Microsoft at The Web Conference 2022

Accurate and Explainable Recommendation via Review Rationalization

Sicheng Pan, Dongsheng Li, Hansu Gu, Tun Lu, Xufang Luo, Ning Gu

TheWebConf 2022 | April 2022

PDF DOI

Cross-Modal Ambiguity Learning for Multimodal Fake News Detection

Yixuan Chen, Dongsheng Li, Peng Zhang, Jie Sui, Qin Lv, Lu Tun, Li Shang

TheWebConf 2022 | April 2022

PDF DOI

Detection of Infectious Disease Outbreaks in Search Engine Time Series Using Non-Specific Syndromic Surveillance with Effect-Size Filtering

Oded Ovadia, Oren Elisha, Elad Yom-Tov

April 2022

Publication Project Project

EventBERT: A Pre-Trained Model for Event Correlation Reasoning

Yucheng Zhou, Xiubo Geng, Tao Shen, Guodong Long, Daxin Jiang (姜大昕)

TheWebConf 2022 | April 2022

Publication

Exposing Query Identification for Search Transparency

Ruohan Li, Jianxiang Li, Bhaskar Mitra, Fernando Diaz, Asia Biega

2022 The Web Conference | January 2022

Publication PDF

FeedRec: News Feed Recommendation with Various User Feedbacks

Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang

TheWebConf 2022 | April 2022

Publication

FIRE: Fast Incremental Recommendation with Graph Signal Processing

Jiafeng Xia, Dongsheng Li, Hansu Gu, Jiahao Liu, Tun Lu, Ning Gu

TheWebConf 2022 | April 2022

PDF DOI

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

TheWebConf 2022 | April 2022

Publication

GRAND+: Scalable Graph-based Semi-Supervised Learning with Better Generalization

Wenzheng Feng, Yuxiao Dong, Huang Tinglin, Ziqi Yin, Xu Cheng, Evgeny Kharlamov, Jie Tang

TheWebConf 2022 | April 2022

PDF

Interpreting BERT-based Text Similarity via Activation and Saliency Maps

Itzik Malkiel, Dvir Ginzburg, Oren Barkan, Avi Caciularu, Jonathan Weill, Noam Koenigstein

ACM Web Conference 2022 | April 2022

DOI Publication

Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification

Yu Zhang, Zhihong Shen, Chieh-Han Wu, Boya Xie, Junheng Hao, Ye-Yi Wang, Kuansan Wang, Jiawei Han

TheWebConf 2022 | April 2022

Publication

MINDSim: User Simulator for News Recommenders

Xufang Luo, Zheng Liu, Shitao Xiao, Xing Xie, Dongsheng Li

TheWebConf 2022 | April 2022

Publication

Multi-Granularity Residual Learning with Confidence Estimation for Time Series Prediction

Min Hou, Chang Xu, Zhi Li, Yang Liu, Weiqing Liu, Enhong Chen, Jiang Bian

WWW 2022 | April 2022

Publication

Multi-level Recommendation Reasoning over Knowledge Graphs with Reinforcement Learning

Xiting Wang, Kunpeng Liu, Dongjie Wang, Le Wu, Yanjie Fu, Xing Xie

The Web Conference 2022 | April 2022

PDF

Optimal Collaterals in Multi-Enterprise Investment Networks

Moshe Babaioff, Yoav Kolumbus, Eyal Winter

TheWebConf 2022 | April 2022

Publication

Powering Multi-Task Federated Learning with Competitive GPU Resource Sharing

Yongbo Yu, Fuxun Yu, Zirui Xu, Di Wang, Minjia Zhang, Ang Li, Shawn Bray, Chenchen Liu, Xiang Chen

April 2022

Progressively Optimized Bi-Granular Document Representation for Scalable Embedding Based Retrieval

Shitao Xiao, Zheng Liu, Weihao Han, Jianjin Zhang, Yingxia Shao, Defu Lian, Chaozhuo Li, Hao Sun, Denvy Deng, Liangjie Zhang, Qi Zhang, Xing Xie

TheWebConf 2022 | April 2022

Publication

Rows from Many Sources: Enriching row completions from Wikidata with a pre-trained Language Model

