Yi Chang

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Bibliography

2024
Sample Efficient Offline-to-Online Reinforcement Learning.
IEEE Trans. Knowl. Data Eng., March, 2024

Breaking the curse of dimensional collapse in graph contrastive learning: A whitening perspective.
Inf. Sci., February, 2024

DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning.
CoRR, 2024

ScreenAgent: A Vision Language Model-driven Computer Control Agent.
CoRR, 2024

Transductive Reward Inference on Graph.
CoRR, 2024

Contrastive Diffuser: Planning Towards High Return States via Contrastive Learning.
CoRR, 2024

STAA-Net: A Sparse and Transferable Adversarial Attack for Speech Emotion Recognition.
CoRR, 2024

A Survey on Data Augmentation in Large Model Era.
CoRR, 2024

EPSD: Early Pruning with Self-Distillation for Efficient Model Compression.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Semantic-Context Graph Network for Point-Based 3D Object Detection.
IEEE Trans. Circuits Syst. Video Technol., November, 2023

A novel relation aware wrapper method for feature selection.
Pattern Recognit., August, 2023

AdaNS: Adaptive negative sampling for unsupervised graph representation learning.
Pattern Recognit., April, 2023

Information Retrieval meets Large Language Models: A strategic report from Chinese IR community.
AI Open, January, 2023

B-Spine: Learning B-Spline Curve Representation for Robust and Interpretable Spinal Curvature Estimation.
CoRR, 2023

Information Retrieval Meets Large Language Models: A Strategic Report from Chinese IR Community.
CoRR, 2023

A Survey on Evaluation of Large Language Models.
CoRR, 2023

U-DiT TTS: U-Diffusion Vision Transformer for Text-to-Speech.
CoRR, 2023

A Comprehensive Survey on Heart Sound Analysis in the Deep Learning Era.
CoRR, 2023

CVTGAD: Simplified Transformer with Cross-View Attention for Unsupervised Graph-Level Anomaly Detection.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Out-of-Distribution Generalization of Federated Learning via Implicit Invariant Relationships.
Proceedings of the International Conference on Machine Learning, 2023

Fast Yet Effective Speech Emotion Recognition with Self-Distillation.
Proceedings of the IEEE International Conference on Acoustics, 2023

Knowledge Transfer for on-Device Speech Emotion Recognition With Neural Structured Learning.
Proceedings of the IEEE International Conference on Acoustics, 2023

Parts2Words: Learning Joint Embedding of Point Clouds and Texts by Bidirectional Matching Between Parts and Words.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Signed Laplacian Graph Neural Networks.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

TC-DWA: Text Clustering with Dual Word-Level Augmentation.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Identification of key somatic oncogenic mutation based on a confounder-free causal inference model.
PLoS Comput. Biol., September, 2022

Adaptive tracking control for nonlinear system in pure-feedback form with prescribed performance and unknown hysteresis.
IMA J. Math. Control. Inf., 2022

One-shot Machine Teaching: Cost Very Few Examples to Converge Faster.
CoRR, 2022

A Survey of Learning on Small Data.
CoRR, 2022

Climate Change & Computer Audition: A Call to Action and Overview on Audio Intelligence to Help Save the Planet.
CoRR, 2022

Robust Federated Learning Against Adversarial Attacks for Speech Emotion Recognition.
CoRR, 2022

Quantitative evaluation of short-term resting-state brain networks for primary insomnia diagnosis.
Biomed. Signal Process. Control., 2022

Example-based Explanations with Adversarial Attacks for Respiratory Sound Analysis.
Proceedings of the Interspeech 2022, 2022

A Federated Learning Paradigm for Heart Sound Classification.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

CNN-Based Heart Sound Classification with an Imbalance-Compensating Weighted Loss Function.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Event-based Video Reconstruction via Potential-assisted Spiking Neural Network.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
A Low-Rank Group-Sparse Model for Eliminating Mixed Errors in Data for SRTM1.
Remote. Sens., 2021

Switched-observer-based adaptive output-feedback control design with unknown gain for pure-feedback switched nonlinear systems via average dwell time.
Int. J. Syst. Sci., 2021

Response to Discussion on Y. Zhu, X. Wang, K. Mathiak, P. Toiviainen, T. Ristaniemi, J. Xu, Y. Chang and F. Cong, Altered EEG Oscillatory Brain Networks During Music-Listening in Major Depression, International Journal of Neural Systems, Vol. 31 No. 3 (2021).
Int. J. Neural Syst., 2021

Altered EEG Oscillatory Brain Networks During Music-Listening in Major Depression.
Int. J. Neural Syst., 2021

CovNet: A Transfer Learning Framework for Automatic COVID-19 Detection From Crowd-Sourced Cough Sounds.
Frontiers Digit. Health, 2021

Adaptive Fuzzy Output-Feedback Tracking Control for Switched Nonstrict-Feedback Nonlinear Systems with Prescribed Performance.
Circuits Syst. Signal Process., 2021

The EIHW-GLAM Deep Attentive Multi-model Fusion System for Cough-based COVID-19 Recognition in the DiCOVA 2021 Challenge.
CoRR, 2021

Part2Word: Learning Joint Embedding of Point Clouds and Text by Matching Parts to Words.
CoRR, 2021

Robust early-learning: Hindering the memorization of noisy labels.
Proceedings of the 9th International Conference on Learning Representations, 2021

Transformer-based CNNs: Mining Temporal Context Information for Multi-sound COVID-19 Diagnosis.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020
Satellite Observations of Typhoon-Induced Sea Surface Temperature Variability in the Upwelling Region off Northeastern Taiwan.
Remote. Sens., 2020

An adaptive data rate algorithm for improving energy efficiency for multi-gateway LoRaWANs.
Int. J. Ad Hoc Ubiquitous Comput., 2020

Observer-Based Adaptive Finite-Time Tracking Control for a Class of Switched Nonlinear Systems With Unmodeled Dynamics.
IEEE Access, 2020

2019
Follow-Up Question Generation Using Neural Tensor Network-Based Domain Ontology Population in an Interview Coaching System.
Proceedings of the Interspeech 2019, 2019

2018
Intrusion of the Kuroshio Into Northeast of Taiwan.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Fast-Convergence Singular Value Decomposition for Tracking Time-Varying Channels in Massive Mimo Systems.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017
Using Remote-Sensing Environmental and Fishery Data to Map Potential Yellowfin Tuna Habitats in the Tropical Pacific Ocean.
Remote. Sens., 2017

Satellite observation on coastal change in the Western Hunching Peninsula, Southern Taiwan.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2007
Enhancing image-based Arabic document translation using noisy channel correction model.
Proceedings of Machine Translation Summit XI: Papers, 2007

2005
A satellite and field view of the winter SST variability in the taiwan strait.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005


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