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Weizhi Ma

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

69

Venues

14

Active years

2016–2026

Best venue rank

A*

Where they publish

Papers

69 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLTheraAgent: Self-Improving Therapeutic Agent for Precise and Comprehensive Treatment Planning.Junkai Li, Yunghwei Lai, Tianyi Zhu, Zheng Long Lee, Weizhi Ma, Yang Liu
2026ACLUR² : Unify RAG and Reasoning through Reinforcement Learning.Weitao Li, Boran Xiang, Xiaolong Wang, Jingyi Ren, Ante Wang, Zhinan Gou, Weizhi Ma, Yang Liu
2026ACLBeyond "I Don't Know": Evaluating LLM Self-Awareness in Discriminating Data and Model Uncertainty.Jingyi Ren, Ante Wang, Yunghwei Lai, Xiaolong Wang, Linlu Gong, Weitao Li, Weizhi Ma, Yang Liu
2025CIKMStepTool: Enhancing Multi-Step Tool Usage in LLMs via Step-Grained Reinforcement Learning.Yuanqing Yu, Zhefan Wang, Weizhi Ma, Shuai Wang, Chuhan Wu, Zhiqiang Guo, Min Zhang
2025EMNLPEfficient Dynamic Clustering-Based Document Compression for Retrieval-Augmented-Generation.Weitao Li, Xiangyu Zhang, Kaiming Liu, Xuanyu Lei, Weizhi Ma, Yang Liu
2025EMNLPHow Far Can LLMs Improve from Experience? Measuring Test-Time Learning Ability in LLMs with Human Comparison.Jiayin Wang, Zhiqiang Guo, Weizhi Ma, Min Zhang
2025KDDImproving Long-tail User CTR Prediction via Hierarchical Distribution Alignment.Yifan Wang, Weizhi Ma, Min Zhang, Xiaoxiao Xu, Zhiqiang Liu, Shaoping Ma
2025WWWExplainable Multi-Modality Alignment for Transferable Recommendation.Shenghao Yang, Weizhi Ma, Zhiqiang Guo, Min Zhang, Haiyang Wu, Junjie Zhai, Chunhui Zhang, Yuekui Yang
2025WWWPerSRV: Personalized Sticker Retrieval with Vision-Language Model.Heng Er Metilda Chee, Jiayin Wang, Zhiqiang Guo, Weizhi Ma, Min Zhang
2025WWWBeyond Utility: Evaluating LLM as Recommender.Chumeng Jiang, Jiayin Wang, Weizhi Ma, Charles L. A. Clarke, Shuai Wang, Chuhan Wu, Min Zhang
2025WWWWWW 2025 Workshop Chairs' Welcome.Piotr Koniusz, Weizhi Ma
2025SIGIRU-Sticker: A Large-Scale Multi-Domain User Sticker Dataset for Retrieval and Personalization.Heng Er Metilda Chee, Jiayin Wang, Zhiqiang Guo, Weizhi Ma, Qinglang Guo, Min Zhang
2025SIGIRShort Video Segment-level User Dynamic Interests Modeling in Personalized Recommendation.Zhiyu He, Zhixin Ling, Jiayu Li, Zhiqiang Guo, Weizhi Ma, Xinchen Luo, Min Zhang, Guorui Zhou
2025SIGIRCD-CDR: Conditional Diffusion-based Item Generation for Cross-Domain Recommendation.Hanyu Li, Jiayu Li, Weizhi Ma, Peijie Sun, Haiyang Wu, Jingwen Wang, Yuekui Yang, Min Zhang, Shaoping Ma
2024AAAIJointly Modeling Spatio-Temporal Features of Tactile Signals for Action Classification.Jimmy Lin, Junkai Li, Jiasi Gao, Weizhi Ma, Yang Liu
2024ACLCitation-Enhanced Generation for LLM-based Chatbots.Weitao Li, Junkai Li, Weizhi Ma, Yang Liu
2024CHIIRSiTunes: A Situational Music Recommendation Dataset with Physiological and Psychological Signals.Vadim Grigorev, Jiayu Li, Weizhi Ma, Zhiyu He, Min Zhang, Yiqun Liu, Ming Yan, Ji Zhang