Carina Negreanu, Alperen Karaoglu, Jack Williams, Shuang Chen, Daniel Fabian, Andrew Gordon, Chin-Yew Lin

TheWebConf 2022 | April 2022

Publication

Truthful Online Scheduling of Cloud Workloads under Uncertainty

Moshe Babaioff, Ronny Lempel, Brendan Lucier, Ishai Menache, Aleksandrs Slivkins, Sam Chiu-Wai Wong

TheWebConf 2022 | April 2022

Publication

UniParser: A Unified Log Parser for Heterogeneous Log Data

Yudong Liu, Xu Zhang, Shilin He, Hongyu Zhang, Liqun Li, Yu Kang, Yong Xu, Minghua Ma, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang

TheWebConf 2022 | April 2022

DOI Project Project

UniParser: A Unified Log Parser for Heterogeneous Log Data

Yudong Liu, Xu Zhang, Shilin He, Hongyu Zhang, Liqun Li, Yu Kang, Yong Xu, Minghua Ma, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang

TheWebConf 2022 | April 2022

DOI Project Project

Exposing Query Identification for Search Transparency

Ruohan Li, Jianxiang Li, Bhaskar Mitra, Fernando Diaz, Asia Biega

2022 The Web Conference | January 2022

Publication PDF

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

TheWebConf 2022 | April 2022

Publication

Multi-level Recommendation Reasoning over Knowledge Graphs with Reinforcement Learning

Xiting Wang, Kunpeng Liu, Dongjie Wang, Le Wu, Yanjie Fu, Xing Xie

The Web Conference 2022 | April 2022

PDF

Rows from Many Sources: Enriching row completions from Wikidata with a pre-trained Language Model

Carina Negreanu, Alperen Karaoglu, Jack Williams, Shuang Chen, Daniel Fabian, Andrew Gordon, Chin-Yew Lin

TheWebConf 2022 | April 2022

Publication

UniParser: A Unified Log Parser for Heterogeneous Log Data

Yudong Liu, Xu Zhang, Shilin He, Hongyu Zhang, Liqun Li, Yu Kang, Yong Xu, Minghua Ma, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang

TheWebConf 2022 | April 2022

DOI Project Project

UniParser: A Unified Log Parser for Heterogeneous Log Data

Yudong Liu, Xu Zhang, Shilin He, Hongyu Zhang, Liqun Li, Yu Kang, Yong Xu, Minghua Ma, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang

TheWebConf 2022 | April 2022

DOI Project Project

EventBERT: A Pre-Trained Model for Event Correlation Reasoning

Yucheng Zhou, Xiubo Geng, Tao Shen, Guodong Long, Daxin Jiang (姜大昕)

TheWebConf 2022 | April 2022

Publication

UniParser: A Unified Log Parser for Heterogeneous Log Data

Yudong Liu, Xu Zhang, Shilin He, Hongyu Zhang, Liqun Li, Yu Kang, Yong Xu, Minghua Ma, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang

TheWebConf 2022 | April 2022

DOI Project Project

Accurate and Explainable Recommendation via Review Rationalization

Sicheng Pan, Dongsheng Li, Hansu Gu, Tun Lu, Xufang Luo, Ning Gu

TheWebConf 2022 | April 2022

PDF DOI

Cross-Modal Ambiguity Learning for Multimodal Fake News Detection

Yixuan Chen, Dongsheng Li, Peng Zhang, Jie Sui, Qin Lv, Lu Tun, Li Shang

TheWebConf 2022 | April 2022

PDF DOI

Detection of Infectious Disease Outbreaks in Search Engine Time Series Using Non-Specific Syndromic Surveillance with Effect-Size Filtering

Oded Ovadia, Oren Elisha, Elad Yom-Tov

April 2022

Publication Project Project

Exposing Query Identification for Search Transparency

Ruohan Li, Jianxiang Li, Bhaskar Mitra, Fernando Diaz, Asia Biega

2022 The Web Conference | January 2022

Publication PDF

FeedRec: News Feed Recommendation with Various User Feedbacks

Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang

TheWebConf 2022 | April 2022

Publication

FIRE: Fast Incremental Recommendation with Graph Signal Processing

Jiafeng Xia, Dongsheng Li, Hansu Gu, Jiahao Liu, Tun Lu, Ning Gu

TheWebConf 2022 | April 2022

PDF DOI

Interpreting BERT-based Text Similarity via Activation and Saliency Maps

Itzik Malkiel, Dvir Ginzburg, Oren Barkan, Avi Caciularu, Jonathan Weill, Noam Koenigstein

