Zemin Liu

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 68

Top Topics

Proximity Search

Health Monitoring

Graph Representations

Top Venues

Publications

Xingtong Yu, Yuan Fang, Zemin Liu, Yuxia Wu, Zhihao Wen, Jianyuan Bo, Xinming Zhang, Steven C. H. Hoi
Few-Shot Learning on Graphs: from Meta-learning to Pre-training and Prompting. CoRR (2024)
Qiheng Mao, Zemin Liu, Chenghao Liu, Zhuo Li, Jianling Sun
Advancing Graph Representation Learning with Large Language Models: A Comprehensive Survey of Techniques. CoRR (2024)
Weibin Cai, Fanwei Zhu, Zemin Liu, Minghui Wu
HeteroCS: A Heterogeneous Community Search System With Semantic Explanation. SIGIR (2023)
Qingsong Ai, Zemin Liu, Wei Meng, Quan Liu, Shengquan Xie
Machine Learning in Robot-Assisted Upper Limb Rehabilitation: A Focused Review. IEEE Trans. Cogn. Dev. Syst. 15 (4) (2023)
Xingtong Yu, Zhenghao Liu, Yuan Fang, Zemin Liu, Sihong Chen, Xinming Zhang
Generalized Graph Prompt: Toward a Unification of Pre-Training and Downstream Tasks on Graphs. CoRR (2023)
Trung-Kien Nguyen, Zemin Liu, Yuan Fang
Link Prediction on Latent Heterogeneous Graphs. CoRR (2023)
Zemin Liu, Trung-Kien Nguyen, Yuan Fang
On Generalized Degree Fairness in Graph Neural Networks. CoRR (2023)
Zemin Liu, Yuan Fang, Yong Liu, Vincent W. Zheng
Neighbor-Anchoring Adversarial Graph Neural Networks. IEEE Trans. Knowl. Data Eng. 35 (1) (2023)
Qian Wang, Zhen Zhang, Zemin Liu, Shengliang Lu, Bingqiao Luo, Bingsheng He
ETGraph: A Pioneering Dataset Bridging Ethereum and Twitter. CoRR (2023)
Qiheng Mao, Zemin Liu, Chenghao Liu, Jianling Sun
HINormer: Representation Learning On Heterogeneous Information Networks with Graph Transformer. CoRR (2023)
Zemin Liu, Trung-Kien Nguyen, Yuan Fang
On Generalized Degree Fairness in Graph Neural Networks. AAAI (2023)
Zemin Liu, Mingming Bai, Jiacheng He, Xiufang Shi, Jinming Xu
Accurate and Robust State Estimation via Fusion of Visual-Inertial-UWB with Time Synchronization. IECON (2023)
Zemin Liu, Yuan Li, Nan Chen, Qian Wang, Bryan Hooi, Bingsheng He
A Survey of Imbalanced Learning on Graphs: Problems, Techniques, and Future Directions. CoRR (2023)
Xingtong Yu, Zemin Liu, Yuan Fang, Xinming Zhang
Learning to Count Isomorphisms with Graph Neural Networks. CoRR (2023)
Xingtong Yu, Zemin Liu, Yuan Fang, Xinming Zhang
HGPROMPT: Bridging Homogeneous and Heterogeneous Graphs for Few-shot Prompt Learning. CoRR (2023)
Junfeng Fang, Xiang Wang, An Zhang, Zemin Liu, Xiangnan He, Tat-Seng Chua
Cooperative Explanations of Graph Neural Networks. WSDM (2023)
Xingtong Yu, Zemin Liu, Yuan Fang, Xinming Zhang
Learning to Count Isomorphisms with Graph Neural Networks. AAAI (2023)
Zemin Liu, Xingtong Yu, Yuan Fang, Xinming Zhang
GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks. WWW (2023)
Zemin Liu, Xingtong Yu, Yuan Fang, Xinming Zhang
GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks. CoRR (2023)
Mouxiang Chen, Zemin Liu, Chenghao Liu, Jundong Li, Qiheng Mao, Jianling Sun
ULTRA-DP: Unifying Graph Pre-training with Multi-task Graph Dual Prompt. CoRR (2023)
