- Liyang He
, Zhenya Huang
, Enhong Chen
, Qi Liu
, Shiwei Tong
, Hao Wang
, Defu Lian
, Shijin Wang
:
An Efficient and Robust Semantic Hashing Framework for Similar Text Search. ACM Trans. Inf. Syst. 41(4): 91:1-91:31 (2023) - Zhenya Huang
, Binbin Jin
, Hongke Zhao
, Qi Liu
, Defu Lian
, Tengfei Bao
, Enhong Chen
:
Personal or General? A Hybrid Strategy with Multi-factors for News Recommendation. ACM Trans. Inf. Syst. 41(2): 44:1-44:29 (2023) - Liwei Huang, Yutao Ma
, Yanbo Liu, Bohong Danny Du, Shuliang Wang, Deyi Li:
Position-Enhanced and Time-aware Graph Convolutional Network for Sequential Recommendations. ACM Trans. Inf. Syst. 41(1): 6:1-6:32 (2023) - Mubashir Imran
, Hongzhi Yin
, Tong Chen
, Quoc Viet Hung Nguyen
, Alexander Zhou
, Kai Zheng
:
ReFRS: Resource-efficient Federated Recommender System for Dynamic and Diversified User Preferences. ACM Trans. Inf. Syst. 41(3): 65:1-65:30 (2023) - Yitong Ji
, Aixin Sun
, Jie Zhang
, Chenliang Li
:
A Critical Study on Data Leakage in Recommender System Offline Evaluation. ACM Trans. Inf. Syst. 41(3): 75:1-75:27 (2023) - Jurek Leonhardt
, Koustav Rudra
, Avishek Anand
:
Extractive Explanations for Interpretable Text Ranking. ACM Trans. Inf. Syst. 41(4): 88:1-88:31 (2023) - Yakun Li
, Lei Hou
, Juanzi Li
:
Preference-aware Graph Attention Networks for Cross-Domain Recommendations with Collaborative Knowledge Graph. ACM Trans. Inf. Syst. 41(3): 80:1-80:26 (2023) - Ming Li
, Sami Jullien
, Mozhdeh Ariannezhad
, Maarten de Rijke
:
A Next Basket Recommendation Reality Check. ACM Trans. Inf. Syst. 41(4): 116:1-116:29 (2023) - Minghan Li
, Diana Nicoleta Popa
, Johan Chagnon
, Yagmur Gizem Cinar
, Éric Gaussier
:
The Power of Selecting Key Blocks with Local Pre-ranking for Long Document Information Retrieval. ACM Trans. Inf. Syst. 41(3): 73:1-73:35 (2023) - Bing Li, Peng Yang, Hanlin Zhao, Penghui Zhang, Zijian Liu:
Hierarchical Sliding Inference Generator for Question-driven Abstractive Answer Summarization. ACM Trans. Inf. Syst. 41(1): 7:1-7:27 (2023) - Lei Li
, Yongfeng Zhang
, Li Chen
:
Personalized Prompt Learning for Explainable Recommendation. ACM Trans. Inf. Syst. 41(4): 103:1-103:26 (2023) - Qiming Li
, Zhao Zhang
, Fuzhen Zhuang
, Yongjun Xu
, Chao Li
:
Topic-aware Intention Network for Explainable Recommendation with Knowledge Enhancement. ACM Trans. Inf. Syst. 41(4): 92:1-92:23 (2023) - Bin Liang
, Xiang Li
, Lin Gui
, Yonghao Fu
, Yulan He
, Min Yang
, Ruifeng Xu
:
Few-shot Aspect Category Sentiment Analysis via Meta-learning. ACM Trans. Inf. Syst. 41(1): 22:1-22:31 (2023) - Bi Liang
, Xiangwu Meng
, Yujie Zhang
:
Exploring Time-aware Multi-pattern Group Venue Recommendation in LBSNs. ACM Trans. Inf. Syst. 41(3): 70:1-70:31 (2023) - Sheng-Chieh Lin
, Jimmy Lin
:
A Dense Representation Framework for Lexical and Semantic Matching. ACM Trans. Inf. Syst. 41(4): 110:1-110:29 (2023) - Zhaohao Lin
, Weike Pan
, Qiang Yang, Zhong Ming
:
A Generic Federated Recommendation Framework via Fake Marks and Secret Sharing. ACM Trans. Inf. Syst. 41(2): 40:1-40:37 (2023) - Yanxiang Ling, Fei Cai, Jun Liu, Honghui Chen, Maarten de Rijke
:
Generating Relevant and Informative Questions for Open-Domain Conversations. ACM Trans. Inf. Syst. 41(1): 2:1-2:30 (2023) - Zhongzhou Liu
, Yuan Fang
, Min Wu
:
Mitigating Popularity Bias for Users and Items with Fairness-centric Adaptive Recommendation. ACM Trans. Inf. Syst. 41(3): 55:1-55:27 (2023) - Dugang Liu
, Pengxiang Cheng
, Zinan Lin
, Xiaolian Zhang
, Zhenhua Dong
, Rui Zhang
, Xiuqiang He
, Weike Pan
, Zhong Ming
:
Bounding System-Induced Biases in Recommender Systems with a Randomized Dataset. ACM Trans. Inf. Syst. 41(4): 108:1-108:26 (2023) - Qi Liu
, Jinze Wu
, Zhenya Huang
, Hao Wang
, Yuting Ning
, Ming Chen
, Enhong Chen
, Jinfeng Yi
, Bowen Zhou
:
Federated User Modeling from Hierarchical Information. ACM Trans. Inf. Syst. 41(2): 46:1-46:33 (2023) - Kang Liu
, Feng Xue
, Dan Guo
, Le Wu
, Shujie Li
, Richang Hong
:
MEGCF: Multimodal Entity Graph Collaborative Filtering for Personalized Recommendation. ACM Trans. Inf. Syst. 41(2): 30:1-30:27 (2023) - Pei-Chi Lo
, Ee-Peng Lim
:
Contextual Path Retrieval: A Contextual Entity Relation Embedding-based Approach. ACM Trans. Inf. Syst. 41(1): 1:1-1:38 (2023) - Jing Long
, Tong Chen
, Quoc Viet Hung Nguyen
, Hongzhi Yin
:
Decentralized Collaborative Learning Framework for Next POI Recommendation. ACM Trans. Inf. Syst. 41(3): 66:1-66:25 (2023) - Hongyu Lu
, Weizhi Ma
, Yifan Wang
, Min Zhang
, Xiang Wang
, Yiqun Liu
, Tat-Seng Chua
, Shaoping Ma
:
User Perception of Recommendation Explanation: Are Your Explanations What Users Need? ACM Trans. Inf. Syst. 41(2): 48:1-48:31 (2023) - Ting Ma
, Longtao Huang
, Qianqian Lu
, Songlin Hu
:
KR-GCN: Knowledge-Aware Reasoning with Graph Convolution Network for Explainable Recommendation. ACM Trans. Inf. Syst. 41(1): 4:1-4:27 (2023) - Muyang Ma
, Pengjie Ren
, Zhumin Chen
, Zhaochun Ren
, Huasheng Liang
, Jun Ma
, Maarten de Rijke
:
Improving Transformer-based Sequential Recommenders through Preference Editing. ACM Trans. Inf. Syst. 41(3): 71:1-71:24 (2023) - Joel Mackenzie
, Andrew Trotman
, Jimmy Lin
:
Efficient Document-at-a-time and Score-at-a-time Query Evaluation for Learned Sparse Representations. ACM Trans. Inf. Syst. 41(4): 96:1-96:28 (2023) - Qing Meng
, Hui Yan
, Bo Liu
, Xiangguo Sun
, Mingrui Hu
, Jiuxin Cao
:
Recognize News Transition from Collective Behavior for News Recommendation. ACM Trans. Inf. Syst. 41(4): 93:1-93:30 (2023) - Alejandro Moreo
, Andrea Pedrotti
, Fabrizio Sebastiani
:
Generalized Funnelling: Ensemble Learning and Heterogeneous Document Embeddings for Cross-Lingual Text Classification. ACM Trans. Inf. Syst. 41(2): 36:1-36:37 (2023) - Thanh Toan Nguyen, Nguyen Duc Khang Quach, Thanh Tam Nguyen, Thanh Trung Huynh, Viet Hung Vu, Phi Le Nguyen, Jun Jo, Quoc Viet Hung Nguyen:
Poisoning GNN-based Recommender Systems with Generative Surrogate-based Attacks. ACM Trans. Inf. Syst. 41(3): 58:1-58:24 (2023)