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Yanchi Liu
ORCID
Publication Activity (10 Years)
Years Active: 2008-2024
Publications (10 Years): 124
Top Topics
Root Cause Analysis
Language Model
Neural Network
Human Mobility
Top Venues
CoRR
KDD
AAAI
IEEE Trans. Knowl. Data Eng.
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Publications
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Fali Wang
,
Runxue Bao
,
Suhang Wang
,
Wenchao Yu
,
Yanchi Liu
,
Wei Cheng
,
Haifeng Chen
InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration.
CoRR
(2024)
Chen Ling
,
Xujiang Zhao
,
Wei Cheng
,
Yanchi Liu
,
Yiyou Sun
,
Xuchao Zhang
,
Mika Oishi
,
Takao Osaki
,
Katsushi Matsuda
,
Jie Ji
,
Guangji Bai
,
Liang Zhao
,
Haifeng Chen
Uncertainty Decomposition and Quantification for In-Context Learning of Large Language Models.
CoRR
(2024)
Huanhuan Yuan
,
Pengpeng Zhao
,
Xuefeng Xian
,
Guanfeng Liu
,
Yanchi Liu
,
Victor S. Sheng
,
Lei Zhao
Sequential Recommendation with Probabilistic Logical Reasoning.
IJCAI
(2023)
Yufei Li
,
Xiao Yu
,
Yanchi Liu
,
Haifeng Chen
,
Cong Liu
Uncertainty-Aware Bootstrap Learning for Joint Extraction on Distantly-Supervised Data.
ACL (2)
(2023)
Yue Wu
,
Shuaicheng Zhang
,
Wenchao Yu
,
Yanchi Liu
,
Quanquan Gu
,
Dawei Zhou
,
Haifeng Chen
,
Wei Cheng
Personalized Federated Learning under Mixture of Distributions.
ICML
(2023)
Xinyu Du
,
Huanhuan Yuan
,
Pengpeng Zhao
,
Junhua Fang
,
Guanfeng Liu
,
Yanchi Liu
,
Victor S. Sheng
,
Xiaofang Zhou
Contrastive Enhanced Slide Filter Mixer for Sequential Recommendation.
CoRR
(2023)
Yufei Li
,
Xiao Yu
,
Yanghong Guo
,
Yanchi Liu
,
Haifeng Chen
,
Cong Liu
Distantly-Supervised Joint Entity and Relation Extraction with Noise-Robust Learning.
CoRR
(2023)
Xinyu Du
,
Huanhuan Yuan
,
Pengpeng Zhao
,
Jianfeng Qu
,
Fuzhen Zhuang
,
Guanfeng Liu
,
Yanchi Liu
,
Victor S. Sheng
Frequency Enhanced Hybrid Attention Network for Sequential Recommendation.
SIGIR
(2023)
Chen Ling
,
Xuchao Zhang
,
Xujiang Zhao
,
Yanchi Liu
,
Wei Cheng
,
Mika Oishi
,
Takao Osaki
,
Katsushi Matsuda
,
Haifeng Chen
,
Liang Zhao
Open-ended Commonsense Reasoning with Unrestricted Answer Candidates.
EMNLP (Findings)
(2023)
Xinyu Du
,
Huanhuan Yuan
,
Pengpeng Zhao
,
Fuzhen Zhuang
,
Guanfeng Liu
,
Yanchi Liu
Frequency Enhanced Hybrid Attention Network for Sequential Recommendation.
CoRR
(2023)
Dongjie Wang
,
Zhengzhang Chen
,
Yanjie Fu
,
Yanchi Liu
,
Haifeng Chen
Incremental Causal Graph Learning for Online Unsupervised Root Cause Analysis.
CoRR
(2023)
Chen Ling
,
Xuchao Zhang
,
Xujiang Zhao
,
Yanchi Liu
,
Wei Cheng
,
Mika Oishi
,
Takao Osaki
,
Katsushi Matsuda
,
Haifeng Chen
,
Liang Zhao
Open-ended Commonsense Reasoning with Unrestricted Answer Scope.