Trung-Kien Nguyen, Zemin Liu, Yuan Fang
Link Prediction on Latent Heterogeneous Graphs. WWW (2023)
Junfeng Fang, Wei Liu, Yuan Gao, Zemin Liu, An Zhang, Xiang Wang, Xiangnan He
Evaluating Post-hoc Explanations for Graph Neural Networks via Robustness Analysis. NeurIPS (2023)
Qiheng Mao, Zemin Liu, Chenghao Liu, Jianling Sun
HINormer: Representation Learning On Heterogeneous Information Networks with Graph Transformer. WWW (2023)
Mouxiang Chen, Chenghao Liu, Zemin Liu, Zhuo Li, Jianling Sun
Identifiability Matters: Revealing the Hidden Recoverable Condition in Unbiased Learning to Rank. CoRR (2023)
Wufei Wu, Bo Fan, Yulei He, Wenbo Li, Wenbin Li, Zemin Liu, Wenbo Wan, Yong Xie
Design of Autonomous Driving Verification Platform Based on Udacity Vehicle Simulator. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta (2022)
Mouxiang Chen, Chenghao Liu, Zemin Liu, Jianling Sun
Scalar is Not Enough: Vectorization-based Unbiased Learning to Rank. CoRR (2022)
Fanwei Zhu, Wendong Xiao, Yao Yu, Ziyi Wang, Zulong Chen, Quan Lu, Zemin Liu, Minghui Wu, Shenghua Ni
Modeling Price Elasticity for Occupancy Prediction in Hotel Dynamic Pricing. CIKM (2022)
Fanwei Zhu, Wendong Xiao, Yao Yu, Ziyi Wang, Zulong Chen, Quan Lu, Zemin Liu, Minghui Wu, Shenghua Ni
Modeling Price Elasticity for Occupancy Prediction in Hotel Dynamic Pricing. CoRR (2022)
Mouxiang Chen, Chenghao Liu, Zemin Liu, Jianling Sun
LBD: Decouple Relevance and Observation for Individual-Level Unbiased Learning to Rank. NeurIPS (2022)
Mouxiang Chen, Chenghao Liu, Zemin Liu, Jianling Sun
Scalar is Not Enough: Vectorization-based Unbiased Learning to Rank. KDD (2022)
Wentao Zhang, Yuan Fang, Zemin Liu, Min Wu, Xinming Zhang
mg2vec: Learning Relationship-Preserving Heterogeneous Graph Representations via Metagraph Embedding. IEEE Trans. Knowl. Data Eng. 34 (3) (2022)
Zemin Liu, Qiheng Mao, Chenghao Liu, Yuan Fang, Jianling Sun
On Size-Oriented Long-Tailed Graph Classification of Graph Neural Networks. WWW (2022)
Zemin Liu, Yuan Fang, Yong Liu, Vincent W. Zheng
Neighbor-Anchoring Adversarial Graph Neural Networks (Extended Abstract). ICDE (2022)
Zemin Liu, Yuan Fang, Chenghao Liu, Steven C. H. Hoi
Node-wise Localization of Graph Neural Networks. IJCAI (2021)
Zhihao Wen, Yuan Fang, Zemin Liu
Meta-Inductive Node Classification across Graphs. SIGIR (2021)
Jiachen Zhang, Ziyu Ren, Wenqi Hu, Ren Hao Soon, Immihan Ceren Yasa, Zemin Liu, Metin Sitti
Voxelated three-dimensional miniature magnetic soft machines via multimaterial heterogeneous assembly. Sci. Robotics 6 (53) (2021)
Zemin Liu, Yuan Fang, Chenghao Liu, Steven C. H. Hoi
Node-wise Localization of Graph Neural Networks. CoRR (2021)
Zemin Liu, Trung-Kien Nguyen, Yuan Fang
Tail-GNN: Tail-Node Graph Neural Networks. KDD (2021)
Zhihao Wen, Yuan Fang, Zemin Liu
Meta-Inductive Node Classification across Graphs. CoRR (2021)
Canghong Jin, Dongkai Chen, Zhiwei Lin, Zemin Liu, Minghui Wu
How do you visit: Identifying addicts from large-scale transit records via scenario deep embedding. GeoInformatica 25 (4) (2021)
