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AutoInt: Automatic Feature Interaction Learning via Self-Attentive Neural Networks

29 October 2018

Jian Tang

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Papers citing "AutoInt: Automatic Feature Interaction Learning via Self-Attentive Neural Networks"

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Title
SiGeo: Sub-One-Shot NAS via Information Theory and Geometry of Loss Landscape Hua Zheng Kuang-Hung Liu Igor Fedorov Xin Zhang Wen-Yen Chen Wei Wen 91 2 0 22 Nov 2023
AutoML for Large Capacity Modeling of Meta's Ranking Systems Hang Yin Kuang-Hung Liu Mengying Sun Yuxin Chen Buyun Zhang ... Huayu Li Zhengxing Chen Wen-Yen Chen Jiyan Yang Wei Wen OffRL 86 2 0 14 Nov 2023
Reviewing Developments of Graph Convolutional Network Techniques for Recommendation Systems Haojun Zhu Vikram Kapoor Priya Sharma GNN 54 0 0 10 Nov 2023
Hiformer: Heterogeneous Feature Interactions Learning with Transformers for Recommender Systems Huan Gui Ruoxi Wang Ke Yin Long Jin Maciej Kula Taibai Xu Lichan Hong Ed H. Chi 91 2 0 10 Nov 2023
RELand: Risk Estimation of Landmines via Interpretable Invariant Risk Minimization Mateo Dulce Rubio Siqi Zeng Qi Wang Didier Alvarado Francisco Moreno Hoda Heidari Fei Fang 62 2 0 06 Nov 2023
DistDNAS: Search Efficient Feature Interactions within 2 Hours Tunhou Zhang W. Wen Igor Fedorov Xi Liu Buyun Zhang ... Wen-Yen Chen Yiping Han Feng Yan Hai Helen Li Yiran Chen 91 1 0 01 Nov 2023
Farthest Greedy Path Sampling for Two-shot Recommender Search Yufan Cao Tunhou Zhang W. Wen Feng Yan Hai Helen Li Yiran Chen 48 0 0 31 Oct 2023
Rethinking Pre-Training in Tabular Data: A Neighborhood Embedding Perspective Han-Jia Ye Qi-Le Zhou De-Chuan Zhan De-Chuan Zhan Wei-Lun Chao 19 10 0 31 Oct 2023
Embedding in Recommender Systems: A Survey Xiangyu Zhao Maolin Wang Xinjian Zhao Jiansheng Li Shucheng Zhou Dawei Yin Qing Li Jiliang Tang Ruocheng Guo AI4TS 90 12 0 28 Oct 2023
ReConTab: Regularized Contrastive Representation Learning for Tabular Data Suiyao Chen Jing Wu N. Hovakimyan Handong Yao 87 35 0 28 Oct 2023
FATA-Trans: Field And Time-Aware Transformer for Sequential Tabular Data Dongyu Zhang Liang Wang Xin Dai Shubham Jain Junpeng Wang Yujie Fan Chin-Chia Michael Yeh Yan Zheng Zhongfang Zhuang Wei Zhang LMTD AI4TS 87 10 0 20 Oct 2023
LLP-Bench: A Large Scale Tabular Benchmark for Learning from Label Proportions Anand Brahmbhatt Mohith Pokala Rishi Saket A. Raghuveer 128 3 0 16 Oct 2023
Label Differential Privacy via Aggregation Anand Brahmbhatt Rishi Saket Shreyas Havaldar Anshul Nasery A. Raghuveer 110 0 0 16 Oct 2023
AdaptSSR: Pre-training User Model with Augmentation-Adaptive Self-Supervised Ranking Yang Yu Qi Liu Kai Zhang Yuren Zhang Chao Song Min Hou Yuqing Yuan Zhihao Ye Zaixin Zhang Sanshi Lei Yu 66 2 0 15 Oct 2023
ClickPrompt: CTR Models are Strong Prompt Generators for Adapting Language Models to CTR Prediction Jianghao Lin Bo Chen Hangyu Wang Yunjia Xi Yanru Qu Xinyi Dai Kangning Zhang Ruiming Tang Yong Yu Weinan Zhang 171 34 0 13 Oct 2023