2024CIKMAligning Explanations for Recommendation with Rating and Feature via Maximizing Mutual Information.Yurou Zhao, Yiding Sun, Ruidong Han, Fei Jiang, Lu Guan, Xiang Li, Wei Lin, Weizhi Ma, Jiaxin Mao
2024DASFAAA Situation-aware Enhancer for Personalized Recommendation.Jiayu Li, Peijie Sun, Chumeng Jiang, Weizhi Ma, Qingyao Ai, Min Zhang
2024DASFAATo Recommend or Not: Recommendability Identification in Conversations with Pre-trained Language Models.Zhefan Wang, Weizhi Ma, Min Zhang
2024DASFAACommon Sense Enhanced Knowledge-based Recommendation with Large Language Model.Shenghao Yang, Weizhi Ma, Peijie Sun, Min Zhang, Qingyao Ai, Yiqun Liu, Mingchen Cai
2024EMNLPA User-Centric Multi-Intent Benchmark for Evaluating Large Language Models.Jiayin Wang, Fengran Mo, Weizhi Ma, Peijie Sun, Min Zhang, Jian-Yun Nie
2024KDDUnifying Graph Convolution and Contrastive Learning in Collaborative Filtering.Yihong Wu, Le Zhang, Fengran Mo, Tianyu Zhu, Weizhi Ma, Jian-Yun Nie
2024RecSysReChorus2.0: A Modular and Task-Flexible Recommendation Library.Jiayu Li, Hanyu Li, Zhiyu He, Weizhi Ma, Peijie Sun, Min Zhang, Shaoping Ma
2024RecSysRight Tool, Right Job: Recommendation for Repeat and Exploration Consumption in Food Delivery.Jiayu Li, Aixin Sun, Weizhi Ma, Peijie Sun, Min Zhang
2024RecSysLarge Language Models as Evaluators for Recommendation Explanations.Xiaoyu Zhang, Yishan Li, Jiayin Wang, Bowen Sun, Weizhi Ma, Peijie Sun, Min Zhang
2024WWWIntersectional Two-sided Fairness in Recommendation.Yifan Wang, Peijie Sun, Weizhi Ma, Min Zhang, Yuan Zhang, Peng Jiang, Shaoping Ma
2024SIGIRAiming at the Target: Filter Collaborative Information for Cross-Domain Recommendation.Hanyu Li, Weizhi Ma, Peijie Sun, Jiayu Li, Cunxiang Yin, Yancheng He, Guoqiang Xu, Min Zhang, Shaoping Ma
2024SIGIRMACRec: A Multi-Agent Collaboration Framework for Recommendation.Zhefan Wang, Yuanqing Yu, Wendi Zheng, Weizhi Ma, Min Zhang
2024SIGIRSequential Recommendation with Latent Relations based on Large Language Model.Shenghao Yang, Weizhi Ma, Peijie Sun, Qingyao Ai, Yiqun Liu, Mingchen Cai, Min Zhang
2024SIGIREasyRL4Rec: An Easy-to-use Library for Reinforcement Learning Based Recommender Systems.Yuanqing Yu, Chongming Gao, Jiawei Chen, Heng Tang, Yuefeng Sun, Qian Chen, Weizhi Ma, Min Zhang
2023ICDMCollaborative Word-based Pre-trained Item Representation for Transferable Recommendation.Shenghao Yang, Chenyang Wang, Yankai Liu, Kangping Xu, Weizhi Ma, Yiqun Liu, Min Zhang, Haitao Zeng, Junlan Feng, Chao Deng
2023RecSysTwo-sided Calibration for Quality-aware Responsible Recommendation.Chenyang Wang, Yankai Liu, Yuanqing Yu, Weizhi Ma, Min Zhang, Yiqun Liu, Haitao Zeng, Junlan Feng, Chao Deng
2023SIGIRIntent-aware Ranking Ensemble for Personalized Recommendation.Jiayu Li, Peijie Sun, Zhefan Wang, Weizhi Ma, Yangkun Li, Min Zhang, Zhoutian Feng, Daiyue Xue
