Weizhi Ma

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 96

Top Topics

Recommender Systems

Top Venues

ACM Trans. Inf. Syst.

Publications

Jimmy Lin, Junkai Li, Jiasi Gao, Weizhi Ma, Yang Liu
Jointly Modeling Spatio-Temporal Features of Tactile Signals for Action Classification. AAAI (2024)
Weitao Li, Junkai Li, Weizhi Ma, Yang Liu
Citation-Enhanced Generation for LLM-based Chatbots. ACL (1) (2024)
Jiayin Wang, Fengran Mo, Weizhi Ma, Peijie Sun, Min Zhang, Jian-Yun Nie
A User-Centric Benchmark for Evaluating Large Language Models. CoRR (2024)
Jiayu Li, Hanyu Li, Zhiyu He, Weizhi Ma, Peijie Sun, Min Zhang, Shaoping Ma
ReChorus2.0: A Modular and Task-Flexible Recommendation Library. CoRR (2024)
Weitao Li, Junkai Li, Weizhi Ma, Yang Liu
Citation-Enhanced Generation for LLM-based Chatbots. CoRR (2024)
Shenghao Yang, Weizhi Ma, Peijie Sun, Min Zhang, Qingyao Ai, Yiqun Liu, Mingchen Cai
Common Sense Enhanced Knowledge-based Recommendation with Large Language Model. CoRR (2024)
Yifan Wang, Peijie Sun, Weizhi Ma, Min Zhang, Yuan Zhang, Peng Jiang, Shaoping Ma
Intersectional Two-sided Fairness in Recommendation. CoRR (2024)
Zhefan Wang, Yuanqing Yu, Wendi Zheng, Weizhi Ma, Min Zhang
Multi-Agent Collaboration Framework for Recommender Systems. CoRR (2024)
Xiaoyu Zhang, Yishan Li, Jiayin Wang, Bowen Sun, Weizhi Ma, Peijie Sun, Min Zhang
Large Language Models as Evaluators for Recommendation Explanations. CoRR (2024)
Vadim Grigorev, Jiayu Li, Weizhi Ma, Zhiyu He, Min Zhang, Yiqun Liu, Ming Yan, Ji Zhang
SiTunes: A Situational Music Recommendation Dataset with Physiological and Psychological Signals. CHIIR (2024)
Shenghao Yang, Weizhi Ma, Peijie Sun, Qingyao Ai, Yiqun Liu, Mingchen Cai, Min Zhang
Sequential Recommendation with Latent Relations based on Large Language Model. CoRR (2024)
Yuanqing Yu, Chongming Gao, Jiawei Chen, Heng Tang, Yuefeng Sun, Qian Chen, Weizhi Ma, Min Zhang
EasyRL4Rec: An Easy-to-use Library for Reinforcement Learning Based Recommender Systems. SIGIR (2024)
Zhefan Wang, Weizhi Ma, Min Zhang
To Recommend or Not: Recommendability Identification in Conversations with Pre-trained Language Models. CoRR (2024)
Yihong Wu, Le Zhang, Fengran Mo, Tianyu Zhu, Weizhi Ma, Jian-Yun Nie
Unifying Graph Convolution and Contrastive Learning in Collaborative Filtering. CoRR (2024)
Weizhi Ma, Yujia Zheng, Tianhao Li, Zhengping Li, Ying Li, Lijun Wang
A comprehensive review of deep learning in EEG-based emotion recognition: classifications, trends, and practical implications. PeerJ Comput. Sci. 10 (2024)
Shenghao Yang, Weizhi Ma, Peijie Sun, Qingyao Ai, Yiqun Liu, Mingchen Cai, Min Zhang
Sequential Recommendation with Latent Relations based on Large Language Model. SIGIR (2024)
Yihong Wu, Le Zhang, Fengran Mo, Tianyu Zhu, Weizhi Ma, Jian-Yun Nie
Unifying Graph Convolution and Contrastive Learning in Collaborative Filtering. KDD (2024)