CoRR
(2023)
Xiuyuan Qin
,
Huanhuan Yuan
,
Pengpeng Zhao
,
Junhua Fang
,
Fuzhen Zhuang
,
Guanfeng Liu
,
Yanchi Liu
,
Victor S. Sheng
Meta-optimized Contrastive Learning for Sequential Recommendation.
CoRR
(2023)
Xiuyuan Qin
,
Huanhuan Yuan
,
Pengpeng Zhao
,
Junhua Fang
,
Fuzhen Zhuang
,
Guanfeng Liu
,
Yanchi Liu
,
Victor S. Sheng
Meta-optimized Contrastive Learning for Sequential Recommendation.
SIGIR
(2023)
Hanwen Du
,
Huanhuan Yuan
,
Pengpeng Zhao
,
Fuzhen Zhuang
,
Guanfeng Liu
,
Lei Zhao
,
Yanchi Liu
,
Victor S. Sheng
Ensemble Modeling with Contrastive Knowledge Distillation for Sequential Recommendation.
SIGIR
(2023)
Yufei Li
,
Xiao Yu
,
Yanchi Liu
,
Haifeng Chen
,
Cong Liu
Uncertainty-Aware Bootstrap Learning for Joint Extraction on Distantly-Supervised Data.
CoRR
(2023)
Denghui Zhang
,
Yanchi Liu
,
Zixuan Yuan
,
Yanjie Fu
,
Haifeng Chen
,
Hui Xiong
Multi-Faceted Knowledge-Driven Pre-Training for Product Representation Learning.
IEEE Trans. Knowl. Data Eng.
35 (7) (2023)
Dongjie Wang
,
Zhengzhang Chen
,
Yanjie Fu
,
Yanchi Liu
,
Haifeng Chen
Incremental Causal Graph Learning for Online Root Cause Analysis.
KDD
(2023)
Tianxiang Zhao
,
Wenchao Yu
,
Suhang Wang
,
Lu Wang
,
Xiang Zhang
,
Yuncong Chen
,
Yanchi Liu
,
Wei Cheng
,
Haifeng Chen
Skill Disentanglement for Imitation Learning from Suboptimal Demonstrations.
KDD
(2023)
Xinyu Du
,
Huanhuan Yuan
,
Pengpeng Zhao
,
Junhua Fang
,
Guanfeng Liu
,
Yanchi Liu
,
Victor S. Sheng
,
Xiaofang Zhou
Contrastive Enhanced Slide Filter Mixer for Sequential Recommendation.
ICDE
(2023)
Tianxiang Zhao
,
Wenchao Yu
,
Suhang Wang
,
Lu Wang
,
Xiang Zhang
,
Yuncong Chen
,
Yanchi Liu
,
Wei Cheng
,
Haifeng Chen
Skill Disentanglement for Imitation Learning from Suboptimal Demonstrations.
CoRR
(2023)
Huanhuan Yuan
,
Pengpeng Zhao
,
Xuefeng Xian
,
Guanfeng Liu
,
Yanchi Liu
,
Victor S. Sheng
,
Lei Zhao
Sequential Recommendation with Probabilistic Logical Reasoning.
CoRR
(2023)
Dongsheng Luo
,
Wei Cheng
,
Yingheng Wang
,
Dongkuan Xu
,
Jingchao Ni
,
Wenchao Yu
,
Xuchao Zhang
,
Yanchi Liu
,
Yuncong Chen
,
Haifeng Chen
,
Xiang Zhang
Time Series Contrastive Learning with Information-Aware Augmentations.
CoRR
(2023)
Tianxiang Zhao
,
Wenchao Yu
,
Suhang Wang
,
Lu Wang
,
Xiang Zhang
,
Yuncong Chen
,
Yanchi Liu
,
Wei Cheng
,
Haifeng Chen
Dynamic DAG Discovery for Interpretable Imitation Learning.
