Large scale app recommendation in Ant Financial. - Chaochao Chen 001; Xinxing Yang; Li Wang 056; Jun Zhou 011; Xiaolong Li 005 (IEEE BigData, 2017)

POSTER: Actively Detecting Implicit Fraudulent Transactions. - Shaosheng Cao; Xinxing Yang; Jun Zhou 011; Xiaolong Li 005; Yuan (Alan) Qi; Kai Xiao (CCS, 2017)

POSTER: Practical Fraud Transaction Prediction. - Longfei Li; Jun Zhou 011; Xiaolong Li 005; Tao Chen (CCS, 2017)

POSTER: Neural Network-based Graph Embedding for Malicious Accounts Detection. - Ziqi Liu; Chaochao Chen 001; Jun Zhou 011; Xiaolong Li 005; Feng Xu 008; Tao Chen; Le Song (CCS, 2017)

POSTER: A PU Learning based System for Potential Malicious URL Detection. - Ya-Lin Zhang 001; Longfei Li; Jun Zhou 011; Xiaolong Li 005; Yujiang Liu; Yuanchao Zhang; Zhi-Hua Zhou (CCS, 2017)

KunPeng: Parameter Server based Distributed Learning Systems and Its Applications in Alibaba and Ant Financial. - Jun Zhou 011; Xiaolong Li 005; Peilin Zhao; Chaochao Chen 001; Longfei Li; Xinxing Yang; Qing Cui; Jin Yu; Xu Chen 017; Yi Ding 006; Yuan (Alan) Qi (KDD, 2017)

Investigating Stroke-Level Information for Learning Chinese Word Embeddings. - Shaosheng Cao; Wei Lu 011; Jun Zhou 011; Xiaolong Li 005 (ISWC (Posters, Demos & Industry Tracks), 2017)

Locally Connected Deep Learning Framework for Industrial-scale Recommender Systems. - Cen Chen 001; Peilin Zhao; Longfei Li; Jun Zhou 011; Xiaolong Li 005; Minghui Qiu (WWW (Companion Volume), 2017)

PSMART: Parameter Server based Multiple Additive Regression Trees System. - Jun Zhou 011; Qing Cui; Xiaolong Li 005; Peilin Zhao; Shenquan Qu; Jun Huang 007 (WWW (Companion Volume), 2017)

Small-footprint Keyword Spotting Using Deep Neural Network and Connectionist Temporal Classifier. - Zhiming Wang; Xiaolong Li 005; Jun Zhou 011 (CoRR, 2017)

cw2vec: Learning Chinese Word Embeddings with Stroke n-gram Information. - Shaosheng Cao; Wei Lu 011; Jun Zhou 011; Xiaolong Li 005 (AAAI, 2018)

Privacy Preserving Point-of-Interest Recommendation Using Decentralized Matrix Factorization. - Chaochao Chen 001; Ziqi Liu; Peilin Zhao; Jun Zhou 011; Xiaolong Li 005 (AAAI, 2018)

NetDP: An Industrial-Scale Distributed Network Representation Framework for Default Prediction in Ant Credit Pay. - Jianbin Lin; Zhiqiang Zhang 012; Jun Zhou 011; Xiaolong Li 005; Jingli Fang; Yanming Fang; Quan Yu; Yuan (Alan) Qi (IEEE BigData, 2018)

Heterogeneous Graph Neural Networks for Malicious Account Detection. - Ziqi Liu; Chaochao Chen 001; Xinxing Yang; Jun Zhou 011; Xiaolong Li 005; Le Song (CIKM, 2018)

Unpack Local Model Interpretation for GBDT. - Wenjing Fang; Jun Zhou 011; Xiaolong Li 005; Kenny Q. Zhu (DASFAA (2), 2018)

An Industrial-Scale System for Heterogeneous Information Card Ranking in Alipay. - Zhiqiang Zhang 012; Chaochao Chen 001; Jun Zhou 011; Xiaolong Li 005 (DASFAA (2), 2018)

Distributed Collaborative Hashing and Its Applications in Ant Financial. - Chaochao Chen 001; Ziqi Liu; Peilin Zhao; Longfei Li; Jun Zhou 011; Xiaolong Li 005 (KDD, 2018)

Cross-Domain Review Helpfulness Prediction Based on Convolutional Neural Networks with Auxiliary Domain Discriminators. - Cen Chen 001; Yinfei Yang; Jun Zhou 011; Xiaolong Li 005; Forrest Sheng Bao (NAACL-HLT (2), 2018)

A Local Online Learning Approach for Non-linear Data. - Xinxing Yang; Jun Zhou 011; Peilin Zhao; Cen Chen 001; Chaochao Chen 001; Xiaolong Li 005 (PAKDD (2), 2018)

