Chenxi Sun

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 53

Top Topics

Sensor Placement

Quality Estimation

Top Venues

Publications

Chenxi Sun, Hongyan Li, Yaliang Li, Shenda Hong
Review of Data-centric Time Series Analysis from Sample, Feature, and Period. CoRR (2024)
Pengju Zhang, Chenxi Sun, Jianwei Zhang, Hong Guo
Identity information based on human magnetocardiography signals. CoRR (2024)
Chenxi Sun, Hongyan Li, Moxian Song, Shenda Hong
A Ranking-Based Cross-Entropy Loss for Early Classification of Time Series. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
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)
Chenxi Sun, Moxian Song, Derun Cai, Baofeng Zhang, Shenda Hong, Hongyan Li
A Systematic Review of Echo State Networks From Design to Application. IEEE Trans. Artif. Intell. 5 (1) (2024)
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 (2024)
Chenxi Sun, Hongyan Li, Moxian Song, Derun Cai, Baofeng Zhang, Shenda Hong
Time pattern reconstruction for classification of irregularly sampled time series. Pattern Recognit. 147 (2024)
Chenxi Sun, Hongyan Li, Moxian Song, Derun Cai, Shenda Hong
Curriculum Design Helps Spiking Neural Networks to Classify Time Series. CoRR (2024)
Chenxi Sun, Hongyan Li, Yaliang Li, Shenda Hong
TEST: Text Prototype Aligned Embedding to Activate LLM's Ability for Time Series. ICLR (2024)
Moxian Song, Chenxi Sun, Derun Cai, Shenda Hong, Hongyan Li
SPL-LDP: a label distribution propagation method for semi-supervised partial label learning. Appl. Intell. 53 (18) (2023)
Chenxi Sun
How Much Energy Do Bounded Rational Participants Share in Vehicle-to-Grid (V2G)? ISGT EUROPE (2023)
Chenxi Sun, Hongyan Li, Moxian Song, Derun Cai, Baofeng Zhang, Shenda Hong
Continuous diagnosis and prognosis by controlling the update process of deep neural networks. Patterns 4 (2) (2023)
Chenxi Sun, Hongyan Li, Moxian Song, Derun Cai, Baofeng Zhang, Shenda Hong
Adaptive model training strategy for continuous classification of time series. Appl. Intell. 53 (15) (2023)
Chenxi Sun, Yaliang Li, Hongyan Li, Shenda Hong
TEST: Text Prototype Aligned Embedding to Activate LLM's Ability for Time Series. CoRR (2023)
Chenxi Sun, Chao Huang, Biying Shou, Jianwei Huang
Federated Learning in Competitive EV Charging Market. CoRR (2023)
Yi Zhong, Chen Zhang, Xule Liu, Chenxi Sun, Weishan Deng, Haifeng Hu, Zhongqian Sun
EE-TTS: Emphatic Expressive TTS with Linguistic Information. INTERSPEECH (2023)
Jiwei Zhang, Chenxi Sun, Xiaoying Tang
Optimizing Pricing and Charging Strategy for Electric Taxis Considering Credit Mechanism. SmartGridComm (2023)
Chenxi Sun, Chao Huang, Biying Shou, Jianwei Huang
Federated Learning in Competitive EV Charging Market. ISGT EUROPE (2023)
Yi Zhong, Chen Zhang, Xule Liu, Chenxi Sun, Weishan Deng, Haifeng Hu, Zhongqian Sun
EE-TTS: Emphatic Expressive TTS with Linguistic Information. CoRR (2023)
Chenxi Sun, Danyang Li, Beilei Wang, Jie Song
AI-Enabled Consensus Algorithm in Human-Centric Collaborative Computing for Internet of Vehicle. Symmetry 15 (6) (2023)
Chenxi Sun, Hongyan Li, Moxian Song, Derun Cai, Shenda Hong
Curricular and Cyclical Loss for Time Series Learning Strategy. CoRR (2023)
Chenxi Sun, Hongyan Li, Moxian Song, Derun Cai, Baofeng Zhang, Shenda Hong
Continuous Diagnosis and Prognosis by Controlling the Update Process of Deep Neural Networks. CoRR (2022)
Huanyu Yan, Chenxi Sun, Huanxin Liao, Xiaoying Tang
Battery Charging Strategies Design for Battery Swapping Stations: A Game Theoretic Approach. SmartGridComm (2022)
Moxian Song, Chenxi Sun, Derun Cai, Shenda Hong, Hongyan Li
Classifying vaguely labeled data based on evidential fusion. Inf. Sci. 583 (2022)
Xiaoying Tang, Chenxi Sun, Suzhi Bi, Shuoyao Wang, Ying-Jun Angela Zhang
