Chen Ma

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 63

Top Topics

Collaborative Filtering

Graph Representations

Tag Recommendation

Indoor Localization

Top Venues

Publications

Ziqiang Cui, Xing Tang, Yang Qiao, Bowei He, Liang Chen, Xiuqiang He, Chen Ma
Treatment-Aware Hyperbolic Representation Learning for Causal Effect Estimation with Social Networks. CoRR (2024)
Ziqiang Cui, Xing Tang, Yang Qiao, Bowei He, Liang Chen, Xiuqiang He, Chen Ma
Treatment-Aware Hyperbolic Representation Learning for Causal Effect Estimation with Social Networks. SDM (2024)
Qiyuan Zhang, Fuyuan Lyu, Xue Liu, Chen Ma
Collaborative Performance Prediction for Large Language Models. CoRR (2024)
Bowei He, Chen Ma
Interpretable Triplet Importance for Personalized Ranking. CoRR (2024)
Chengming Hu, Haolun Wu, Xuan Li, Chen Ma, Xi Chen, Boyu Wang, Jun Yan, Xue Liu
Less or More From Teacher: Exploiting Trilateral Geometry For Knowledge Distillation. ICLR (2024)
Bowei He, Yunpeng Weng, Xing Tang, Ziqiang Cui, Zexu Sun, Liang Chen, Xiuqiang He, Chen Ma
Rankability-enhanced Revenue Uplift Modeling Framework for Online Marketing. KDD (2024)
Bowei He, Yunpeng Weng, Xing Tang, Ziqiang Cui, Zexu Sun, Liang Chen, Xiuqiang He, Chen Ma
Rankability-enhanced Revenue Uplift Modeling Framework for Online Marketing. CoRR (2024)
Ziqiang Cui, Haolun Wu, Bowei He, Ji Cheng, Chen Ma
Diffusion-based Contrastive Learning for Sequential Recommendation. CoRR (2024)
Minda Hu, Bowei He, Yufei Wang, Liangyou Li, Chen Ma, Irwin King
Mitigating Large Language Model Hallucination with Faithful Finetuning. CoRR (2024)
Fuyuan Lyu, Xing Tang, Dugang Liu, Haolun Wu, Chen Ma, Xiuqiang He, Xue Liu
Feature Representation Learning for Click-through Rate Prediction: A Review and New Perspectives. CoRR (2023)
Chengmei Yang, Shuai Jiang, Bowei He, Chen Ma, Lianghua He
Mutually Guided Few-shot Learning for Relational Triple Extraction. CoRR (2023)
Haolun Wu, Chen Ma, Bhaskar Mitra, Fernando Diaz, Xue Liu
A Multi-Objective Optimization Framework for Multi-Stakeholder Fairness-Aware Recommendation. ACM Trans. Inf. Syst. 41 (2) (2023)
Bowei He, Xu He, Yingxue Zhang, Ruiming Tang, Chen Ma
Dynamically Expandable Graph Convolution for Streaming Recommendation. CoRR (2023)
Xiong-Hui Chen, Bowei He, Yang Yu, Qingyang Li, Zhiwei Tony Qin, Wenjie Shang, Jieping Ye, Chen Ma
Sim2Rec: A Simulator-based Decision-making Approach to Optimize Real-World Long-term User Engagement in Sequential Recommender Systems. ICDE (2023)
Chengmei Yang, Shuai Jiang, Bowei He, Chen Ma, Lianghua He
Mutually Guided Few-Shot Learning For Relational Triple Extraction. ICASSP (2023)
Yinan Mao, Bowei He, Shiji Zhou, Chen Ma, Zhi Wang
Collaborative Edge Caching: a Meta Reinforcement Learning Approach with Edge Sampling. ICME (2023)
Haolun Wu, Yingxue Zhang, Chen Ma, Wei Guo, Ruiming Tang, Xue Liu, Mark Coates
Intent-aware Multi-source Contrastive Alignment for Tag-enhanced Recommendation. ICDE (2023)
Bowei He, Xu He, Renrui Zhang, Yingxue Zhang, Ruiming Tang, Chen Ma
Dynamic Embedding Size Search with Minimum Regret for Streaming Recommender System. CoRR (2023)
Yuening Wang, Yingxue Zhang, Antonios Valkanas, Ruiming Tang, Chen Ma, Jianye Hao, Mark Coates
Structure Aware Incremental Learning with Personalized Imitation Weights for Recommender Systems. AAAI (2023)
Yejing Wang, Shen Ge, Xiangyu Zhao, Xian Wu, Tong Xu, Chen Ma, Zhi Zheng
Doctor Specific Tag Recommendation for Online Medical Record Management. KDD (2023)