Anomaly Detection with Partially Observed Anomalies. - Ya-Lin Zhang 001; Longfei Li; Jun Zhou 011; Xiaolong Li 005; Zhi-Hua Zhou (WWW (Companion Volume), 2018)

GeniePath: Graph Neural Networks with Adaptive Receptive Paths. - Ziqi Liu; Chaochao Chen 001; Longfei Li; Jun Zhou 011; Xiaolong Li 005; Le Song (CoRR, 2018)

Time-sensitive Customer Churn Prediction based on PU Learning. - Li Wang 056; Chaochao Chen 001; Jun Zhou 011; Xiaolong Li 005 (CoRR, 2018)

A Boosting Framework of Factorization Machine. - Longfei Li; Peilin Zhao; Jun Zhou 011; Xiaolong Li 005 (CoRR, 2018)

Feature Propagation on Graph: A New Perspective to Graph Representation Learning. - Biao Xiang; Ziqi Liu; Jun Zhou 011; Xiaolong Li 005 (CoRR, 2018)

Distributed Deep Forest and its Application to Automatic Detection of Cash-out Fraud. - Ya-Lin Zhang 001; Jun Zhou 011; Wenhao Zheng 001; Ji Feng; Longfei Li; Ziqi Liu; Ming Li 005; Zhiqiang Zhang 012; Chaochao Chen 001; Xiaolong Li 005; Zhi-Hua Zhou (CoRR, 2018)

Review Helpfulness Prediction with Embedding-Gated CNN. - Cen Chen 001; Minghui Qiu; Yinfei Yang; Jun Zhou 011; Jun Huang 007; Xiaolong Li 005; Forrest Sheng Bao (CoRR, 2018)

Cash-Out User Detection Based on Attributed Heterogeneous Information Network with a Hierarchical Attention Mechanism. - Binbin Hu; Zhiqiang Zhang 012; Chuan Shi 001; Jun Zhou 011; Xiaolong Li 005; Yuan Qi 001 (AAAI, 2019)

GeniePath: Graph Neural Networks with Adaptive Receptive Paths. - Ziqi Liu; Chaochao Chen 001; Longfei Li; Jun Zhou 011; Xiaolong Li 005; Le Song; Yuan Qi 001 (AAAI, 2019)

Joint Optimization of Classification and Clustering for Deep Speaker Embedding. - Zhiming Wang; Kaisheng Yao; Shuo Fang; Xiaolong Li 005 (ASRU, 2019)

SNSaPP: Unbiased Social Media Analysis Against Paid Posters. - Chong Long; Xiaotong Zhang; Yafang Wang; Xiaolu Lu 002; Feiwu Han; Jiaxing Zhang; Xiaolong Li 005 (ICDM Workshops, 2019)

AntProphet: an Intention Mining System behind Alipay's Intelligent Customer Service Bot. - Cen Chen 001; Xiaolu Zhang; Sheng Ju; Chilin Fu; Caizhi Tang; Jun Zhou 011; Xiaolong Li 005 (IJCAI, 2019)

How Much Can A Retailer Sell? Sales Forecasting on Tmall. - Chaochao Chen 001; Ziqi Liu; Jun Zhou 011; Xiaolong Li 005; Yuan Qi 001; Yujing Jiao; Xingyu Zhong (PAKDD (2), 2019)

RNE: A Scalable Network Embedding for Billion-Scale Recommendation. - Jianbin Lin; Daixin Wang; Lu Guan; Yin Zhao; Binqiang Zhao; Jun Zhou 011; Xiaolong Li 005; Yuan (Alan) Qi (PAKDD (2), 2019)

Reinforcement Learning for User Intent Prediction in Customer Service Bots. - Cen Chen 001; Chilin Fu; Xu Hu; Xiaolu Zhang; Jun Zhou 011; Xiaolong Li 005; Forrest Sheng Bao (SIGIR, 2019)

Uncovering Insurance Fraud Conspiracy with Network Learning. - Chen Liang; Ziqi Liu; Bin Liu; Jun Zhou 011; Xiaolong Li 005; Shuang Yang; Yuan Qi 001 (SIGIR, 2019)

Multi-Domain Gated CNN for Review Helpfulness Prediction. - Cen Chen 001; Minghui Qiu; Yinfei Yang; Jun Zhou 011; Jun Huang 007; Xiaolong Li 005; Forrest Sheng Bao (WWW, 2019)

A Time Attention based Fraud Transaction Detection Framework. - Longfei Li; Ziqi Liu; Chaochao Chen 001; Ya-Lin Zhang 001; Jun Zhou 011; Xiaolong Li 005 (CoRR, 2019)

TitAnt: Online Real-time Transaction Fraud Detection in Ant Financial. - Shaosheng Cao; Xinxing Yang; Cen Chen 001; Jun Zhou 011; Xiaolong Li 005; Yuan Qi 001 (Proc. VLDB Endow., 2019)

