Jiamin Chen

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 58

Top Topics

Multivariate Time Series

Neural Architecture

Expression Recognition

Spatiotemporal Features

Top Venues

Knowl. Inf. Syst.

Publications

Raeed Al-Sabri, Jianliang Gao, Jiamin Chen, Oloulade Babatounde Moctard, Tengfei Lyu
AutoTGRL: an automatic text-graph representation learning framework. Neural Comput. Appl. 36 (8) (2024)
Tiannan Wang, Jiamin Chen, Qingrui Jia, Shuai Wang, Ruoyu Fang, Huilin Wang, Zhaowei Gao, Chunzhao Xie, Chuou Xu, Jihong Dai, Yibin Liu, Jialong Wu, Shengwei Ding, Long Li, Zhiwei Huang, Xinle Deng, Teng Yu, Gangan Ma, Han Xiao, Zixin Chen, Danjun Xiang, Yunxia Wang, Yuanyuan Zhu, Yi Xiao, Jing Wang, Yiru Wang, Siran Ding, Jiayang Huang, Jiayi Xu, Yilihamu Tayier, Zhenyu Hu, Yuan Gao, Chengfeng Zheng, Yueshu Ye, Yihang Li, Lei Wan, Xinyue Jiang, Yujie Wang, Siyu Cheng, Zhule Song, Xiangru Tang, Xiaohua Xu, Ningyu Zhang, Huajun Chen, Yuchen Eleanor Jiang, Wangchunshu Zhou
Weaver: Foundation Models for Creative Writing. CoRR (2024)
Jiamin Chen, Xuhong Li, Yanwu Xu, Mengnan Du, Haoyi Xiong
Explanations of Classifiers Enhance Medical Image Segmentation via End-to-end Pre-training. CoRR (2024)
Zhenpeng Wu, Jiamin Chen, Raeed Al-Sabri, Oloulade Babatounde Moctard, Jianliang Gao
Adaptive graph contrastive learning with joint optimization of data augmentation and graph encoder. Knowl. Inf. Syst. 66 (3) (2024)
Jiamin Chen, Yi Jiang, Tianqi Zheng
Unraveling the Double-Edged Sword Effect of AI Transparency on Algorithmic Acceptance. PACIS (2024)
Jianliang Gao, Zhenpeng Wu, Raeed Al-Sabri, Babatounde Moctard Oloulade, Jiamin Chen
AutoDDI: Drug-Drug Interaction Prediction With Automated Graph Neural Network. IEEE J. Biomed. Health Informatics 28 (3) (2024)
Teng Xu, Jiamin Chen, Peng Chen, Youjia Zhang, Junqing Yu, Wei Yang
TIGER: Text-Instructed 3D Gaussian Retrieval and Coherent Editing. CoRR (2024)
Yili Wang, Jiamin Chen, Qiutong Li, Changlong He, Jianliang Gao
Graph neural architecture search with heterogeneous message-passing mechanisms. Knowl. Inf. Syst. 66 (7) (2024)
Jiamin Chen, Jianliang Gao, Zhenpeng Wu, Raeed Al-Sabri, Babatounde Moctard Oloulade
Decoupled differentiable graph neural architecture search. Inf. Sci. 673 (2024)
Shuxiang Zhao, Junqi Gao, Jiamin Chen, Lindong Pan
Residual Magnetic Field Testing System with Tunneling Magneto-Resistive Arrays for Crack Inspection in Ferromagnetic Pipes. Sensors 24 (11) (2024)
Haoyi Xiong, Xuhong Li, Xiaofei Zhang, Jiamin Chen, Xinhao Sun, Yuchen Li, Zeyi Sun, Mengnan Du
Towards Explainable Artificial Intelligence (XAI): A Data Mining Perspective. CoRR (2024)
Raeed Al-Sabri, Jianliang Gao, Jiamin Chen, Babatounde Moctard Oloulade, Zhenpeng Wu
AutoAMS: Automated attention-based multi-modal graph learning architecture search. Neural Networks 179 (2024)
