Yi Chang

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 91

Top Topics

Reinforcement Learning

Tracking Control

Speech Emotion Recognition

Top Venues

Publications

Haozhen Zhang, Hualin Zhang, Bin Gu, Yi Chang
Subspace Selection based Prompt Tuning with Nonconvex Nonsmooth Black-Box Optimization. KDD (2024)
Zhao Ren, Yi Chang, Thanh Tam Nguyen, Yang Tan, Kun Qian, Björn W. Schuller
A Comprehensive Survey on Heart Sound Analysis in the Deep Learning Era. IEEE Comput. Intell. Mag. 19 (3) (2024)
Rui Cao, Shijie Xue, Jindong Li, Qi Wang, Yi Chang
FANFOLD: Graph Normalizing Flows-driven Asymmetric Network for Unsupervised Graph-Level Anomaly Detection. CoRR (2024)
Jie Ren, Han Xu, Pengfei He, Yingqian Cui, Shenglai Zeng, Jiankun Zhang, Hongzhi Wen, Jiayuan Ding, Hui Liu, Yi Chang, Jiliang Tang
Copyright Protection in Generative AI: A Technical Perspective. CoRR (2024)
Bin Gu, Xiyuan Wei, Hualin Zhang, Yi Chang, Heng Huang
Obtaining Lower Query Complexities Through Lightweight Zeroth-Order Proximal Gradient Algorithms. Neural Comput. 36 (5) (2024)
Yi Chang, Zhao Ren, Zhonghao Zhao, Thanh Tam Nguyen, Kun Qian, Tanja Schultz, Björn W. Schuller
Speech Emotion Recognition under Resource Constraints with Data Distillation. CoRR (2024)
Jianhua Wu, Bingzhao Gao, Jincheng Gao, Jianhao Yu, Hongqing Chu, Qiankun Yu, Xun Gong, Yi Chang, H. Eric Tseng, Hong Chen, Jie Chen
Prospective Role of Foundation Models in Advancing Autonomous Vehicles. CoRR (2024)
Wanli Shi, Yi Chang, Bin Gu
Double Momentum Method for Lower-Level Constrained Bilevel Optimization. CoRR (2024)
Bohao Qu, Xiaofeng Cao, Qing Guo, Yi Chang, Ivor W. Tsang, Chengqi Zhang
Transductive Reward Inference on Graph. CoRR (2024)
Zhou Zhai, Wanli Shi, Heng Huang, Yi Chang, Bin Gu
Learning Sampling Policy to Achieve Fewer Queries for Zeroth-Order Optimization. AISTATS (2024)
Jindong Li, Qianli Xing, Qi Wang, Yi Chang
CVTGAD: Simplified Transformer with Cross-View Attention for Unsupervised Graph-level Anomaly Detection. CoRR (2024)
Runliang Niu, Jindong Li, Shiqi Wang, Yali Fu, Xiyu Hu, Xueyuan Leng, He Kong, Yi Chang, Qi Wang
ScreenAgent: A Vision Language Model-driven Computer Control Agent. CoRR (2024)
Yixiang Shan, Zhengbang Zhu, Ting Long, Qifan Liang, Yi Chang, Weinan Zhang, Liang Yin
Contrastive Diffuser: Planning Towards High Return States via Contrastive Learning. CoRR (2024)
Xinqi Du, Hechang Chen, Che Wang, Yongheng Xing, Jielong Yang, Philip S. Yu, Yi Chang, Lifang He
Robust multi-agent reinforcement learning via Bayesian distributional value estimation. Pattern Recognit. 145 (2024)
Yajing Fan, Wanli Shi, Yi Chang, Bin Gu
Fast and Adversarial Robust Kernelized SDU Learning. AISTATS (2024)
Dong Chen, Ning Liu, Yichen Zhu, Zhengping Che, Rui Ma, Fachao Zhang, Xiaofeng Mou, Yi Chang, Jian Tang