Xuanqi Yu, Wei Meng, Zemin Liu, Qingsong Ai, Quan Liu
Multi-objective Trajectory Optimization of Redundant Manipulator for Patient Assistance. M2VIP (2021)
Zemin Liu, Yuan Fang, Chenghao Liu, Steven C. H. Hoi
Relative and Absolute Location Embedding for Few-Shot Node Classification on Graph. AAAI (2021)
Yu-Pin Hsu, Zemin Liu, Mona Mostafa Hella
A 12.3-μW 0.72-mm² Fully Integrated Front-End IC for Arterial Pulse Waveform and ExG Recording. IEEE J. Solid State Circuits 55 (10) (2020)
Zemin Liu, Wentao Zhang, Yuan Fang, Xinming Zhang, Steven C. H. Hoi
Towards Locality-Aware Meta-Learning of Tail Node Embeddings on Networks. CIKM (2020)
Zemin Liu, Yu-Pin Hsu, Mona Mostafa Hella
A Thermal/RF Hybrid Energy Harvesting System With Rectifying-Combination and Improved Fractional-OCV MPPT Method. IEEE Trans. Circuits Syst. (10) (2020)
Zemin Liu, Bohan Chen, Shuzhang Liang, Yingchun Guan, Li Wen, Jiaqi Liu, He Wang, Xiao Yu, Kang Yang, Wenbo Liu, Shilin Nie, Wenguang Sun, Zhexin Xie
A 1 mm-Thick Miniatured Mobile Soft Robot With Mechanosensation and Multimodal Locomotion. IEEE Robotics Autom. Lett. 5 (2) (2020)
Canghong Jin, Ting Tao, Xianzhe Luo, Zemin Liu, Minghui Wu
S2N2: An Interpretive Semantic Structure Attention Neural Network for Trajectory Classification. IEEE Access 8 (2020)
Yu-Pin Hsu, Zemin Liu, Mona Mostafa Hella
Active Area Biosignal Acquisition System With a 40-320 Hz Duty-Cycle Controlled Filter. IEEE Trans. Circuits Syst. I Regul. Pap. (1) (2020)
Yu-Pin Hsu, Zemin Liu, Mona Mostafa Hella
A 10 $\mu \mathrm{W}-74.6\mathrm{dB}$ THD Arterial Pulse Waveform Sensing System with Automatic Bridge-Offset Calibration and Super Class-AB Output Stage. A-SSCC (2019)
Zemin Liu, Qingsong Ai, Yaojie Liu, Jie Zuo, Xiong Zhang, Wei Meng, Shane S. Q. Xie
An Optimal Motion Planning Method of 7-DOF Robotic Arm for Upper Limb Movement Assistance. AIM (2019)
Xi Fang, Zemin Liu, Yufei Hao, Hui Yang, Jiaqi Liu, Zhexin Xie, Li Wen
A Soft Actuator with Tunable Mechanical Configurations for Object Grasping Based on Sensory Feedback. RoboSoft (2019)
Zheyuan Gong, Bohan Chen, Jiaqi Liu, Xi Fang, Zemin Liu, Tianmiao Wang, Li Wen
An Opposite-Bending-and-Extension Soft Robotic Manipulator for Delicate Grasping in Shallow Water. Frontiers Robotics AI 6 (2019)
Zemin Liu, Yu-Pin Hsu, Mona Mostafa Hella
An Improved OCV-Based MPPT Method Targeting Higher Average Efficiency in Thermal/Solar Energy Harvesters. MWSCAS (2019)
Xiong Zhang, Jiwei Hu, Zemin Liu
Fuzzy Adaptive Internal Model Control for a Pneumatic Muscle Actuator. ICMLC (2019)
Yu-Pin Hsu, Zemin Liu, Mona Mostafa Hella
A 1.8 µW -65 dB THD ECG Acquisition Front-End IC Using a Bandpass Instrumentation Amplifier With Class-AB Output Configuration. IEEE Trans. Circuits Syst. II Express Briefs (12) (2018)
Zemin Liu, Vincent W. Zheng, Zhou Zhao, Fanwei Zhu, Kevin Chen-Chuan Chang, Minghui Wu, Jing Ying
Distance-Aware DAG Embedding for Proximity Search on Heterogeneous Graphs. AAAI (2018)