Bowei He, Xu He, Renrui Zhang, Yingxue Zhang, Ruiming Tang, Chen Ma
Dynamic Embedding Size Search with Minimum Regret for Streaming Recommender System. CIKM (2023)
Ximing Li, Chen Ma, Guozheng Li, Peng Xu, Chi Harold Liu, Ye Yuan, Guoren Wang
Meta Auxiliary Learning for Top-K Recommendation. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Sichun Luo, Chen Ma, Yuanzhang Xiao, Linqi Song
Improving Long-Tail Item Recommendation with Graph Augmentation. CIKM (2023)
Yuening Wang, Yingxue Zhang, Antonios Valkanas, Ruiming Tang, Chen Ma, Jianye Hao, Mark Coates
Structure Aware Incremental Learning with Personalized Imitation Weights for Recommender Systems. CoRR (2023)
Bowei He, Yinan Mao, Shiji Zhou, Chen Ma, Zhi Wang
Collaborative Edge Caching: a Meta Reinforcement Learning Approach with Edge Sampling. CoRR (2023)
Bowei He, Xu He, Yingxue Zhang, Ruiming Tang, Chen Ma
Dynamically Expandable Graph Convolution for Streaming Recommendation. WWW (2023)
Zexu Sun, Bowei He, Ming Ma, Jiakai Tang, Yuchen Wang, Chen Ma, Dugang Liu
Robustness-enhanced Uplift Modeling with Adversarial Feature Desensitization. ICDM (2023)
Jiyun Shi, Zhimeng Yuan, Wenxuan Guo, Chen Ma, Jiehao Chen, Meihui Zhang
Knowledge-graph-enabled biomedical entity linking: a survey. World Wide Web (WWW) 26 (5) (2023)
Yankai Chen, Yifei Zhang, Menglin Yang, Zixing Song, Chen Ma, Irwin King
WSFE: Wasserstein Sub-graph Feature Encoder for Effective User Segmentation in Collaborative Filtering. CoRR (2023)
Yankai Chen, Yifei Zhang, Menglin Yang, Zixing Song, Chen Ma, Irwin King
WSFE: Wasserstein Sub-graph Feature Encoder for Effective User Segmentation in Collaborative Filtering. SIGIR (2023)
Chengmei Yang, Bowei He, Yimeng Wu, Chao Xing, Lianghua He, Chen Ma
MMEL: A Joint Learning Framework for Multi-Mention Entity Linking. UAI (2023)
Fuyuan Lyu, Xing Tang, Dugang Liu, Chen Ma, Weihong Luo, Liang Chen, Xiuqiang He, Xue Liu
Towards Hybrid-grained Feature Interaction Selection for Deep Sparse Network. CoRR (2023)
Zexu Sun, Bowei He, Ming Ma, Jiakai Tang, Yuchen Wang, Chen Ma, Dugang Liu
Robustness-enhanced Uplift Modeling with Adversarial Feature Desensitization. CoRR (2023)
Haolun Wu, Chen Ma, Yingxue Zhang, Xue Liu, Ruiming Tang, Mark Coates
Adapting Triplet Importance of Implicit Feedback for Personalized Recommendation. CIKM (2022)
Haolun Wu, Bhaskar Mitra, Chen Ma, Fernando Diaz, Xue Liu
Joint Multisided Exposure Fairness for Recommendation. SIGIR (2022)
Yankai Chen, Huifeng Guo, Yingxue Zhang, Chen Ma, Ruiming Tang, Jingjie Li, Irwin King
Learning Binarized Graph Representations with Multi-faceted Quantization Reinforcement for Top-K Recommendation. CoRR (2022)
Haolun Wu, Bhaskar Mitra, Chen Ma, Fernando Diaz, Xue Liu
Joint Multisided Exposure Fairness for Recommendation. CoRR (2022)
Yankai Chen, Huifeng Guo, Yingxue Zhang, Chen Ma, Ruiming Tang, Jingjie Li, Irwin King
Learning Binarized Graph Representations with Multi-faceted Quantization Reinforcement for Top-K Recommendation. KDD (2022)
Haolun Wu, Chen Ma, Yingxue Zhang, Xue Liu, Ruiming Tang, Mark Coates
Adapting Triplet Importance of Implicit Feedback for Personalized Recommendation. CoRR (2022)
Haolun Wu, Yingxue Zhang, Chen Ma, Wei Guo, Ruiming Tang, Xue Liu, Mark Coates
Intent-aware Multi-source Contrastive Alignment for Tag-enhanced Recommendation. CoRR (2022)
Can Chen, Chen Ma, Xi Chen, Sirui Song, Hao Liu, Xue Liu
Unbiased Implicit Feedback via Bi-level Optimization. CoRR (2022)