Wangchunshu Zhou, Yixin Ou, Shengwei Ding, Long Li, Jialong Wu, Tiannan Wang, Jiamin Chen, Shuai Wang, Xiaohua Xu, Ningyu Zhang, Huajun Chen, Yuchen Eleanor Jiang
Symbolic Learning Enables Self-Evolving Agents. CoRR (2024)
Jianliang Gao, Jiamin Chen, Babatounde Moctard Oloulade, Raeed Al-Sabri, Tengfei Lyu, Ji Zhang, Zhao Li
CommGNAS: Unsupervised Graph Neural Architecture Search for Community Detection. IEEE Trans. Emerg. Top. Comput. 12 (2) (2024)
Jianliang Gao, Moctard Babatounde Oloulade, Raeed Al-Sabri, Jiamin Chen, Tengfei Lyu, Zhenpeng Wu
Graph neural architecture prediction. Knowl. Inf. Syst. 66 (1) (2024)
Jiamin Chen, Jianlou Si, Naihao Liu, Yao Wu, Li Niu, Chen Qian
Object Part Parsing with Hierarchical Dual Transformer. ACM Multimedia (2023)
Jianliang Gao, Raeed Al-Sabri, Moctard Babatounde Oloulade, Jiamin Chen, Tengfei Lyu, Zhenpeng Wu
GM2NAS: multitask multiview graph neural architecture search. Knowl. Inf. Syst. 65 (10) (2023)
Shu Liu, Jiaheng Wang, Jiamin Chen, Jianliang Gao, Yuhui Zhong
TemDep: Temporal Dependency Priority for Multivariate Time Series Prediction. CIKM (2023)
Babatounde Moctard Oloulade, Jianliang Gao, Jiamin Chen, Raeed Al-Sabri, Zhenpeng Wu
Cancer drug response prediction with surrogate modeling-based graph neural architecture search. Bioinform. 39 (8) (2023)
Yuhui Zhong, Jiamin Chen, Jianliang Gao, Jiaheng Wang, Quan Wan
DTSRN: Dynamic Temporal Spatial Relation Network for Stock Ranking Recommendation. ICONIP (11) (2023)
Jianliang Gao, Changlong He, Jiamin Chen, Qiutong Li, Yili Wang
Decoupled Graph Neural Architecture Search with Variable Propagation Operation and Appropriate Depth. SSDBM (2023)
Jiamin Chen, Jianliang Gao, Tengfei Lyu, Oloulade Babatounde Moctard, Xiaohua Hu
AutoMSR: Auto Molecular Structure Representation Learning for Multi-label Metabolic Pathway Prediction. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (6) (2023)
Yili Wang, Jiamin Chen, Qiutong Li, Changlong He, Jianliang Gao
MSLS: Meta-graph Search with Learnable Supernet for Heterogeneous Graph Neural Networks. SSDBM (2023)
Xuhong Li, Mengnan Du, Jiamin Chen, Yekun Chai, Himabindu Lakkaraju, Haoyi Xiong
: A Unified XAI Benchmark for Faithfulness Evaluation of Feature Attribution Methods across Metrics, Modalities and Models. NeurIPS (2023)
Jiamin Chen, Xuhong Li, Junting Xi, Lei Yu, Haoyi Xiong
Rare Codes Count: Mining Inter-code Relations for Long-tail Clinical Text Classification. ClinicalNLP@ACL (2023)
Raeed Al-Sabri, Jianliang Gao, Jiamin Chen, Moctard Babatounde Oloulade, Tengfei Lyu
Multi-View Graph Neural Architecture Search for Biomedical Entity and Relation Extraction. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (2) (2023)
Oloulade Babatounde Moctard, Jianliang Gao, Jiamin Chen, Raeed Al-Sabri, Tengfei Lyu
Neural predictor-based automated graph classifier framework. Mach. Learn. 112 (4) (2023)