Hanyu Li, Weizhi Ma, Peijie Sun, Jiayu Li, Cunxiang Yin, Yancheng He, Guoqiang Xu, Min Zhang, Shaoping Ma
Aiming at the Target: Filter Collaborative Information for Cross-Domain Recommendation. SIGIR (2024)
Jiayu Li, Peijie Sun, Chumeng Jiang, Weizhi Ma, Qingyao Ai, Min Zhang
A Situation-aware Enhancer for Personalized Recommendation. CoRR (2024)
Junkai Li, Siyu Wang, Meng Zhang, Weitao Li, Yunghwei Lai, Xinhui Kang, Weizhi Ma, Yang Liu
Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents. CoRR (2024)
Jimmy Lin, Junkai Li, Jiasi Gao, Weizhi Ma, Yang Liu
Jointly Modeling Spatio-Temporal Features of Tactile Signals for Action Classification. CoRR (2024)
Zhefan Wang, Yuanqing Yu, Wendi Zheng, Weizhi Ma, Min Zhang
MACRec: A Multi-Agent Collaboration Framework for Recommendation. SIGIR (2024)
Yuanqing Yu, Chongming Gao, Jiawei Chen, Heng Tang, Yuefeng Sun, Qian Chen, Weizhi Ma, Min Zhang
EasyRL4Rec: A User-Friendly Code Library for Reinforcement Learning Based Recommender Systems. CoRR (2024)
Yifan Wang, Peijie Sun, Weizhi Ma, Min Zhang, Yuan Zhang, Peng Jiang, Shaoping Ma
Intersectional Two-sided Fairness in Recommendation. WWW (2024)
Jiayu Li, Aixin Sun, Weizhi Ma, Peijie Sun, Min Zhang
Recommender for Its Purpose: Repeat and Exploration in Food Delivery Recommendations. CoRR (2024)
Zhiyu He, Jiayu Li, Weizhi Ma, Min Zhang, Yiqun Liu, Shaoping Ma
Introducing EEG Analyses to Help Personal Music Preference Prediction. CoRR (2024)
Jiayin Wang, Weizhi Ma, Peijie Sun, Min Zhang, Jian-Yun Nie
Understanding User Experience in Large Language Model Interactions. CoRR (2024)
Hanyu Li, Weizhi Ma, Peijie Sun, Jiayu Li, Cunxiang Yin, Yancheng He, Guoqiang Xu, Min Zhang, Shaoping Ma
Aiming at the Target: Filter Collaborative Information for Cross-Domain Recommendation. CoRR (2024)
Shenghao Yang, Chenyang Wang, Yankai Liu, Kangping Xu, Weizhi Ma, Yiqun Liu, Min Zhang, Haitao Zeng, Junlan Feng, Chao Deng
Collaborative Word-based Pre-trained Item Representation for Transferable Recommendation. ICDM (2023)
Tianhao Li, Yujia Zheng, Haoan Zhang, Weizhi Ma, Ying Li
Research on Real-time Early Warning Mechanism of Aviation Safety Based on Finite State Machine Underlying in QAR Stream Data. BDIOT (2023)
Yangkun Li, Weizhi Ma, Chong Chen, Min Zhang, Yiqun Liu, Shaoping Ma, Yuekui Yang
A Survey on Dropout Methods and Experimental Verification in Recommendation. IEEE Trans. Knowl. Data Eng. 35 (7) (2023)
Qingyao Ai, Ting Bai, Zhao Cao, Yi Chang, Jiawei Chen, Zhumin Chen, Zhiyong Cheng, Shoubin Dong, Zhicheng Dou, Fuli Feng, Shen Gao, Jiafeng Guo, Xiangnan He, Yanyan Lan, Chenliang Li, Yiqun Liu, Ziyu Lyu, Weizhi Ma, Jun Ma, Zhaochun Ren, Pengjie Ren, Zhiqiang Wang, Mingwen Wang, Ji-Rong Wen, Le Wu, Xin Xin, Jun Xu, Dawei Yin, Peng Zhang, Fan Zhang, Weinan Zhang, Min Zhang, Xiaofei Zhu
