default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDWeiwei Deng
This is just a disambiguation page, and is not intended to be the bibliography of an actual person. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2024
[j15]Zhaobin Liu
, Yongxiang Zhang, Weiwei Deng, Jian Ma, Xia Fan:
A deep learning method for recommending university patents to industrial clusters by common technological needs mining. Scientometrics 129(6): 3089-3113 (2024)- [c39]Yuxuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang:
Text Diffusion with Reinforced Conditioning. AAAI 2024: 14069-14077 - [c38]Haoyu Liu, Jianfeng Liu, Shaohan Huang, Yuefeng Zhan, Hao Sun, Weiwei Deng, Furu Wei, Qi Zhang:
Se²: Sequential Example Selection for In-Context Learning. ACL (Findings) 2024: 5262-5284 - [c37]Yuxuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang:
HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical Criteria Decomposition. ACL (1) 2024: 7641-7660 - [c36]Shuhua Shi, Shaohan Huang, Minghui Song, Zhoujun Li, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang:
ResLoRA: Identity Residual Mapping in Low-Rank Adaption. ACL (Findings) 2024: 8870-8884 - [c35]Yuxuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang:
Calibrating LLM-Based Evaluator. LREC/COLING 2024: 2638-2656 - [c34]Yaoqi Chen, Ruicheng Zheng, Qi Chen, Shuotao Xu, Qianxi Zhang, Xue Wu, Weihao Han, Hua Yuan, Mingqin Li, Yujing Wang, Jason Li, Fan Yang, Hao Sun, Weiwei Deng, Feng Sun, Qi Zhang, Mao Yang:
OneSparse: A Unified System for Multi-index Vector Search. WWW (Companion Volume) 2024: 393-402 - [i20]Ting Jiang, Shaohan Huang, Shengyue Luo, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang, Deqing Wang, Fuzhen Zhuang:
Improving Domain Adaptation through Extended-Text Reading Comprehension. CoRR abs/2401.07284 (2024) - [i19]Haoyu Liu, Jianfeng Liu, Shaohan Huang, Yuefeng Zhan, Hao Sun, Weiwei Deng, Furu Wei, Qi Zhang:
Se2: Sequential Example Selection for In-Context Learning. CoRR abs/2402.13874 (2024) - [i18]Yuxuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang:
Text Diffusion with Reinforced Conditioning. CoRR abs/2402.14843 (2024) - [i17]Yuxuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang:
HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical Criteria Decomposition. CoRR abs/2402.15754 (2024) - [i16]Shuhua Shi, Shaohan Huang, Minghui Song, Zhoujun Li, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang:
ResLoRA: Identity Residual Mapping in Low-Rank Adaption. CoRR abs/2402.18039 (2024) - [i15]Ting Jiang, Shaohan Huang, Shengyue Luo, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang, Deqing Wang, Fuzhen Zhuang:
MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning. CoRR abs/2405.12130 (2024) - [i14]Yuxuan Liu, Tianchi Yang, Zihan Zhang, Minghui Song, Haizhen Huang, Weiwei Deng, Feng Sun, Qi Zhang:
ASI++: Towards Distributionally Balanced End-to-End Generative Retrieval. CoRR abs/2405.14280 (2024) - [i13]Ting Jiang, Minghui Song, Zihan Zhang, Haizhen Huang, Weiwei Deng, Feng Sun, Qi Zhang, Deqing Wang, Fuzhen Zhuang:
E5-V: Universal Embeddings with Multimodal Large Language Models. CoRR abs/2407.12580 (2024) - 2023
- [j14]Xiaohui Wang, Mengchen Xia, Weiwei Deng:
MSRN-Informer: Time Series Prediction Model Based on Multi-Scale Residual Network. IEEE Access 11: 65059-65065 (2023) - [j13]Han Chen, Weiwei Deng:
Leveraging heterogeneous information based on heterogeneous network and homophily theory for community recommendations. Electron. Commer. Res. 23(4): 2463-2483 (2023) - [j12]Weiwei Deng, Peihu Zhu, Han Chen, Tao Yuan, Ji Wu:
Knowledge-aware sequence modelling with deep learning for online course recommendation. Inf. Process. Manag. 60(4): 103377 (2023) - [j11]Weiwei Deng, Wei Du, Cong Han:
Incorporating heterogeneous information in deep learning with informative meta-paths for community recommendations. J. Inf. Sci. 49(5): 1309-1324 (2023) - [c33]Beiduo Chen, Shaohan Huang, Zihan Zhang, Wu Guo, Zhenhua Ling, Haizhen Huang, Furu Wei, Weiwei Deng, Qi Zhang:
Pre-training Language Model as a Multi-perspective Course Learner. ACL (Findings) 2023: 114-128 - [c32]Ziheng Li, Shaohan Huang, Zihan Zhang, Zhi-Hong Deng, Qiang Lou, Haizhen Huang, Jian Jiao, Furu Wei, Weiwei Deng, Qi Zhang:
Dual-Alignment Pre-training for Cross-lingual Sentence Embedding. ACL (1) 2023: 3466-3478 - [c31]Rui Li, Xu Chen, Chaozhuo Li, Yanming Shen, Jianan Zhao, Yujing Wang, Weihao Han, Hao Sun, Weiwei Deng, Qi Zhang, Xing Xie:
To Copy Rather Than Memorize: A Vertical Learning Paradigm for Knowledge Graph Completion. ACL (1) 2023: 6335-6347 - [c30]Yi Liu, Yuan Tian, Jianxun Lian, Xinlong Wang, Yanan Cao, Fang Fang, Wen Zhang, Haizhen Huang, Weiwei Deng, Qi Zhang:
Towards Better Entity Linking with Multi-View Enhanced Distillation. ACL (1) 2023: 9729-9743 - [c29]Zhaoyang Wang, Shaohan Huang, Yuxuan Liu, Jiahai Wang, Minghui Song, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang:
Democratizing Reasoning Ability: Tailored Learning from Large Language Model. EMNLP 2023: 1948-1966 - [c28]Tianchi Yang, Minghui Song, Zihan Zhang, Haizhen Huang, Weiwei Deng, Feng Sun, Qi Zhang:
Auto Search Indexer for End-to-End Document Retrieval. EMNLP (Findings) 2023: 6955-6970 - [c27]Daixuan Cheng, Shaohan Huang, Junyu Bi, Yuefeng Zhan, Jianfeng Liu, Yujing Wang, Hao Sun, Furu Wei, Weiwei Deng, Qi Zhang:
UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation. EMNLP 2023: 12318-12337 - [c26]Junyu Bi, Daixuan Cheng, Ping Yao, Bochen Pang, Yuefeng Zhan, Chuanguang Yang, Yujing Wang, Hao Sun, Weiwei Deng, Qi Zhang:
VL-Match: Enhancing Vision-Language Pretraining with Token-Level and Instance-Level Matching. ICCV 2023: 2584-2593 - [c25]Junyan Li, Li Lyna Zhang, Jiahang Xu, Yujing Wang, Shaoguang Yan, Yunqing Xia, Yuqing Yang, Ting Cao, Hao Sun, Weiwei Deng, Qi Zhang, Mao Yang:
Constraint-aware and Ranking-distilled Token Pruning for Efficient Transformer Inference. KDD 2023: 1280-1290 - [c24]Zhoujin Tian, Chaozhuo Li, Zhiqiang Zuo, Zengxuan Wen, Lichao Sun, Xinyue Hu, Wen Zhang, Haizhen Huang, Senzhang Wang, Weiwei Deng, Xing Xie, Qi Zhang:
PASS: Personalized Advertiser-aware Sponsored Search. KDD 2023: 4924-4936 - [c23]Dong Wang, Kavé Salamatian, Yunqing Xia, Weiwei Deng, Qi Zhang:
BERT4CTR: An Efficient Framework to Combine Pre-trained Language Model with Non-textual Features for CTR Prediction. KDD 2023: 5039-5050 - [c22]Hao Yan, Chaozhuo Li, Ruosong Long, Chao Yan, Jianan Zhao, Wenwen Zhuang, Jun Yin, Peiyan Zhang, Weihao Han, Hao Sun, Weiwei Deng, Qi Zhang, Lichao Sun, Xing Xie, Senzhang Wang:
A Comprehensive Study on Text-attributed Graphs: Benchmarking and Rethinking. NeurIPS 2023 - [c21]Hailin Zhang, Yujing Wang, Qi Chen, Ruiheng Chang, Ting Zhang, Ziming Miao, Yingyan Hou, Yang Ding, Xupeng Miao, Haonan Wang, Bochen Pang, Yuefeng Zhan, Hao Sun, Weiwei Deng, Qi Zhang, Fan Yang, Xing Xie, Mao Yang, Bin Cui:
Model-enhanced Vector Index. NeurIPS 2023 - [c20]Zhaobin Liu, Weiwei Deng, Peihu Zhu, Wei Du, Jian Ma:
A Dual-view Attention Neural Network for Assigning Industrial Categories to Academic Patents. PACIS 2023: 73 - [c19]Zhoujin Tian, Chaozhuo Li, Zhiqiang Zuo, Zengxuan Wen, Xinyue Hu, Xiao Han, Haizhen Huang, Senzhang Wang, Weiwei Deng, Xing Xie, Qi Zhang:
Multi-Grained Topological Pre-Training of Language Models in Sponsored Search. SIGIR 2023: 2189-2193 - [i12]Yidan Zhang, Ting Zhang, Dong Chen, Yujing Wang, Qi Chen, Xing Xie, Hao Sun, Weiwei Deng, Qi Zhang, Fan Yang, Mao Yang, Qingmin Liao, Baining Guo:
IRGen: Generative Modeling for Image Retrieval. CoRR abs/2303.10126 (2023) - [i11]Beiduo Chen, Shaohan Huang, Zihan Zhang, Wu Guo, Zhenhua Ling, Haizhen Huang, Furu Wei, Weiwei Deng, Qi Zhang:
Pre-training Language Model as a Multi-perspective Course Learner. CoRR abs/2305.03981 (2023) - [i10]Ziheng Li, Shaohan Huang, Zihan Zhang, Zhi-Hong Deng, Qiang Lou, Haizhen Huang, Jian Jiao, Furu Wei, Weiwei Deng, Qi Zhang:
Dual-Alignment Pre-training for Cross-lingual Sentence Embedding. CoRR abs/2305.09148 (2023) - [i9]Rui Li, Xu Chen, Chaozhuo Li, Yanming Shen, Jianan Zhao, Yujing Wang, Weihao Han, Hao Sun, Weiwei Deng, Qi Zhang, Xing Xie:
To Copy Rather Than Memorize: A Vertical Learning Paradigm for Knowledge Graph Completion. CoRR abs/2305.14126 (2023) - [i8]Junyan Li, Li Lyna Zhang, Jiahang Xu, Yujing Wang, Shaoguang Yan, Yunqing Xia, Yuqing Yang, Ting Cao, Hao Sun, Weiwei Deng, Qi Zhang, Mao Yang:
Constraint-aware and Ranking-distilled Token Pruning for Efficient Transformer Inference. CoRR abs/2306.14393 (2023) - [i7]Dong Wang, Kavé Salamatian, Yunqing Xia, Weiwei Deng, Qi Zhang:
BERT4CTR: An Efficient Framework to Combine Pre-trained Language Model with Non-textual Features for CTR Prediction. CoRR abs/2308.11527 (2023) - [i6]Yuxuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang:
Calibrating LLM-Based Evaluator. CoRR abs/2309.13308 (2023) - [i5]Hailin Zhang, Yujing Wang, Qi Chen, Ruiheng Chang, Ting Zhang, Ziming Miao, Yingyan Hou, Yang Ding, Xupeng Miao, Haonan Wang, Bochen Pang, Yuefeng Zhan, Hao Sun, Weiwei Deng, Qi Zhang, Fan Yang, Xing Xie, Mao Yang, Bin Cui:
Model-enhanced Vector Index. CoRR abs/2309.13335 (2023) - [i4]Tianchi Yang, Minghui Song, Zihan Zhang, Haizhen Huang, Weiwei Deng, Feng Sun, Qi Zhang:
Auto Search Indexer for End-to-End Document Retrieval. CoRR abs/2310.12455 (2023) - [i3]Zhaoyang Wang, Shaohan Huang, Yuxuan Liu, Jiahai Wang, Minghui Song, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang:
Democratizing Reasoning Ability: Tailored Learning from Large Language Model. CoRR abs/2310.13332 (2023) - 2022
- [j10]Weiwei Deng:
Leveraging consumer behaviors for product recommendation: an approach based on heterogeneous network. Electron. Commer. Res. 22(4): 1079-1105 (2022) - [j9]Weiwei Deng, Jian Ma:
A knowledge graph approach for recommending patents to companies. Electron. Commer. Res. 22(4): 1435-1466 (2022) - [j8]Hui Yuan, Weiwei Deng:
Doctor recommendation on healthcare consultation platforms: an integrated framework of knowledge graph and deep learning. Internet Res. 32(2): 454-476 (2022) - [j7]Weiwei Deng, Tao Xiang, Xiaofeng Liao:
STEAC: Towards secure, traceable, and efficient cryptographic access control scheme in smart healthcare. Multim. Tools Appl. 81(21): 30069-30092 (2022) - [c18]Rui Li, Jianan Zhao, Chaozhuo Li, Di He, Yiqi Wang, Yuming Liu, Hao Sun, Senzhang Wang, Weiwei Deng, Yanming Shen, Xing Xie, Qi Zhang:
HousE: Knowledge Graph Embedding with Householder Parameterization. ICML 2022: 13209-13224 - [c17]Bochen Pang, Chaozhuo Li, Yuming Liu, Jianxun Lian, Jianan Zhao, Hao Sun, Weiwei Deng, Xing Xie, Qi Zhang:
Improving Relevance Modeling via Heterogeneous Behavior Graph Learning in Bing Ads. KDD 2022: 3713-3721 - [c16]Dong Wang, Shaoguang Yan, Yunqing Xia, Kavé Salamatian, Weiwei Deng, Qi Zhang:
Learning Supplementary NLP Features for CTR Prediction in Sponsored Search. KDD 2022: 4010-4020 - [c15]Jianjin Zhang, Zheng Liu, Weihao Han, Shitao Xiao, Ruicheng Zheng, Yingxia Shao, Hao Sun, Hanqing Zhu, Premkumar Srinivasan, Weiwei Deng, Qi Zhang, Xing Xie:
Uni-Retriever: Towards Learning the Unified Embedding Based Retriever in Bing Sponsored Search. KDD 2022: 4493-4501 - [c14]Yongjie Zhu, Chunhui Han, Yuefeng Zhan, Bochen Pang, Zhaoju Li, Hao Sun, Si Li, Boxin Shi, Nan Duan, Weiwei Deng, Ruofei Zhang, Liangjie Zhang, Qi Zhang:
AdsCVLR: Commercial Visual-Linguistic Representation Modeling in Sponsored Search. ACM Multimedia 2022: 444-452 - [c13]Yujing Wang, Yingyan Hou, Haonan Wang, Ziming Miao, Shibin Wu, Qi Chen, Yuqing Xia, Chengmin Chi, Guoshuai Zhao, Zheng Liu, Xing Xie, Hao Sun, Weiwei Deng, Qi Zhang, Mao Yang:
A Neural Corpus Indexer for Document Retrieval. NeurIPS 2022 - [c12]Yiding Zhang, Chaozhuo Li, Xing Xie, Xiao Wang, Chuan Shi, Yuming Liu, Hao Sun, Liangjie Zhang, Weiwei Deng, Qi Zhang:
Geometric Disentangled Collaborative Filtering. SIGIR 2022: 80-90 - [i2]Rui Li, Jianan Zhao, Chaozhuo Li, Di He, Yiqi Wang, Yuming Liu, Hao Sun, Senzhang Wang, Weiwei Deng, Yanming Shen, Xing Xie, Qi Zhang:
HousE: Knowledge Graph Embedding with Householder Parameterization. CoRR abs/2202.07919 (2022) - [i1]Yujing Wang, Yingyan Hou, Haonan Wang, Ziming Miao, Shibin Wu, Hao Sun, Qi Chen, Yuqing Xia, Chengmin Chi, Guoshuai Zhao, Zheng Liu, Xing Xie, Hao Allen Sun, Weiwei Deng, Qi Zhang, Mao Yang:
A Neural Corpus Indexer for Document Retrieval. CoRR abs/2206.02743 (2022) - 2021