CoRR
(2023)
Yufei Li
,
Yanchi Liu
,
Haoyu Wang
,
Zhengzhang Chen
,
Wei Cheng
,
Yuncong Chen
,
Wenchao Yu
,
Haifeng Chen
,
Cong Liu
GLAD: Content-aware Dynamic Graphs For Log Anomaly Detection.
CoRR
(2023)
Yaxing Fang
,
Pengpeng Zhao
,
Guanfeng Liu
,
Yanchi Liu
,
Victor S. Sheng
,
Lei Zhao
,
Xiaofang Zhou
Quaternion-based graph convolution network for recommendation.
World Wide Web (WWW)
26 (5) (2023)
Chen Ling
,
Xujiang Zhao
,
Xuchao Zhang
,
Yanchi Liu
,
Wei Cheng
,
Haoyu Wang
,
Zhengzhang Chen
,
Takao Osaki
,
Katsushi Matsuda
,
Haifeng Chen
,
Liang Zhao
Improving Open Information Extraction with Large Language Models: A Study on Demonstration Uncertainty.
CoRR
(2023)
Chen Ling
,
Xujiang Zhao
,
Jiaying Lu
,
Chengyuan Deng
,
Can Zheng
,
Junxiang Wang
,
Tanmoy Chowdhury
,
Yun Li
,
Hejie Cui
,
Xuchao Zhang
,
Tianjiao Zhao
,
Amit Panalkar
,
Wei Cheng
,
Haoyu Wang
,
Yanchi Liu
,
Zhengzhang Chen
,
Haifeng Chen
,
Chris White
,
Quanquan Gu
,
Carl Yang
,
Liang Zhao
Beyond One-Model-Fits-All: A Survey of Domain Specialization for Large Language Models.
CoRR
(2023)
Hanwen Du
,
Huanhuan Yuan
,
Pengpeng Zhao
,
Fuzhen Zhuang
,
Guanfeng Liu
,
Lei Zhao
,
Yanchi Liu
,
Victor S. Sheng
Ensemble Modeling with Contrastive Knowledge Distillation for Sequential Recommendation.
CoRR
(2023)
Yijia Xiao
,
Yiqiao Jin
,
Yushi Bai
,
Yue Wu
,
Xianjun Yang
,
Xiao Luo
,
Wenchao Yu
,
Xujiang Zhao
,
Yanchi Liu
,
Haifeng Chen
,
Wei Wang
,
Wei Cheng
Large Language Models Can Be Good Privacy Protection Learners.
CoRR
(2023)
Yunyi Li
,
Yongjing Hao
,
Pengpeng Zhao
,
Guanfeng Liu
,
Yanchi Liu
,
Victor S. Sheng
,
Xiaofang Zhou
Edge-enhanced Global Disentangled Graph Neural Network for Sequential Recommendation.
ACM Trans. Knowl. Discov. Data
17 (6) (2023)
Yufei Li
,
Yanchi Liu
,
Haoyu Wang
,
Zhengzhang Chen
,
Wei Cheng
,
Yuncong Chen
,
Wenchao Yu
,
Haifeng Chen
,
Cong Liu
GLAD: Content-Aware Dynamic Graphs For Log Anomaly Detection.
ICKG
(2023)
Yue Wu
,
Shuaicheng Zhang
,
Wenchao Yu
,
Yanchi Liu
,
Quanquan Gu
,
Dawei Zhou
,
Haifeng Chen
,
Wei Cheng
Personalized Federated Learning under Mixture of Distributions.
CoRR
(2023)
Dongsheng Luo
,
Wei Cheng
,
Yingheng Wang
,
Dongkuan Xu
,
Jingchao Ni
,
Wenchao Yu
,
Xuchao Zhang
,
Yanchi Liu
,
Yuncong Chen
,
Haifeng Chen
,
Xiang Zhang
Time Series Contrastive Learning with Information-Aware Augmentations.
AAAI
(2023)
Yongjing Hao
,
Tingting Zhang
,
Pengpeng Zhao
,
Yanchi Liu
,
Victor S. Sheng
,
Jiajie Xu
,
Guanfeng Liu
,
Xiaofang Zhou
Feature-Level Deeper Self-Attention Network With Contrastive Learning for Sequential Recommendation.