Zemin Liu, Vincent W. Zheng, Zhou Zhao, Hongxia Yang, Kevin Chen-Chuan Chang, Minghui Wu, Jing Ying
Subgraph-augmented Path Embedding for Semantic User Search on Heterogeneous Social Network. WWW (2018)
Yufei Hao, Zemin Liu, Zhexin Xie, Xi Fang, Tianmiao Wang, Li Wen
A Variable Degree-of-Freedom and Self-Sensing Soft Bending Actuator Based on Conductive Liquid Metal and Thermoplastic Polymer Composites. IROS (2018)
Zemin Liu, Yu-Pin Hsu, Bassem Fahs, Mona Mostafa Hella
An RF-DC Converter IC With On-Chip Adaptive Impedance Matching and 307- $\mu$ W Peak Output Power for Health Monitoring Applications. IEEE Trans. Very Large Scale Integr. Syst. 26 (8) (2018)
Zemin Liu, Vincent W. Zheng, Zhou Zhao, Zhao Li, Hongxia Yang, Minghui Wu, Jing Ying
Interactive Paths Embedding for Semantic Proximity Search on Heterogeneous Graphs. KDD (2018)
Xingbang Yang, Yufeng Chen, Dylan K. Wainwright, Christopher P. Kenaley, Zheyuan Gong, Zemin Liu, Huan Liu, Juan Guan, Tianmiao Wang, James C. Weaver, Robert J. Wood, Li Wen
A biorobotic adhesive disc for underwater hitchhiking inspired by the remora suckerfish. Sci. Robotics 2 (10) (2017)
Jia Wang, Vincent W. Zheng, Zemin Liu, Kevin Chen-Chuan Chang
Topological Recurrent Neural Network for Diffusion Prediction. ICDM (2017)
Jia Wang, Vincent W. Zheng, Zemin Liu, Kevin Chen-Chuan Chang
Topological Recurrent Neural Network for Diffusion Prediction. CoRR (2017)
Zemin Liu, Vincent W. Zheng, Zhou Zhao, Fanwei Zhu, Kevin Chen-Chuan Chang, Minghui Wu, Jing Ying
Semantic Proximity Search on Heterogeneous Graph by Proximity Embedding. AAAI (2017)
Zhengguo Zhu, Mingxing He, Rongqi Liu, Zemin Liu
应用于认知无线电频谱预测的小波神经网络模型 (Wavelet Neural Network Model for Cognitive Radio Spectrum Prediction). 计算机科学 44 (12) (2017)
Zemin Liu, Yu-Pin Hsu, Mona Mostafa Hella
An RF powering system with adaptive impedance matching for individual health monitoring applications. EMBC (2016)
Yu-Pin Hsu, Zemin Liu, Mona Mostafa Hella
A low-power adjustable bandwidth biomedical signals acquisition SoC for continuous health monitoring system. ISCAS (2016)
Yu-Pin Hsu, Zemin Liu, Mona Mostafa Hella
An ultra low-power front-end IC for wearable health monitoring system. EMBC (2016)
Zemin Liu, Wei Zong
Complicated Graphics Model based on Neural Network of Particle Swarm. J. Multim. 9 (3) (2014)
Zemin Liu, Wei Zong
Image Retrieval via Relevance Vector Machine with Multiple Features. J. Multim. 9 (5) (2014)
Zemin Liu, Wei Zong
Image Classification Optimization Algorithm based on SVM. J. Multim. 8 (5) (2013)
Xin Nie, Jianhua Zhang, Zemin Liu, Ping Zhang
Experimental investigation of MIMO relay channels statistics and capacity based on wideband outdoor measurements at 2.35 GHz. Sci. China Inf. Sci. 54 (9) (2011)
Yi Liu, Jianhua Zhang, Xiaofan Li, Zemin Liu
Cooperative Beamforming Based Selection and Power Allocation for Relay Networks. VTC Fall (2010)
Jingqun Song, Jiantao Xue, Zhiyong Feng, Ping Zhang, Zemin Liu
Optimal Cooperative Spectrum Sensing Strategies in Cognitive Radio Networks. VTC Spring (2010)
