Si Qin

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 52

Top Topics

Direction Of Arrival

Reinforcement Learning

Cloud Computing

Top Venues

ESEC/SIGSOFT FSE

WWW (Companion Volume)

Publications

Zhaoyang Yu, Minghua Ma, Chaoyun Zhang, Si Qin, Yu Kang, Chetan Bansal, Saravan Rajmohan, Yingnong Dang, Changhua Pei, Dan Pei, Qingwei Lin, Dongmei Zhang
MonitorAssistant: Simplifying Cloud Service Monitoring via Large Language Models. SIGSOFT FSE Companion (2024)
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
An Advanced Reinforcement Learning Framework for Online Scheduling of Deferrable Workloads in Cloud Computing. CoRR (2024)
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
AllHands: Ask Me Anything on Large-scale Verbatim Feedback via Large Language Models. CoRR (2024)
Dapeng Li, Hang Dong, Lu Wang, Bo Qiao, Si Qin, Qingwei Lin, Dongmei Zhang, Qi Zhang, Zhiwei Xu, Bin Zhang, Guoliang Fan
Verco: Learning Coordinated Verbal Communication for Multi-agent Reinforcement Learning. CoRR (2024)
Ruomeng Ding, Chaoyun Zhang, Lu Wang, Yong Xu, Minghua Ma, Wei Zhang, Si Qin, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang
Everything of Thoughts: Defying the Law of Penrose Triangle for Thought Generation. ACL (Findings) (2024)
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
Risk-aware Adaptive Virtual CPU Oversubscription in Microsoft Cloud via Prototypical Human-in-the-loop Imitation Learning. CoRR (2024)
Jun Liu, Chaoyun Zhang, Jiaxu Qian, Minghua Ma, Si Qin, Chetan Bansal, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
Large Language Models can Deliver Accurate and Interpretable Time Series Anomaly Detection. CoRR (2024)
Chaoyun Zhang, Liqun Li, Shilin He, Xu Zhang, Bo Qiao, Si Qin, Minghua Ma, Yu Kang, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang
UFO: A UI-Focused Agent for Windows OS Interaction. CoRR (2024)
Lu Wang, Mayukh Das, Fangkai Yang, Chao Du, Bo Qiao, Hang Dong, Si Qin, Chetan Bansal, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang
COIN: Chance-Constrained Imitation Learning for Uncertainty-aware Adaptive Resource Oversubscription Policy. CoRR (2024)
Yuxuan Jiang, Chaoyun Zhang, Shilin He, Zhihao Yang, Minghua Ma, Si Qin, Yu Kang, Yingnong Dang, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang
Xpert: Empowering Incident Management with Query Recommendations via Large Language Models. ICSE (2024)
Tong Cheng, Hang Dong, Lu Wang, Bo Qiao, Si Qin, Qingwei Lin, Dongmei Zhang, Saravan Rajmohan, Thomas Moscibroda
Multi-Agent Reinforcement Learning with Shared Policy for Cloud Quota Management Problem. WWW (Companion Volume) (2023)
Yuxuan Jiang, Chaoyun Zhang, Shilin He, Zhihao Yang, Minghua Ma, Si Qin, Yu Kang, Yingnong Dang, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang
Xpert: Empowering Incident Management with Query Recommendations via Large Language Models. CoRR (2023)
Junjie Sheng, Lu Wang, Fangkai Yang, Bo Qiao, Hang Dong, Xiangfeng Wang, Bo Jin, Jun Wang, Si Qin, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang
Learning Cooperative Oversubscription for Cloud by Chance-Constrained Multi-Agent Reinforcement Learning. WWW (2023)
Haozhe Li, Minghua Ma, Yudong Liu, Si Qin, Bo Qiao, Randolph Yao, Harshwardhan Chaturvedi, Tri Tran, Murali Chintalapati, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang
CODEC: Cost-Effective Duration Prediction System for Deadline Scheduling in the Cloud. ISSRE (2023)
Xiangguo Sun, Hong Cheng, Hang Dong, Bo Qiao, Si Qin, Qingwei Lin
Counter-Empirical Attacking based on Adversarial Reinforcement Learning for Time-Relevant Scoring System. CoRR (2023)
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