IEEE Trans. Knowl. Data Eng.
35 (10) (2023)
Dongbo Xi
,
Fuzhen Zhuang
,
Yanchi Liu
,
Hengshu Zhu
,
Pengpeng Zhao
,
Chang Tan
,
Qing He
Exploiting Bi-directional Global Transition Patterns and Personal Preferences for Missing POI Category Identification.
CoRR
(2022)
Yongjing Hao
,
Pengpeng Zhao
,
Xuefeng Xian
,
Guanfeng Liu
,
Deqing Wang
,
Lei Zhao
,
Yanchi Liu
,
Victor S. Sheng
Learnable Model Augmentation Self-Supervised Learning for Sequential Recommendation.
CoRR
(2022)
Jingbo Zhou
,
Tao Huang
,
Shuangli Li
,
Renjun Hu
,
Yanchi Liu
,
Yanjie Fu
,
Hui Xiong
Competitive Relationship Prediction for Points of Interest: A Neural Graphlet Based Approach.
IEEE Trans. Knowl. Data Eng.
34 (12) (2022)
Mingyuan Huang
,
Pengpeng Zhao
,
Xuefeng Xian
,
Jianfeng Qu
,
Guanfeng Liu
,
Yanchi Liu
,
Victor S. Sheng
Help from Meta-Path: Node and Meta-Path Contrastive Learning for Recommender Systems.
IJCNN
(2022)
Jingjing Gu
,
Qiang Zhou
,
Jingyuan Yang
,
Yanchi Liu
,
Fuzhen Zhuang
,
Yanchao Zhao
,
Hui Xiong
Exploiting Interpretable Patterns for Flow Prediction in Dockless Bike Sharing Systems.
IEEE Trans. Knowl. Data Eng.
34 (2) (2022)
Pengpeng Zhao
,
Anjing Luo
,
Yanchi Liu
,
Jiajie Xu
,
Zhixu Li
,
Fuzhen Zhuang
,
Victor S. Sheng
,
Xiaofang Zhou
Where to Go Next: A Spatio-Temporal Gated Network for Next POI Recommendation.
IEEE Trans. Knowl. Data Eng.
34 (5) (2022)
Shengming Zhang
,
Yanchi Liu
,
Xuchao Zhang
,
Wei Cheng
,
Haifeng Chen
,
Hui Xiong
CAT: Beyond Efficient Transformer for Content-Aware Anomaly Detection in Event Sequences.
KDD
(2022)
Liyan Xu
,
Xuchao Zhang
,
Bo Zong
,
Yanchi Liu
,
Wei Cheng
,
Jingchao Ni
,
Haifeng Chen
,
Liang Zhao
,
Jinho D. Choi
Zero-Shot Cross-Lingual Machine Reading Comprehension via Inter-sentence Dependency Graph.
AAAI
(2022)
Yaxing Fang
,
Pengpeng Zhao
,
Xuefeng Xian
,
Junhua Fang
,
Guanfeng Liu
,
Yanchi Liu
,
Victor S. Sheng
Quaternion-Based Graph Contrastive Learning for Recommendation.
IJCNN
(2022)
Weijia Zhang
,
Hao Liu
,
Yanchi Liu
,
Jingbo Zhou
,
Tong Xu
,
Hui Xiong
Semi-Supervised City-Wide Parking Availability Prediction via Hierarchical Recurrent Graph Neural Network.
IEEE Trans. Knowl. Data Eng.
34 (8) (2022)
Hanwen Du
,
Hui Shi
,
Pengpeng Zhao
,
Deqing Wang
,
Victor S. Sheng
,
Yanchi Liu
,
Guanfeng Liu
,
Lei Zhao
Contrastive Learning with Bidirectional Transformers for Sequential Recommendation.
CoRR
(2022)
Hanwen Du
,
Hui Shi
,
Pengpeng Zhao
,
Deqing Wang
,
Victor S. Sheng
,
Yanchi Liu
,
Guanfeng Liu
,
Lei Zhao
Contrastive Learning with Bidirectional Transformers for Sequential Recommendation.