EPSD: Early Pruning with Self-Distillation for Efficient Model Compression. CoRR (2024)
Yi Chang, Zhao Ren, Zixing Zhang, Xin Jing, Kun Qian, Xi Shao, Bin Hu, Tanja Schultz, Björn W. Schuller
STAA-Net: A Sparse and Transferable Adversarial Attack for Speech Emotion Recognition. CoRR (2024)
Yi Chang, Zhiguang Feng, Xun Zhang
Backstepping-based adaptive fuzzy tracking control for pure-feedback nonlinear multi-agent systems. Int. J. Syst. Sci. 55 (8) (2024)
Yue Zhou, Chenlu Guo, Xu Wang, Yi Chang, Yuan Wu
A Survey on Data Augmentation in Large Model Era. CoRR (2024)
Dong Chen, Ning Liu, Yichen Zhu, Zhengping Che, Rui Ma, Fachao Zhang, Xiaofeng Mou, Yi Chang, Jian Tang
EPSD: Early Pruning with Self-Distillation for Efficient Model Compression. AAAI (2024)
Yang Tao, Kai Guo, Yizhen Zheng, Shirui Pan, Xiaofeng Cao, Yi Chang
Breaking the curse of dimensional collapse in graph contrastive learning: A whitening perspective. Inf. Sci. 657 (2024)
Bo Cheng, Ximing Li, Yi Chang
Eliminating Negative Word Similarities for Measuring Document Distances: A Thoroughly Empirical Study on Word Mover's Distance. IEEE Trans. Neural Networks Learn. Syst. 35 (6) (2024)
Tingyu Xia, Bowen Yu, Yuan Wu, Yi Chang, Chang Zhou
Language Models can Evaluate Themselves via Probability Discrepancy. ACL (Findings) (2024)
Siyuan Guo, Lixin Zou, Hechang Chen, Bohao Qu, Haotian Chi, Philip S. Yu, Yi Chang
Sample Efficient Offline-to-Online Reinforcement Learning. IEEE Trans. Knowl. Data Eng. 36 (3) (2024)
Tingyu Xia, Bowen Yu, Yuan Wu, Yi Chang, Chang Zhou
Language Models can Evaluate Themselves via Probability Discrepancy. CoRR (2024)
Hao Wang, Qiang Song, Ruofeng Yin, Rui Ma, Yizhou Yu, Yi Chang
B-Spine: Learning B-Spline Curve Representation for Robust and Interpretable Spinal Curvature Estimation. CoRR (2023)
Bo Cheng, Ximing Li, Yi Chang
TC-DWA: Text Clustering with Dual Word-Level Augmentation. AAAI (2023)
Jindong Li, Qianli Xing, Qi Wang, Yi Chang
CVTGAD: Simplified Transformer with Cross-View Attention for Unsupervised Graph-Level Anomaly Detection. ECML/PKDD (1) (2023)
Yaming Guo, Kai Guo, Xiaofeng Cao, Tieru Wu, Yi Chang
Out-of-Distribution Generalization of Federated Learning via Implicit Invariant Relationships. ICML (2023)
Yi Chang, Zhao Ren, Thanh Tam Nguyen, Kun Qian, Björn W. Schuller
Knowledge Transfer for on-Device Speech Emotion Recognition With Neural Structured Learning. ICASSP (2023)
Siyuan Guo, Yanchao Sun, Jifeng Hu, Sili Huang, Hechang Chen, Haiyin Piao, Lichao Sun, Yi Chang
A Simple Unified Uncertainty-Guided Framework for Offline-to-Online Reinforcement Learning. CoRR (2023)
Xing Chen, Yijun Liu, Zhaogeng Liu, Hechang Chen, Hengshuai Yao, Yi Chang
Careful at Estimation and Bold at Exploration. CoRR (2023)
