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Stephen Guo
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2020 – today
- 2023
- [c17]Yibo Wang, Yanbing Xue, Bo Liu, Musen Wen, Wenting Zhao, Stephen Guo, Philip S. Yu:
Click-Conversion Multi-Task Model with Position Bias Mitigation for Sponsored Search in eCommerce. SIGIR 2023: 1884-1888 - [i15]Yibo Wang, Yanbing Xue, Bo Liu, Musen Wen, Wenting Zhao, Stephen Guo, Philip S. Yu:
Click-Conversion Multi-Task Model with Position Bias Mitigation for Sponsored Search in eCommerce. CoRR abs/2307.16060 (2023) - 2022
- [c16]Xiaohan Li, Zheng Liu, Luyi Ma, Kaushiki Nag, Stephen Guo, Philip S. Yu, Kannan Achan:
Mitigating Frequency Bias in Next-Basket Recommendation via Deconfounders. IEEE Big Data 2022: 616-625 - [c15]Linsey Pang, Wei Liu, Lingfei Wu, Kexin Xie, Stephen Guo, Raghav Chalapathy, Musen Wen:
Applied Machine Learning Methods for Time Series Forecasting. CIKM 2022: 5175-5176 - [c14]Linsey Pang, Wei Liu, Keng-hao Chang, Xue Li, Moumita Bhattacharya, Xianjing Liu, Stephen Guo:
Deep Search Relevance Ranking in Practice. KDD 2022: 4810-4811 - [i14]Shuyuan Xu, Da Xu, Evren Körpeoglu, Sushant Kumar, Stephen Guo, Kannan Achan, Yongfeng Zhang:
Causal Structure Learning with Recommendation System. CoRR abs/2210.10256 (2022) - [i13]Xiaohan Li, Zheng Liu, Luyi Ma, Kaushiki Nag, Stephen Guo, Philip S. Yu, Kannan Achan:
Mitigating Frequency Bias in Next-Basket Recommendation via Deconfounders. CoRR abs/2211.09072 (2022) - 2021
- [c13]Xiaohan Li, Zhiwei Liu, Stephen Guo, Zheng Liu, Hao Peng, Philip S. Yu, Kannan Achan:
Pre-training Recommender Systems via Reinforced Attentive Multi-relational Graph Neural Network. IEEE BigData 2021: 457-468 - [c12]Yiling Jia, Huazheng Wang, Stephen Guo, Hongning Wang:
PairRank: Online Pairwise Learning to Rank by Divide-and-Conquer. WWW 2021: 146-157 - [c11]Shashank Kedia, Aditya Mantha, Sneha Gupta, Stephen Guo, Kannan Achan:
Generating Rich Product Descriptions for Conversational E-commerce Systems. WWW (Companion Volume) 2021: 349-356 - [i12]Yiling Jia, Huazheng Wang, Stephen Guo, Hongning Wang:
PairRank: Online Pairwise Learning to Rank by Divide-and-Conquer. CoRR abs/2103.00368 (2021) - [i11]Xiaohan Li, Zhiwei Liu, Stephen Guo, Zheng Liu, Hao Peng, Philip S. Yu, Kannan Achan:
Pre-training Recommender Systems via Reinforced Attentive Multi-relational Graph Neural Network. CoRR abs/2111.14036 (2021) - [i10]Shashank Kedia, Aditya Mantha, Sneha Gupta, Stephen Guo, Kannan Achan:
Generating Rich Product Descriptions for Conversational E-commerce Systems. CoRR abs/2111.15298 (2021) - 2020
- [c10]Zhiwei Liu, Xiaohan Li, Ziwei Fan, Stephen Guo, Kannan Achan, Philip S. Yu:
Basket Recommendation with Multi-Intent Translation Graph Neural Network. IEEE BigData 2020: 728-737 - [c9]Aditya Mantha, Anirudha Sundaresan, Shashank Kedia, Yokila Arora, Shubham Gupta, Gaoyang Wang, Praveenkumar Kanumala, Stephen Guo, Kannan Achan:
A Real-Time Whole Page Personalization Framework for E-Commerce. IEEE BigData 2020: 4646-4650 - [c8]Aditya Mantha, Yokila Arora, Shubham Gupta, Praveenkumar Kanumala, Zhiwei Liu, Stephen Guo, Kannan Achan:
A Large-Scale Deep Architecture for Personalized Grocery Basket Recommendations. ICASSP 2020: 3807-3811 - [c7]Zhiwei Liu, Mengting Wan, Stephen Guo, Kannan Achan, Philip S. Yu:
BasConv: Aggregating Heterogeneous Interactions for Basket Recommendation with Graph Convolutional Neural Network. SDM 2020: 64-72 - [i9]Zhiwei Liu, Mengting Wan, Stephen Guo, Kannan Achan, Philip S. Yu:
BasConv: Aggregating Heterogeneous Interactions for Basket Recommendation with Graph Convolutional Neural Network. CoRR abs/2001.09900 (2020) - [i8]Mansi Ranjit Mane, Shashank Kedia, Aditya Mantha, Stephen Guo, Kannan Achan:
Product Title Generation for Conversational Systems using BERT. CoRR abs/2007.11768 (2020) - [i7]Zhiwei Liu, Xiaohan Li, Ziwei Fan, Stephen Guo, Kannan Achan, Philip S. Yu:
Basket Recommendation with Multi-Intent Translation Graph Neural Network. CoRR abs/2010.11419 (2020) - [i6]Rahul Radhakrishnan Iyer, Praveenkumar Kanumala, Stephen Guo, Kannan Achan:
An End-to-End ML System for Personalized Conversational Voice Models in Walmart E-Commerce. CoRR abs/2011.00866 (2020) - [i5]Aditya Mantha, Anirudha Sundaresan, Shashank Kedia, Yokila Arora, Shubham Gupta, Gaoyang Wang, Praveenkumar Kanumala, Stephen Guo, Kannan Achan:
A Real-Time Whole Page Personalization Framework for E-Commerce. CoRR abs/2012.04681 (2020)
2010 – 2019
- 2019
- [c6]Fangchen Sun, Xiaotong Suo, Nishad Kamat, Feng Mao, Stephen Guo, Yitao Yao, Paritosh Malaviya, Kushal Bhatt, Anurag Gupta, Mridul Jain, Kannan Achan:
Recovery-oriented Big Data Computing for Exactly Once Message Processing. IEEE BigData 2019: 2923-2930 - [i4]Mansi Ranjit Mane, Stephen Guo, Kannan Achan:
Complementary-Similarity Learning using Quadruplet Network. CoRR abs/1908.09928 (2019) - [i3]Aditya Mantha, Yokila Arora, Shubham Gupta, Praveenkumar Kanumala, Zhiwei Liu, Stephen Guo, Kannan Achan:
A Large-Scale Deep Architecture for Personalized Grocery Basket Recommendations. CoRR abs/1910.12757 (2019) - 2017
- [c5]Feng Mao, Edgar Blanco, Mingang Fu, Rohit Jain, Anurag Gupta, Sebastien Mancel, Rong Yuan, Stephen Guo, Sai Kumar, Yayang Tian:
Small Boxes Big Data: A Deep Learning Approach to Optimize Variable Sized Bin Packing. BigDataService 2017: 80-89 - [i2]Feng Mao, Edgar Blanco, Mingang Fu, Rohit Jain, Anurag Gupta, Sebastien Mancel, Rong Yuan, Stephen Guo, Sai Kumar, Yayang Tian:
Small Boxes Big Data: A Deep Learning Approach to Optimize Variable Sized Bin Packing. CoRR abs/1702.04415 (2017) - 2015
- [j1]Jiwon Seo, Stephen Guo, Monica S. Lam:
SociaLite: An Efficient Graph Query Language Based on Datalog. IEEE Trans. Knowl. Data Eng. 27(7): 1824-1837 (2015) - 2013
- [c4]Jiwon Seo, Stephen Guo, Monica S. Lam:
SociaLite: Datalog extensions for efficient social network analysis. ICDE 2013: 278-289 - [c3]Stephen Guo, Ming-Wei Chang, Emre Kiciman:
To Link or Not to Link? A Study on End-to-End Tweet Entity Linking. HLT-NAACL 2013: 1020-1030 - 2012
- [c2]Stephen Guo, Aditya G. Parameswaran, Hector Garcia-Molina:
So who won?: dynamic max discovery with the crowd. SIGMOD Conference 2012: 385-396 - 2011
- [c1]Stephen Guo, Mengqiu Wang, Jure Leskovec:
The role of social networks in online shopping: information passing, price of trust, and consumer choice. EC 2011: 157-166 - [i1]Stephen Guo, Mengqiu Wang, Jure Leskovec:
The Role of Social Networks in Online Shopping: Information Passing, Price of Trust, and Consumer Choice. CoRR abs/1104.0942 (2011)
Coauthor Index
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