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Chenxi Sun
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2020 – today
- 2024
- [j20]Chenxi Sun, Zhi-Ping Liu:
Discovering explainable biomarkers for breast cancer anti-PD1 response via network Shapley value analysis. Comput. Methods Programs Biomed. 257: 108481 (2024) - [j19]Chenxi Sun
, Hongyan Li
Time pattern reconstruction for classification of irregularly sampled time series. Pattern Recognit. 147: 110075 (2024) - [j18]Chenxi Sun
A Systematic Review of Echo State Networks From Design to Application. IEEE Trans. Artif. Intell. 5(1): 23-37 (2024) - [j17]Chenxi Sun
A Data-Driven Approach for Optimizing Early-Stage Electric Vehicle Charging Station Placement. IEEE Trans. Ind. Informatics 20(10): 11500-11510 (2024) - [j16]Huanyu Yan
Optimal Pricing and Charging Strategy Design for Non-Cooperative Battery Swapping Stations. IEEE Trans. Mob. Comput. 23(12): 13573-13588 (2024) - [j15]Chenxi Sun
A Ranking-Based Cross-Entropy Loss for Early Classification of Time Series. IEEE Trans. Neural Networks Learn. Syst. 35(8): 11194-11203 (2024) - [c23]Chenxi Sun, Hongzhi Zhang, Zijia Lin, Jingyuan Zhang, Fuzheng Zhang, Zhongyuan Wang, Bin Chen, Chengru Song, Di Zhang, Kun Gai, Deyi Xiong:
Decoding at the Speed of Thought: Harnessing Parallel Decoding of Lexical Units for LLMs. LREC/COLING 2024: 4476-4487 - [c22]Chenxi Sun, Hongyan Li, Yaliang Li, Shenda Hong:
TEST: Text Prototype Aligned Embedding to Activate LLM's Ability for Time Series. ICLR 2024 - [c21]Chenxi Sun, Xiaoying Tang, Jianwei Huang:
Strategic V2G Trading in Local Energy Market Considering Minimum Energy Requirement. SmartGridComm 2024: 226-231 - [i16]Chenxi Sun, Hongyan Li, Moxian Song, Derun Cai, Shenda Hong:
Curriculum Design Helps Spiking Neural Networks to Classify Time Series. CoRR abs/2401.10257 (2024) - [i15]Pengju Zhang, Chenxi Sun, Jianwei Zhang, Hong Guo:
Identity information based on human magnetocardiography signals. CoRR abs/2403.13820 (2024) - [i14]Chenxi Sun, Hongyan Li, Yaliang Li, Shenda Hong:
Review of Data-centric Time Series Analysis from Sample, Feature, and Period. CoRR abs/2404.16886 (2024) - [i13]Chenxi Sun, Hongzhi Zhang, Zijia Lin, Jingyuan Zhang, Fuzheng Zhang, Zhongyuan Wang, Bin Chen, Chengru Song, Di Zhang, Kun Gai, Deyi Xiong:
Decoding at the Speed of Thought: Harnessing Parallel Decoding of Lexical Units for LLMs. CoRR abs/2405.15208 (2024) - [i12]Jun Li, Aaron Aguirre, Junior Moura, Che Liu, Lanhai Zhong, Chenxi Sun, Gari Clifford, M. Brandon Westover, Shenda Hong:
An Electrocardiogram Foundation Model Built on over 10 Million Recordings with External Evaluation across Multiple Domains. CoRR abs/2410.04133 (2024) - 2023
- [j14]Chenxi Sun
Adaptive model training strategy for continuous classification of time series. Appl. Intell. 53(15): 18821-18839 (2023) - [j13]Moxian Song
SPL-LDP: a label distribution propagation method for semi-supervised partial label learning. Appl. Intell. 53(18): 20785-20796 (2023) - [j12]Chenxi Sun
Continuous diagnosis and prognosis by controlling the update process of deep neural networks. Patterns 4(2): 100687 (2023) - [j11]Chenxi Sun
AI-Enabled Consensus Algorithm in Human-Centric Collaborative Computing for Internet of Vehicle. Symmetry 15(6): 1264 (2023) - [c20]Yi Zhong
EE-TTS: Emphatic Expressive TTS with Linguistic Information. INTERSPEECH 2023: 4873-4877 - [c19]Chenxi Sun:
How Much Energy Do Bounded Rational Participants Share in Vehicle-to-Grid (V2G)? ISGT EUROPE 2023: 1-5 - [c18]Chenxi Sun, Chao Huang, Biying Shou, Jianwei Huang:
Federated Learning in Competitive EV Charging Market. ISGT EUROPE 2023: 1-5 - [c17]Jiwei Zhang, Chenxi Sun, Xiaoying Tang:
Optimizing Pricing and Charging Strategy for Electric Taxis Considering Credit Mechanism. SmartGridComm 2023: 1-6 - [i11]Yi Zhong, Chen Zhang, Xule Liu, Chenxi Sun, Weishan Deng, Haifeng Hu, Zhongqian Sun:
EE-TTS: Emphatic Expressive TTS with Linguistic Information. CoRR abs/2305.12107 (2023) - [i10]Chenxi Sun, Yaliang Li, Hongyan Li, Shenda Hong:
TEST: Text Prototype Aligned Embedding to Activate LLM's Ability for Time Series. CoRR abs/2308.08241 (2023) - [i9]Chenxi Sun, Chao Huang, Biying Shou, Jianwei Huang:
Federated Learning in Competitive EV Charging Market. CoRR abs/2310.08794 (2023) - [i8]Chenxi Sun, Hongyan Li, Moxian Song, Derun Cai, Shenda Hong:
Curricular and Cyclical Loss for Time Series Learning Strategy. CoRR abs/2312.15853 (2023) - 2022
- [j10]Moxian Song, Chenxi Sun
Classifying vaguely labeled data based on evidential fusion. Inf. Sci. 583: 159-173 (2022) - [j9]Moxian Song, Hongyan Li, Chenxi Sun
Dlsa: Semi-supervised partial label learning via dependence-maximized label set assignment. Inf. Sci. 609: 1169-1180 (2022) - [j8]Zishuang Zhang, Chenxi Sun, Zhi-Ping Liu
Discovering biomarkers of hepatocellular carcinoma from single-cell RNA sequencing data by cooperative games on gene regulatory network. J. Comput. Sci. 65: 101881 (2022) - [c16]Derun Cai, Moxian Song, Chenxi Sun
Deep Ordinal Neural Network for Length of Stay Estimation in the Intensive Care Units. CIKM 2022: 3843-3847 - [c15]Chenxi Sun
Confidence-Guided Learning Process for Continuous Classification of Time Series. CIKM 2022: 4525-4529 - [c14]Derun Cai, Moxian Song, Chenxi Sun
Hypergraph Structure Learning for Hypergraph Neural Networks. IJCAI 2022: 1923-1929 - [c13]Derun Cai, Chenxi Sun, Moxian Song, Baofeng Zhang, Shenda Hong, Hongyan Li:
Hypergraph Contrastive Learning for Electronic Health Records. SDM 2022: 127-135 - [c12]Yen-hsiu Chou, Shenda Hong, Chenxi Sun
GRP-FED: Addressing Client Imbalance in Federated Learning via Global-Regularized Personalization. SDM 2022: 451-458 - [c11]Huanyu Yan, Chenxi Sun, Huanxin Liao, Xiaoying Tang:
Battery Charging Strategies Design for Battery Swapping Stations: A Game Theoretic Approach. SmartGridComm 2022: 179-185 - [c10]Heyu Ren, Chenxi Sun, Xiaoying Tang:
A Game Approach for EV Brands' Investment Planning of Battery Swapping Stations. SmartGridComm 2022: 353-359 - [i7]Xiaoying Tang, Chenxi Sun, Suzhi Bi, Shuoyao Wang, Ying-Jun Angela Zhang:
A Holistic Review on Advanced Bi-directional EV Charging Control Algorithms. CoRR abs/2202.13565 (2022) - [i6]Chenxi Sun, Moxian Song, Derun Cai, Baofeng Zhang, Shenda Hong, Hongyan Li:
Confidence-Guided Learning Process for Continuous Classification of Time Series. CoRR abs/2208.06883 (2022) - [i5]Chenxi Sun
Continuous Diagnosis and Prognosis by Controlling the Update Process of Deep Neural Networks. CoRR abs/2210.02719 (2022) - 2021
- [j7]Chenxi Sun
Personalized vital signs control based on continuous action-space reinforcement learning with supervised experience. Biomed. Signal Process. Control. 69: 102847 (2021) - [j6]Chenwei Gao, Dakui Xu, Chenxi Sun:
Application of Musculoskeletal Ultrasound in Real-Time Dynamic Detection of Luschka Joint Hyperplasia of Cervical Vertebrae. J. Medical Imaging Health Informatics 11(2): 321-331 (2021) - [j5]Chenxi Sun
Predicting COVID-19 disease progression and patient outcomes based on temporal deep learning. BMC Medical Informatics Decis. Mak. 21(1): 45 (2021) - [j4]Chenxi Sun
Interpretable time-aware and co-occurrence-aware network for medical prediction. BMC Medical Informatics Decis. Mak. 21(1): 305 (2021) - [c9]Yongfeng Huang, Tianchen Jin, Chenxi Sun, Xueyang Li, Shuchen Yang, Zhiming Zhang:
Efficient J Peak Detection From Ballistocardiogram Using Lightweight Convolutional Neural Network*. EMBC 2021: 269-272 - [c8]Huibin Ge, Chenxi Sun, Deyi Xiong, Qun Liu:
Chinese WPLC: A Chinese Dataset for Evaluating Pretrained Language Models on Word Prediction Given Long-Range Context. EMNLP (1) 2021: 3770-3778 - [c7]Chenxi Sun
TE-ESN: Time Encoding Echo State Network for Prediction Based on Irregularly Sampled Time Series Data. IJCAI 2021: 3010-3016 - [c6]Chenxi Sun, Tongxin Li, Xiaoying Tang
Data-driven Electric Vehicle Charging Station Placement for Incentivizing Potential Demand. SmartGridComm 2021: 27-32 - [i4]Chenxi Sun, Shenda Hong, Moxian Song, Yanxiu Zhou, Yongyue Sun, Derun Cai, Hongyan Li:
TE-ESN: Time Encoding Echo State Network for Prediction Based on Irregularly Sampled Time Series Data. CoRR abs/2105.00412 (2021) - [i3]Yen-hsiu Chou, Shenda Hong, Chenxi Sun, Derun Cai, Moxian Song, Hongyan Li:
GRP-FED: Addressing Client Imbalance in Federated Learning via Global-Regularized Personalization. CoRR abs/2108.13858 (2021) - 2020
- [c5]Yongfeng Huang, Chenxi Sun, Tianchen Jin, Shuchen Yang, Zhiming Zhang:
Unobtrusive Inter-beat Interval Estimation from Multichannel Ballistocardiogram Signal Using Kalman Filter. EMBC 2020: 455-460 - [i2]Chenxi Sun, Shenda Hong, Moxian Song, Hongyan Li:
A Review of Deep Learning Methods for Irregularly Sampled Medical Time Series Data. CoRR abs/2010.12493 (2020) - [i1]Chenxi Sun, Moxian Song, Shenda Hong, Hongyan Li:
A Review of Designs and Applications of Echo State Networks. CoRR abs/2012.02974 (2020)
2010 – 2019
- 2019
- [j3]Chenxi Sun
Optimal Citizen-Centric Sensor Placement for Air Quality Monitoring: A Case Study of City of Cambridge, the United Kingdom. IEEE Access 7: 47390-47400 (2019) - [j2]Chenxi Sun, Yangwen Yu, Victor O. K. Li, Jacqueline C. K. Lam:
Multi-Type Sensor Placements in Gaussian Spatial Fields for Environmental Monitoring. Sensors 19(1): 189 (2019) - 2018
- [c4]Chenxi Sun, Tongxin Li, Victor O. K. Li:
Robust and Consistent Clustering Recovery via SDP Approaches. DSW 2018: 46-50 - [c3]Chenxi Sun, Yangwen Yu, Victor O. K. Li, Jacqueline C. K. Lam:
Optimal Multi-type Sensor Placements in Gaussian Spatial Fields for Environmental Monitoring. ISC2 2018: 1-8 - [c2]Chenxi Sun, Victor O. K. Li, Jacqueline C. K. Lam:
Optimal Citizen-Centric Sensor Placement for Citywide Environmental Monitoring - A Submodular Approach. SECON Workshops 2018: 5-8 - 2017
- [j1]Julie Yixuan Zhu, Chenxi Sun, Victor O. K. Li:
An Extended Spatio-Temporal Granger Causality Model for Air Quality Estimation with Heterogeneous Urban Big Data. IEEE Trans. Big Data 3(3): 307-319 (2017) - 2015
- [c1]Julie Yixuan Zhu, Chenxi Sun, Victor O. K. Li:
Granger-Causality-based air quality estimation with spatio-temporal (S-T) heterogeneous big data. INFOCOM Workshops 2015: 612-617
Coauthor Index
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