Yupeng Chang, Xu Wang, Jindong Wang, Yuan Wu, Kaijie Zhu, Hao Chen, Linyi Yang, Xiaoyuan Yi, Cunxiang Wang, Yidong Wang, Wei Ye, Yue Zhang, Yi Chang, Philip S. Yu, Qiang Yang, Xing Xie
A Survey on Evaluation of Large Language Models. CoRR (2023)
Zhao Ren, Yi Chang, Thanh Tam Nguyen, Yang Tan, Kun Qian, Björn W. Schuller
A Comprehensive Survey on Heart Sound Analysis in the Deep Learning Era. CoRR (2023)
Yu Wang, Liang Hu, Wanfu Gao, Xiaofeng Cao, Yi Chang
AdaNS: Adaptive negative sampling for unsupervised graph representation learning. Pattern Recognit. 136 (2023)
Zhaogeng Liu, Jielong Yang, Li Wang, Yi Chang
A novel relation aware wrapper method for feature selection. Pattern Recognit. 140 (2023)
Jifeng Hu, Yanchao Sun, Sili Huang, Siyuan Guo, Hechang Chen, Li Shen, Lichao Sun, Yi Chang, Dacheng Tao
Instructed Diffuser with Temporal Condition Guidance for Offline Reinforcement Learning. CoRR (2023)
Qingyao Ai, Ting Bai, Zhao Cao, Yi Chang, Jiawei Chen, Zhumin Chen, Zhiyong Cheng, Shoubin Dong, Zhicheng Dou, Fuli Feng, Shen Gao, Jiafeng Guo, Xiangnan He, Yanyan Lan, Chenliang Li, Yiqun Liu, Ziyu Lyu, Weizhi Ma, Jun Ma, Zhaochun Ren, Pengjie Ren, Zhiqiang Wang, Mingwen Wang, Ji-Rong Wen, Le Wu, Xin Xin, Jun Xu, Dawei Yin, Peng Zhang, Fan Zhang, Weinan Zhang, Min Zhang, Xiaofei Zhu
Information Retrieval Meets Large Language Models: A Strategic Report from Chinese IR Community. CoRR (2023)
Qingyao Ai, Ting Bai, Zhao Cao, Yi Chang, Jiawei Chen, Zhumin Chen, Zhiyong Cheng, Shoubin Dong, Zhicheng Dou, Fuli Feng, Shen Gao, Jiafeng Guo, Xiangnan He, Yanyan Lan, Chenliang Li, Yiqun Liu, Ziyu Lyu, Weizhi Ma, Jun Ma, Zhaochun Ren, Pengjie Ren, Zhiqiang Wang, Mingwen Wang, Ji-Rong Wen, Le Wu, Xin Xin, Jun Xu, Dawei Yin, Peng Zhang, Fan Zhang, Weinan Zhang, Min Zhang, Xiaofei Zhu
Information Retrieval meets Large Language Models: A strategic report from Chinese IR community. AI Open 4 (2023)
Sili Huang, Yanchao Sun, Jifeng Hu, Siyuan Guo, Hechang Chen, Yi Chang, Lichao Sun, Bo Yang
Learning Generalizable Agents via Saliency-Guided Features Decorrelation. CoRR (2023)
Changfeng Yu, Shiming Chen, Yi Chang, Yibing Song, Luxin Yan
Both Diverse and Realism Matter: Physical Attribute and Style Alignment for Rainy Image Generation. ICCV (2023)
Zhao Ren, Thanh Tam Nguyen, Yi Chang, Björn W. Schuller
Fast Yet Effective Speech Emotion Recognition with Self-Distillation. ICASSP (2023)
Xing Chen, Dongcui Diao, Hechang Chen, Hengshuai Yao, Haiyin Piao, Zhixiao Sun, Zhiwei Yang, Randy Goebel, Bei Jiang, Yi Chang
The Sufficiency of Off-Policyness and Soft Clipping: PPO Is Still Insufficient according to an Off-Policy Measure. AAAI (2023)
Yun Guo, Xueyao Xiao, Xiaoxiong Wang, Yi Li, Yi Chang, Luxin Yan
+ Track 3. CoRR (2023)
Chuan Tang, Xi Yang, Bojian Wu, Zhizhong Han, Yi Chang
Parts2Words: Learning Joint Embedding of Point Clouds and Texts by Bidirectional Matching Between Parts and Words. CVPR (2023)
