Publications

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Selected Publications (*: supervised junior colleague):

  1. Dongsheng Luo*, Yuchen Bian, Yaowei Yan, Xiao Liu, Jun Huan, and Xiang Zhang, “Local Community Detection in Multiple Networks”, Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2020. (acceptance rate: 216/1279=16.9%)
  2. Dongsheng Luo, Jingchao Ni, Suhang Wang, Yuchen Bian, Xiong Yu, and Xiang Zhang. “Deep Multi-Graph Clustering via Attentive Cross-Graph Association”, Proceedings of the ACM International WSDM Conference (WSDM), 2019. (acceptance rate: 91/615=15%)
  3. Yuchen Bian, Dongsheng Luo, Yaowei Yan, Wei Cheng, Wei Wang, and Xiang Zhang. “Memory-Based Random Walk for Multi-Query Local Community Detection.” Knowledge and Information Systems (KAIS), 2019 (DOI), (one of the best paper candidates of ICDM 2018)
  4. Yaowei Yan, Yuchen Bian, Dongsheng Luo, Dongwon Lee, and Xiang Zhang. “Constrained Local Graph Clustering by Colored Random Walk”, Proceedings of  The Web Conference (WWW), 2019. (Full paper, acceptance rate: 225/1247=18%)
  5. Yuchen Bian, Yaowei Yan, Wei Cheng, Wei Wang, Dongsheng Luo, and Xiang Zhang. “On Multi-Query Local Community Detection”, Proceedings of the IEEE International Conference on Data Mining (ICDM), 2018. [pdf][appendix][code]  (Best paper candidate, Regular paper, acceptance rate: 84/948=8.86%).
  6. Yuchen Bian, Jingchao Ni, Wei Cheng, Xiang Zhang. “The Multi-Walker Chain and Its Application in Local Community Detection.” Knowledge and Information Systems (KAIS), 2018 (DOI)[pdf]. (one of the best paper candidates of ICDM 2017).
  7. Yubao Wu, Xiang Zhang, Yuchen Bian, et al. “Second-order random walk-based proximity measures in graph analysis: formulations and algorithms.” The VLDB Journal 2017: 1-26.
  8. Yuchen Bian, Jingchao Ni, Wei Cheng, Xiang Zhang. “Many Heads are Better than One: Local Community Detection by the Multi-Walker Chain.” Proceedings of the IEEE International Conference on Data Mining (ICDM) 2017. [pdf][code] (Best paper candidate, Regular paper, acceptance rate: 72/778=9.25%)
  9. Yubao Wu, Yuchen Bian, Xiang Zhang. “Remember where you came from: on the second-order random walk based proximity measures.” Proceedings of the VLDB Endowment (VLDB) 10, no. 1, 2016: 13-24. [pdf]
  10.  Yuchen Bian, Feng Dong, Weida Zhang et al. “3D Reconstruction of Single Rising Bubble in Water Using Digital Image Processing and Characteristic Matrix.” Particuology, 11, no. 2, 2013: 170–183.
  11.  Yuchen Bian, Feng Dong, Hongyi Wang. “Reconstruction of Rising Bubble With Digital Image Processing Method”. Proceedings of IEEE International Instrumentation and Measurement Technology Conference (I2MTC), 2011: 430-435.