Si Qin

According to our database, Si Qin authored at least 56 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Counter-Empirical Attacking Based on Adversarial Reinforcement Learning for Time-Relevant Scoring System.

Xiangguo Sun, Hong Cheng, Hang Dong, Bo Qiao, Si Qin, Qingwei Lin

IEEE Trans. Knowl. Data Eng., November, 2024

SMDE: Unsupervised representation learning for time series based on signal mode decomposition and ensemble.

Haobin Zhang, Shengning Chan, Si Qin, Zheng Dong, Guanghui Chen

Knowl. Based Syst., 2024

An Advanced Reinforcement Learning Framework for Online Scheduling of Deferrable Workloads in Cloud Computing.

Hang Dong, Liwen Zhu, Zhao Shan, Bo Qiao, Fangkai Yang, Si Qin, Chuan Luo, Qingwei Lin, Yuwen Yang, Gurpreet Virdi, Saravan Rajmohan, Dongmei Zhang, Thomas Moscibroda

CoRR, 2024

Large Language Models can Deliver Accurate and Interpretable Time Series Anomaly Detection.

Jun Liu, Chaoyun Zhang, Jiaxu Qian, Minghua Ma, Si Qin, Chetan Bansal, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang

CoRR, 2024

Verco: Learning Coordinated Verbal Communication for Multi-agent Reinforcement Learning.

Dapeng Li, Hang Dong, Lu Wang, Bo Qiao, Si Qin, Qingwei Lin, Dongmei Zhang, Qi Zhang, Zhiwei Xu, Bin Zhang, Guoliang Fan

CoRR, 2024

AllHands: Ask Me Anything on Large-scale Verbatim Feedback via Large Language Models.

Chaoyun Zhang, Zicheng Ma, Yuhao Wu, Shilin He, Si Qin, Minghua Ma, Xiaoting Qin, Yu Kang, Yuyi Liang, Xiaoyu Gou, Yajie Xue, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang

CoRR, 2024

UFO: A UI-Focused Agent for Windows OS Interaction.

Chaoyun Zhang, Liqun Li, Shilin He, Xu Zhang, Bo Qiao, Si Qin, Minghua Ma, Yu Kang, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang

CoRR, 2024

COIN: Chance-Constrained Imitation Learning for Uncertainty-aware Adaptive Resource Oversubscription Policy.

Lu Wang, Mayukh Das, Fangkai Yang, Chao Du, Bo Qiao, Hang Dong, Si Qin, Chetan Bansal, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang

CoRR, 2024

Risk-aware Adaptive Virtual CPU Oversubscription in Microsoft Cloud via Prototypical Human-in-the-loop Imitation Learning.

Lu Wang, Mayukh Das, Fangkai Yang, Junjie Sheng, Bo Qiao, Hang Dong, Si Qin, Victor Rühle, Chetan Bansal, Eli Cortez, Íñigo Goiri, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang

CoRR, 2024

MonitorAssistant: Simplifying Cloud Service Monitoring via Large Language Models.

Zhaoyang Yu, Minghua Ma, Chaoyun Zhang, Si Qin, Yu Kang, Chetan Bansal, Saravan Rajmohan, Yingnong Dang, Changhua Pei, Dan Pei, Qingwei Lin, Dongmei Zhang

Proceedings of the Companion Proceedings of the 32nd ACM International Conference on the Foundations of Software Engineering, 2024

Xpert: Empowering Incident Management with Query Recommendations via Large Language Models.

Yuxuan Jiang, Chaoyun Zhang, Shilin He, Zhihao Yang, Minghua Ma, Si Qin, Yu Kang, Yingnong Dang, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang

Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, 2024

Deoxys: A Causal Inference Engine for Unhealthy Node Mitigation in Large-scale Cloud Infrastructure.

Chaoyun Zhang, Randolph Yao, Si Qin, Ze Li, Shekhar Agrawal, Binit R. Mishra, Tri Tran, Minghua Ma, Qingwei Lin, Murali Chintalapati, Dongmei Zhang

Proceedings of the 2024 ACM Symposium on Cloud Computing, 2024

COIN: Chance-Constrained Imitation Learning for Safe and Adaptive Resource Oversubscription under Uncertainty.