Shuwei Dong, Xiaoyu Kong, Xingjia Pan, Fan Tang, Wei Li, Yi Chang, Weiming Dong
Semantic-Context Graph Network for Point-Based 3D Object Detection. IEEE Trans. Circuits Syst. Video Technol. 33 (11) (2023)
Hangting Ye, Zhining Liu, Xinyi Shen, Wei Cao, Shun Zheng, Xiaofan Gui, Huishuai Zhang, Yi Chang, Jiang Bian
UADB: Unsupervised Anomaly Detection Booster. CoRR (2023)
Xin Jing, Yi Chang, Zijiang Yang, Jiangjian Xie, Andreas Triantafyllopoulos, Björn W. Schuller
U-DiT TTS: U-Diffusion Vision Transformer for Text-to-Speech. CoRR (2023)
Yu Li, Meng Qu, Jian Tang, Yi Chang
Signed Laplacian Graph Neural Networks. AAAI (2023)
Yi Chang, Zhao Ren, Thanh Tam Nguyen, Kun Qian, Björn W. Schuller
Knowledge Transfer For On-Device Speech Emotion Recognition with Neural Structured Learning. CoRR (2022)
Lin Zhu, Xiao Wang, Yi Chang, Jianing Li, Tiejun Huang, Yonghong Tian
Event-based Video Reconstruction via Potential-assisted Spiking Neural Network. CVPR (2022)
Björn W. Schuller, Alican Akman, Yi Chang, Harry Coppock, Alexander Gebhard, Alexander Kathan, Esther Rituerto-González, Andreas Triantafyllopoulos, Florian B. Pokorny
Climate Change & Computer Audition: A Call to Action and Overview on Audio Intelligence to Help Save the Planet. CoRR (2022)
Chi Zhang, Lina Sun, Shuang Ge, Yi Chang, Mingyan Jin, Yang Xiao, Hanbing Gao, Lin Wang, Fengyu Cong
Quantitative evaluation of short-term resting-state brain networks for primary insomnia diagnosis. Biomed. Signal Process. Control. 74 (2022)
Zhao Ren, Thanh Tam Nguyen, Yi Chang, Björn W. Schuller
Fast Yet Effective Speech Emotion Recognition with Self-distillation. CoRR (2022)
Zishen Li, Yi Chang, Björn W. Schuller
CNN-Based Heart Sound Classification with an Imbalance-Compensating Weighted Loss Function. EMBC (2022)
Wanyong Qiu, Kun Qian, Zhihua Wang, Yi Chang, Zhihao Bao, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
A Federated Learning Paradigm for Heart Sound Classification. EMBC (2022)
Yi Chang, Ben Niu, Huanqing Wang, Liang Zhang, Adil M. Ahmad, Madini O. Alassafi
Adaptive tracking control for nonlinear system in pure-feedback form with prescribed performance and unknown hysteresis. IMA J. Math. Control. Inf. 39 (3) (2022)
Zhiwei Yang, Jing Ma, Hechang Chen, Hongzhan Lin, Ziyang Luo, Yi Chang
A Coarse-to-fine Cascaded Evidence-Distillation Neural Network for Explainable Fake News Detection. COLING (2022)
Lin Zhu, Xiao Wang, Yi Chang, Jianing Li, Tiejun Huang, Yonghong Tian
Event-based Video Reconstruction via Potential-assisted Spiking Neural Network. CoRR (2022)
Chen Zhang, Xiaofeng Cao, Yi Chang, Ivor W. Tsang
One-shot Machine Teaching: Cost Very Few Examples to Converge Faster. CoRR (2022)
Yijun Liu, Ji Sun, Huiyan Sun, Yi Chang
