Zhihan Li

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 31

Top Topics

Multivariate Time Series

Anomaly Detection

Variational Inference

Gaussian Mixture

Top Venues

IEEE J. Sel. Areas Commun.

Publications

Zexin Wang, Changhua Pei, Minghua Ma, Xin Wang, Zhihan Li, Dan Pei, Saravan Rajmohan, Dongmei Zhang, Qingwei Lin, Haiming Zhang, Jianhui Li, Gaogang Xie
Revisiting VAE for Unsupervised Time Series Anomaly Detection: A Frequency Perspective. WWW (2024)
Yao Sun, Anastasiia Tatlubaeva, Zhihan Li, Chester Palen-Michel
What Are the Implications of Your Question? Non-Information Seeking Question-Type Identification in CNN Transcripts. LREC/COLING (2024)
Zexin Wang, Changhua Pei, Minghua Ma, Xin Wang, Zhihan Li, Dan Pei, Saravan Rajmohan, Dongmei Zhang, Qingwei Lin, Haiming Zhang, Jianhui Li, Gaogang Xie
Revisiting VAE for Unsupervised Time Series Anomaly Detection: A Frequency Perspective. CoRR (2024)
Xiangtao Zhao, Zhihan Li, Yinhua Liu, Yuxiao Xia
A Progressive Decoding Strategy for Action Recognition. IEEE Access 11 (2023)
Haotian Si, Changhua Pei, Zhihan Li, Yadong Zhao, Jingjing Li, Haiming Zhang, Zulong Diao, Jianhui Li, Gaogang Xie, Dan Pei
Beyond Sharing: Conflict-Aware Multivariate Time Series Anomaly Detection. ESEC/SIGSOFT FSE (2023)
Zhihan Li, Shengquan Yu, Yu Lu, Penghe Chen
Plastic gating network: Adapting to personal development and individual differences in knowledge tracing. Inf. Sci. 624 (2023)
Ming Lei, Han Yan, Zhihan Li, Zilong Zhou, Qingyuan Gai, Dan Xia
Hydrodynamics study of standing-and-hovering behavior of dolphins based on collaborative mode. ROBIO (2023)
Jinglei Yu, Zhihan Li, Zitao Liu, Mi Tian, Yu Lu
A Student-Teacher Multimodal Interaction Analysis System for Classroom Observation. AIED (Posters/Late Breaking Results/...) (2023)
Yongqiang Gao, Zhihan Li
Deep Reinforcement Learning Based Rendering Service Placement for Cloud Gaming in Mobile Edge Computing Systems. COMPSAC (2023)
Haotian Si, Changhua Pei, Zhihan Li, Yadong Zhao, Jingjing Li, Haiming Zhang, Zulong Diao, Jianhui Li, Gaogang Xie, Dan Pei
Beyond Sharing: Conflict-Aware Multivariate Time Series Anomaly Detection. CoRR (2023)
Bixing Yan, Shaoling Chen, Yuxuan He, Zhihan Li
Model-Agnostic Meta-Learning for Natural Language Understanding Tasks in Finance. CoRR (2023)
Han Yan, Ming Lei, Zhihan Li, Zilong Zhou, Qingyuan Gai, Dan Xia
Research on Key Influencing Factors of Hydrodynamic Performance for a Class of Planar Linkage Mechanism Cycloidal Propellers. ROBIO (2023)
Yuxia Bie, Zhihan Li, Zhi Hu, Jiamei Chen
Queue Management Algorithm for Satellite Networks Based on Traffic Prediction. IEEE Access 10 (2022)
Zhihan Li, Youjian Zhao, Yitong Geng, Zhanxiang Zhao, Hanzhang Wang, Wenxiao Chen, Huai Jiang, Amber Vaidya, Liangfei Su, Dan Pei
Situation-Aware Multivariate Time Series Anomaly Detection Through Active Learning and Contrast VAE-Based Models in Large Distributed Systems. IEEE J. Sel. Areas Commun. 40 (9) (2022)
Lei Bo, Zhihan Li, Yang Liu, Yuangan Yue, Zihang Zhang, Yiying Wang
Research on Multi-Level Scheduling of Mine Water Reuse Based on Improved Whale Optimization Algorithm. Sensors 22 (14) (2022)
Zhihan Li, Yi Cheng, Haiyang Yang, Li Kuang, Lingyan Zhang
Retrieve-Guided Commit Message Generation with Semantic Similarity And Disparity. APSEC (2022)
Zhihan Li, Weichao Zhuang, Guodong Yin, Fei Ju, Qun Wang, Haonan Ding
Learning-based Eco-driving Strategy Design for Connected Power-split Hybrid Electric Vehicles at signalized corridors. IV (2022)
Zhihan Li, Yuwei Fan, Lexing Ying
Multilevel Fine-Tuning: Closing Generalization Gaps in Approximation of Solution Maps under a Limited Budget for Training Data. Multiscale Model. Simul. 19 (1) (2021)
Haiwen Huang, Zhihan Li, Lulu Wang, Sishuo Chen, Xinyu Zhou, Bin Dong
Feature Space Singularity for Out-of-Distribution Detection. SafeAI@AAAI (2021)
Zhihan Li, Youjian Zhao, Jiaqi Han, Ya Su, Rui Jiao, Xidao Wen, Dan Pei
Multivariate Time Series Anomaly Detection and Interpretation using Hierarchical Inter-Metric and Temporal Embedding. KDD (2021)
Nathalie Rauschmayr, Vikas Kumar, Rahul Huilgol, Andrea Olgiati, Satadal Bhattacharjee, Nihal Harish, Vandana Kannan, Amol Lele, Anirudh Acharya, Jared Nielsen, Lakshmi Ramakrishnan, Ishan Bhatt, Kohen Chia, Neelesh Dodda, Zhihan Li, Jiacheng Gu, Miyoung Choi, Balajee Nagarajan, Jeffrey Geevarghese, Denis Davydenko, Sifei Li, Lu Huang, Edward Kim, Tyler Hill, Krishnaram Kenthapadi
Amazon SageMaker Debugger: A System for Real-Time Insights into Machine Learning Model Training. MLSys (2021)
Zhihan Li, Yuwei Fan, Lexing Ying
Multi-Level Fine-Tuning: Closing Generalization Gaps in Approximation of Solution Maps under a Limited Budget for Training Data. CoRR (2021)
Zhihan Li, Jiabo Cao, Guangzong Yang, Dan Xia
Self-propulsion of Robotic Dolphin Based on Cooperative Kinematics of Superimposed Fin Module. ROBIO (2021)
Zhihan Li, Youjian Zhao, Haowen Xu, Wenxiao Chen, Shangqing Xu, Yilin Li, Dan Pei
Unsupervised Clustering through Gaussian Mixture Variational AutoEncoder with Non-Reparameterized Variational Inference and Std Annealing. IJCNN (2020)
Haowen Xu, Wenxiao Chen, Jinlin Lai, Zhihan Li, Youjian Zhao, Dan Pei
Shallow VAEs with RealNVP Prior can Perform as Well as Deep Hierarchical VAEs. ICONIP (5) (2020)
Haiwen Huang, Zhihan Li, Lulu Wang, Sishuo Chen, Bin Dong, Xinyu Zhou
Feature Space Singularity for Out-of-Distribution Detection. CoRR (2020)
Haowen Xu, Wenxiao Chen, Jinlin Lai, Zhihan Li, Youjian Zhao, Dan Pei
On the Necessity and Effectiveness of Learning the Prior of Variational Auto-Encoder. CoRR (2019)
Xiaohui Nie, Youjian Zhao, Zhihan Li, Guo Chen, Kaixin Sui, Jiyang Zhang, Zijie Ye, Dan Pei
Dynamic TCP Initial Windows and Congestion Control Schemes Through Reinforcement Learning. IEEE J. Sel. Areas Commun. 37 (6) (2019)
Haowen Xu, Wenxiao Chen, Nengwen Zhao, Zeyan Li, Jiahao Bu, Zhihan Li, Ying Liu, Youjian Zhao, Dan Pei, Yang Feng, Jie Chen, Zhaogang Wang, Honglin Qiao
Unsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs in Web Applications. CoRR (2018)
Zhihan Li, Youjian Zhao, Rong Liu, Dan Pei
Robust and Rapid Clustering of KPIs for Large-Scale Anomaly Detection. IWQoS (2018)
Haowen Xu, Wenxiao Chen, Nengwen Zhao, Zeyan Li, Jiahao Bu, Zhihan Li, Ying Liu, Youjian Zhao, Dan Pei, Yang Feng, Jie Chen, Zhaogang Wang, Honglin Qiao
Unsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs in Web Applications. WWW (2018)
Zheng Yang, Zhihan Li, Lei Song, Qi Wu, Shan Fu
Evaluation Research of Joystick in Flight Deck Based on Accuracy and Muscle Fatigue. HCI (23) (2014)
Zhihan Li, Yue Xu, Shlomo Geva
A Hybrid Chinese Information Retrieval Model. AMT (2010)
Zhihan Li, Yue Xu, Shlomo Geva
Text Mining Based Query Expansion for Chinese IR. ALTA (2008)