- [j6]You Zhao, Xiaofeng Liao, Xing He, Rongqiang Tang, Weiwei Deng:
Smoothing inertial neurodynamic approach for sparse signal reconstruction via Lp-norm minimization. Neural Networks 140: 100-112 (2021) - 2020
- [j5]Xiaoqiang Ma, Weiwei Deng, Feng Wang, Menglan Hu, Fei Chen, Mohammad Mehedi Hassan:
TIMCC: On Data Freshness in Privacy-Preserving Incentive Mechanism Design for Continuous Crowdsensing Using Reverse Auction. IEEE Access 8: 1777-1789 (2020) - [c11]Weiwei Deng, Xiaoming Huang, Hui Yuan, Jian Ma, Gang Wang:
Analysis of topics, theories, and methods of information systems research in the past two decades: A knowledge graph approach. PACIS 2020: 3
2010 – 2019
- 2019
- [j4]Qi Wang, Jijun Yu, Weiwei Deng:
An adjustable re-ranking approach for improving the individual and aggregate diversities of product recommendations. Electron. Commer. Res. 19(1): 59-79 (2019) - [c10]Xinyu Zhu, Ruidong Zhao, Mohan Tanniru, Weiwei Deng:
Does Social Media Adoption Reduce Overuse of Medical Resource: The Case of High-Cost Tests. AMCIS 2019 - [c9]Weiwei Deng, Xiaoming Huang, Peihu Zhu:
Facilitating Technology Transfer by Patent Knowledge Graph. HICSS 2019: 1-9 - 2018
- [j3]Yu Han, Cheng Shao, ShouTao Yang, Weiwei Deng:
MLNMF: multi-label learning based on non-negative matrix factorisation. Int. J. Model. Identif. Control. 30(1): 1-8 (2018) - [c8]Peihu Zhu, Weiwei Deng:
When Less is More: Effect of Group Size on Profit of Online Advertising Communities. PACIS 2018: 212 - [c7]Weiwei Deng, Peihu Zhu, Jian Ma:
Enhancing group recommendation by knowledge graph. PACIS 2018: 214 - [c6]Weiwei Deng, Xiaoliang Ling, Yang Qi, Tunzi Tan, Eren Manavoglu, Qi Zhang:
Ad Click Prediction in Sequence with Long Short-Term Memory Networks: an Externality-aware Model. SIGIR 2018: 1065-1068 - 2017
- [j2]Chunhui Zhao, Weiwei Deng, Yiming Yan, Xi-Feng Yao:
Progressive Line Processing of Kernel RX Anomaly Detection Algorithm for Hyperspectral Imagery. Sensors 17(8): 1815 (2017) - [c5]Qi Wang, Jian Ma, Xiuwu Liao, Weiwei Deng, Mingyu Zhang:
Connecting Researchers with Companies for University-Industry Collaboration. HICSS 2017: 1-10 - [c4]Weiwei Deng, Jian Ma:
Leveraging Heterogeneous Information Network for Community Recommendation. ICIS 2017 - [c3]Xiaoliang Ling, Weiwei Deng, Chen Gu, Hucheng Zhou, Cui Li, Feng Sun:
Model Ensemble for Click Prediction in Bing Search Ads. WWW (Companion Volume) 2017: 689-698 - 2015
- [j1]Zhu Song, Shijie Zhou, Jiaqing Luo, Weiwei Deng:
The B+-tree-based method for nearest neighbour queries in traffic simulation systems. Int. J. High Perform. Comput. Netw. 8(2): 110-123 (2015) - [c2]Shuotao Yang, Hong Yu, Weiwei Deng, Xiaochen Lai:
Mobile Application Recommendations Based on Complex Information. IEA/AIE 2015: 415-424 - 2013
- [c1]Lijun Sun, Shijie Zhou, Jiaqing Luo, Yuehan Zhang, Mengjie Zhang, Weiwei Deng:
ARNS: Adaptive RFID Network Scheduling for Device-Free Tracking. MSN 2013: 248-253
Coauthor Index
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 2024-10-22 21:17 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
