation. - Chang, Xiaojun; Shen, Haoquan; Wang, Sen; Liu, Jiajun; Li, Xue (2014)

Bounded Quadrant System: Error-bounded Trajectory Compression on the Go. - Liu, Jiajun; Zhao, Kun; Sommer, Philipp; Shang, Shuo; Kusy, Brano; Jurdak, Raja (CoRR, 2014)

Multi-scale Population and Mobility Estimation with Geo-tagged Tweets. - Liu, Jiajun; Zhao, Kun; Khan, Saeed; Cameron, Mark A.; Jurdak, Raja (CoRR, 2014)

Understanding Human Mobility from Twitter. - Jurdak, Raja; Zhao, Kun; Liu, Jiajun; AbouJaoude, Maurice; Cameron, Mark A.; Newth, David (CoRR, 2014)

Near-duplicate video retrieval: Current research and future trends. - Liu, Jiajun; Huang, Zi; Cai, Hongyun; Shen, Heng Tao; Ngo, Chong-Wah; Wang, Wei (ACM Comput. Surv., 2013)

Local image tagging via graph regularized joint group sparsity. - Yang, Yang; Huang, Zi; Yang, Yi; Liu, Jiajun; Shen, Heng Tao; Luo, Jiebo (Pattern Recognit., 2013)

A Gram-Based String Paradigm for Efficient Video Subsequence Search. - Huang, Zi; Liu, Jiajun; Cui, Bin; Du, Xiaoyong (IEEE Trans. Multim., 2013)

Determination of Activities of Daily Living of independent living older people using environmentally placed sensors. - Zhang, Qing; Karunanithi, Mohan; Rana, Rajib; Liu, Jiajun (2013)

Presenting diverse location views with real-time near-duplicate photo elimination. - Liu, Jiajun; Huang, Zi; Cheng, Hong; Chen, Yueguo; Shen, Heng Tao; Zhang, Yanchun (2013)

SLA_Driven Adaptive Resource Allocation for Virtualized Servers. - Zhang, Wei; Ruan, Li; Zhu, Mingfa; Xiao, Limin; Liu, Jiajun; Tang, Xiaolan; Mei, Yiduo; Song, Ying; Sun, Yuzhong (IEICE Trans. Inf. Syst., 2012)

Autonomic Resource Allocation in Virtualized Data Centers. - Zhang, Wei; Zhu, Mingfa; Xiao, Limin; Liu, Jiajun; Wu, Qimeng; Song, Ying; Sun, Yuzhong (2012)

Discovering areas of interest with geo-tagged images and check-ins. - Liu, Jiajun; Huang, Zi; Chen, Lei; Shen, Heng Tao; Yan, Zhixian (2012)

Robust cross-media transfer for visual event detection. - Yang, Yang; Yang, Yi; Huang, Zi; Liu, Jiajun; Ma, Zhigang (2012)

Correlation-based retrieval for heavily changed near-duplicate videos. - Liu, Jiajun; Huang, Zi; Shen, Heng Tao; Cui, Bin (ACM Trans. Inf. Syst., 2011)

Efficient Histogram-Based Similarity Search in Ultra-High Dimensional Space. - Liu, Jiajun; Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang (2011)

Effective data co-reduction for multimedia similarity search. - Huang, Zi; Shen, Heng Tao; Liu, Jiajun; Zhou, Xiaofang (2011)

UQMSG Experiments for TRECVID 2011. - Shen, Heng Tao; Shao, Jie; Huang, Zi; Yang, Yang; Song, Jingkuan; Liu, Jiajun; Zhu, Xiaofeng (2011)

CAN-Bus Based Distributed Control System for Hydraulic Turbine Blade Repairing Robot. - Xiang, Kangtai; Sun, Zhenguo; Dai, Hongjun; Chen, Qiang; Liu, Jiajun (2010)

Domain-enhanced analysis of microarray data using GO annotations. - Liu, Jiajun; Hughes-Oliver, Jacqueline M.; Menius, J. Alan, Jr. (Bioinform., 2007)