![](https://dblp1.uni-trier.de/img/logo.ua.320x120.png)
![](https://dblp1.uni-trier.de/img/dropdown.dark.16x16.png)
![](https://dblp1.uni-trier.de/img/peace.dark.16x16.png)
Остановите войну!
for scientists:
![search dblp search dblp](https://dblp1.uni-trier.de/img/search.dark.16x16.png)
![search dblp](https://dblp1.uni-trier.de/img/search.dark.16x16.png)
default search action
Chen Ma 0001
Person information
- unicode name: 马辰
- affiliation (since 2021): City University of Hong Kong, Department of Computer Science, Hong Kong
- affiliation (2015-2021): McGill University, School of Computer Science, Montreal, Canada
- affiliation (2009-2015): Beijing Institute of Technology, School of Computer Sciense and Technology, China
Other persons with the same name
- Chen Ma — disambiguation page
- Chen Ma 0002 — Dalian University of Technology, School of Information and Communication Engineering, China
- Chen Ma 0003
— Tsinghua University, School of Software, BNRist, Beijing, China
Refine list
![note](https://dblp1.uni-trier.de/img/note-mark.dark.12x12.png)
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [j5]Lei Wang, Chen Ma, Xueyang Feng, Zeyu Zhang, Hao Yang, Jingsen Zhang, Zhiyuan Chen, Jiakai Tang, Xu Chen, Yankai Lin, Wayne Xin Zhao, Zhewei Wei, Jirong Wen:
A survey on large language model based autonomous agents. Frontiers Comput. Sci. 18(6): 186345 (2024) - [c37]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 - [c36]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: 289-297 - [c35]Lei Wang
, Chen Ma
, Xian Wu
, Zhaopeng Qiu
, Yefeng Zheng
, Xu Chen
:
Causally Debiased Time-aware Recommendation. WWW 2024: 3331-3342 - [i36]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 abs/2401.06557 (2024) - [i35]Zeyu Zhang, Xiaohe Bo, Chen Ma, Rui Li, Xu Chen, Quanyu Dai, Jieming Zhu, Zhenhua Dong, Ji-Rong Wen:
A Survey on the Memory Mechanism of Large Language Model based Agents. CoRR abs/2404.13501 (2024) - [i34]Ziqiang Cui, Haolun Wu, Bowei He, Ji Cheng, Chen Ma:
Diffusion-based Contrastive Learning for Sequential Recommendation. CoRR abs/2405.09369 (2024) - [i33]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 abs/2405.15301 (2024) - [i32]Minda Hu, Bowei He, Yufei Wang, Liangyou Li, Chen Ma, Irwin King:
Mitigating Large Language Model Hallucination with Faithful Finetuning. CoRR abs/2406.11267 (2024) - [i31]Qiyuan Zhang, Fuyuan Lyu, Xue Liu, Chen Ma:
Collaborative Performance Prediction for Large Language Models. CoRR abs/2407.01300 (2024) - 2023
- [j4]Hang Li, Chen Ma
, Xi Chen, Xue Liu:
Dynamic Consolidation for Continual Learning. Neural Comput. 35(2): 228-248 (2023) - [j3]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): 10857-10870 (2023) - [j2]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): 47:1-47:29 (2023) - [j1]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): 2593-2622 (2023) - [c34]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: 4711-4719 - [c33]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: 741-750 - [c32]Sichun Luo
, Chen Ma
, Yuanzhang Xiao
, Linqi Song
:
Improving Long-Tail Item Recommendation with Graph Augmentation. CIKM 2023: 1707-1716 - [c31]Chengmei Yang
, Shuai Jiang, Bowei He
, Chen Ma
, Lianghua He:
Mutually Guided Few-Shot Learning For Relational Triple Extraction. ICASSP 2023: 1-5 - [c30]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: 1112-1125 - [c29]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: 3389-3402 - [c28]Zexu Sun, Bowei He
, Ming Ma, Jiakai Tang, Yuchen Wang, Chen Ma
, Dugang Liu:
Robustness-enhanced Uplift Modeling with Adversarial Feature Desensitization. ICDM 2023: 1325-1330 - [c27]Yinan Mao, Bowei He
, Shiji Zhou, Chen Ma
, Zhi Wang:
Collaborative Edge Caching: a Meta Reinforcement Learning Approach with Edge Sampling. ICME 2023: 972-977 - [c26]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: 5150-5161 - [c25]Fuyuan Lyu, Xing Tang, Dugang Liu, Chen Ma, Weihong Luo, Liang Chen, Xiuqiang He, Xue (Steve) Liu:
Towards Hybrid-grained Feature Interaction Selection for Deep Sparse Network. NeurIPS 2023 - [c24]Zexu Sun, Bowei He, Jinxin Liu, Xu Chen, Chen Ma, Shuai Zhang:
Offline Imitation Learning with Variational Counterfactual Reasoning. NeurIPS 2023 - [c23]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: 2521-2525 - [c22]Chengmei Yang, Bowei He, Yimeng Wu, Chao Xing, Lianghua He, Chen Ma:
MMEL: A Joint Learning Framework for Multi-Mention Entity Linking. UAI 2023: 2411-2421 - [c21]Dan Liu, Xi Chen, Chen Ma
, Xue Liu:
Hyperspherical Quantization: Toward Smaller and More Accurate Models. WACV 2023: 5251-5261 - [c20]Yue Cui
, Chen Ma
, Kai Zheng
, Lei Chen
, Xiaofang Zhou
:
Controllable Universal Fair Representation Learning. WWW 2023: 949-959 - [c19]Bowei He
, Xu He
, Yingxue Zhang
, Ruiming Tang
, Chen Ma
:
Dynamically Expandable Graph Convolution for Streaming Recommendation. WWW 2023: 1457-1467 - [i30]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 abs/2302.02241 (2023) - [i29]Bowei He, Xu He, Yingxue Zhang, Ruiming Tang, Chen Ma:
Dynamically Expandable Graph Convolution for Streaming Recommendation. CoRR abs/2303.11700 (2023) - [i28]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 abs/2305.01204 (2023) - [i27]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 abs/2305.04410 (2023) - [i26]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. CoRR abs/2305.04832 (2023) - [i25]Chengmei Yang, Shuai Jiang, Bowei He, Chen Ma, Lianghua He:
Mutually Guided Few-shot Learning for Relational Triple Extraction. CoRR abs/2306.13310 (2023) - [i24]Bowei He, Yinan Mao, Shiji Zhou, Chen Ma, Zhi Wang:
Collaborative Edge Caching: a Meta Reinforcement Learning Approach with Edge Sampling. CoRR abs/2308.04205 (2023) - [i23]Bowei He, Xu He, Renrui Zhang, Yingxue Zhang, Ruiming Tang, Chen Ma:
Dynamic Embedding Size Search with Minimum Regret for Streaming Recommender System. CoRR abs/2308.07760 (2023) - [i22]Lei Wang, Chen Ma, Xueyang Feng, Zeyu Zhang, Hao Yang, Jingsen Zhang, Zhiyuan Chen, Jiakai Tang, Xu Chen, Yankai Lin, Wayne Xin Zhao, Zhewei Wei, Ji-Rong Wen:
A Survey on Large Language Model based Autonomous Agents. CoRR abs/2308.11432 (2023) - [i21]Zexu Sun, Bowei He, Ming Ma, Jiakai Tang, Yuchen Wang, Chen Ma, Dugang Liu:
Robustness-enhanced Uplift Modeling with Adversarial Feature Desensitization. CoRR abs/2310.04693 (2023) - [i20]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 abs/2310.15342 (2023) - [i19]Chengming Hu, Haolun Wu, Xuan Li, Chen Ma, Xi Chen, Jun Yan, Boyu Wang, Xue Liu:
Less or More From Teacher: Exploiting Trilateral Geometry For Knowledge Distillation. CoRR abs/2312.15112 (2023) - 2022
- [c18]Haolun Wu, Chen Ma
, Yingxue Zhang, Xue Liu, Ruiming Tang, Mark Coates:
Adapting Triplet Importance of Implicit Feedback for Personalized Recommendation. CIKM 2022: 2148-2157 - [c17]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: 168-178 - [c16]Haolun Wu, Bhaskar Mitra, Chen Ma
, Fernando Diaz, Xue Liu:
Joint Multisided Exposure Fairness for Recommendation. SIGIR 2022: 703-714 - [i18]Haolun Wu, Bhaskar Mitra, Chen Ma, Fernando Diaz, Xue Liu:
Joint Multisided Exposure Fairness for Recommendation. CoRR abs/2205.00048 (2022) - [i17]Can Chen, Chen Ma, Xi Chen, Sirui Song, Hao Liu, Xue Liu:
Unbiased Implicit Feedback via Bi-level Optimization. CoRR abs/2206.00147 (2022) - [i16]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 abs/2206.02115 (2022) - [i15]Can Chen, Xi Chen, Chen Ma, Zixuan Liu, Xue Liu:
Gradient-based Bi-level Optimization for Deep Learning: A Survey. CoRR abs/2207.11719 (2022) - [i14]Haolun Wu, Chen Ma, Yingxue Zhang, Xue Liu, Ruiming Tang, Mark Coates:
Adapting Triplet Importance of Implicit Feedback for Personalized Recommendation. CoRR abs/2208.01709 (2022) - [i13]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 abs/2211.06370 (2022) - [i12]Dan Liu, Xi Chen, Chen Ma, Xue Liu:
Hyperspherical Quantization: Toward Smaller and More Accurate Models. CoRR abs/2212.12653 (2022) - [i11]Haolun Wu, Yansen Zhang, Chen Ma, Fuyuan Lyu, Fernando Diaz, Xue Liu:
A Survey of Diversification Techniques in Search and Recommendation. CoRR abs/2212.14464 (2022) - 2021
- [c15]Chen Ma
, Liheng Ma, Yingxue Zhang, Haolun Wu, Xue Liu, Mark Coates:
Knowledge-Enhanced Top-K Recommendation in Poincaré Ball. AAAI 2021: 4285-4293 - [c14]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: 428-437 - [c13]Peng Kang, Jianping Zhang, Chen Ma
, Guiling Sun:
ATM: Attentional Text Matting. WACV 2021: 3901-3910 - [i10]Chen Ma, Liheng Ma, Yingxue Zhang, Ruiming Tang, Xue Liu, Mark Coates:
Probabilistic Metric Learning with Adaptive Margin for Top-K Recommendation. CoRR abs/2101.04849 (2021) - [i9]Chen Ma, Liheng Ma, Yingxue Zhang, Haolun Wu, Xue Liu, Mark Coates:
Knowledge-Enhanced Top-K Recommendation in Poincaré Ball. CoRR abs/2101.04852 (2021) - [i8]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 abs/2104.08419 (2021) - [i7]Haolun Wu, Chen Ma, Bhaskar Mitra, Fernando Diaz, Xue Liu:
Multi-FR: A Multi-Objective Optimization Method for Achieving Two-sided Fairness in E-commerce Recommendation. CoRR abs/2105.02951 (2021) - 2020
- [c12]Chen Ma
, Liheng Ma, Yingxue Zhang, Jianing Sun, Xue Liu, Mark Coates:
Memory Augmented Graph Neural Networks for Sequential Recommendation. AAAI 2020: 5045-5052 - [c11]Hang Li, Chen Ma
, Wei Xu, Xue Liu:
Feature Statistics Guided Efficient Filter Pruning. IJCAI 2020: 2619-2625 - [c10]Chen Ma
, Liheng Ma, Yingxue Zhang, Ruiming Tang, Xue Liu, Mark Coates:
Probabilistic Metric Learning with Adaptive Margin for Top-K Recommendation. KDD 2020: 1036-1044 - [c9]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: 1289-1298 - [i6]Jianing Sun, Yingxue Zhang, Chen Ma, Mark Coates, Huifeng Guo, Ruiming Tang, Xiuqiang He:
Multi-Graph Convolution Collaborative Filtering. CoRR abs/2001.00267 (2020) - [i5]Hang Li, Chen Ma, Wei Xu, Xue Liu:
Feature Statistics Guided Efficient Filter Pruning. CoRR abs/2005.12193 (2020)
2010 – 2019
- 2019
- [c8]Jianing Sun, Yingxue Zhang, Chen Ma
, Mark Coates, Huifeng Guo, Ruiming Tang, Xiuqiang He:
Multi-graph Convolution Collaborative Filtering. ICDM 2019: 1306-1311 - [c7]Chen Ma
, Peng Kang, Xue Liu:
Hierarchical Gating Networks for Sequential Recommendation. KDD 2019: 825-833 - [c6]Chen Ma
, Peng Kang, Bin Wu, Qinglong Wang, Xue Liu:
Gated Attentive-Autoencoder for Content-Aware Recommendation. WSDM 2019: 519-527 - [i4]Chen Ma, Peng Kang, Xue Liu:
Hierarchical Gating Networks for Sequential Recommendation. CoRR abs/1906.09217 (2019) - [i3]Chen Ma, Liheng Ma, Yingxue Zhang, Jianing Sun, Xue Liu, Mark Coates:
Memory Augmented Graph Neural Networks for Sequential Recommendation. CoRR abs/1912.11730 (2019) - 2018
- [c5]Chen Ma
, Yingxue Zhang, Qinglong Wang, Xue Liu:
Point-of-Interest Recommendation: Exploiting Self-Attentive Autoencoders with Neighbor-Aware Influence. CIKM 2018: 697-706 - [i2]Chen Ma, Yingxue Zhang, Qinglong Wang, Xue Liu:
Point-of-Interest Recommendation: Exploiting Self-Attentive Autoencoders with Neighbor-Aware Influence. CoRR abs/1809.10770 (2018) - [i1]Chen Ma, Peng Kang, Bin Wu, Qinglong Wang, Xue Liu:
Gated Attentive-Autoencoder for Content-Aware Recommendation. CoRR abs/1812.02869 (2018) - 2017
- [c4]Landu Jiang, Yu Hua, Chen Ma
, Xue Liu:
SunChase: Energy-Efficient Route Planning for Solar-Powered EVs. ICDCS 2017: 383-393 - [c3]Xi Chen, Chen Ma
, Michel Allegue, Xue Liu:
Taming the inconsistency of Wi-Fi fingerprints for device-free passive indoor localization. INFOCOM 2017: 1-9 - 2013
- [c2]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: 49-52 - [c1]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: 433-436
Coauthor Index
![](https://dblp1.uni-trier.de/img/cog.dark.24x24.png)
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-08-14 23:14 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint