Ruini Xue

Ruini Xue

Associate Professor at School of Computer Science and Engineering, UESTC.

Bio

I am currently teaching the graduate course “Distributed Systems” and the undergraduate course “Operating Systems”. My research interests span computer architecture and distributed systems, with a focus on graph computing, graph databases, and vector indexing. Recently, my group has been exploring both AI for systems and systems for AI. Our research outcomes have been integrated into products or deployed in production environments at leading companies such as Ant Group, DiDi Global and Stargraph.

I received my master’s and Ph.D. degrees from Tsinghua University, advised by Prof. Weimin Zheng and Prof. Wenguang Chen.

Teaching

  • Operating System, Undergradutaes, 2012-2025
  • Distributed System, Graduates, 2019-2024
  • Advanced Network System, Graduates, 2016-2018

Events

  • 2025/06/19: SimPoint Best Paper Nominee, Euro-par 2025.
  • 2025/05/01: “SimPoint+: More Stable, Accurate and Efficient Program Analysis” accepted by Euro-par 2025.
  • 2025/04/01: “A Neural Network-Based Pipeline Parallel Strategy Solver for Heterogeneous Environments” accepted by IJCNN 2025.
  • 2025/04/01: “Low-Rank Decomposition Assisted Quantization and Inference Compensation for Quality Large Language Model Inference” accepted by IJCNN 2025.

