2023

doi dblp
Revisiting Code Search in a Two-Stage Paradigm
Fan Hu | Yanlin Wang | Lun Du | Xirong Li | Hongyu Zhang | Shi Han | Dongmei Zhang
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023

doi dblp
MM-GNN: Mix-Moment Graph Neural Network towards Modeling Neighborhood Feature Distribution
Wendong Bi | Lun Du | Qiang Fu | Yanlin Wang | Shi Han | Dongmei Zhang
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023

2022

doi dblp
Understanding and Improvement of Adversarial Training for Network Embedding from an Optimization Perspective
Lun Du | Xu Chen | Fei Gao | Qiang Fu | Kunqing Xie | Shi Han | Dongmei Zhang
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

doi dblp
Learning Rate Perturbation: A Generic Plugin of Learning Rate Schedule towards Flatter Local Minima
Hengyu Liu | Qiang Fu | Lun Du | Tiancheng Zhang | Ge Yu | Shi Han | Dongmei Zhang
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

doi dblp
UniParser: A Unified Log Parser for Heterogeneous Log Data
Yudong Liu | Xu Zhang | Shilin He | Hongyu Zhang | Liqun Li | Yu Kang | Yong Xu | Minghua Ma | Qingwei Lin | Yingnong Dang | Saravan Rajmohan | Dongmei Zhang
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

doi dblp
GBK-GNN: Gated Bi-Kernel Graph Neural Networks for Modeling Both Homophily and Heterophily
Lun Du | Xiaozhou Shi | Qiang Fu | Xiaojun Ma | Hengyu Liu | Shi Han | Dongmei Zhang
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

doi dblp
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
Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25 - 29, 2022

2021

doi dblp
AnaSearch: Extract, Retrieve and Visualize Structured Results from Unstructured Text for Analytical Queries
Tongliang Li | Lei Fang | Jian-Guang Lou | Zhoujun Li | Dongmei Zhang
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021

doi dblp
Neuron Campaign for Initialization Guided by Information Bottleneck Theory
Haitao Mao | Xu Chen | Qiang Fu | Lun Du | Shi Han | Dongmei Zhang
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
Is a Single Model Enough? MuCoS: A Multi-Model Ensemble Learning Approach for Semantic Code Search
Lun Du | Xiaozhou Shi | Yanlin Wang | Ensheng Shi | Shi Han | Dongmei Zhang
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
NTAM: Neighborhood-Temporal Attention Model for Disk Failure Prediction in Cloud Platforms
Chuan Luo | Pu Zhao | Bo Qiao | Youjiang Wu | Hongyu Zhang | Wei Wu | Weihai Lu | Yingnong Dang | Saravanakumar Rajmohan | Qingwei Lin | Dongmei Zhang
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

2020

doi dblp
Learning Formatting Style Transfer and Structure Extraction for Spreadsheet Tables with a Hybrid Neural Network Architecture
Haoyu Dong | Jiong Yang | Shi Han | Dongmei Zhang
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

doi dblp
Neural Formatting for Spreadsheet Tables
Haoyu Dong | Jinyu Wang | Zhouyu Fu | Shi Han | Dongmei Zhang
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

2019

doi dblp
Outage Prediction and Diagnosis for Cloud Service Systems
Yujun Chen | Xian Yang | Qingwei Lin | Hongyu Zhang | Feng Gao | Zhangwei Xu | Yingnong Dang | Dongmei Zhang | Hang Dong | Yong Xu | Hao Li | Yu Kang
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019