ACM Web Conference 2022 | April 2022

DOI Publication

Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification

Yu Zhang, Zhihong Shen, Chieh-Han Wu, Boya Xie, Junheng Hao, Ye-Yi Wang, Kuansan Wang, Jiawei Han

TheWebConf 2022 | April 2022

Publication

MINDSim: User Simulator for News Recommenders

Xufang Luo, Zheng Liu, Shitao Xiao, Xing Xie, Dongsheng Li

TheWebConf 2022 | April 2022

Publication

Multi-Granularity Residual Learning with Confidence Estimation for Time Series Prediction

Min Hou, Chang Xu, Zhi Li, Yang Liu, Weiqing Liu, Enhong Chen, Jiang Bian

WWW 2022 | April 2022

Publication

Multi-level Recommendation Reasoning over Knowledge Graphs with Reinforcement Learning

Xiting Wang, Kunpeng Liu, Dongjie Wang, Le Wu, Yanjie Fu, Xing Xie

The Web Conference 2022 | April 2022

PDF

Powering Multi-Task Federated Learning with Competitive GPU Resource Sharing

Yongbo Yu, Fuxun Yu, Zirui Xu, Di Wang, Minjia Zhang, Ang Li, Shawn Bray, Chenchen Liu, Xiang Chen

April 2022

Progressively Optimized Bi-Granular Document Representation for Scalable Embedding Based Retrieval

Shitao Xiao, Zheng Liu, Weihao Han, Jianjin Zhang, Yingxia Shao, Defu Lian, Chaozhuo Li, Hao Sun, Denvy Deng, Liangjie Zhang, Qi Zhang, Xing Xie

TheWebConf 2022 | April 2022

Publication

Rows from Many Sources: Enriching row completions from Wikidata with a pre-trained Language Model

Carina Negreanu, Alperen Karaoglu, Jack Williams, Shuang Chen, Daniel Fabian, Andrew Gordon, Chin-Yew Lin

TheWebConf 2022 | April 2022

Publication

GRAND+: Scalable Graph-based Semi-Supervised Learning with Better Generalization

Wenzheng Feng, Yuxiao Dong, Huang Tinglin, Ziqi Yin, Xu Cheng, Evgeny Kharlamov, Jie Tang

TheWebConf 2022 | April 2022

PDF

Optimal Collaterals in Multi-Enterprise Investment Networks

Moshe Babaioff, Yoav Kolumbus, Eyal Winter

TheWebConf 2022 | April 2022

Publication

Truthful Online Scheduling of Cloud Workloads under Uncertainty

Moshe Babaioff, Ronny Lempel, Brendan Lucier, Ishai Menache, Aleksandrs Slivkins, Sam Chiu-Wai Wong

TheWebConf 2022 | April 2022

Publication

UniParser: A Unified Log Parser for Heterogeneous Log Data

Yudong Liu, Xu Zhang, Shilin He, Hongyu Zhang, Liqun Li, Yu Kang, Yong Xu, Minghua Ma, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang

TheWebConf 2022 | April 2022

DOI Project Project

Accurate and Explainable Recommendation via Review Rationalization

Sicheng Pan, Dongsheng Li, Hansu Gu, Tun Lu, Xufang Luo, Ning Gu

TheWebConf 2022 | April 2022

PDF DOI

Cross-Modal Ambiguity Learning for Multimodal Fake News Detection

Yixuan Chen, Dongsheng Li, Peng Zhang, Jie Sui, Qin Lv, Lu Tun, Li Shang

TheWebConf 2022 | April 2022

PDF DOI

EventBERT: A Pre-Trained Model for Event Correlation Reasoning

Yucheng Zhou, Xiubo Geng, Tao Shen, Guodong Long, Daxin Jiang (姜大昕)