Publications

  • Haowen Bian, Lingwei Chao, Jingxuan Su, Wenhong Tian, Ruini Xue. Robust ANN Searching for Dynamic Vector Streams without Rebuilding Index. 2024 5th International Conference on Computer, Big Data and Artificial Intelligence (ICCBD+AI), Jingdezhen, China, 2024, pp. 278-282.
  • Nanxin Zhou, Yiwei Liu, Yujun Li, Ruini Xue. A Generalization-Enhanced Method for Encrypted Proxy Traffic Identification Based on Autoencoder. 2024 2nd International Conference On Mobile Internet, Cloud Computing and Information Security (MICCIS), Changsha City, China, 2024, pp. 221-228.
  • Zhongyu Yang, Chen Shen, Wei Shao, Tengfei Xing, Runbo Hu, Pengfei Xu, Hua Chai, Ruini Xue. LDTR: Transformer-based Lane Detection with Anchor-chain Representation. Comp. Visual Media (2024): 10(4):753-769.
  • Guangyao Zhou, Wenhong Tian, Rajkumar Buyya, Ruini Xue, Liang Song. Deep reinforcement learning-based methods for resource scheduling in cloud computing: A review and future directions. Artificial Intelligence Review 57, no. 5 (2024): 124.
  • Yuanlun Xie, Wenhong Tian, Liang Song, Ruini Xue, Zhiyuan Zha, Bihan Wen. A joint learning method with consistency-aware for low-resolution facial expression recognition. Expert Systems with Applications 244 (2024): 123022.
  • Zhaoxian Wang, Kuanlu Fan, Lingwei Chao, Ruini Xue. BigChain: Consolidating Blockchain Client for Scalable Analysis. The 4th International Conference on Computer, Big Data and Artificial Intelligence, 227-231, 2023.
  • Ruini Xue, Yijun Wang, Lingwei Chao, Wenhong Tian. Fast Approximate Pattern Counting For Static Graphs. 3rd International Conference on Frontiers of Electronics, Information and Computation Technologies (ICFEICT), Yangzhou, China, 2023, pp. 584-588.
  • Zhongyu Yang, Chen Shen, Wei Shao, Tengfei Xing, Runbo Hu, Pengfei Xu, Hua Chai, Ruini Xue. CANet: Curved Guide Line Network with Adaptive Decoder for Lane Detection. ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Rhodes Island, Greece, 2023, pp. 1-5, doi: 10.1109/ICASSP49357.2023.10096282.
  • Ruini Xue, Yijun Wang, Shengbo Liu, Yunxiang Li, Wenhong Tian. SPAC: Scalable Pattern Approximate Counting in Graph Mining. 22nd International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2022). Copenhagen, Denmark, 10-12 October 2022
  • Yitian Li, Ruini Xue, Mengmeng Zhu, Jing Xu, Zenglin Xu. Angular Triplet Loss-based Camera Network for ReID. International Joint Conference on Neural Networks, IJCNN 2021: 1-7
  • Yitian Li, Ruini Xue, Mengmeng Zhu, Qing Xu, Zenglin Xu. ReadNet: Towards Accurate ReID with Limited and Noisy Samples. CoRR abs/2005.05740 (2020)
  • Ruini Xue, Zhibin Dong, Wei Su, Xiaofang Li. LMCC: Lazy Message and Centralized Cache for Asynchronous Graph Computing. 18th International Conference, ICA3PP 2018, Guangzhou, China, November 15-17, 2018, 60-75
  • Ruini Xue, Zhongyang Guan, Zhibin Dong, Wei Su. Dual-Scheme Block Management to Trade Off Storage Overhead, Performance and Reliability. 4th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2018, Zhengzhou, China, September 21-23, 2018, 462-476.
  • Lidong Zhang, Yongwei Wu, Ruini Xue, Yeh-ching Chung. HybridFS - A High Performance and Balanced File System Framework with Multiple Distribute File Systems. 41st IEEE Annual Computer Software and Applications Conference, COMPSAC 2017, Turin, Italy, July 4-8, 2017. Volume 1. IEEE Computer Society 2017, 796-805.
  • Zhiying Li, Ruini Xue, Lixiang Ao. Replichard: Towards Tradeoff between Consistency and Performance for Metadata. ACM International Conference on Supercomputing (ICS 2016). 25:1-25:11
  • Shengli Gao, Ruini Xue. Bolas+: Scalable Lightweight Locality-aware Scheduling for Hadoop. The 14th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA 2016). 1077-1084
  • Yong Zhao, Youfu Li, Ioan Raicu, Shiyong Lu, Cui Lin, Yanzhe Zhang, Wenhong Tian, Ruini Xue. A Service Framework for Scientific Workflow Management in the Cloud. IEEE Transactions on Services Computing, 2015, 8(6): 930-944. (SCI)
  • Ruini Xue, Lixiang Ao, Zhongyang Guan. COMET: Client-Oriented METadata Service for Highly Available Distributed File Systems. 27th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD 2015), 154-161.