CIKM
(2022)
Liyan Xu
,
Xuchao Zhang
,
Bo Zong
,
Yanchi Liu
,
Wei Cheng
,
Jingchao Ni
,
Haifeng Chen
,
Liang Zhao
,
Jinho D. Choi
Zero-Shot Cross-Lingual Machine Reading Comprehension via Inter-Sentence Dependency Graph.
CoRR
(2021)
Denghui Zhang
,
Zixuan Yuan
,
Yanchi Liu
,
Hao Liu
,
Fuzhen Zhuang
,
Hui Xiong
,
Haifeng Chen
Domain-oriented Language Pre-training with Adaptive Hybrid Masking and Optimal Transport Alignment.
CoRR
(2021)
Junxiang Wang
,
Xuchao Zhang
,
Bo Zong
,
Yanchi Liu
,
Wei Cheng
,
Jingchao Ni
,
Haifeng Chen
,
Liang Zhao
Do Multi-Lingual Pre-trained Language Models Reveal Consistent Token Attributions in Different Languages?
CoRR
(2021)
Binghao Liu
,
Pengpeng Zhao
,
Fuzhen Zhuang
,
Xuefeng Xian
,
Yanchi Liu
,
Victor S. Sheng
Knowledge-Aware Hypergraph Neural Network for Recommender Systems.
DASFAA (3)
(2021)
Jingchao Ni
,
Zhengzhang Chen
,
Wei Cheng
,
Bo Zong
,
Dongjin Song
,
Yanchi Liu
,
Xuchao Zhang
,
Haifeng Chen
Interpreting Convolutional Sequence Model by Learning Local Prototypes with Adaptation Regularization.
CIKM
(2021)
Yaxing Fang
,
Pengpeng Zhao
,
Guanfeng Liu
,
Yanchi Liu
,
Victor S. Sheng
,
Lei Zhao
,
Xiaofang Zhou
Quaternion-Based Graph Convolution Network for Recommendation.
CoRR
(2021)
Chengfeng Xu
,
Jian Feng
,
Pengpeng Zhao
,
Fuzhen Zhuang
,
Deqing Wang
,
Yanchi Liu
,
Victor S. Sheng
Long- and short-term self-attention network for sequential recommendation.
Neurocomputing
423 (2021)
Jing Zhao
,
Pengpeng Zhao
,
Lei Zhao
,
Yanchi Liu
,
Victor S. Sheng
,
Xiaofang Zhou
Variational Self-attention Network for Sequential Recommendation.
ICDE
(2021)
Dongbo Xi
,
Fuzhen Zhuang
,
Yanchi Liu
,
Jingjing Gu
,
Hui Xiong
,
Qing He
Modelling of Bi-directional Spatio-Temporal Dependence and Users' Dynamic Preferences for Missing POI Check-in Identification.
CoRR
(2021)
Changheng Li
,
Yongjing Hao
,
Pengpeng Zhao
,
Fuzhen Zhuang
,
Yanchi Liu
,
Victor S. Sheng
Tell Me Where to Go Next: Improving POI Recommendation via Conversation.
DASFAA (3)
(2021)
Yepeng Li
,
Xuefeng Xian
,
Pengpeng Zhao
,
Yanchi Liu
,
Victor S. Sheng
MGSAN: A Multi-granularity Self-attention Network for Next POI Recommendation.
WISE (2)
(2021)
Xuchao Zhang
,
Bo Zong
,
Wei Cheng
,
Jingchao Ni
,
Yanchi Liu
,
Haifeng Chen
Unsupervised Concept Representation Learning for Length-Varying Text Similarity.
NAACL-HLT
(2021)
Yunyi Li
,
Pengpeng Zhao
,
Deqing Wang
,
Xuefeng Xian
,
Yanchi Liu
,
Victor S. Sheng
Learning Disentangled User Representation Based on Controllable VAE for Recommendation.
