The role of social networks in online shopping: information passing, price of trust, and consumer choice. - Stephen Guo; Mengqiu Wang; Jure Leskovec (EC, 2011)

So who won?: dynamic max discovery with the crowd. - Stephen Guo; Aditya G. Parameswaran; Hector Garcia-Molina (SIGMOD Conference, 2012)

SociaLite: Datalog extensions for efficient social network analysis. - Jiwon Seo 002; Stephen Guo; Monica S. Lam (ICDE, 2013)

To Link or Not to Link? A Study on End-to-End Tweet Entity Linking. - Stephen D. Guo; Ming-Wei Chang; Emre Kiciman (HLT-NAACL, 2013)

Automated cellular annotation for high-resolution images of adult Caenorhabditis elegans. - Sarah J. Aerni; Xiao Liu; Chuong B. Do; Samuel S. Gross; Andy Nguyen; Stephen D. Guo; Fuhui Long; Hanchuan Peng; Stuart S. Kim; Serafim Batzoglou (Bioinform., 2013)

SociaLite: An Efficient Graph Query Language Based on Datalog. - Jiwon Seo 002; Stephen Guo; Monica S. Lam (IEEE Trans. Knowl. Data Eng., 2015)

Small Boxes Big Data: A Deep Learning Approach to Optimize Variable Sized Bin Packing. - Feng Mao; Edgar Blanco; Mingang Fu; Rohit Jain; Anurag Gupta; Sebastien Mancel; Rong Yuan; Stephen D. Guo; Sai Kumar; Yayang Tian (BigDataService, 2017)

Recovery-oriented Big Data Computing for Exactly Once Message Processing. - Fangchen Sun; Xiaotong Suo; Nishad Kamat; Feng Mao; Stephen D. Guo; Yitao Yao; Paritosh Malaviya; Kushal Bhatt; Anurag Gupta; Mridul Jain; Kannan Achan (IEEE BigData, 2019)

Complementary-Similarity Learning using Quadruplet Network. - Mansi Ranjit Mane; Stephen D. Guo; Kannan Achan (CoRR, 2019)

Basket Recommendation with Multi-Intent Translation Graph Neural Network. - Zhiwei Liu 001; Xiaohan Li 001; Ziwei Fan 001; Stephen D. Guo; Kannan Achan; Philip S. Yu (IEEE BigData, 2020)

A Real-Time Whole Page Personalization Framework for E-Commerce. - Aditya Mantha; Anirudha Sundaresan; Shashank Kedia; Yokila Arora; Shubham Gupta; Gaoyang Wang; Praveenkumar Kanumala; Stephen D. Guo; Kannan Achan (IEEE BigData, 2020)

A Large-Scale Deep Architecture for Personalized Grocery Basket Recommendations. - Aditya Mantha; Yokila Arora; Shubham Gupta; Praveenkumar Kanumala; Zhiwei Liu 001; Stephen D. Guo; Kannan Achan (ICASSP, 2020)

BasConv: Aggregating Heterogeneous Interactions for Basket Recommendation with Graph Convolutional Neural Network. - Zhiwei Liu 001; Mengting Wan; Stephen D. Guo; Kannan Achan; Philip S. Yu (SDM, 2020)

Product Title Generation for Conversational Systems using BERT. - Mansi Ranjit Mane; Shashank Kedia; Aditya Mantha; Stephen D. Guo; Kannan Achan (CoRR, 2020)

An End-to-End ML System for Personalized Conversational Voice Models in Walmart E-Commerce. - Rahul Radhakrishnan Iyer; Praveenkumar Kanumala; Stephen D. Guo; Kannan Achan (CoRR, 2020)

Pre-training Recommender Systems via Reinforced Attentive Multi-relational Graph Neural Network. - Xiaohan Li 001; Zhiwei Liu 001; Stephen D. Guo; Zheng Liu 017; Hao Peng 001; Philip S. Yu; Kannan Achan (IEEE BigData, 2021)

PairRank: Online Pairwise Learning to Rank by Divide-and-Conquer. - Yiling Jia; Huazheng Wang; Stephen D. Guo; Hongning Wang (WWW, 2021)

Generating Rich Product Descriptions for Conversational E-commerce Systems. - Shashank Kedia; Aditya Mantha; Sneha Gupta; Stephen D. Guo; Kannan Achan (WWW (Companion Volume), 2021)

Mitigating Frequency Bias in Next-Basket Recommendation via Deconfounders. - Xiaohan Li 001; Zheng Liu 017; Luyi Ma; Kaushiki Nag; Stephen D. Guo; Philip S. Yu; Kannan Achan (IEEE Big Data, 2022)

Applied Machine Learning Methods for Time Series Forecasting. - Linsey Pang; Wei Liu 007; Lingfei Wu 001; Kexin Xie; Stephen D. Guo; Raghav Chalapathy; Musen Wen (CIKM, 2022)

Deep Search Relevance Ranking in Practice. - Linsey Pang; Wei Liu 007; Keng-hao Chang; Xue Li; Moumita Bhattacharya; Xianjing Liu; Stephen D. Guo (KDD, 2022)

Causal Structure Learning with Recommendation System. - Shuyuan Xu; Da Xu; Evren Körpeoglu; Sushant Kumar; Stephen D. Guo; Kannan Achan; Yongfeng Zhang (CoRR, 2022)

3rd Workshop on Online and Adaptive Recommender Systems (OARS). - Xiquan Cui; Vachik S. Dave; Yi Su 008; Khalifeh Al Jadda; Srijan Kumar; Julian J. McAuley; Tao Ye 001; Stephen D. Guo; Chip Huyen (KDD, 2023)

Click-Conversion Multi-Task Model with Position Bias Mitigation for Sponsored Search in eCommerce. - Yibo Wang 001; Yanbing Xue; Bo Liu; Musen Wen; Wenting Zhao 006; Stephen D. Guo; Philip S. Yu (SIGIR, 2023)

International Workshop on Online and Adaptive Recommender Systems (OARS 2024). - Xiquan Cui; Vachik S. Dave; Yi Su 008; Khalifeh Al Jadda; Srijan Kumar; Julian J. McAuley; Tao Ye 001; Stephen D. Guo; Chip Huyen (CIKM, 2024)