Xin Nie, Jianhua Zhang, Zemin Liu, Ping Zhang, Zhiyong Feng
Experimental Investigation of MIMO Relay Transmission Based on Wideband Outdoor Measurements at 2.35 GHz. WCNC (2010)
Yi Liu, Jianhua Zhang, Wei Xu, Zemin Liu
Statistical assessment of selection-based dual-hop semi-blind amplify-and-forward cooperative networks. J. Zhejiang Univ. Sci. C 11 (10) (2010)
Jingqun Song, Zhiyong Feng, Dian Fan, Jiantao Xue, Zemin Liu
Optimal Parameters for Cooperative Spectrum Sensing in Cognitive Radio Systems. WCNC (2010)
Yi Wang, Lihua Li, Ping Zhang, Zemin Liu
DFT-Based Channel Estimation with Symmetric Extension for OFDMA Systems. EURASIP J. Wirel. Commun. Netw. 2009 (2009)
Yi Wang, Lihua Li, Ping Zhang, Zemin Liu, Ping Wu
Blind Maximum Doppler Frequency Estimation for OFDM Based Communication Systems. IEICE Trans. Commun. (6) (2009)
Yuhan Jin, Hui Tian, Zemin Liu
Decentralized Approach for Distributed Service Environments. CCNC (2008)
Xin Nie, Jianhua Zhang, Yu Zhang, Guangyi Liu, Zemin Liu
An Experimental Investigation of Wideband MIMO Channel Based on Indoor Hotspot NLOS Measurements at 2.35GHz. GLOBECOM (2008)
Yuhan Jin, Hui Tian, Zemin Liu
An Optimal Satisfaction Model for Universal Service Terminal System. VTC Fall (2008)
Yi Wang, Lihua Li, Ping Zhang, Zemin Liu
Optimal Threshold for Channel Estimation in MIMO-OFDM System. ICC (2008)
Yi Wang, Lihua Li, Ping Zhang, Zemin Liu, Mingyu Zhou
A New Noise Variance Estimation Algorithm for Multiuser OFDM Systems. PIMRC (2007)
Yuping Yan, Zemin Liu
Space-time blind adaptive multiuser detection in antenna array CDMA systems. ISCAS (1) (2002)
Yuping Yan, Zemin Liu
A new blind signature waveform estimation approach in antenna array CDMA systems. ISCAS (1) (2002)
Lianyuan Li, Zemin Liu, Zheng Zhou
A Hopfield Neural Network Flow Classifier in IP Switching. IJCNN (5) (2000)
Gang Lin, Zemin Liu
The application of multiwavelet transform to image coding. IEEE Trans. Image Process. 9 (2) (2000)
Gang Lin, Zemin Liu
3D wavelet video codec and its rate control in ATM network. ISCAS (4) (1999)
Liang Zhang, Zemin Liu
A dynamic neural estimator for admission control in ATM network. IJCNN (1999)
Gang Lin, Zemin Liu
The application of multiwavelet transform to image coding. ICECS (1999)
Shenghong Li, Zemin Liu
A general CAC approach using novel ant algorithm training based neural network. IJCNN (1999)
Hua Nan, Zemin Liu
Neural network-based real-time dynamic nonhierarchical network routing for B-ISDN. ICNN (1997)
Zhifeng Jiang, Zemin Liu, Feng Lu
An optimizing FAMLB rules algorithm for traffic control in ATM communication networks. ICNN (1997)
Long Zhao, Zemin Liu
A genetic algorithm for reinforcement learning. ICNN (1996)
Qilian Liang, Zheng Zhou, Zemin Liu
A new approach to global minimum and its applications in blind equalization. ICNN (1996)
Xiaozhong Li, Shuo Bai, Zemin Liu
An Algorithm for Self-Learning and Self-Completing Fuzzy Control Rules. Informatica (Slovenia) 19 (3) (1995)
Long Zhao, Zemin Liu
Reinforcement learning method for DEDS supervision. ICNN (1995)