DASFAA (3)
(2021)
Yunyi Li
,
Pengpeng Zhao
,
Guanfeng Liu
,
Yanchi Liu
,
Victor S. Sheng
,
Jiajie Xu
,
Xiaofang Zhou
Edge-Enhanced Global Disentangled Graph Neural Network for Sequential Recommendation.
CoRR
(2021)
Yinjun Wu
,
Jingchao Ni
,
Wei Cheng
,
Bo Zong
,
Dongjin Song
,
Zhengzhang Chen
,
Yanchi Liu
,
Xuchao Zhang
,
Haifeng Chen
,
Susan B. Davidson
Dynamic Gaussian Mixture based Deep Generative Model For Robust Forecasting on Sparse Multivariate Time Series.
AAAI
(2021)
Xintao Tian
,
Yongjing Hao
,
Pengpeng Zhao
,
Deqing Wang
,
Yanchi Liu
,
Victor S. Sheng
Considering Interaction Sequence of Historical Items for Conversational Recommender System.
DASFAA (3)
(2021)
Zixuan Yuan
,
Hao Liu
,
Junming Liu
,
Yanchi Liu
,
Yang Yang
,
Renjun Hu
,
Hui Xiong
Incremental Spatio-Temporal Graph Learning for Online Query-POI Matching.
WWW
(2021)
Jiejie Zhao
,
Bowen Du
,
Leilei Sun
,
Weifeng Lv
,
Yanchi Liu
,
Hui Xiong
Deep multi-task learning with relational attention for business success prediction.
Pattern Recognit.
110 (2021)
Dongsheng Luo
,
Wei Cheng
,
Jingchao Ni
,
Wenchao Yu
,
Xuchao Zhang
,
Bo Zong
,
Yanchi Liu
,
Zhengzhang Chen
,
Dongjin Song
,
Haifeng Chen
,
Xiang Zhang
Unsupervised Document Embedding via Contrastive Augmentation.
CoRR
(2021)
Yinjun Wu
,
Jingchao Ni
,
Wei Cheng
,
Bo Zong
,
Dongjin Song
,
Zhengzhang Chen
,
Yanchi Liu
,
Xuchao Zhang
,
Haifeng Chen
,
Susan B. Davidson
Dynamic Gaussian Mixture based Deep Generative Model For Robust Forecasting on Sparse Multivariate Time Series.
CoRR
(2021)
Denghui Zhang
,
Zixuan Yuan
,
Yanchi Liu
,
Hao Liu
,
Fuzhen Zhuang
,
Hui Xiong
,
Haifeng Chen
Domain-oriented Language Modeling with Adaptive Hybrid Masking and Optimal Transport Alignment.
KDD
(2021)
Pengpeng Zhao
,
Chengfeng Xu
,
Yanchi Liu
,
Victor S. Sheng
,
Kai Zheng
,
Hui Xiong
,
Xiaofang Zhou
Photo2Trip: Exploiting Visual Contents in Geo-Tagged Photos for Personalized Tour Recommendation.
IEEE Trans. Knowl. Data Eng.
33 (4) (2021)
Renjun Hu
,
Yanchi Liu
,
Yanyan Li
,
Jingbo Zhou
,
Shuai Ma
,
Hui Xiong
Exploiting User Preference and Mobile Peer Influence for Human Mobility Annotation.
ACM Trans. Knowl. Discov. Data
14 (6) (2020)
Jingjing Gu
,
Qiang Zhou
,
Jingyuan Yang
,
Yanchi Liu
,
Fuzhen Zhuang
,
Yanchao Zhao
,
Hui Xiong
Exploiting Interpretable Patterns for Flow Prediction in Dockless Bike Sharing Systems.
CoRR
(2020)
Zixuan Yuan
,
Hao Liu
,
Yanchi Liu
,
Denghui Zhang
,
Fei Yi
,
Nengjun Zhu
,
Hui Xiong
Spatio-Temporal Dual Graph Attention Network for Query-POI Matching.
SIGIR
(2020)
Denghui Zhang
,
Yanchi Liu
,
Wei Cheng
,
Bo Zong
,
Jingchao Ni
,
Zhengzhang Chen
,
Haifeng Chen
,
Hui Xiong
-Net: A Semi-supervised Deep Model for Turbulence Forecasting.