Lu Wang, Mayukh Das, Fangkai Yang, Chao Du, Bo Qiao, Hang Dong, Chetan Bansal, Si Qin, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang, Qi Zhang

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Everything of Thoughts: Defying the Law of Penrose Triangle for Thought Generation.

Ruomeng Ding, Chaoyun Zhang, Lu Wang, Yong Xu, Minghua Ma, Wei Zhang, Si Qin, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Multi-Task Learning With Hierarchical Guidance for Locating and Stratifying Submucosal Tumors.

Ruifei Zhang, Feng Zhang, Si Qin, Dejun Fan, Chaowei Fang, Jie Ma, Xiang Wan, Guanbin Li, Xutao Lin

IEEE J. Biomed. Health Informatics, September, 2023

TaskWeaver: A Code-First Agent Framework.

Bo Qiao, Liqun Li, Xu Zhang, Shilin He, Yu Kang, Chaoyun Zhang, Fangkai Yang, Hang Dong, Jue Zhang, Lu Wang, Minghua Ma, Pu Zhao, Si Qin, Xiaoting Qin, Chao Du, Yong Xu, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang

CoRR, 2023

Introspective Tips: Large Language Model for In-Context Decision Making.

Liting Chen, Lu Wang, Hang Dong, Yali Du, Jie Yan, Fangkai Yang, Shuang Li, Pu Zhao, Si Qin, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang

CoRR, 2023

Learning Cooperative Oversubscription for Cloud by Chance-Constrained Multi-Agent Reinforcement Learning.

Junjie Sheng, Lu Wang, Fangkai Yang, Bo Qiao, Hang Dong, Xiangfeng Wang, Bo Jin, Jun Wang, Si Qin, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang

Proceedings of the ACM Web Conference 2023, 2023

HAPENS: Hardness-Personalized Negative Sampling for Implicit Collaborative Filtering.

Haoxin Liu, Pu Zhao, Si Qin, Yong Shi, Mirror Xu, Qingwei Lin, Dongmei Zhang

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

Multi-Agent Reinforcement Learning with Shared Policy for Cloud Quota Management Problem.

Tong Cheng, Hang Dong, Lu Wang, Bo Qiao, Si Qin, Qingwei Lin, Dongmei Zhang, Saravan Rajmohan, Thomas Moscibroda

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

CODEC: Cost-Effective Duration Prediction System for Deadline Scheduling in the Cloud.

Haozhe Li, Minghua Ma, Yudong Liu, Si Qin, Bo Qiao, Randolph Yao, Harshwardhan Chaturvedi, Tri Tran, Murali Chintalapati, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang

Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering, 2023

How Different are the Cloud Workloads? Characterizing Large-Scale Private and Public Cloud Workloads.

Xiaoting Qin, Minghua Ma, Yuheng Zhao, Jue Zhang, Chao Du, Yudong Liu, Anjaly Parayil, Chetan Bansal, Saravan Rajmohan, Íñigo Goiri, Eli Cortez, Si Qin, Qingwei Lin, Dongmei Zhang

Proceedings of the 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Network, 2023

Mongolian Medicine Named Entity Recognition via Dictionary-Based Synonym Generalization.

Si Qin, Feilong Bao, Uuganbaatar Dulamragchaa

Proceedings of the 9th IEEE International Conference on Cloud Computing and Intelligent Systems, 2023

Snape: Reliable and Low-Cost Computing with Mixture of Spot and On-Demand VMs.

Fangkai Yang, Lu Wang, Zhenyu Xu, Jue Zhang, Liqun Li, Bo Qiao, Camille Couturier, Chetan Bansal, Soumya Ram, Si Qin, Zhen Ma, Íñigo Goiri, Eli Cortez, Terry Yang, Victor Rühle, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang

Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

2022

Using the Learning Management System "Modular Object-Oriented Dynamic Learning Environment" in Multilingual Education.

Si Qin, Larisa G. Orchakova, Zi-Yu Liu, Yulia V. Smirnova, Elena A. Tokareva

Int. J. Emerg. Technol. Learn., February, 2022

Cramér-Rao Bound of Joint DOA-Range Estimation for Coprime Frequency Diverse Arrays.

Zihuan Mao, Shengheng Liu, Si Qin, Yongming Huang

Remote. Sens., 2022

Spot Virtual Machine Eviction Prediction in Microsoft Cloud.

Fangkai Yang, Bowen Pang, Jue Zhang, Bo Qiao, Lu Wang, Camille Couturier, Chetan Bansal, Soumya Ram, Si Qin, Zhen Ma, Iñigo Goiri, Eli Cortez, Senthil Baladhandayutham, Victor Rühle, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

RESIN: A Holistic Service for Dealing with Memory Leaks in Production Cloud Infrastructure.

Chang Lou, Cong Chen, Peng Huang, Yingnong Dang, Si Qin, Xinsheng Yang, Xukun Li, Qingwei Lin, Murali Chintalapati

Proceedings of the 16th USENIX Symposium on Operating Systems Design and Implementation, 2022

Solving the Batch Stochastic Bin Packing Problem in Cloud: A Chance-constrained Optimization Approach.

Jie Yan, Yunlei Lu, Liting Chen, Si Qin, Yixin Fang, Qingwei Lin, Thomas Moscibroda, Saravan Rajmohan, Dongmei Zhang

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Seismic Data Interpolation by the Projected Iterative Soft-threshold Algorithm for Tight Frame.

Lin Tian, Si Qin

Proceedings of the IPMV 2022: 4th International Conference on Image Processing and Machine Vision, Hong Kong, SAR, China, March 25, 2022

2021

Direction of Arrival Estimation by Matching Pursuit Algorithm With Subspace Information.

Yang Zhao, Si Qin, Yiran Shi, Yao-Wu Shi

IEEE Access, 2021

Onion: identifying incident-indicating logs for cloud systems.

Xu Zhang, Yong Xu, Si Qin, Shilin He, Bo Qiao, Ze Li, Hongyu Zhang, Xukun Li, Yingnong Dang, Qingwei Lin, Murali Chintalapati, Saravanakumar Rajmohan, Dongmei Zhang

Proceedings of the ESEC/FSE '21: 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2021

Effective low capacity status prediction for cloud systems.

Hang Dong, Si Qin, Yong Xu, Bo Qiao, Shandan Zhou, Xian Yang, Chuan Luo, Pu Zhao, Qingwei Lin, Hongyu Zhang, Abulikemu Abuduweili, Sanjay Ramanujan, Karthikeyan Subramanian, Andrew Zhou, Saravanakumar Rajmohan, Dongmei Zhang, Thomas Moscibroda

Proceedings of the ESEC/FSE '21: 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2021

HALO: Hierarchy-aware Fault Localization for Cloud Systems.

Xu Zhang, Chao Du, Yifan Li, Yong Xu, Hongyu Zhang, Si Qin, Ze Li, Qingwei Lin, Yingnong Dang, Andrew Zhou, Saravanakumar Rajmohan, Dongmei Zhang

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Predictive Job Scheduling under Uncertain Constraints in Cloud Computing.

Hang Dong, Boshi Wang, Bo Qiao, Wenqian Xing, Chuan Luo, Si Qin, Qingwei Lin, Dongmei Zhang, Gurpreet Virdi, Thomas Moscibroda

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

CARE: Infusing Causal Aware Thinking to Root Cause Analysis in Cloud System.

Yong Xu, Xu Zhang, Chuan Luo, Si Qin, Rohit Pandey, Chao Du, Qingwei Lin, Yingnong Dang, Andrew Zhou

Proceedings of the HAOC '21: Proceedings of the 1st Workshop on High Availability and Observability of Cloud Systems, 2021

2020

CloudDet: Interactive Visual Analysis of Anomalous Performances in Cloud Computing Systems.

Ke Xu, Yun Wang, Leni Yang, Yifang Wang, Bo Qiao, Si Qin, Yong Xu, Haidong Zhang, Huamin Qu

IEEE Trans. Vis. Comput. Graph., 2020

Improved two-dimensional DOA estimation using parallel coprime arrays.

Si Qin, Yimin D. Zhang, Moeness G. Amin

Signal Process., 2020

Efficient incident identification from multi-dimensional issue reports via meta-heuristic search.

Jiazhen Gu, Chuan Luo, Si Qin, Bo Qiao, Qingwei Lin, Hongyu Zhang, Ze Li, Yingnong Dang, Shaowei Cai, Wei Wu, Yangfan Zhou, Murali Chintalapati, Dongmei Zhang

Proceedings of the ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020

2019

Cross-dataset Time Series Anomaly Detection for Cloud Systems.

Xu Zhang, Qingwei Lin, Yong Xu, Si Qin, Hongyu Zhang, Bo Qiao, Yingnong Dang, Xinsheng Yang, Qian Cheng, Murali Chintalapati, Youjiang Wu, Ken Hsieh, Kaixin Sui, Xin Meng, Yaohai Xu, Wenchi Zhang, Furao Shen, Dongmei Zhang

Proceedings of the 2019 USENIX Annual Technical Conference, 2019

2018

The design and construction based on the ASEAN piano music library and display platform.

Chen Xi, Si Qin

J. Intell. Fuzzy Syst., 2018

2017

Generalized Coprime Sampling of Toeplitz Matrices for Spectrum Estimation.

Si Qin, Yimin D. Zhang, Moeness G. Amin, Abdelhak M. Zoubir

IEEE Trans. Signal Process., 2017

A BCI-Based Environmental Control System for Patients With Severe Spinal Cord Injuries.

Rui Zhang, Qihong Wang, Kai Li, Shenghong He, Si Qin, Zhenghui Feng, Yang Chen, Pingxia Song, Tingyan Yang, Yuandong Zhang, Zhuliang Yu, Yaohua Hu, Ming Shao, Yuanqing Li

IEEE Trans. Biomed. Eng., 2017

DOA estimation exploiting a uniform linear array with multiple co-prime frequencies.

Si Qin, Yimin D. Zhang, Moeness G. Amin, Braham Himed

Signal Process., 2017

Frequency Diverse Coprime Arrays With Coprime Frequency Offsets for Multitarget Localization.

Si Qin, Yimin D. Zhang, Moeness G. Amin, Fulvio Gini

IEEE J. Sel. Top. Signal Process., 2017

DOA estimation of mixed coherent and uncorrelated targets exploiting coprime MIMO radar.

Si Qin, Yimin D. Zhang, Moeness G. Amin

Digit. Signal Process., 2017

Research on Setting and Benefit Evaluation of Integrated Waiting Area Based on VISSIM Platform.

XinChao Chen, Si Qin, Jian Zhang, Hong Pan

Proceedings of the Information Technology and Intelligent Transportation Systems, 2017

Robust DOA estimation in the presence of mis-calibrated sensors.

Ben Wang, Si Qin, Yimin D. Zhang, Moeness G. Amin

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Two-dimensional DOA estimation using parallel coprime subarrays.

Si Qin, Yimin D. Zhang, Moeness G. Amin

Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016

Generalized coprime sampling of Toeplitz matrices.

Si Qin, Yimin D. Zhang, Moeness G. Amin, Abdelhak M. Zoubir

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Generalized Coprime Array Configurations for Direction-of-Arrival Estimation.

Si Qin, Yimin D. Zhang, Moeness G. Amin

IEEE Trans. Signal Process., 2015

Doa estimation of nonparametric spreading spatial spectrum based on bayesian compressive sensing exploiting intra-task dependency.

Si Qin, Qisong Wu, Yimin D. Zhang, Moeness G. Amin

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Sparsity-based multi-target localization exploiting multi-frequency coprime array.

Si Qin, Yimin D. Zhang, Moeness G. Amin

Proceedings of the IEEE China Summit and International Conference on Signal and Information Processing, 2015

2014

Generalized coprime array configurations.

Si Qin, Yimin D. Zhang, Moeness G. Amin

Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014

Large-scale sparse reconstruction through partitioned compressive sensing.

Si Qin, Yimin D. Zhang, Qisong Wu, Moeness G. Amin

Proceedings of the 19th International Conference on Digital Signal Processing, 2014

Doa estimation exploiting coprime arrays with sparse sensor spacing.

Yimin D. Zhang, Si Qin, Moeness G. Amin

Proceedings of the IEEE International Conference on Acoustics, 2014