Information Retrieval Meets Large Language Models: A Strategic Report from Chinese IR Community. CoRR (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) (2023)
Qingyao Ai, Ting Bai, Zhao Cao, Yi Chang, Jiawei Chen, Zhumin Chen, Zhiyong Cheng, Shoubin Dong, Zhicheng Dou, Fuli Feng, Shen Gao, Jiafeng Guo, Xiangnan He, Yanyan Lan, Chenliang Li, Yiqun Liu, Ziyu Lyu, Weizhi Ma, Jun Ma, Zhaochun Ren, Pengjie Ren, Zhiqiang Wang, Mingwen Wang, Ji-Rong Wen, Le Wu, Xin Xin, Jun Xu, Dawei Yin, Peng Zhang, Fan Zhang, Weinan Zhang, Min Zhang, Xiaofei Zhu
Information Retrieval meets Large Language Models: A strategic report from Chinese IR community. AI Open 4 (2023)
Junqi Zhang, Yiqun Liu, Jiaxin Mao, Weizhi Ma, Jiazheng Xu, Shaoping Ma, Qi Tian
User Behavior Simulation for Search Result Re-ranking. ACM Trans. Inf. Syst. 41 (1) (2023)
Chenyang Wang, Weizhi Ma, Chong Chen, Min Zhang, Yiqun Liu, Shaoping Ma
Sequential Recommendation with Multiple Contrast Signals. ACM Trans. Inf. Syst. 41 (1) (2023)
Jiayin Wang, Weizhi Ma, Chumeng Jiang, Min Zhang, Yuan Zhang, Biao Li, Peng Jiang
Measuring Item Global Residual Value for Fair Recommendation. SIGIR (2023)
Shenghao Yang, Chenyang Wang, Yankai Liu, Kangping Xu, Weizhi Ma, Yiqun Liu, Min Zhang, Haitao Zeng, Junlan Feng, Chao Deng
Collaborative Word-based Pre-trained Item Representation for Transferable Recommendation. CoRR (2023)
Jiayin Wang, Weizhi Ma, Chumeng Jiang, Min Zhang, Yuan Zhang, Biao Li, Peng Jiang
Measuring Item Global Residual Value for Fair Recommendation. CoRR (2023)
Yifan Wang, Weizhi Ma, Min Zhang, Yiqun Liu, Shaoping Ma
A Survey on the Fairness of Recommender Systems. ACM Trans. Inf. Syst. 41 (3) (2023)
Chenyang Wang, Yankai Liu, Yuanqing Yu, Weizhi Ma, Min Zhang, Yiqun Liu, Haitao Zeng, Junlan Feng, Chao Deng
Two-sided Calibration for Quality-aware Responsible Recommendation. RecSys (2023)
Chong Chen, Weizhi Ma, Min Zhang, Chenyang Wang, Yiqun Liu, Shaoping Ma
Revisiting Negative Sampling vs. Non-sampling in Implicit Recommendation. ACM Trans. Inf. Syst. 41 (1) (2023)
Jiayu Li, Peijie Sun, Zhefan Wang, Weizhi Ma, Yangkun Li, Min Zhang, Zhoutian Feng, Daiyue Xue
Intent-aware Ranking Ensemble for Personalized Recommendation. SIGIR (2023)
Jiayu Li, Peijie Sun, Zhefan Wang, Weizhi Ma, Yangkun Li, Min Zhang, Zhoutian Feng, Daiyue Xue
Intent-aware Ranking Ensemble for Personalized Recommendation. CoRR (2023)
Jiayin Wang, Weizhi Ma, Jiayu Li, Hongyu Lu, Min Zhang, Biao Li, Yiqun Liu, Peng Jiang, Shaoping Ma
Make Fairness More Fair: Fair Item Utility Estimation and Exposure Re-Distribution. KDD (2022)
Xiangsheng Li, Jiaxin Mao, Weizhi Ma, Zhijing Wu, Yiqun Liu, Min Zhang, Shaoping Ma, Zhaowei Wang, Xiuqiang He
A Cooperative Neural Information Retrieval Pipeline with Knowledge Enhanced Automatic Query Reformulation. WSDM (2022)
Yangkun Li, Mohamed-Laid Hedia, Weizhi Ma, Hongyu Lu, Min Zhang, Yiqun Liu, Shaoping Ma
Contextualized Fairness for Recommender Systems in Premium Scenarios. Big Data Res. 27 (2022)
Jun Yang, Weizhi Ma, Min Zhang, Xin Zhou, Yiqun Liu, Shaoping Ma
LegalGNN: Legal Information Enhanced Graph Neural Network for Recommendation. ACM Trans. Inf. Syst. 40 (2) (2022)
Chenyang Wang, Yuanqing Yu, Weizhi Ma, Min Zhang, Chong Chen, Yiqun Liu, Shaoping Ma
Towards Representation Alignment and Uniformity in Collaborative Filtering. CoRR (2022)
Yuancheng Sun, Yimeng Chen, Weizhi Ma, Wenhao Huang, Kang Liu, Zhiming Ma, Wei-Ying Ma, Yanyan Lan
PEMP: Leveraging Physics Properties to Enhance Molecular Property Prediction. CoRR (2022)
Yuancheng Sun, Yimeng Chen, Weizhi Ma, Wenhao Huang, Kang Liu, Zhiming Ma, Wei-Ying Ma, Yanyan Lan
PEMP: Leveraging Physics Properties to Enhance Molecular Property Prediction. CIKM (2022)
Yifan Wang, Weizhi Ma, Min Zhang, Yiqun Liu, Shaoping Ma
A Survey on the Fairness of Recommender Systems. CoRR (2022)
Chenyang Wang, Yuanqing Yu, Weizhi Ma, Min Zhang, Chong Chen, Yiqun Liu, Shaoping Ma
Towards Representation Alignment and Uniformity in Collaborative Filtering. KDD (2022)
Yangkun Li, Weizhi Ma, Chong Chen, Min Zhang, Yiqun Liu, Shaoping Ma, Yuekui Yang
A Survey on Dropout Methods and Experimental Verification in Recommendation. CoRR (2022)
Mingze Sun, Weizhi Ma, Yang Liu
Global and Local Feature Interaction with Vision Transformer for Few-shot Image Classification. CIKM (2022)
Chenyang Wang, Zhefan Wang, Yankai Liu, Yang Ge, Weizhi Ma, Min Zhang, Yiqun Liu, Junlan Feng, Chao Deng, Shaoping Ma
Target Interest Distillation for Multi-Interest Recommendation. CIKM (2022)
Jiayu Li, Hongyu Lu, Chenyang Wang, Weizhi Ma, Min Zhang, Xiangyu Zhao, Wei Qi, Yiqun Liu, Shaoping Ma
A Difficulty-Aware Framework for Churn Prediction and Intervention in Games. KDD (2021)
Hanyu Li, Hongyu Lu, Songhao Huang, Weizhi Ma, Min Zhang, Yiqun Liu, Shaoping Ma
Privacy-Aware Remote Information Retrieval User Experiments Logging Tool. SIGIR (2021)
Jia Chen, Yiqun Liu, Jiaxin Mao, Fan Zhang, Tetsuya Sakai, Weizhi Ma, Min Zhang, Shaoping Ma
Incorporating Query Reformulating Behavior into Web Search Evaluation. CIKM (2021)
Xiangsheng Li, Jiaxin Mao, Weizhi Ma, Yiqun Liu, Min Zhang, Shaoping Ma, Zhaowei Wang, Xiuqiang He
Topic-enhanced knowledge-aware retrieval model for diverse relevance estimation. WWW (2021)
Bin Hao, Min Zhang, Cheng Guo, Weizhi Ma, Yiqun Liu, Shaoping Ma
Diversify or Not: Dynamic Diversification for Personalized Recommendation. PAKDD (2) (2021)
Jiayu Li, Weizhi Ma, Min Zhang, Pengyu Wang, Yiqun Liu, Shaoping Ma
Know Yourself: Physical and Psychological Self-Awareness With Lifelog. Frontiers Digit. Health 3 (2021)
Yingwai Shiu, Weizhi Ma, Min Zhang, Yiqun Liu, Shaoping Ma
Modelling Dynamic Item Complementarity with Graph Neural Network for Recommendation. CCIR (2021)
Jia Chen, Jiaxin Mao, Yiqun Liu, Ziyi Ye, Weizhi Ma, Chao Wang, Min Zhang, Shaoping Ma
A Hybrid Framework for Session Context Modeling. ACM Trans. Inf. Syst. 39 (3) (2021)
Chong Chen, Weizhi Ma, Min Zhang, Zhaowei Wang, Xiuqiang He, Chenyang Wang, Yiqun Liu, Shaoping Ma
Graph Heterogeneous Multi-Relational Recommendation. AAAI (2021)
Shaoyun Shi, Weizhi Ma, Zhen Wang, Min Zhang, Kun Fang, Jingfang Xu, Yiqun Liu, Shaoping Ma
WG4Rec: Modeling Textual Content with Word Graph for News Recommendation. CIKM (2021)
Bin Hao, Min Zhang, Weizhi Ma, Shaoyun Shi, Xinxing Yu, Houzhi Shan, Yiqun Liu, Shaoping Ma
A Large-Scale Rich Context Query and Recommendation Dataset in Online Knowledge-Sharing. CoRR (2021)
Chenyang Wang, Weizhi Ma, Min Zhang, Chuancheng Lv, Fengyuan Wan, Huijie Lin, Taoran Tang, Yiqun Liu, Shaoping Ma
Temporal Cross-Effects in Knowledge Tracing. WSDM (2021)
Hongyu Lu, Weizhi Ma, Min Zhang, Maarten de Rijke, Yiqun Liu, Shaoping Ma
Standing in Your Shoes: External Assessments for Personalized Recommender Systems. SIGIR (2021)
Chenyang Wang, Weizhi Ma, Min Zhang, Chong Chen, Yiqun Liu, Shaoping Ma
Toward Dynamic User Intention: Temporal Evolutionary Effects of Item Relations in Sequential Recommendation. ACM Trans. Inf. Syst. 39 (2) (2021)
Xiangsheng Li, Maarten de Rijke, Yiqun Liu, Jiaxin Mao, Weizhi Ma, Min Zhang, Shaoping Ma
Investigating Session Search Behavior with Knowledge Graphs. SIGIR (2021)
Zhen Wang, Weizhi Ma, Min Zhang, Weipeng Chen, Jingfang Xu, Yiqun Liu, Shaoping Ma
Incorporating Knowledge and Content Information to Boost News Recommendation. NLPCC (1) (2020)
Fan Zhang, Jiaxin Mao, Yiqun Liu, Xiaohui Xie, Weizhi Ma, Min Zhang, Shaoping Ma
Models Versus Satisfaction: Towards a Better Understanding of Evaluation Metrics. SIGIR (2020)
Fan Zhang, Jiaxin Mao, Yiqun Liu, Weizhi Ma, Min Zhang, Shaoping Ma
Cascade or Recency: Constructing Better Evaluation Metrics for Session Search. SIGIR (2020)
Yunqiu Shao, Jiaxin Mao, Yiqun Liu, Weizhi Ma, Ken Satoh, Min Zhang, Shaoping Ma
BERT-PLI: Modeling Paragraph-Level Interactions for Legal Case Retrieval. IJCAI (2020)
Jiayu Li, Min Zhang, Weizhi Ma, Yiqun Liu, Shaoping Ma
A Multi-level Interactive Lifelog Search Engine with User Feedback. LSC@ICMR (2020)
Chong Chen, Min Zhang, Yongfeng Zhang, Weizhi Ma, Yiqun Liu, Shaoping Ma
Efficient Heterogeneous Collaborative Filtering without Negative Sampling for Recommendation. AAAI (2020)
Shaoyun Shi, Weizhi Ma, Min Zhang, Yongfeng Zhang, Xinxing Yu, Houzhi Shan, Yiqun Liu, Shaoping Ma
Beyond User Embedding Matrix: Learning to Hash for Modeling Large-Scale Users in Recommendation. SIGIR (2020)
Bin Hao, Min Zhang, Weizhi Ma, Shaoyun Shi, Xinxing Yu, Houzhi Shan, Yiqun Liu, Shaoping Ma
Negative Feedback Aware Hybrid Sequential Neural Recommendation Model. NLPCC (2) (2020)
Chenyang Wang, Min Zhang, Weizhi Ma, Yiqun Liu, Shaoping Ma
Make It a Chorus: Knowledge- and Time-aware Item Modeling for Sequential Recommendation. SIGIR (2020)
Chong Chen, Min Zhang, Weizhi Ma, Yiqun Liu, Shaoping Ma
Efficient Non-Sampling Factorization Machines for Optimal Context-Aware Recommendation. WWW (2020)
Xiangsheng Li, Maarten de Rijke, Yiqun Liu, Jiaxin Mao, Weizhi Ma, Min Zhang, Shaoping Ma
Learning Better Representations for Neural Information Retrieval with Graph Information. CIKM (2020)
Shaoyun Shi, Hanxiong Chen, Weizhi Ma, Jiaxin Mao, Min Zhang, Yongfeng Zhang
Neural Logic Reasoning. CoRR (2020)
Chong Chen, Min Zhang, Weizhi Ma, Yiqun Liu, Shaoping Ma
Jointly Non-Sampling Learning for Knowledge Graph Enhanced Recommendation. SIGIR (2020)
Shaoyun Shi, Hanxiong Chen, Weizhi Ma, Jiaxin Mao, Min Zhang, Yongfeng Zhang
Neural Logic Reasoning. CIKM (2020)
Chenyang Wang, Min Zhang, Weizhi Ma, Yiqun Liu, Shaoping Ma
Modeling Item-Specific Temporal Dynamics of Repeat Consumption for Recommender Systems. WWW (2019)
Weizhi Ma, Min Zhang, Yue Cao, Woojeong Jin, Chenyang Wang, Yiqun Liu, Shaoping Ma, Xiang Ren
Jointly Learning Explainable Rules for Recommendation with Knowledge Graph. CoRR (2019)
Hongyu Lu, Min Zhang, Weizhi Ma, Yunqiu Shao, Yiqun Liu, Shaoping Ma
Quality Effects on User Preferences and Behaviorsin Mobile News Streaming. WWW (2019)
Weizhi Ma, Min Zhang, Yue Cao, Woojeong Jin, Chenyang Wang, Yiqun Liu, Shaoping Ma, Xiang Ren
Jointly Learning Explainable Rules for Recommendation with Knowledge Graph. WWW (2019)
Chong Chen, Min Zhang, Chenyang Wang, Weizhi Ma, Minming Li, Yiqun Liu, Shaoping Ma
An Efficient Adaptive Transfer Neural Network for Social-aware Recommendation. SIGIR (2019)
Hongyu Lu, Min Zhang, Weizhi Ma, Ce Wang, Feng Xia, Yiqun Liu, Leyu Lin, Shaoping Ma
Effects of User Negative Experience in Mobile News Streaming. SIGIR (2019)
Weizhi Ma, Zhen Wang, Min Zhang, Jing Qian, Huanbo Luan, Yiqun Liu, Shaoping Ma
Stance Influences Your Thoughts: Psychology-Inspired Social Media Analytics. NLPCC (1) (2019)
Weizhi Ma, Min Zhang, Chenyang Wang, Cheng Luo, Yiqun Liu, Shaoping Ma
Your Tweets Reveal What You Like: Introducing Cross-media Content Information into Multi-domain Recommendation. IJCAI (2018)
Bin Liu, Min Zhang, Weizhi Ma, Xin Li, Yiqun Liu, Shaoping Ma
A Two-step Information Accumulation Strategy for Learning from Highly Imbalanced Data. CIKM (2017)
Weizhi Ma, Min Zhang, Yiqun Liu, Shaoping Ma
Multi-Grained Role Labeling Based on Multi-Modality Information for Real Customer Service Telephone Conversation. IJCAI (2016)
Bin Hao, Min Zhang, Weizhi Ma, Jiashen Sun, Yiqun Liu, Shaoping Ma, Xuan Zhu, Hengliang Luo
Finding the True Crowds: User Filtering in Microblogs. NLPCC/ICCPOL (2016)
Weizhi Ma, Min Zhang, Yiqun Liu, Shaoping Ma, Lingfeng Chen
Beyond Your Interests: Exploring the Information Behind User Tags. NLPCC (2015)