Distributed Deep Forest and its Application to Automatic Detection of Cash-Out Fraud. - Ya-Lin Zhang 001; Jun Zhou 011; Wenhao Zheng 001; Ji Feng; Longfei Li; Ziqi Liu; Ming Li 005; Zhiqiang Zhang 012; Chaochao Chen 001; Xiaolong Li 005; Yuan (Alan) Qi; Zhi-Hua Zhou (ACM Trans. Intell. Syst. Technol., 2019)

Long Short-Term Sample Distillation. - Liang Jiang; Zujie Wen; Zhongping Liang; Yafang Wang; Gerard de Melo; Zhe Li 007; Liangzhuang Ma; Jiaxing Zhang; Xiaolong Li 005; Yuan Qi 001 (AAAI, 2020)

Span-Based Neural Buffer: Towards Efficient and Effective Utilization of Long-Distance Context for Neural Sequence Models. - Yangming Li; Kaisheng Yao; Libo Qin 001; Shuang Peng 009; Yijia Liu; Xiaolong Li 005 (AAAI, 2020)

Slot-consistent NLG for Task-oriented Dialogue Systems with Iterative Rectification Network. - Yangming Li; Kaisheng Yao; Libo Qin 001; Wanxiang Che; Xiaolong Li 005; Ting Liu 001 (ACL, 2020)

aDMSCN: A Novel Perspective for User Intent Prediction in Customer Service Bots. - Kuan Xu; Chilin Fu; Xiaolu Zhang; Cen Chen 001; Ya-Lin Zhang 001; Wenge Rong; Zujie Wen; Jun Zhou 011; Xiaolong Li 005; Yu Qiao 001 (CIKM, 2020)

Interactive Question Clarification in Dialogue via Reinforcement Learning. - Xiang Hu; Zujie Wen; Yafang Wang; Xiaolong Li 005; Gerard de Melo (COLING (Industry), 2020)

Multi-Resolution Multi-Head Attention in Deep Speaker Embedding. - Zhiming Wang; Kaisheng Yao; Xiaolong Li 005; Shuo Fang (ICASSP, 2020)

Two-stage Behavior Cloning for Spoken Dialogue System in Debt Collection. - Zihao Wang; Jia Liu; Hengbin Cui; Chunxiang Jin; Minghui Yang; Yafang Wang; Xiaolong Li 005; Renxin Mao (IJCAI, 2020)

ServiceGroup: A Human-Machine Cooperation Solution for Group Chat Customer Service. - Minghui Yang; Hengbin Cui; Shaosheng Cao; Yafang Wang; Xiaolong Li 005 (SIGIR, 2020)

Enhanced-RCNN: An Efficient Method for Learning Sentence Similarity. - Shuang Peng 009; Hengbin Cui; Niantao Xie; Sujian Li; Jiaxing Zhang; Xiaolong Li 005 (WWW, 2020)

EasyAug: An Automatic Textual Data Augmentation Platform for Classification Tasks. - Siyuan Qiu; Binxia Xu; Jie Zhang 060; Yafang Wang; Xiaoyu Shen; Gerard de Melo; Chong Long; Xiaolong Li 005 (WWW (Companion Volume), 2020)

LRC-BERT: Latent-representation Contrastive Knowledge Distillation for Natural Language Understanding. - Hao Fu; Shaojun Zhou; Qihong Yang; Junjie Tang; Guiquan Liu; Kaikui Liu; Xiaolong Li 005 (AAAI, 2021)

IntelliTag: An Intelligent Cloud Customer Service System Based on Tag Recommendation. - Minghui Yang; Shaosheng Cao; Binbin Hu; Xianling Chen; Hengbin Cui; Zhiqiang Zhang 012; Jun Zhou 011; Xiaolong Li 005 (ICDE, 2021)

Denoising User-aware Memory Network for Recommendation. - Zhi Bian; Shaojun Zhou; Hao Fu; Qihong Yang; Zhenqi Sun; Junjie Tang; Guiquan Liu; Kaikui Liu; Xiaolong Li 005 (RecSys, 2021)

R4: A Framework for Route Representation and Route Recommendation. - Ran Cheng; Chao Chen; Longfei Xu; Shen Li; Lei Wang; Hengbin Cui; Kaikui Liu; Xiaolong Li 005 (CoRR, 2021)

A Scalable Social Recommendation Framework with Decoupled Graph Neural Network. - Ke Tu; Zhengwei Wu; Binbin Hu; Zhiqiang Zhang 012; Peng Cui 001; Xiaolong Li 005; Jun Zhou 011 (DASFAA (4), 2023)

IntentDial: An Intent Graph based Multi-Turn Dialogue System with Reasoning Path Visualization. - Zengguang Hao; Jie Zhang 060; Binxia Xu; Yafang Wang; Gerard de Melo; Xiaolong Li 005 (CoRR, 2023)