TheWebConf 2022 | April 2022

Publication

Exposing Query Identification for Search Transparency

Ruohan Li, Jianxiang Li, Bhaskar Mitra, Fernando Diaz, Asia Biega

2022 The Web Conference | January 2022

Publication PDF

FeedRec: News Feed Recommendation with Various User Feedbacks

Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang

TheWebConf 2022 | April 2022

Publication

FIRE: Fast Incremental Recommendation with Graph Signal Processing

Jiafeng Xia, Dongsheng Li, Hansu Gu, Jiahao Liu, Tun Lu, Ning Gu

TheWebConf 2022 | April 2022

PDF DOI

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

TheWebConf 2022 | April 2022

Publication

GRAND+: Scalable Graph-based Semi-Supervised Learning with Better Generalization

Wenzheng Feng, Yuxiao Dong, Huang Tinglin, Ziqi Yin, Xu Cheng, Evgeny Kharlamov, Jie Tang

TheWebConf 2022 | April 2022

PDF

Interpreting BERT-based Text Similarity via Activation and Saliency Maps

Itzik Malkiel, Dvir Ginzburg, Oren Barkan, Avi Caciularu, Jonathan Weill, Noam Koenigstein

ACM Web Conference 2022 | April 2022

DOI Publication

Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification

Yu Zhang, Zhihong Shen, Chieh-Han Wu, Boya Xie, Junheng Hao, Ye-Yi Wang, Kuansan Wang, Jiawei Han

TheWebConf 2022 | April 2022

Publication

MINDSim: User Simulator for News Recommenders

Xufang Luo, Zheng Liu, Shitao Xiao, Xing Xie, Dongsheng Li

TheWebConf 2022 | April 2022

Publication

Multi-Granularity Residual Learning with Confidence Estimation for Time Series Prediction

Min Hou, Chang Xu, Zhi Li, Yang Liu, Weiqing Liu, Enhong Chen, Jiang Bian

WWW 2022 | April 2022

Publication

Multi-level Recommendation Reasoning over Knowledge Graphs with Reinforcement Learning

Xiting Wang, Kunpeng Liu, Dongjie Wang, Le Wu, Yanjie Fu, Xing Xie

The Web Conference 2022 | April 2022

PDF

Optimal Collaterals in Multi-Enterprise Investment Networks

Moshe Babaioff, Yoav Kolumbus, Eyal Winter

TheWebConf 2022 | April 2022

Publication

Progressively Optimized Bi-Granular Document Representation for Scalable Embedding Based Retrieval

Shitao Xiao, Zheng Liu, Weihao Han, Jianjin Zhang, Yingxia Shao, Defu Lian, Chaozhuo Li, Hao Sun, Denvy Deng, Liangjie Zhang, Qi Zhang, Xing Xie

TheWebConf 2022 | April 2022

Publication

Rows from Many Sources: Enriching row completions from Wikidata with a pre-trained Language Model

Carina Negreanu, Alperen Karaoglu, Jack Williams, Shuang Chen, Daniel Fabian, Andrew Gordon, Chin-Yew Lin

TheWebConf 2022 | April 2022

Publication

Truthful Online Scheduling of Cloud Workloads under Uncertainty

Moshe Babaioff, Ronny Lempel, Brendan Lucier, Ishai Menache, Aleksandrs Slivkins, Sam Chiu-Wai Wong

TheWebConf 2022 | April 2022

Publication

UniParser: A Unified Log Parser for Heterogeneous Log Data

Yudong Liu, Xu Zhang, Shilin He, Hongyu Zhang, Liqun Li, Yu Kang, Yong Xu, Minghua Ma, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang

TheWebConf 2022 | April 2022

DOI Project Project

Detection of Infectious Disease Outbreaks in Search Engine Time Series Using Non-Specific Syndromic Surveillance with Effect-Size Filtering

Oded Ovadia, Oren Elisha, Elad Yom-Tov

April 2022

Publication Project Project

Powering Multi-Task Federated Learning with Competitive GPU Resource Sharing

Yongbo Yu, Fuxun Yu, Zirui Xu, Di Wang, Minjia Zhang, Ang Li, Shawn Bray, Chenchen Liu, Xiang Chen

April 2022