TaskWeaver: A Code-First Agent Framework. CoRR (2023)
Si Qin, Feilong Bao, Uuganbaatar Dulamragchaa
Mongolian Medicine Named Entity Recognition via Dictionary-Based Synonym Generalization. CCIS (2023)
Haoxin Liu, Pu Zhao, Si Qin, Yong Shi, Mirror Xu, Qingwei Lin, Dongmei Zhang
HAPENS: Hardness-Personalized Negative Sampling for Implicit Collaborative Filtering. WWW (Companion Volume) (2023)
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
Snape: Reliable and Low-Cost Computing with Mixture of Spot and On-Demand VMs. ASPLOS (3) (2023)
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
How Different are the Cloud Workloads? Characterizing Large-Scale Private and Public Cloud Workloads. DSN (2023)
Ruifei Zhang, Feng Zhang, Si Qin, De-Jun Fan, Chaowei Fang, Jie Ma, Xiang Wan, Guanbin Li, Xutao Lin
Multi-Task Learning With Hierarchical Guidance for Locating and Stratifying Submucosal Tumors. IEEE J. Biomed. Health Informatics 27 (9) (2023)
Ruomeng Ding, Chaoyun Zhang, Lu Wang, Yong Xu, Minghua Ma, Wei Zhang, Si Qin, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang
Everything of Thoughts: Defying the Law of Penrose Triangle for Thought Generation. CoRR (2023)
Liting Chen, Lu Wang, Hang Dong, Yali Du, Jie Yan, Fangkai Yang, Shuang Li, Pu Zhao, Si Qin, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang
Introspective Tips: Large Language Model for In-Context Decision Making. CoRR (2023)
Si Qin, Larisa G. Orchakova, Zi-Yu Liu, Yulia V. Smirnova, Elena A. Tokareva
Using the Learning Management System "Modular Object-Oriented Dynamic Learning Environment" in Multilingual Education. Int. J. Emerg. Technol. Learn. 17 (3) (2022)
Jie Yan, Yunlei Lu, Liting Chen, Si Qin, Yixin Fang, Qingwei Lin, Thomas Moscibroda, Saravan Rajmohan, Dongmei Zhang
Solving the Batch Stochastic Bin Packing Problem in Cloud: A Chance-constrained Optimization Approach. KDD (2022)
Junjie Sheng, Lu Wang, Fangkai Yang, Bo Qiao, Hang Dong, Xiangfeng Wang, Bo Jin, Jun Wang, Si Qin, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang
Learning Cooperative Oversubscription for Cloud by Chance-Constrained Multi-Agent Reinforcement Learning. CoRR (2022)
Lin Tian, Si Qin
Seismic Data Interpolation by the Projected Iterative Soft-threshold Algorithm for Tight Frame. IPMV (2022)
Jie Yan, Yunlei Lu, Liting Chen, Si Qin, Yixin Fang, Qingwei Lin, Thomas Moscibroda, Saravan Rajmohan, Dongmei Zhang
Solving the Batch Stochastic Bin Packing Problem in Cloud: A Chance-constrained Optimization Approach. CoRR (2022)
Zihuan Mao, Shengheng Liu, Si Qin, Yongming Huang
Cramér-Rao Bound of Joint DOA-Range Estimation for Coprime Frequency Diverse Arrays. Remote. Sens. 14 (3) (2022)
Chang Lou, Cong Chen, Peng Huang, Yingnong Dang, Si Qin, Xinsheng Yang, Xukun Li, Qingwei Lin, Murali Chintalapati
RESIN: A Holistic Service for Dealing with Memory Leaks in Production Cloud Infrastructure. OSDI (2022)
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
Spot Virtual Machine Eviction Prediction in Microsoft Cloud. WWW (Companion Volume) (2022)
Hang Dong, Boshi Wang, Bo Qiao, Wenqian Xing, Chuan Luo, Si Qin, Qingwei Lin, Dongmei Zhang, Gurpreet Virdi, Thomas Moscibroda
Predictive Job Scheduling under Uncertain Constraints in Cloud Computing. IJCAI (2021)
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
Effective low capacity status prediction for cloud systems. ESEC/SIGSOFT FSE (2021)
Yong Xu, Xu Zhang, Chuan Luo, Si Qin, Rohit Pandey, Chao Du, Qingwei Lin, Yingnong Dang, Andrew Zhou
CARE: Infusing Causal Aware Thinking to Root Cause Analysis in Cloud System. HAOC@EuroSys (2021)
Xu Zhang, Chao Du, Yifan Li, Yong Xu, Hongyu Zhang, Si Qin, Ze Li, Qingwei Lin, Yingnong Dang, Andrew Zhou, Saravanakumar Rajmohan, Dongmei Zhang