Jiamin Chen, Xuhong Li, Lei Yu, Dejing Dou, Haoyi Xiong
Beyond Intuition: Rethinking Token Attributions inside Transformers. Trans. Mach. Learn. Res. 2023 (2023)
Lin Cheng, Yue Jiang, Chunhui Ma, Jie Yang, Jiamin Chen, Shuai Yuan, Zengguang Xu
A Safety Monitoring Method for Anchor Cable Prestress During Slope Construction Based on Spatial Clustering and a Bayesian Panel Vector Autoregression Model. IEEE Access 11 (2023)
Minjie Zhu, Peng Wang, Lei Ma, Haibo Lu, Ying Yu, Yiming Chen, Ting Gao, Qi Lin, Jiamin Chen
Research on the Practical Application of RPA Robot for Automatic Intelligent Investment Statistics in PIS System. AIBDF (2023)
Jiamin Chen, Zhenpeng Wu, Jianliang Gao, Xiaohua Hu
Glycan Immunogenicity Prediction with Efficient Automatic Graph Neural Network. BIBM (2022)
Xiangyue Liu, Xinqi Lyu, Xiangchi Zhang, Jianliang Gao, Jiamin Chen
Memory Augmented Graph Learning Networks for Multivariate Time Series Forecasting. CIKM (2022)
Siguang Chen, Jiamin Chen, Yifeng Miao, Qian Wang, Chuanxin Zhao
Deep Reinforcement Learning-Based Cloud-Edge Collaborative Mobile Computation Offloading in Industrial Networks. IEEE Trans. Signal Inf. Process. over Networks 8 (2022)
Xinqi Lyu, Yibo Chen, Jiamin Chen, Xiangyue Liu, Jianliang Gao
Spatio-Temporal Based Architecture Topology Search for Multivariate Time Series Prediction. Big Data (2022)
Jiamin Chen, Jianliang Gao, Yibo Chen, Oloulade Babatounde Moctard, Tengfei Lyu, Zhao Li
Auto-GNAS: A Parallel Graph Neural Architecture Search Framework. IEEE Trans. Parallel Distributed Syst. 33 (11) (2022)
Jiamin Chen, Mingchen Wang, Shang Jiang, Bin Huang, Hongbo Sun
Learning Spatiotemporal Features for Video Semantic Segmentation Using 3D Convolutional Neural Networks. ISCSIC (2022)
Yue Fei, Fan Chen, Lifang He, Jiamin Chen, Yuexing Hao, Xia Li, Guiqing Liu, Qinqun Chen, Li Li, Hang Wei
Intelligent classification of antenatal cardiotocography signals via multimodal bidirectional gated recurrent units. Biomed. Signal Process. Control. 78 (2022)
Naihao Liu, Jiamin Chen, Hao Wu, Fangyu Li, Jinghuai Gao
Microseismic First-Arrival Picking Using Fine-Tuning Feature Pyramid Networks. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Jiamin Chen, Jianliang Gao, Yibo Chen, Moctard Babatounde Oloulade, Tengfei Lyu, Zhao Li
GraphPAS: Parallel Architecture Search for Graph Neural Networks. SIGIR (2021)
Jiamin Chen, Jianliang Gao, Yibo Chen, Oloulade Babatounde Moctard, Tengfei Lyu, Zhao Li
GraphPAS: Parallel Architecture Search for Graph Neural Networks. CoRR (2021)
Jiamin Chen, Jianguo Hu, Shiren Li
Learning to locate for fine-grained image recognition. Comput. Vis. Image Underst. 206 (2021)
Jiamin Chen, Jianliang Gao, Tengfei Lyu, Oloulade Babatounde Moctard, Xiaohua Hu
Multi-label Metabolic Pathway Prediction with Auto Molecular Structure Representation Learning. BIBM (2021)
Zhenxi Liu, Jiamin Chen, Xudong Zou
