Shi Han

2024

Professional Network Matters: Connections Empower Person-Job Fit.

Hao Chen|Lun Du|Yuxuan Lu|Qiang Fu|Xu Chen|Shi Han|Yanbin Kang|Guangming Lu|Zi Li

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024

Source Free Graph Unsupervised Domain Adaptation.

Haitao Mao|Lun Du|Yujia Zheng|Qiang Fu|Zelin Li|Xu Chen|Shi Han|Dongmei Zhang

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024

Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical Study.

Yuan Sui|Mengyu Zhou|Mingjie Zhou|Shi Han|Dongmei Zhang

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024

2023

Hadamard Adapter: An Extreme Parameter-Efficient Adapter Tuning Method for Pre-trained Language Models.

Yuyan Chen|Qiang Fu|Ge Fan|Lun Du|Jian-Guang Lou|Shi Han|Dongmei Zhang|Zhixu Li|Yanghua Xiao

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023

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.

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.

DIGMN: Dynamic Intent Guided Meta Network for Differentiated User Engagement Forecasting in Online Professional Social Platforms.

Feifan Li|Lun Du|Qiang Fu|Shi Han|Yushu Du|Guangming Lu|Zi Li

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.

Homophily-oriented Heterogeneous Graph Rewiring.

Jiayan Guo|Lun Du|Wendong Bi|Qiang Fu|Xiaojun Ma|Xu Chen|Shi Han|Dongmei Zhang|Yan Zhang

Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

Robust Mid-Pass Filtering Graph Convolutional Networks.

Jincheng Huang|Lun Du|Xu Chen|Qiang Fu|Shi Han|Dongmei Zhang

Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

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

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

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

2021

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

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

2020

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

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