Identification of key somatic oncogenic mutation based on a confounder-free causal inference model. PLoS Comput. Biol. 18 (9) (2022)
Yi Chang, Sofiane Laridi, Zhao Ren, Gregory Palmer, Björn W. Schuller, Marco Fisichella
Robust Federated Learning Against Adversarial Attacks for Speech Emotion Recognition. CoRR (2022)
Jifeng Hu, Yanchao Sun, Hechang Chen, Sili Huang, Haiyin Piao, Yi Chang, Lichao Sun
Distributional Reward Estimation for Effective Multi-agent Deep Reinforcement Learning. NeurIPS (2022)
Yi Chang, Zhao Ren, Thanh Tam Nguyen, Wolfgang Nejdl, Björn W. Schuller
Example-based Explanations with Adversarial Attacks for Respiratory Sound Analysis. INTERSPEECH (2022)
Yi Chang, Zhao Ren, Thanh Tam Nguyen, Wolfgang Nejdl, Björn W. Schuller
Example-based Explanations with Adversarial Attacks for Respiratory Sound Analysis. CoRR (2022)
Yuanbo Xu, En Wang, Yongjian Yang, Yi Chang
A Unified Collaborative Representation Learning for Neural-Network based Recommender Systems. CoRR (2022)
Xiaofeng Cao, Weixin Bu, Shengjun Huang, Ying-Peng Tang, Yaming Guo, Yi Chang, Ivor W. Tsang
A Survey of Learning on Small Data. CoRR (2022)
Chuan Tang, Xi Yang, Bojian Wu, Zhizhong Han, Yi Chang
Part2Word: Learning Joint Embedding of Point Clouds and Text by Matching Parts to Words. CoRR (2021)
Shang Wang, Zhiwei Yang, Yi Chang
Bringing order to episodes: Mining timeline in social media. Neurocomputing 450 (2021)
Haotian Xue, Kaixiong Zhou, Tianlong Chen, Kai Guo, Xia Hu, Yi Chang, Xin Wang
CAP: Co-Adversarial Perturbation on Weights and Features for Improving Generalization of Graph Neural Networks. CoRR (2021)
Tingyu Xia, Yue Wang, Yuan Tian, Yi Chang
Using Prior Knowledge to Guide BERT's Attention in Semantic Textual Matching Tasks. WWW (2021)
Yi Chang, Zhao Ren, Björn W. Schuller
Transformer-based CNNs: Mining Temporal Context Information for Multi-sound COVID-19 Diagnosis. EMBC (2021)
Yongjie Zhu, Xiaoyu Wang, Klaus Mathiak, Petri Toiviainen, Tapani Ristaniemi, Jing Xu, Yi Chang, Fengyu Cong
Altered EEG Oscillatory Brain Networks During Music-Listening in Major Depression. Int. J. Neural Syst. 31 (3) (2021)
Xia Yang, Meng-Fen Chiang, Wang-Chien Lee, Yi Chang
Cost-Effective Knowledge Graph Reasoning for Complex Factoid Questions. IJCNN (2021)
Zhao Ren, Yi Chang, Björn W. Schuller
The EIHW-GLAM Deep Attentive Multi-model Fusion System for Cough-based COVID-19 Recognition in the DiCOVA 2021 Challenge. CoRR (2021)
Chenyu Ge, Mengmeng Wang, Hongming Zhang, Huan Chen, Hongguang Sun, Yi Chang, Qinke Yang
A Low-Rank Group-Sparse Model for Eliminating Mixed Errors in Data for SRTM1. Remote. Sens. 13 (7) (2021)
Yuanqing Wang, Yi Chang, Abdulhameed F. Alkhateeb, Naif D. Alotaibi
Adaptive Fuzzy Output-Feedback Tracking Control for Switched Nonstrict-Feedback Nonlinear Systems with Prescribed Performance. Circuits Syst. Signal Process. 40 (1) (2021)