On the Embedding Collapse when Scaling up Recommendation Models Xingzhuo Guo Kai Yan Ximei Wang Baixu Chen Haohan Wang Mingsheng Long 103 25 0 06 Oct 2023
CODA: Temporal Domain Generalization via Concept Drift Simulator Chia-Yuan Chang Yu-Neng Chuang Zhimeng Jiang Kwei-Herng Lai Anxiao Jiang Na Zou OOD 68 5 0 02 Oct 2023
Towards Faithful Neural Network Intrinsic Interpretation with Shapley Additive Self-Attribution Ying Sun Hengshu Zhu Huixia Xiong TDI FAtt MILM 98 1 0 27 Sep 2023
Enhancing Cross-Category Learning in Recommendation Systems with Multi-Layer Embedding Training Selim F. Yilmaz Benjamin Ghaemmaghami A. Singh Benjamin Cho Leo Orshansky Lei Deng Michael Orshansky AI4TS 50 0 0 27 Sep 2023
Towards Better Modeling with Missing Data: A Contrastive Learning-based Visual Analytics Perspective Laixin Xie Ouyang Yang Long-fei Chen Ziming Wu Quan Li 53 0 0 18 Sep 2023
AdSEE: Investigating the Impact of Image Style Editing on Advertisement Attractiveness Liyao Jiang Chenglin Li Haolan Chen Xiao-Rong Gao Xinwang Zhong Yang Qiu Shani Ye Di Niu 59 0 0 15 Sep 2023
MvFS: Multi-view Feature Selection for Recommender System Youngjune Lee Yeongjong Jeong Keunchan Park SeongKu Kang 75 12 0 05 Sep 2023
Ad-Rec: Advanced Feature Interactions to Address Covariate-Shifts in Recommendation Networks Muhammad Adnan Yassaman Ebrahimzadeh Maboud Divyat Mahajan Prashant J. Nair 58 3 0 28 Aug 2023
Homological Convolutional Neural Networks Antonio Briola Yuanrong Wang Silvia Bartolucci T. Aste LMTD 80 7 0 26 Aug 2023
ReLLa: Retrieval-enhanced Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Jianghao Lin Rongjie Shan Chenxu Zhu Kounianhua Du Bo Chen Shigang Quan Ruiming Tang Yong Yu Weinan Zhang LRM 208 93 0 22 Aug 2023
CSPM: A Contrastive Spatiotemporal Preference Model for CTR Prediction in On-Demand Food Delivery Services Guyu Jiang Xiaoyun Li Rongrong Jing Ruoqi Zhao Xingliang Ni Guodong Cao Ning Hu 60 3 0 10 Aug 2023
DeRisk: An Effective Deep Learning Framework for Credit Risk Prediction over Real-World Financial Data Yancheng Liang Jiajie Zhang Hui Li Xiaochen Liu Yi Hu Yonghuan Wu Jinyao Zhang Yongyan Liu Yi Wu 43 2 0 07 Aug 2023
ConvFormer: Revisiting Transformer for Sequential User Modeling Hao Wang Jianxun Lian Mingyang Wu Haoxuan Li Jiajun Fan Wanyue Xu Chaozhuo Li Xing Xie 61 5 0 05 Aug 2023
MAP: A Model-agnostic Pretraining Framework for Click-through Rate Prediction Jianghao Lin Yanru Qu Wei Guo Xinyi Dai Ruiming Tang Yong Yu Weinan Zhang 72 21 0 03 Aug 2023
UniTabE: A Universal Pretraining Protocol for Tabular Foundation Model in Data Science Yazheng Yang Yuqi Wang Guangyi Liu Ledell Yu Wu Qi Liu LMTD 71 17 0 18 Jul 2023
Towards Cross-Table Masked Pretraining for Web Data Mining Chaonan Ye Guoshan Lu Haobo Wang Liyao Li Sai Wu Gang Chen Jiaqi Zhao LMTD 78 14 0 10 Jul 2023
Towards Assumption-free Bias Mitigation Chia-Yuan Chang Yu-Neng Chuang Kwei-Herng Lai Xiaotian Han Helen Zhou Na Zou 68 4 0 09 Jul 2023
Bidirectional Attention as a Mixture of Continuous Word Experts Kevin Christian Wibisono Yixin Wang MoE 21 0 0 08 Jul 2023