Chen Ma, Liheng Ma, Yingxue Zhang, Haolun Wu, Xue Liu, Mark Coates
Knowledge-Enhanced Top-K Recommendation in Poincaré Ball. AAAI (2021)
Jiapeng Wu, Yishi Xu, Yingxue Zhang, Chen Ma, Mark Coates, Jackie Chi Kit Cheung
TIE: A Framework for Embedding-based Incremental Temporal Knowledge Graph Completion. CoRR (2021)
Chen Ma, Liheng Ma, Yingxue Zhang, Haolun Wu, Xue Liu, Mark Coates
Knowledge-Enhanced Top-K Recommendation in Poincaré Ball. CoRR (2021)
Chen Ma, Liheng Ma, Yingxue Zhang, Ruiming Tang, Xue Liu, Mark Coates
Probabilistic Metric Learning with Adaptive Margin for Top-K Recommendation. CoRR (2021)
Jiapeng Wu, Yishi Xu, Yingxue Zhang, Chen Ma, Mark Coates, Jackie Chi Kit Cheung
TIE: A Framework for Embedding-based Incremental Temporal Knowledge Graph Completion. SIGIR (2021)
Peng Kang, Jianping Zhang, Chen Ma, Guiling Sun
ATM: Attentional Text Matting. WACV (2021)
Jianing Sun, Yingxue Zhang, Wei Guo, Huifeng Guo, Ruiming Tang, Xiuqiang He, Chen Ma, Mark Coates
Neighbor Interaction Aware Graph Convolution Networks for Recommendation. SIGIR (2020)
Hang Li, Chen Ma, Wei Xu, Xue Liu
Feature Statistics Guided Efficient Filter Pruning. CoRR (2020)
Chen Ma, Liheng Ma, Yingxue Zhang, Jianing Sun, Xue Liu, Mark Coates
Memory Augmented Graph Neural Networks for Sequential Recommendation. AAAI (2020)
Jianing Sun, Yingxue Zhang, Chen Ma, Mark Coates, Huifeng Guo, Ruiming Tang, Xiuqiang He
Multi-Graph Convolution Collaborative Filtering. CoRR (2020)
Chen Ma, Liheng Ma, Yingxue Zhang, Ruiming Tang, Xue Liu, Mark Coates
Probabilistic Metric Learning with Adaptive Margin for Top-K Recommendation. KDD (2020)
Hang Li, Chen Ma, Wei Xu, Xue Liu
Feature Statistics Guided Efficient Filter Pruning. IJCAI (2020)
Chen Ma, Peng Kang, Xue Liu
Hierarchical Gating Networks for Sequential Recommendation. KDD (2019)
Chen Ma, Peng Kang, Xue Liu
Hierarchical Gating Networks for Sequential Recommendation. CoRR (2019)
Chen Ma, Liheng Ma, Yingxue Zhang, Jianing Sun, Xue Liu, Mark Coates
Memory Augmented Graph Neural Networks for Sequential Recommendation. CoRR (2019)
Jianing Sun, Yingxue Zhang, Chen Ma, Mark Coates, Huifeng Guo, Ruiming Tang, Xiuqiang He
Multi-graph Convolution Collaborative Filtering. ICDM (2019)
Chen Ma, Peng Kang, Bin Wu, Qinglong Wang, Xue Liu
Gated Attentive-Autoencoder for Content-Aware Recommendation. WSDM (2019)
Chen Ma, Yingxue Zhang, Qinglong Wang, Xue Liu
Point-of-Interest Recommendation: Exploiting Self-Attentive Autoencoders with Neighbor-Aware Influence. CIKM (2018)
Chen Ma, Yingxue Zhang, Qinglong Wang, Xue Liu
Point-of-Interest Recommendation: Exploiting Self-Attentive Autoencoders with Neighbor-Aware Influence. CoRR (2018)
Chen Ma, Peng Kang, Bin Wu, Qinglong Wang, Xue Liu
Gated Attentive-Autoencoder for Content-Aware Recommendation. CoRR (2018)
Landu Jiang, Yu Hua, Chen Ma, Xue Liu
SunChase: Energy-Efficient Route Planning for Solar-Powered EVs. ICDCS (2017)
Xi Chen, Chen Ma, Michel Allegue, Xue Liu
Taming the inconsistency of Wi-Fi fingerprints for device-free passive indoor localization. INFOCOM (2017)
Jiehao Chen, Chen Ma, Zizhen Yan, Bo Chen, Yu Shen, Yu Liang
Defensive strategy of the goalkeeper based on the 3D vision and field division for the middle-size league of robocup. GrC (2013)
Liang Zhang, Jigao Fu, Zhubing Wang, Chen Ma, Bo Chen, Pingfan He
The design of touch-screen with high resolution infrared based on plastic optical fiber and image processing. GrC (2013)