CoRR
(2020)
Anjing Luo
,
Pengpeng Zhao
,
Yanchi Liu
,
Fuzhen Zhuang
,
Deqing Wang
,
Jiajie Xu
,
Junhua Fang
,
Victor S. Sheng
Collaborative Self-Attention Network for Session-based Recommendation.
IJCAI
(2020)
Xin Dong
,
Jingchao Ni
,
Wei Cheng
,
Zhengzhang Chen
,
Bo Zong
,
Dongjin Song
,
Yanchi Liu
,
Haifeng Chen
,
Gerard de Melo
Asymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-Based Recommendation.
CoRR
(2020)
Xin Dong
,
Jingchao Ni
,
Wei Cheng
,
Zhengzhang Chen
,
Bo Zong
,
Dongjin Song
,
Yanchi Liu
,
Haifeng Chen
,
Gerard de Melo
Asymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-Based Recommendation.
AAAI
(2020)
Dongkuan Xu
,
Wei Cheng
,
Bo Zong
,
Dongjin Song
,
Jingchao Ni
,
Wenchao Yu
,
Yanchi Liu
,
Haifeng Chen
,
Xiang Zhang
Tensorized LSTM with Adaptive Shared Memory for Learning Trends in Multivariate Time Series.
AAAI
(2020)
Xinjiang Lu
,
Zhiwen Yu
,
Chuanren Liu
,
Yanchi Liu
,
Hui Xiong
,
Bin Guo
Inferring Lifetime Status of Point-of-Interest: A Multitask Multiclass Approach.
ACM Trans. Knowl. Discov. Data
14 (1) (2020)
Denghui Zhang
,
Junming Liu
,
Hengshu Zhu
,
Yanchi Liu
,
Lichen Wang
,
Pengyang Wang
,
Hui Xiong
Job2Vec: Job Title Benchmarking with Collective Multi-View Representation Learning.
CoRR
(2020)
Haoran Yan
,
Pengpeng Zhao
,
Fuzhen Zhuang
,
Deqing Wang
,
Yanchi Liu
,
Victor S. Sheng
Cross-Domain Recommendation with Adversarial Examples.
DASFAA (3)
(2020)
Jun Ma
,
Pengpeng Zhao
,
Yanchi Liu
,
Victor S. Sheng
,
Jiajie Xu
,
Lei Zhao
Modeling Periodic Pattern with Self-Attention Network for Sequential Recommendation.
DASFAA (3)
(2020)
Yanghong Wu
,
Pengpeng Zhao
,
Yanchi Liu
,
Victor S. Sheng
,
Junhua Fang
,
Fuzhen Zhuang
Vector-Level and Bit-Level Feature Adjusted Factorization Machine for Sparse Prediction.
DASFAA (1)
(2020)
Denghui Zhang
,
Yanchi Liu
,
Wei Cheng
,
Bo Zong
,
Jingchao Ni
,
Zhengzhang Chen
,
Haifeng Chen
,
Hui Xiong
-Net: A Semi-supervised Deep Model for Turbulence Forecasting.
ICDM
(2020)
Nengjun Zhu
,
Jian Cao
,
Yanchi Liu
,
Yang Yang
,
Haochao Ying
,
Hui Xiong
Sequential Modeling of Hierarchical User Intention and Preference for Next-item Recommendation.
WSDM
(2020)
Weijia Zhang
,
Hao Liu
,
Yanchi Liu
,
Jingbo Zhou
,
Hui Xiong
Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction.
AAAI
(2020)
Denghui Zhang
,
Zixuan Yuan
,
Yanchi Liu
,
Zuohui Fu
,
Fuzhen Zhuang
,
Pengyang Wang
,
Haifeng Chen
,
Hui Xiong
E-BERT: A Phrase and Product Knowledge Enhanced Language Model for E-commerce.
