2022

doi dblp
Toward Personalized Answer Generation in E-Commerce via Multi-perspective Preference Modeling
Yang Deng | Yaliang Li | Wenxuan Zhang | Bolin Ding | Wai Lam
2022 Volume 40 Issue 4

doi dblp
Interpretable Aspect-Aware Capsule Network for Peer Review Based Citation Count Prediction
Siqing Li | Yaliang Li | Wayne Xin Zhao | Bolin Ding | Ji-Rong Wen
2022 Volume 40 Issue 1

doi dblp
Knowledge-Guided Disentangled Representation Learning for Recommender Systems
Shanlei Mu | Yaliang Li | Wayne Xin Zhao | Siqing Li | Ji-Rong Wen
2022 Volume 40 Issue 1

doi dblp
Contextualized Knowledge-aware Attentive Neural Network: Enhancing Answer Selection with Knowledge
Yang Deng | Yuexiang Xie | Yaliang Li | Min Yang | Wai Lam | Ying Shen
2022 Volume 40 Issue 1

doi dblp
Alleviating Spurious Correlations in Knowledge-aware Recommendations through Counterfactual Generator
Shanlei Mu | Yaliang Li | Wayne Xin Zhao | Jingyuan Wang | Bolin Ding | Ji-Rong Wen
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

doi dblp
Learning to Denoise Unreliable Interactions for Graph Collaborative Filtering
Changxin Tian | Yuexiang Xie | Yaliang Li | Nan Yang | Wayne Xin Zhao
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

doi dblp
MGMAE: Molecular Representation Learning by Reconstructing Heterogeneous Graphs with A High Mask Ratio
Jinjia Feng | Zhen Wang | Yaliang Li | Bolin Ding | Zhewei Wei | Hongteng Xu
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

doi dblp
Explainable Neural Rule Learning
Shaoyun Shi | Yuexiang Xie | Zhen Wang | Bolin Ding | Yaliang Li | Min Zhang
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

doi dblp
KoMen: Domain Knowledge Guided Interaction Recommendation for Emerging Scenarios
Yiqing Xie | Zhen Wang | Carl Yang | Yaliang Li | Bolin Ding | Hongbo Deng | Jiawei Han
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

doi dblp
ID-Agnostic User Behavior Pre-training for Sequential Recommendation
Shanlei Mu | Yupeng Hou | Wayne Xin Zhao | Yaliang Li | Bolin Ding
Information Retrieval - 28th China Conference, CCIR 2022, Chongqing, China, September 16-18, 2022, Revised Selected Papers

2021

doi dblp
Automated Graph Learning via Population Based Self-Tuning GCN
Ronghang Zhu | Zhiqiang Tao | Yaliang Li | Sheng Li
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

doi dblp
Unified Conversational Recommendation Policy Learning via Graph-based Reinforcement Learning
Yang Deng | Yaliang Li | Fei Sun | Bolin Ding | Wai Lam
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

doi dblp
AutoML: From Methodology to Application
Yaliang Li | Zhen Wang | Yuexiang Xie | Bolin Ding | Kai Zeng | Ce Zhang
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
RecBole: Towards a Unified, Comprehensive and Efficient Framework for Recommendation Algorithms
Wayne Xin Zhao | Shanlei Mu | Yupeng Hou | Zihan Lin | Yushuo Chen | Xingyu Pan | Kaiyuan Li | Yujie Lu | Hui Wang | Changxin Tian | Yingqian Min | Zhichao Feng | Xinyan Fan | Xu Chen | Pengfei Wang | Wendi Ji | Yaliang Li | Xiaoling Wang | Ji-Rong Wen
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
EasyTransfer: A Simple and Scalable Deep Transfer Learning Platform for NLP Applications
Minghui Qiu | Peng Li | Chengyu Wang | Haojie Pan | Ang Wang | Cen Chen | Xianyan Jia | Yaliang Li | Jun Huang | Deng Cai | Wei Lin
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
SCI: Subspace Learning Based Counterfactual Inference for Individual Treatment Effect Estimation
Liuyi Yao | Yaliang Li | Sheng Li | Mengdi Huai | Jing Gao | Aidong Zhang
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

2020

doi dblp
Bridging Hierarchical and Sequential Context Modeling for Question-driven Extractive Answer Summarization
Yang Deng | Wenxuan Zhang | Yaliang Li | Min Yang | Wai Lam | Ying Shen
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

doi dblp
Sequential Recommendation with Self-Attentive Multi-Adversarial Network
Ruiyang Ren | Zhaoyang Liu | Yaliang Li | Wayne Xin Zhao | Hui Wang | Bolin Ding | Ji-Rong Wen
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

doi dblp
An Adaptive Embedding Framework for Heterogeneous Information Networks
Daoyuan Chen | Yaliang Li | Bolin Ding | Ying Shen
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

doi dblp
Practical Data Poisoning Attack against Next-Item Recommendation
Hengtong Zhang | Yaliang Li | Bolin Ding | Jing Gao
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

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Answer-enhanced Path-aware Relation Detection over Knowledge Base
Daoyuan Chen | Min Yang | Hai-Tao Zheng | Yaliang Li | Ying Shen
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019

doi dblp
Knowledge-aware Textual Entailment with Graph Attention Network
Daoyuan Chen | Yaliang Li | Min Yang | Hai-Tao Zheng | Ying Shen
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

doi dblp
MedTruth: A Semi-supervised Approach to Discovering Knowledge Condition Information from Multi-Source Medical Data
Yang Deng | Yaliang Li | Ying Shen | Nan Du | Wei Fan | Min Yang | Kai Lei
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

doi dblp
MCVAE: Margin-based Conditional Variational Autoencoder for Relation Classification and Pattern Generation
Fenglong Ma | Yaliang Li | Chenwei Zhang | Jing Gao | Nan Du | Wei Fan
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

doi dblp
Knowledge-aware Attentive Neural Network for Ranking Question Answer Pairs
Ying Shen | Yang Deng | Min Yang | Yaliang Li | Nan Du | Wei Fan | Kai Lei
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

doi dblp
Ontology Evaluation with Path-based Text-aware Entropy Computation
Ying Shen | Daoyuan Chen | Min Yang | Yaliang Li | Nan Du | Kai Lei
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

2017

doi dblp
Reliable Medical Diagnosis from Crowdsourcing: Discover Trustworthy Answers from Non-Experts
Yaliang Li | Nan Du | Chaochun Liu | Yusheng Xie | Wei Fan | Qi Li | Jing Gao | Huan Sun
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017

2016

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Multi-source Hierarchical Prediction Consolidation
Chenwei Zhang | Sihong Xie | Yaliang Li | Jing Gao | Wei Fan | Philip S. Yu
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

doi dblp
Multi-View Time Series Classification: A Discriminative Bilinear Projection Approach
Sheng Li | Yaliang Li | Yun Fu
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

doi dblp
Influence-Aware Truth Discovery
Hengtong Zhang | Qi Li | Fenglong Ma | Houping Xiao | Yaliang Li | Jing Gao | Lu Su
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

2012

doi dblp
Query-Oriented Keyphrase Extraction
Minghui Qiu | Yaliang Li | Jing Jiang
Information Retrieval Technology, 8th Asia Information Retrieval Societies Conference, AIRS 2012, Tianjin, China, December 17-19, 2012. Proceedings