Modeling the Piezoelectric Cantilever Resonator with Different Width Layers. Sensors 21 (1) (2021)
Linhuai Tang, Zhihong Huang, Gang Cai, Yong Zheng, Jiamin Chen
A Novel Reduction Circuit Based on Binary Tree Path Partition on FPGAs. Algorithms 14 (2) (2021)
Linhuai Tang, Gang Cai, Yong Zheng, Jiamin Chen
A Resource and Performance Optimization Reduction Circuit on FPGAs. IEEE Trans. Parallel Distributed Syst. 32 (2) (2021)
Tianyang Cao, Chang Liu, Jiamin Chen, Li Gao
Nonfrontal and Asymmetrical Facial Expression Recognition Through Half-Face Frontalization and Pyramid Fourier Frequency Conversion. IEEE Access 9 (2021)
Shaohui Chen, Ningyu Yang, Jiamin Chen, Qiuyu Zheng
A Novel Approach for Understanding Primary Mathematical Problems Described in Natural Language. ICIAI (2020)
Yue Fei, Xiaoqian Huang, Qinqun Chen, Jiamin Chen, Li Li, Jiaming Hong, Zhifeng Hao, Hang Wei
Automatic Classification of Antepartum Cardiotocography Using Fuzzy Clustering and Adaptive Neuro -Fuzzy Inference System. BIBM (2020)
Sheng Bi, Xiya Cheng, Jiamin Chen, Guilin Qi, Meng Wang, Youyong Zhou, Lusheng Wang
Dispute Generation in Law Documents via Joint Context and Topic Attention. JIST (2019)
Yuzhe Ma, Subhendu Roy, Jin Miao, Jiamin Chen, Bei Yu
Cross-Layer Optimization for High Speed Adders: A Pareto Driven Machine Learning Approach. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38 (12) (2019)
Liangkai Liu, Jiamin Chen, Marco Brocanelli, Weisong Shi
E2M: an energy-efficient middleware for computer vision applications on autonomous mobile robots. SEC (2019)
Qingqing Chang, Weijiao Li, Jiamin Chen
Application of Machine Learning Methods for Material Classification with Multi-energy X-Ray Transmission Images. ICAIS (1) (2019)
Linhuai Tang, Gang Cai, Tao Yin, Yong Zheng, Jiamin Chen
A Resource Consumption and Performance Overhead Optimized Reduction Circuit on FPGAs. FPT (2019)
Dongmei Ai, Xiaoxin Li, Hongfei Pan, Jiamin Chen, Jacob A. Cram, Li C. Xia
Explore mediated co-varying dynamics in microbial community using integrated local similarity and liquid association analysis. BMC Genom. 20 (S2) (2019)
Yi-Wen Xue, Jing Liu, Jiamin Chen, Yun-Tao Zhang, Renhua Cao
Feature Grouping Based On Ga And L-Gem For Human Activity Recognition. ICMLC (2018)
Yuzhe Ma, Subhendu Roy, Jin Miao, Jiamin Chen, Bei Yu
Cross-layer Optimization for High Speed Adders: A Pareto Driven Machine Learning Approach. CoRR (2018)
Jiamin Chen, Qi Zhu, Su Zhao
Interference Management Algorithm Based on Coalitional Game for Energy-Harvesting Small Cells. KSII Trans. Internet Inf. Syst. 11 (9) (2017)
Jiamin Chen, Yihuang Lin, Rui Gong, Jiming Guo, Xiangxiang Zeng, Juan Liu
Embedded Based Miniaturized Universal Electrochemical Sensing Platform. J. Sensors 2016 (2016)
Qingqing Chang, Jiamin Chen
Fusion of backscatter and transmission images based on multi-scale image decomposition. ICAILP (2014)