About me

Yulong Gu is a Research Scientist at ByteDance working on Douyin Recommender System. Prior to Bytedance, he was a Research Scientist at Alibaba Group working on ranking in E-commerce Search Engine (Taobao Search) from 2020 to 2022. Prior to Alibaba, he was a Research Scientist at JD.com working on E-commerce Recommender Systems (JD Recommender System) from 2017 to 2020. He obatained Ph.D. (2017) from Tsinghua University. His research interests including information retrieval, recommender system, online advertising, deep learning, reinforcement learning, data mining and natural language processing. He published many research papers in premium conferences, such as SIGIR, WSDM, CIKM, ICDM, AAAI, IJCAI.

Latest News

Publications

Year of 2022

Modeling Users’ Contextualized Page-wise Feedback for Click-Through Rate Prediction in E-commerce Search

Zhifang Fan, Dan Ou, Yulong Gu , Bairan Fu, Xiang Li, Wentian Bao, Xinyu Dai, Xiaoyi Zeng, Tao Zhuang, Qingwen Liu
WSDM 2022
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Year of 2021

Attentive Neural Point Processes for Event Forecasting
Yulong Gu
AAAI 2021
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Self-Supervised Learning on Users’ Spontaneous Behaviors for Multi-Scenario Ranking in E-commerce
Yulong Gu , Wentian Bao, Dan Ou, Xiang Li, Baoliang Cui, Biyu Ma, Haikuan Huang, Qingwen Liu, Xiaoyi Zeng
CIKM 2021
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Year of 2020

Deep Multifaceted Transformers for Multi-objective Ranking in Large-Scale E-commerce Recommender Systems
Yulong Gu , Zhuoye Ding, Shuaiqiang Wang, Lixin Zou, Yiding Liu, Dawei Yin.
CIKM 2020
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Decoupled Graph Convolution Network for Inferring Substitutable and Complementary Items
Yiding Liu, Yulong Gu , Zhuoye Ding, Junchao Gao, Ziyi Guo, Yongjun Bao, Weipeng Yan.
CIKM 2020
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Neural Interactive Collaborative Filtering
Lixin Zou, Long Xia, Yulong Gu , Xiangyu Zhao, Weidong Liu, Jimmy Xiangji Huang, Dawei Yin.
SIGIR 2020
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Hierarchical User Profiling for E-commerce Recommender Systems
Yulong Gu , Zhuoye Ding, Shuaiqiang Wang, Dawei Yin.
WSDM 2020
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Year of 2019

Semi-supervised User Profiling with Heterogeneous Graph Attention Networks
Weijian Chen, Yulong Gu , Zhaochun Ren, Xiangnan He, Hongtao Xie, Tong Guo, Dawei Yin, Yongdong Zhang.
IJCAI 2019
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Year of 2016

HLGPS: A Home Location Global Positioning System in Location-Based Social Networks
Yulong Gu , Yuan Yao, Weidong Liu, Jiaxing Song.
ICDM 2016
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Service

Program Committee

2024: IJCAI, CIKM

2023: IJCAI, CIKM

2022: AAAI, IJCAI, KDD, CIKM

2021: AAAI, IJCAI, CIKM

2020: AAAI, IJCAI

Journals

TOIS

CV

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