CoRR
(2020)
Lichen Wang
,
Bo Zong
,
Qianqian Ma
,
Wei Cheng
,
Jingchao Ni
,
Wenchao Yu
,
Yanchi Liu
,
Dongjin Song
,
Haifeng Chen
,
Yun Fu
Inductive and Unsupervised Representation Learning on Graph Structured Objects.
ICLR
(2020)
Jian Liu
,
Pengpeng Zhao
,
Fuzhen Zhuang
,
Yanchi Liu
,
Victor S. Sheng
,
Jiajie Xu
,
Xiaofang Zhou
,
Hui Xiong
Exploiting Aesthetic Preference in Deep Cross Networks for Cross-domain Recommendation.
WWW
(2020)
Jing Zhao
,
Pengpeng Zhao
,
Yanchi Liu
,
Victor S. Sheng
,
Zhixu Li
,
Lei Zhao
Hierarchical Variational Attention for Sequential Recommendation.
DASFAA (3)
(2020)
Dongbo Xi
,
Fuzhen Zhuang
,
Yanchi Liu
,
Hengshu Zhu
,
Pengpeng Zhao
,
Chang Tan
,
Qing He
Exploiting bi-directional global transition patterns and personal preferences for missing POI category identification.
Neural Networks
132 (2020)
Jia He
,
Fuzhen Zhuang
,
Yanchi Liu
,
Qing He
,
Fen Lin
Bayesian dual neural networks for recommendation.
Frontiers Comput. Sci.
13 (6) (2019)
Pengpeng Zhao
,
Haifeng Zhu
,
Yanchi Liu
,
Jiajie Xu
,
Zhixu Li
,
Fuzhen Zhuang
,
Victor S. Sheng
,
Xiaofang Zhou
Where to Go Next: A Spatio-Temporal Gated Network for Next POI Recommendation.
AAAI
(2019)
Yanchi Liu
,
Xue Wang
,
Wei You
Non-Intrusive Load Monitoring by Voltage-Current Trajectory Enabled Transfer Learning.
IEEE Trans. Smart Grid
10 (5) (2019)
Haochao Ying
,
Jian Wu
,
Guandong Xu
,
Yanchi Liu
,
Tingting Liang
,
Xiao Zhang
,
Hui Xiong
Time-aware metric embedding with asymmetric projection for successive POI recommendation.
World Wide Web
22 (5) (2019)
Weijia Zhang
,
Hao Liu
,
Yanchi Liu
,
Jingbo Zhou
,
Hui Xiong
Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction.
CoRR
(2019)
Xiaojie Chen
,
Pengpeng Zhao
,
Yanchi Liu
,
Lei Zhao
,
Junhua Fang
,
Victor S. Sheng
,
Zhiming Cui
Exploiting Aesthetic Features in Visual Contents for Movie Recommendation.
IEEE Access
7 (2019)
Chengfeng Xu
,
Pengpeng Zhao
,
Yanchi Liu
,
Victor S. Sheng
,
Jiajie Xu
,
Fuzhen Zhuang
,
Junhua Fang
,
Xiaofang Zhou
Graph Contextualized Self-Attention Network for Session-based Recommendation.
IJCAI
(2019)
Jian Liu
,
Pengpeng Zhao
,
Yanchi Liu
,
Victor S. Sheng
,
Fuzhen Zhuang
,
Jiajie Xu
,
Xiaofang Zhou
,
Hui Xiong
Deep Cross Networks with Aesthetic Preference for Cross-domain Recommendation.
CoRR
(2019)
Denghui Zhang
,
Junming Liu
,
Hengshu Zhu
,
Yanchi Liu
,
Lichen Wang
,
Pengyang Wang
,
Hui Xiong
Job2Vec: Job Title Benchmarking with Collective Multi-View Representation Learning.
CIKM
(2019)
Anjing Luo
,
Pengpeng Zhao
,
Yanchi Liu
,
Jiajie Xu
,
Zhixu Li
,
Lei Zhao
,
Victor S. Sheng
,
Zhiming Cui
Adaptive Attention-Aware Gated Recurrent Unit for Sequential Recommendation.
DASFAA (2)
(2019)