  • Ruini Xue, Shengli Gao, Lixiang Ao, Zhongyang Guan. Bolas: Bipartite-graph Oriented Locality-Aware Scheduling for MapReduce Tasks. 14th International Symposium on Parallel and Distributed Computing (ISPDC 2015), 37-45.
  • Ruini Xue, Zhongyang Guan, Shengli Gao, Lixiang Ao. NM2H: Design and Implementation of NoSQL Extension for HDFS Metadata Management. 17th IEEE International Conference on Computational Science and Engineering (CSE 2014): 1282-1289.
  • Ruini Xue, Lixiang Ao, Shengli Gao, Zhongyang Guan, Lupeng Lian. Partitioner: A Distributed HDFS Metadata Server Cluster. International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC 2014), 167-174.
  • Yong Zhao, Youfu Li, Ioan Raicu, Shiyong Lu, Cui Lin, Yanzhe Zhang, Wenhong Tian, Ruini Xue. A Service Framework for Scientific Workflow Management in the Cloud. IEEE Transactions on Services Computing, 2014, 930-944.
  • Yong Zhao, Youfu Li, Ioan Raicu, Cui Lin, Wenhong Tian, Ruini Xue. Migrating Scientific Workflow Management Systems from the Grid to the Cloud. Cloud Computing for Data Intensive Applications, Springer, 2014 (book chapter)
  • 田文洪, 陈瑜, 王心阳, 薛瑞尼, 赵勇. 最小化多 MapReduce 任务总完工时间的分析模型及其应用. 计算机工程与科学, 2014, 36(4), 571-578.
  • Wenhong Tian, Ruini Xue, Xu Dong, Haoyan Wang. An Approach to Design and Implement RFID Middleware System over Cloud Computing. International Journal of Distributed Sensor Networks, 2013
  • Wenhong Tian, Ruini Xue, Jun Cao, Qin Xiong, Yujun Hu. An Energy-Efficient Online Parallel Scheduling Method for Cloud Data Centers By Minimizing Total Busy Time. IEEE Ninth World Congress on Services, SERVICES 2013. 397-402.
  • Yangyang Zhao, Wentao Han, Ruini Xue, Wenguang Chen. SMILE: streaming management of applications and data for mobile terminals. Intl. Journal of Cloud Computing, 1(4): 329-350 (2012)
  • Yong Zhao, Yanzhe Zhang, Wenhong Tian, Ruini Xue, Cui Lin. Designing and Deploying a Scientific Computing Cloud Platform. 13th ACM/IEEE International Conference on Grid Computing, GRID 2012: 104-113.
  • Yong Zhao, Youfu Li, Wenhong Tian, Ruini Xue. Scientific-Workflow-Management-As-a-Service in the Cloud. IEEE International Conference on Cloud and Green Computing (CGC), 2012.
  • 薛瑞尼, 翟季冬, 陈文光, 郑纬民. 多机虚拟执行技术的应用研究. 中国计算机学会通讯, 7(10):30-35, 2011.
  • Hao Liu, Yaoxue Zhang, Yuezhi Zhou, Ruini Xue. A Rate and Resource Detection Based Receive Buffer Adaptation Approach for High-speed Data Transportation. 19th International Conference on Computer Communications and Networks (ICCCN’10), 1-6, 2010.
  • Ruini Xue, Xuezheng Liu, Ming Wu, Zhenyu Guo, Wenguang Chen, Weimin Zheng, Zheng Zhang, Geoffery M. Voelker. MPIWiz: Subgroup Reproducible Replay of MPI Applications. 14th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming (PPoPP’09), 251-260, 2009. (SCI, CCF A类)
  • Ruini Xue, Wenguang Chen, Weimin Zheng. CprFS: A User-level File System to Support Consistent File States for Checkpoint and Restart. 22nd ACM International Conference on Supercomputing (ICS’08), 114-223, 2008.
  • 薛瑞尼, 张悠慧, 陈文光, 郑纬民. 面向集群的消息传递并行程序容错系统. 清华大学学报（自然科学版）, 46(1):67-70, 2006.
  • Ruini Xue, Youhui Zhang, Wenguang Chen, Weimin Zheng. Thckpt: Transparent Checkpointing of UNIX Processes under IA64. Parallel and Distributed Processing Techniques and Applications (PDPTA’05), 325-332, 2005.
  • Youhui Zhang, Dongsheng Wang, Ruini Xue. A Checkpointing/Recovery System for MPI Applications on Cluster of IA-64 Computers. 4th Workshop on Compile and Runtime Techniques for Parallel Computing (ICPP’05), 320-327, 2005
  • 薛瑞尼, 陈文光, 郑纬民. 基于内存功能划分的并行程序检查点策略研究. 华中科技大学学报, 33(12):107-110, 2005.

Alumni

Current

  • Xueyin Wang

  • Yaodong Hu

  • Peilin Cai
  • Tianyu Xiong

  • Weiyuan Shen

  • Jiangying Xue
  • Lingna Xin

  • Lingwei Chao

  • Haowen Bian
  • Jingxuan Su

Graduated

  • Kuanlu Fan
  • Rui Wang

  • Zhaoxian Wang

  • Yingchun Ma
  • Yunxiang Li

  • Zhongyu Yang

  • Yijun Wang

  • Dahe Tang

  • Ruoxin Li

  • Xiaofang Li

  • Zhibin Dong

  • Zihao Chen

  • Zhongyang Guan

  • Lixiang Ao
  • Shengli Gao