Cross-Element Combinatorial Selection for Multi-Element Creative in Display Advertising Wei Emma Zhang P. Zhang Jian Dong Yongkang Wang Peng Zhang Bo Zhang Xingxing Wang Dong Wang 36 0 0 04 Jul 2023
ProtoGate: Prototype-based Neural Networks with Global-to-local Feature Selection for Tabular Biomedical Data Xiangjian Jiang Andrei Margeloiu Nikola Simidjievski M. Jamnik OOD 88 11 0 21 Jun 2023
Combining piano performance dimensions for score difficulty classification Pedro Ramoneda Dasaem Jeong V. Eremenko Nazif Can Tamer M. Miron Xavier Serra 413 7 0 14 Jun 2023
NFTs to MARS: Multi-Attention Recommender System for NFTs Seonmi Kim Youngbin Lee Yejin Kim J. Hong Yongjae Lee 31 0 0 13 Jun 2023
$Enabling tabular deep learning when $d \gg n$ with an auxiliary knowledge graph$ Enabling tabular deep learning when $d \gg n$ with an auxiliary knowledge graph Camilo Ruiz Hongyu Ren Kexin Huang J. Leskovec 67 2 0 07 Jun 2023
HyperFormer: Learning Expressive Sparse Feature Representations via Hypergraph Transformer Kaize Ding Albert Jiongqian Liang Bryan Perrozi Ting-Li Chen Ruoxi Wang Lichan Hong Ed H. Chi Huan Liu D. Cheng 63 14 0 27 May 2023
Exploring and Exploiting Data Heterogeneity in Recommendation Zimu Wang Jiashuo Liu Hao Zou Xingxuan Zhang Yue He Dongxu Liang Peng Cui 84 2 0 21 May 2023
Unified Embedding: Battle-Tested Feature Representations for Web-Scale ML Systems Benjamin Coleman Wang-Cheng Kang Matthew Fahrbach Ruoxi Wang Lichan Hong Ed H. Chi D. Cheng 100 11 0 20 May 2023
Generative Table Pre-training Empowers Models for Tabular Prediction Tianze Zhang Shaowen Wang Shuicheng Yan Jian Li Qian Liu LMTD 82 46 0 16 May 2023
DELTA: Dynamic Embedding Learning with Truncated Conscious Attention for CTR Prediction Chengkai Zhu Liang Du Hong Chen Shuang Zhao Zixun Sun Xin Eric Wang Wenwu Zhu 54 1 0 03 May 2023
Edge-cloud Collaborative Learning with Federated and Centralized Features Zexi Li Qunwei Li Yi Zhou Wenliang Zhong Guannan Zhang Chao-Xiang Wu FedML 83 15 0 12 Apr 2023
A Scalable Framework for Automatic Playlist Continuation on Music Streaming Services Walid Bendada Guillaume Salha-Galvan Thomas Bouabça Tristan Cazenave 62 9 0 12 Apr 2023
KDSM: An uplift modeling framework based on knowledge distillation and sample matching Chang Sun Qianying Li Guanxiang Wang S. Xu Yitong Liu 45 0 0 06 Mar 2023
CoRTX: Contrastive Framework for Real-time Explanation Yu-Neng Chuang Guanchu Wang Fan Yang Quan-Gen Zhou Pushkar Tripathi Xuanting Cai Helen Zhou 91 20 0 05 Mar 2023
Multi-Layer Attention-Based Explainability via Transformers for Tabular Data Andrea Trevino Gavito Diego Klabjan J. Utke LMTD 49 3 0 28 Feb 2023
adSformers: Personalization from Short-Term Sequences and Diversity of Representations in Etsy Ads A. Awad Denisa Roberts Eden Dolev Andrea Heyman Zahra Ebrahimzadeh Zoe Weil Marcin Mejran Vaibhav Malpani Mahir Yavuz 63 6 0 02 Feb 2023
Decision-Making Context Interaction Network for Click-Through Rate Prediction Xiang Li Shuwei Chen Jian Dong Jin Zhang Yongkang Wang Xingxing Wang Dong Wang 29 9 0 29 Jan 2023