Chongming GAO 高崇铭

D.Eng. student at University of Science and Technology of China (USTC).

Advisor: Xiangnan HE (何向南).


Research Interests: Data mining,

conversational recommender system,

and natural language processing.


chongming.gao@email.com

Hefei, China

Download:   RESUME  /  中文简历

Education

University of Science and Technology of China (USTC)
2020.09 - 2024.06 (expected)
D.Eng. student in School of Information Science and Technology.
Advisor: Xiangnan HE (何向南).
Research topics: Conversational recommender system.
University of Electronic Science and Technology of China (UESTC)
2016.09 - 2019.07
M.Eng. in Department of Computer Science and Technology.
Supervisor: Junming SHAO (邵俊明).
Thesis: Trajectory Semantic Representation and Location Recommender Systems.
University of Electronic Science and Technology of China (UESTC)
2012.09 - 2016.06
B.Eng. in Yingcai Honors College (An elite program). GPA: 3.81, Ranking: 9/72
Supervisor: Junming SHAO (邵俊明).
Thesis: Synchronization-inspired Co-clustering and Its Application to Gene Data.

Industry Experiences

Kuaishou 快手
2020.09 – Now
Research Intern 研究实习生
Advisor: Xun LU, Wenqiang LEI, and Xiangnan HE.
Research topics: Conversational recommender system.
Alibaba 阿里巴巴
2019.03 – 2019.09
Research Intern 研究实习生.
Advisor: Hao WANG.
Research topics: Shared-account-aware recommender system.

Research

Advances and Challenges in Conversational Recommender Systems: A Survey
Chongming Gao, Wenqiang Lei, Xiangnan He, Maarten de Rijke, Tat-Seng Chua
Preprint Under Journal Submission [J], 2021.
Download: [pdf, slide(45 minutes)] | Survey
Semantic Trajectory Representation and Retrieval via Hierarchical Embedding
Chongming Gao, Chen Huang, Zhong Zhang, Qinli Yang, Junming Shao
IS Information Sciences [J], 2020.
Download: [pdf]
Revisiting Representation Degeneration Problem in Language Modeling
Zhong Zhang, Chongming Gao, Cong Xu, Rui Miao, Qinli Yang, Junming Shao
EMNLP EMNLP | Findings, 2020.
Download: [pdf]
Towards Robust Arbitrarily Oriented Subspace Clustering
Zhong Zhang, Chongming Gao, Chongzhi Liu, Qinli Yang, Junming Shao
DASFAA Database Systems for Advanced Applications, 2019.
Download: [pdf] | Best Paper
BLOMA: Explain Collaborative Filtering via Boosted Local Rank-One Matrix Approximation
Chongming Gao, Shuai Yuan, Zhong Zhang, Hongzhi Yin, Junming Shao
DASFAA Database Systems for Advanced Applications, 2019.
Download: [poster] | Short Paper
Semantic Trajectory Compression via Multi-resolution Synchronization-based Clustering
Chongming Gao, Yi Zhao, Ruizhi Wu, Qinli Yang, Junming Shao
KBS Knowledge-Based Systems [J], 2020.
Download: [pdf]
Online Budgeted Least Squares with Unlabeled Data
Chen Huang, Peiyan Li, Chongming Gao, Qinli Yang, Junming Shao
ICDM IEEE International Conference on Data Mining, 2019.
Download: [pdf]
Generating Reliable Friends via Adversarial Training to Improve Social Recommendation
Junliang Yu, Min Gao, Hongzhi Yin, Jundong Li, Chongming Gao, Qinyong Wang
ICDM IEEE International Conference on Data Mining, 2019.
Download: [pdf] [code]
SemiSync: Semi-supervised Clustering by Synchronization
Zhong Zhang, DiDi Kang, Chongming Gao, Junming Shao
DASFAA Database Systems for Advanced Applications, 2019.
Download: [pdf] | Short Paper
Synchronization-inspired Co-clustering and Its Application to Gene Expression Data
Junming Shao, Chongming Gao, Wei Zeng, Jingkuan Song, Qinli Yang
ICDM IEEE International Conference on Data Mining, 2017.
Download: [pdf]

Awards & Honors

2019 One of our papers won the Best Paper Award of DASFAA'19 (CORE2018 Rank B, CCF B).
2019 Outstanding Master's Thesis Award of UESTC.
2019 Outstanding Graduate Student Award of UESTC.
2016 Rank No.1 in Undergraduate Thesis Defense of UESTC. Outstanding undergraduate graduation thesis award.
2016 Honorary Graduate of UESTC. Top 10 in Yingcai Honors College.
2014 Meritorious Winner for CSIAM's China Undergraduate Mathematical Contest in Modeling.
2013 First Prize in Sichuan Contest District in China Undergraduate Mathematical Contest in Modeling.
2012 TANG Lixin Scholarship of UESTC. Top 60 out of over 25,000 undergraduate and graduate students at UESTC.
2012 Rank No.1 in entering UESTC from Yunnan Province (Score: 614).