Xiaobo Xia, Tongliang Liu, Bo Han, Chen Gong, Nannan Wang, Zongyuan Ge, Yi Chang
Robust early-learning: Hindering the memorization of noisy labels. ICLR (2021)
Yongjie Zhu, Xiaoyu Wang, Klaus Mathiak, Petri Toiviainen, Tapani Ristaniemi, Jing Xu, Yi Chang, Fengyu Cong
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. 31 (4) (2021)
Kai Guo, Kaixiong Zhou, Xia Hu, Yu Li, Yi Chang, Xin Wang
Orthogonal Graph Neural Networks. CoRR (2021)
Yi Chang, Peng Zhou, Ben Niu, Huanqing Wang, Ning Xu, Madini O. Alassafi, Adil M. Ahmad
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. 52 (9) (2021)
Zhining Liu, Pengfei Wei, Zhepei Wei, Boyang Yu, Jing Jiang, Wei Cao, Jiang Bian, Yi Chang
Towards Inter-class and Intra-class Imbalance in Class-imbalanced Learning. CoRR (2021)
Yi Chang, Xin Jing, Zhao Ren, Björn W. Schuller
CovNet: A Transfer Learning Framework for Automatic COVID-19 Detection From Crowd-Sourced Cough Sounds. Frontiers Digit. Health 3 (2021)
Yi-Chun Kuo, Ming-An Lee, Yi Chang
Satellite Observations of Typhoon-Induced Sea Surface Temperature Variability in the Upwelling Region off Northeastern Taiwan. Remote. Sens. 12 (20) (2020)
Lin-Heng Chang, Yi Chang, Chih-Kae Guan, Tong-Ying Juang, Wen-Chang Fang
An adaptive data rate algorithm for improving energy efficiency for multi-gateway LoRaWANs. Int. J. Ad Hoc Ubiquitous Comput. 33 (4) (2020)
Yi Chang, Shuo Zhang, Naif D. Alotaibi, Abdulhameed F. Alkhateeb
Observer-Based Adaptive Finite-Time Tracking Control for a Class of Switched Nonlinear Systems With Unmodeled Dynamics. IEEE Access 8 (2020)
Ming-Hsiang Su, Chung-Hsien Wu, Yi Chang
Follow-Up Question Generation Using Neural Tensor Network-Based Domain Ontology Population in an Interview Coaching System. INTERSPEECH (2019)
Pei-Yun Tsai, Yi Chang, Jian-Lin Li
Fast-Convergence Singular Value Decomposition for Tracking Time-Varying Channels in Massive Mimo Systems. ICASSP (2018)
Yun-Chan Tsai, Ming-Chee Wu, Yi Chang
Intrusion of the Kuroshio Into Northeast of Taiwan. IGARSS (2018)
Kuo-Wei Lan, Teruhisa Shimada, Ming-An Lee, Nan-Jay Su, Yi Chang
Using Remote-Sensing Environmental and Fishery Data to Map Potential Yellowfin Tuna Habitats in the Tropical Pacific Ocean. Remote. Sens. 9 (5) (2017)
Yi Chang, Ming-Chee Wu
Satellite observation on coastal change in the Western Hunching Peninsula, Southern Taiwan. IGARSS (2017)
Hai Liu, Zhaoli Zhang, Sanya Liu, Tingting Liu, Yi Chang
Destriping algorithm with L0 sparsity prior for remote sensing images. ICIP (2015)
Yi Chang, Ying Zhang, Stephan Vogel, Jie Yang
Enhancing image-based Arabic document translation using noisy channel correction model. MTSummit (2007)
Ming-An Lee, Yi Chang, Kuo-Tien Lee, Jui-Wen Chan, Don-Chung Liu, Wei-Cheng Su
A satellite and field view of the winter SST variability in the taiwan strait. IGARSS (2005)