A Holistic Review on Advanced Bi-directional EV Charging Control Algorithms. CoRR (2022)
Derun Cai, Chenxi Sun, Moxian Song, Baofeng Zhang, Shenda Hong, Hongyan Li
Hypergraph Contrastive Learning for Electronic Health Records. SDM (2022)
Chenxi Sun, Moxian Song, Derun Cai, Baofeng Zhang, Shenda Hong, Hongyan Li
Confidence-Guided Learning Process for Continuous Classification of Time Series. CIKM (2022)
Derun Cai, Moxian Song, Chenxi Sun, Baofeng Zhang, Shenda Hong, Hongyan Li
Deep Ordinal Neural Network for Length of Stay Estimation in the Intensive Care Units. CIKM (2022)
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 (2022)
Derun Cai, Moxian Song, Chenxi Sun, Baofeng Zhang, Shenda Hong, Hongyan Li
Hypergraph Structure Learning for Hypergraph Neural Networks. IJCAI (2022)
Moxian Song, Hongyan Li, Chenxi Sun, Derun Cai, Shenda Hong
Dlsa: Semi-supervised partial label learning via dependence-maximized label set assignment. Inf. Sci. 609 (2022)
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. SDM (2022)
Heyu Ren, Chenxi Sun, Xiaoying Tang
A Game Approach for EV Brands' Investment Planning of Battery Swapping Stations. SmartGridComm (2022)
Chenxi Sun, Moxian Song, Derun Cai, Baofeng Zhang, Shenda Hong, Hongyan Li
Confidence-Guided Learning Process for Continuous Classification of Time Series. CoRR (2022)
Chenxi Sun, Hongna Dui, Hongyan Li
Interpretable time-aware and co-occurrence-aware network for medical prediction. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
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)
Yongfeng Huang, Tianchen Jin, Chenxi Sun, Xueyang Li, Shuchen Yang, Zhiming Zhang
. EMBC (2021)
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 (2021)
Chenxi Sun, Shenda Hong, Moxian Song, Hongyan Li, Zhenjie Wang
Predicting COVID-19 disease progression and patient outcomes based on temporal deep learning. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Chenxi Sun, Shenda Hong, Moxian Song, Junyuan Shang, Hongyan Li
Personalized vital signs control based on continuous action-space reinforcement learning with supervised experience. Biomed. Signal Process. Control. 69 (2021)
Chenxi Sun, Shenda Hong, Moxian Song, Yen-hsiu Chou, Yongyue Sun, Derun Cai, Hongyan Li
TE-ESN: Time Encoding Echo State Network for Prediction Based on Irregularly Sampled Time Series Data. IJCAI (2021)
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 (2021)
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) (2021)
Chenxi Sun, Tongxin Li, Xiaoying Tang
Data-driven Electric Vehicle Charging Station Placement for Incentivizing Potential Demand. SmartGridComm (2021)
Chenxi Sun, Moxian Song, Shenda Hong, Hongyan Li
A Review of Designs and Applications of Echo State Networks. CoRR (2020)
Yongfeng Huang, Chenxi Sun, Tianchen Jin, Shuchen Yang, Zhiming Zhang
Unobtrusive Inter-beat Interval Estimation from Multichannel Ballistocardiogram Signal Using Kalman Filter. EMBC (2020)
Chenxi Sun, Shenda Hong, Moxian Song, Hongyan Li
A Review of Deep Learning Methods for Irregularly Sampled Medical Time Series Data. CoRR (2020)
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) (2019)
Chenxi Sun, Victor O. K. Li, Jacqueline C. K. Lam, Ian Leslie
Optimal Citizen-Centric Sensor Placement for Air Quality Monitoring: A Case Study of City of Cambridge, the United Kingdom. IEEE Access 7 (2019)
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)
Chenxi Sun, Tongxin Li, Victor O. K. Li
Robust and Consistent Clustering Recovery via SDP Approaches. DSW (2018)
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)
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) (2017)
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)