Chaoli Zhang - RankMe

26 papers A* 3A 3Misc 2Journal 17Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Survey on Diffusion Models for Time Series and Spatio-Temporal Data. ACM Comput. Surv. Yiyuan Yang, Ming Jin, Haomin Wen, Chaoli Zhang, Yuxuan Liang, Lintao Ma, Yi Wang, Chenghao Liu, Bin Yang, Zenglin Xu, Shirui Pan, Qingsong Wen
2026	—	`conf`	From Memorization to Creation: Evaluating the Cognitive Depth of LLM?Generated Educational Questions. KDD (1) Xiaolong Wang, Zhe Zhao, Song Lai, Chaoli Zhang, Zijie Geng, Yu Tong, Ye Wei, Qingsong Wen
2025	J	`jnl`	Large Language Models for Education: A survey and outlook. IEEE Signal Process. Mag. Shen Wang, Tianlong Xu, Hang Li, Chaoli Zhang, Joleen Liang, Jiliang Tang, Philip S. Yu, Qingsong Wen
2025	A	`conf`	WDformer: A Wavelet-based Differential Transformer Model for Time Series Forecasting. CIKM Xiaojian Wang, Chaoli Zhang, Zhonglong Zheng, Yunliang Jiang
2025	J	`jnl`	WDformer: A Wavelet-based Differential Transformer Model for Time Series Forecasting. CoRR Xiaojian Wang, Chaoli Zhang, Zhonglong Zheng, Yunliang Jiang
2024	J	`jnl`	A Survey on Diffusion Models for Time Series and Spatio-Temporal Data. CoRR Yiyuan Yang, Ming Jin, Haomin Wen, Chaoli Zhang, Yuxuan Liang, Lintao Ma, Yi Wang, Chenghao Liu, Bin Yang, Zenglin Xu, Jiang Bian, Shirui Pan, Qingsong Wen
2024	A	`conf`	Advancing Multivariate Time Series Anomaly Detection: A Comprehensive Benchmark with Real-World Data from Alibaba Cloud. CIKM Chaoli Zhang, Yingying Zhang, Lanshu Peng, Qingsong Wen, Yiyuan Yang, Chong-Jiong Fan, Minqi Jiang, Lunting Fan, Liang Sun
2024	J	`jnl`	Bringing Generative AI to Adaptive Learning in Education. CoRR Hang Li, Tianlong Xu, Chaoli Zhang, Eason Chen, Jing Liang, Xing Fan, Haoyang Li, Jiliang Tang, Qingsong Wen
2024	J	`jnl`	Large Language Models for Education: A Survey and Outlook. CoRR Shen Wang, Tianlong Xu, Hang Li, Chaoli Zhang, Joleen Liang, Jiliang Tang, Philip S. Yu, Qingsong Wen
2024	J	`jnl`	Self-Supervised Learning for Time Series Analysis: Taxonomy, Progress, and Prospects. IEEE Trans. Pattern Anal. Mach. Intell. Kexin Zhang, Qingsong Wen, Chaoli Zhang, Rongyao Cai, Ming Jin, Yong Liu, James Y. Zhang, Yuxuan Liang, Guansong Pang, Dongjin Song, Shirui Pan
2024	Misc	`conf`	Skip-Step Contrastive Predictive Coding for Time Series Anomaly Detection. ICASSP Kexin Zhang, Qingsong Wen, Chaoli Zhang, Liang Sun, Yong Liu
2024	J	`jnl`	Time Series Analysis for Education: Methods, Applications, and Future Directions. CoRR Shengzhong Mao, Chaoli Zhang, Yichi Song, Jindong Wang, Xiao-Jun Zeng, Zenglin Xu, Qingsong Wen
2023	A*	`conf`	AHPA: Adaptive Horizontal Pod Autoscaling Systems on Alibaba Cloud Container Service for Kubernetes. AAAI Zhiqiang Zhou, Chaoli Zhang, Lingna Ma, Jing Gu, Huajie Qian, Qingsong Wen, Liang Sun, Peng Li, Zhimin Tang
2023	J	`jnl`	AHPA: Adaptive Horizontal Pod Autoscaling Systems on Alibaba Cloud Container Service for Kubernetes. CoRR Zhiqiang Zhou, Chaoli Zhang, Lingna Ma, Jing Gu, Huajie Qian, Qingsong Wen, Liang Sun, Peng Li, Zhimin Tang
2023	J	`jnl`	Benchmarks and Custom Package for Electrical Load Forecasting. CoRR Zhixian Wang, Qingsong Wen, Chaoli Zhang, Liang Sun, Leandro Von Krannichfeldt, Yi Wang
2023	A*	`conf`	DCdetector: Dual Attention Contrastive Representation Learning for Time Series Anomaly Detection. KDD Yiyuan Yang, Chaoli Zhang, Tian Zhou, Qingsong Wen, Liang Sun
2023	J	`jnl`	DCdetector: Dual Attention Contrastive Representation Learning for Time Series Anomaly Detection. CoRR Yiyuan Yang, Chaoli Zhang, Tian Zhou, Qingsong Wen, Liang Sun
2023	J	`jnl`	DiffLoad: Uncertainty Quantification in Load Forecasting with Diffusion Model. CoRR Zhixian Wang, Qingsong Wen, Chaoli Zhang, Liang Sun, Yi Wang
2023	J	`jnl`	Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook. CoRR Ming Jin, Qingsong Wen, Yuxuan Liang, Chaoli Zhang, Siqiao Xue, Xue Wang, James Zhang, Yi Wang, Haifeng Chen, Xiaoli Li, Shirui Pan, Vincent S. Tseng, Yu Zheng, Lei Chen, Hui Xiong
2023	J	`jnl`	Self-Supervised Learning for Time Series Analysis: Taxonomy, Progress, and Prospects. CoRR Kexin Zhang, Qingsong Wen, Chaoli Zhang, Rongyao Cai, Ming Jin, Yong Liu, James Zhang, Yuxuan Liang, Guansong Pang, Dongjin Song, Shirui Pan
2023	A*	`conf`	Transformers in Time Series: A Survey. IJCAI Qingsong Wen, Tian Zhou, Chaoli Zhang, Weiqi Chen, Ziqing Ma, Junchi Yan, Liang Sun
2022	J	`jnl`	NetRCA: An Effective Network Fault Cause Localization Algorithm. CoRR Chaoli Zhang, Zhiqiang Zhou, Yingying Zhang, Linxiao Yang, Kai He, Qingsong Wen, Liang Sun
2022	Misc	`conf`	Netrca: An Effective Network Fault Cause Localization Algorithm. ICASSP Chaoli Zhang, Zhiqiang Zhou, Yingying Zhang, Linxiao Yang, Kai He, Qingsong Wen, Liang Sun
2022	A	`conf`	TFAD: A Decomposition Time Series Anomaly Detection Architecture with Time-Frequency Analysis. CIKM Chaoli Zhang, Tian Zhou, Qingsong Wen, Liang Sun
2022	J	`jnl`	TFAD: A Decomposition Time Series Anomaly Detection Architecture with Time-Frequency Analysis. CoRR Chaoli Zhang, Tian Zhou, Qingsong Wen, Liang Sun
2022	J	`jnl`	Transformers in Time Series: A Survey. CoRR Qingsong Wen, Tian Zhou, Chaoli Zhang, Weiqi Chen, Ziqing Ma, Junchi Yan, Liang Sun