Title
A Functional Extension of Semi-Structured Networks David Rügamer Bernard X. W. Liew Zainab Altai Almond Stöcker 21 0 0 07 Oct 2024
Scale-Invariant Learning-to-Rank Alessio Petrozziello Christian Sommeregger Ye-Sheen Lim 22 0 0 02 Oct 2024
A Deep Learning Approach for Imbalanced Tabular Data in Advertiser Prospecting: A Case of Direct Mail Prospecting Sadegh Farhang William Hayes Nick Murphy Jonathan Neddenriep Nicholas Tyris 19 0 0 02 Oct 2024
Enhancing Recommendation with Denoising Auxiliary Task Pengsheng Liu Linan Zheng Jiale Chen Guangfa Zhang Yang Xu Jinyun Fang NoLa 40 0 0 25 Sep 2024
Neural Network Architecture Search Enabled Wide-Deep Learning (NAS-WD) for Spatially Heterogenous Property Awared Chicken Woody Breast Classification and Hardness Regression Chaitanya Pallerla Yihong Feng Casey M. Owens Ramesh Bahadur Bist Siavash Mahmoudi Pouya Sohrabipour Amirreza Davar Dongyi Wang 18 2 0 25 Sep 2024
Efficient Tabular Data Preprocessing of ML Pipelines Yu Zhu Wenqi Jiang Gustavo Alonso LMTD 25 1 0 23 Sep 2024
LLM-Enhanced Software Patch Localization Jinhong Yu Yi Chen Di Tang Xiaozhong Liu XiaoFeng Wang Chen Wu Haixu Tang AAML 18 1 0 10 Sep 2024
An Enhanced Batch Query Architecture in Real-time Recommendation Qiang Zhang Zhipeng Teng Disheng Wu Jiayin Wang 16 0 0 31 Aug 2024
Deep Feature Embedding for Tabular Data Yuqian Wu Hengyi Luo Raymond S. T. Lee LMTD 21 4 0 30 Aug 2024
LARR: Large Language Model Aided Real-time Scene Recommendation with Semantic Understanding Zhizhong Wan Bin Yin Junjie Xie Fei Jiang Xiang Li Wei Lin 3DV 43 5 0 21 Aug 2024
Modeling Reference-dependent Choices with Graph Neural Networks Liang Zhang Guannan Liu Junjie Wu Yong Tan HAI 24 0 0 21 Aug 2024
Towards Fair and Rigorous Evaluations: Hyperparameter Optimization for Top-N Recommendation Task with Implicit Feedback Hui Fang Xu Feng Lu Qin Zhu Sun 19 0 0 14 Aug 2024
Advancing Re-Ranking with Multimodal Fusion and Target-Oriented Auxiliary Tasks in E-Commerce Search Enqiang Xu Xinhui Li Zhigong Zhou Jiahao Ji Jinyuan Zhao Dadong Miao Songlin Wang Lin Liu Sulong Xu 41 0 0 11 Aug 2024
MMREC: LLM Based Multi-Modal Recommender System Jiahao Tian Jinman Zhao Zhenkai Wang Zhicheng Ding 39 11 0 08 Aug 2024
Scene-wise Adaptive Network for Dynamic Cold-start Scenes Optimization in CTR Prediction Wenhao Li Jie Zhou Chuan Luo Chao Tang Kun Zhang Shixiong Zhao 33 0 0 03 Aug 2024
HMDN: Hierarchical Multi-Distribution Network for Click-Through Rate Prediction Xingyu Lou Yu Yang Kuiyao Dong Emmanouil Benetos Wenyi Yu George Fazekas Xiu Li Dmitry Bogdanov 20 0 0 02 Aug 2024
RevGNN: Negative Sampling Enhanced Contrastive Graph Learning for Academic Reviewer Recommendation Weibin Liao Yifan Zhu Yanyan Li Qi Zhang Zhonghong Ou Xuesong Li 28 4 0 30 Jul 2024
EXIT: An EXplicit Interest Transfer Framework for Cross-Domain Recommendation Lei Huang Weitao Li Chenrui Zhang Jinpeng Wang Xianchun Yi Sheng Chen 37 0 0 29 Jul 2024
Enhancing Taobao Display Advertising with Multimodal Representations: Challenges, Approaches and Insights Xiang-Rong Sheng Feifan Yang Litong Gong Biao Wang Zhangming Chan ... Tiezheng Ge Han Zhu Yuning Jiang Jian Xu Bo Zheng 31 2 0 28 Jul 2024
FedUD: Exploiting Unaligned Data for Cross-Platform Federated Click-Through Rate Prediction Wentao Ouyang Rui Dong Ri Tao Xiangzheng Liu FedML 18 2 0 26 Jul 2024
TWIN V2: Scaling Ultra-Long User Behavior Sequence Modeling for Enhanced CTR Prediction at Kuaishou Zihua Si Lin Guan ZhongXiang Sun Xiaoxue Zang Jing Lu ... Kai Zheng Chenbin Zhang Ya-Ling Niu Yang Song Kun Gai 33 5 0 23 Jul 2024
Low Rank Field-Weighted Factorization Machines for Low Latency Item Recommendation Alicia Y. Tsai Michael Viderman Anahita Hosseini Zemin Zhang Ariel Raviv Lichan Hong 19 0 0 22 Jul 2024
Frontiers of Deep Learning: From Novel Application to Real-World Deployment Rui Xie VLM 35 1 0 19 Jul 2024
A Bag of Tricks for Scaling CPU-based Deep FFMs to more than 300m Predictions per Second Blaž Škrlj Benjamin Ben-Shalom Grega Gaspersic Adi Schwartz Ramzi Hoseisi Naama Ziporin Davorin Kopic Andraz Tori 32 0 0 14 Jul 2024