HALO: Hierarchy-aware Fault Localization for Cloud Systems. KDD (2021)
Yang Zhao, Si Qin, Yiran Shi, Yao-Wu Shi
Direction of Arrival Estimation by Matching Pursuit Algorithm With Subspace Information. IEEE Access 9 (2021)
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
Onion: identifying incident-indicating logs for cloud systems. ESEC/SIGSOFT FSE (2021)
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
Efficient incident identification from multi-dimensional issue reports via meta-heuristic search. ESEC/SIGSOFT FSE (2020)
Ke Xu, Yun Wang, Leni Yang, Yifang Wang, Bo Qiao, Si Qin, Yong Xu, Haidong Zhang, Huamin Qu
CloudDet: Interactive Visual Analysis of Anomalous Performances in Cloud Computing Systems. IEEE Trans. Vis. Comput. Graph. 26 (1) (2020)
Si Qin, Yimin D. Zhang, Moeness G. Amin
Improved two-dimensional DOA estimation using parallel coprime arrays. Signal Process. 172 (2020)
Ke Xu, Yun Wang, Leni Yang, Yifang Wang, Bo Qiao, Si Qin, Yong Xu, Haidong Zhang, Huamin Qu
CloudDet: Interactive Visual Analysis of Anomalous Performances in Cloud Computing Systems. CoRR (2019)
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
Cross-dataset Time Series Anomaly Detection for Cloud Systems. USENIX Annual Technical Conference (2019)
Chen Xi, Si Qin
The design and construction based on the ASEAN piano music library and display platform. J. Intell. Fuzzy Syst. 35 (3) (2018)
Ben Wang, Si Qin, Yimin D. Zhang, Moeness G. Amin
Robust DOA estimation in the presence of mis-calibrated sensors. ICASSP (2017)
Si Qin, Yimin D. Zhang, Moeness G. Amin, Braham Himed
DOA estimation exploiting a uniform linear array with multiple co-prime frequencies. Signal Process. 130 (2017)
XinChao Chen, Si Qin, Jian Zhang, Hong Pan
Research on Setting and Benefit Evaluation of Integrated Waiting Area Based on VISSIM Platform. ITITS (2017)
Si Qin, Yimin D. Zhang, Moeness G. Amin
DOA estimation of mixed coherent and uncorrelated targets exploiting coprime MIMO radar. Digit. Signal Process. 61 (2017)
Si Qin, Yimin D. Zhang, Moeness G. Amin, Fulvio Gini
Frequency Diverse Coprime Arrays With Coprime Frequency Offsets for Multitarget Localization. IEEE J. Sel. Top. Signal Process. 11 (2) (2017)
Si Qin, Yimin D. Zhang, Moeness G. Amin, Abdelhak M. Zoubir
Generalized Coprime Sampling of Toeplitz Matrices for Spectrum Estimation. IEEE Trans. Signal Process. 65 (1) (2017)
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
A BCI-Based Environmental Control System for Patients With Severe Spinal Cord Injuries. IEEE Trans. Biomed. Eng. 64 (8) (2017)
Si Qin, Yimin D. Zhang, Moeness G. Amin
Two-dimensional DOA estimation using parallel coprime subarrays. SAM (2016)
Si Qin, Yimin D. Zhang, Moeness G. Amin, Abdelhak M. Zoubir
Generalized coprime sampling of Toeplitz matrices. ICASSP (2016)
Si Qin, Qisong Wu, Yimin D. Zhang, Moeness G. Amin
Doa estimation of nonparametric spreading spatial spectrum based on bayesian compressive sensing exploiting intra-task dependency. ICASSP (2015)
Si Qin, Yimin D. Zhang, Moeness G. Amin
Sparsity-based multi-target localization exploiting multi-frequency coprime array. ChinaSIP (2015)
Si Qin, Yimin D. Zhang, Moeness G. Amin
Generalized Coprime Array Configurations for Direction-of-Arrival Estimation. IEEE Trans. Signal Process. 63 (6) (2015)
Si Qin, Yimin D. Zhang, Qisong Wu, Moeness G. Amin
Large-scale sparse reconstruction through partitioned compressive sensing. DSP (2014)
Yimin D. Zhang, Si Qin, Moeness G. Amin
Doa estimation exploiting coprime arrays with sparse sensor spacing. ICASSP (2014)
Si Qin, Yimin D. Zhang, Moeness G. Amin
Generalized coprime array configurations. SAM (2014)