CADC: Encoding User-Item Interactions for Compressing Recommendation Model Training Data Hossein Entezari Zarch Abdulla Alshabanah Chaoyi Jiang Murali Annavaram 23 1 0 11 Jul 2024
Accelerating Communication in Deep Learning Recommendation Model Training with Dual-Level Adaptive Lossy Compression Hao Feng Boyuan Zhang Fanjiang Ye Min Si Ching-Hsiang Chu ... Summer Deng Yuchen Hao Pavan Balaji Tong Geng Dingwen Tao AI4CE 31 2 0 05 Jul 2024
Learning Interpretable Differentiable Logic Networks Chang Yue N. Jha NAI AI4CE 29 0 0 04 Jul 2024
TALENT: A Tabular Analytics and Learning Toolbox Si-Yang Liu Hao-Run Cai Qi-Le Zhou Han-Jia Ye LMTD 33 4 0 04 Jul 2024
ECAT: A Entire space Continual and Adaptive Transfer Learning Framework for Cross-Domain Recommendation Chaoqun Hou Yuanhang Zhou Yi Cao Tong Liu 18 1 0 02 Jul 2024
Jump Starting Bandits with LLM-Generated Prior Knowledge P. A. Alamdari Yanshuai Cao Kevin H. Wilson 44 1 0 27 Jun 2024
Multi-Epoch learning with Data Augmentation for Deep Click-Through Rate Prediction Zhongxiang Fan Zhaocheng Liu Jian Liang Dongying Kong Han Li Peng Jiang Shuang Li Kun Gai 45 0 0 27 Jun 2024
Light-weight End-to-End Graph Interest Network for CTR Prediction in E-commerce Search Pipi Peng Yunqing Jia Ziqiang Zhou murmurhash Zichong Xiao GNN 31 0 0 25 Jun 2024
Hyperbolic Knowledge Transfer in Cross-Domain Recommendation System Xin Yang Heng Chang Zhijian Lai Jinze Yang Xingrun Li Yu Lu Shuaiqiang Wang Dawei Yin Erxue Min 25 1 0 25 Jun 2024
CausalMMM: Learning Causal Structure for Marketing Mix Modeling Chang Gong Di Yao Lei Zhang Sheng Chen Wenbin Li Yueyang Su Jingping Bi 34 4 0 24 Jun 2024
Relaxing Continuous Constraints of Equivariant Graph Neural Networks for Physical Dynamics Learning Zinan Zheng Yang Liu Jia Li Jianhua Yao Yu Rong AI4CE 51 1 0 24 Jun 2024
Personalized Music Recommendation with a Heterogeneity-aware Deep Bayesian Network Erkang Jing Yezheng Liu Yidong Chai Shuo Yu Longshun Liu Yuanchun Jiang Yang Wang 26 2 0 20 Jun 2024
Enhancing Travel Choice Modeling with Large Language Models: A Prompt-Learning Approach Xuehao Zhai Hanlin Tian Lintong Li Tianyu Zhao 45 1 0 19 Jun 2024
LLM4MSR: An LLM-Enhanced Paradigm for Multi-Scenario Recommendation Yuhao Wang Yichao Wang Zichuan Fu Xiangyang Li Xiangyu Zhao Huifeng Guo Ruiming Tang 32 12 0 18 Jun 2024
Mutual Learning for Finetuning Click-Through Rate Prediction Models Ibrahim Can Yilmaz Said Aldemir 21 0 0 17 Jun 2024
A Self-boosted Framework for Calibrated Ranking Shunyu Zhang Hu Liu Wentian Bao Enyun Yu Yang Song 46 2 0 12 Jun 2024
ElasticRec: A Microservice-based Model Serving Architecture Enabling Elastic Resource Scaling for Recommendation Models Yujeong Choi Jiin Kim Minsoo Rhu 32 1 0 11 Jun 2024
Non-autoregressive Personalized Bundle Generation Wenchuan Yang Cheng Yang Jichao Li Yuejin Tan Xin Lu Chuan Shi 28 0 0 11 Jun 2024
Poisoning Attacks and Defenses in Recommender Systems: A Survey Zongwei Wang Junliang Yu Min Gao Wei Yuan Guanhua Ye S. Sadiq Hongzhi Yin AAML 43 6 0 03 Jun 2024
Cognitive Evolutionary Learning to Select Feature Interactions for Recommender Systems Runlong Yu Qixiang Shao Qi Liu Huan Liu Enhong Chen 23 0 0 29 May 2024
Unified Low-rank Compression Framework for Click-through Rate Prediction Hao Yu Minghao Fu Jiandong Ding Yusheng Zhou Jianxin Wu 22 0 0 28 May 2024
A Preference-oriented Diversity Model Based on Mutual-information in Re-ranking for E-commerce Search Huimu Wang Mingming Li Dadong Miao Songlin Wang Guoyu Tang Lin Liu Sulong Xu Jinghe Hu 13 1 0 24 May 2024
Task agnostic continual learning with Pairwise layer architecture Santtu Keskinen CLL 32 1 0 22 May 2024
RecGPT: Generative Pre-training for Text-based Recommendation Hoang Ngo Dat Quoc Nguyen LRM 34 5 0 21 May 2024
DisCo: Towards Harmonious Disentanglement and Collaboration between Tabular and Semantic Space for Recommendation Kounianhua Du Jizheng Chen Jianghao Lin Yunjia Xi Hangyu Wang Xinyi Dai Bo Chen Ruiming Tang Weinan Zhang 27 7 0 20 May 2024
RDRec: Rationale Distillation for LLM-based Recommendation Xinfeng Wang Jin Cui Yoshimi Suzuki Fumiyo Fukumoto LRM 29 10 0 17 May 2024