2023SIGIRMeasuring Item Global Residual Value for Fair Recommendation.Jiayin Wang, Weizhi Ma, Chumeng Jiang, Min Zhang, Yuan Zhang, Biao Li, Peng Jiang
2022CIKMPEMP: Leveraging Physics Properties to Enhance Molecular Property Prediction.Yuancheng Sun, Yimeng Chen, Weizhi Ma, Wenhao Huang, Kang Liu, Zhiming Ma, Wei-Ying Ma, Yanyan Lan
2022CIKMGlobal and Local Feature Interaction with Vision Transformer for Few-shot Image Classification.Mingze Sun, Weizhi Ma, Yang Liu
2022CIKMTarget Interest Distillation for Multi-Interest Recommendation.Chenyang Wang, Zhefan Wang, Yankai Liu, Yang Ge, Weizhi Ma, Min Zhang, Yiqun Liu, Junlan Feng, Chao Deng, Shaoping Ma
2022KDDMake Fairness More Fair: Fair Item Utility Estimation and Exposure Re-Distribution.Jiayin Wang, Weizhi Ma, Jiayu Li, Hongyu Lu, Min Zhang, Biao Li, Yiqun Liu, Peng Jiang, Shaoping Ma
2022KDDTowards Representation Alignment and Uniformity in Collaborative Filtering.Chenyang Wang, Yuanqing Yu, Weizhi Ma, Min Zhang, Chong Chen, Yiqun Liu, Shaoping Ma
2022WSDMA Cooperative Neural Information Retrieval Pipeline with Knowledge Enhanced Automatic Query Reformulation.Xiangsheng Li, Jiaxin Mao, Weizhi Ma, Zhijing Wu, Yiqun Liu, Min Zhang, Shaoping Ma, Zhaowei Wang, Xiuqiang He
2021AAAIGraph Heterogeneous Multi-Relational Recommendation.Chong Chen, Weizhi Ma, Min Zhang, Zhaowei Wang, Xiuqiang He, Chenyang Wang, Yiqun Liu, Shaoping Ma
2021CIKMIncorporating Query Reformulating Behavior into Web Search Evaluation.Jia Chen, Yiqun Liu, Jiaxin Mao, Fan Zhang, Tetsuya Sakai, Weizhi Ma, Min Zhang, Shaoping Ma
2021CIKMWG4Rec: Modeling Textual Content with Word Graph for News Recommendation.Shaoyun Shi, Weizhi Ma, Zhen Wang, Min Zhang, Kun Fang, Jingfang Xu, Yiqun Liu, Shaoping Ma
2021KDDA Difficulty-Aware Framework for Churn Prediction and Intervention in Games.Jiayu Li, Hongyu Lu, Chenyang Wang, Weizhi Ma, Min Zhang, Xiangyu Zhao, Wei Qi, Yiqun Liu, Shaoping Ma
2021PAKDDDiversify or Not: Dynamic Diversification for Personalized Recommendation.Bin Hao, Min Zhang, Cheng Guo, Weizhi Ma, Yiqun Liu, Shaoping Ma
2021WWWTopic-enhanced knowledge-aware retrieval model for diverse relevance estimation.Xiangsheng Li, Jiaxin Mao, Weizhi Ma, Yiqun Liu, Min Zhang, Shaoping Ma, Zhaowei Wang, Xiuqiang He
2021SIGIRPrivacy-Aware Remote Information Retrieval User Experiments Logging Tool.Hanyu Li, Hongyu Lu, Songhao Huang, Weizhi Ma, Min Zhang, Yiqun Liu, Shaoping Ma
2021SIGIRInvestigating Session Search Behavior with Knowledge Graphs.Xiangsheng Li, Maarten de Rijke, Yiqun Liu, Jiaxin Mao, Weizhi Ma, Min Zhang, Shaoping Ma
2021SIGIRStanding in Your Shoes: External Assessments for Personalized Recommender Systems.Hongyu Lu, Weizhi Ma, Min Zhang, Maarten de Rijke, Yiqun Liu, Shaoping Ma
2021WSDMTemporal Cross-Effects in Knowledge Tracing.Chenyang Wang, Weizhi Ma, Min Zhang, Chuancheng Lv, Fengyuan Wan, Huijie Lin, Taoran Tang, Yiqun Liu, Shaoping Ma
2020AAAIEfficient Heterogeneous Collaborative Filtering without Negative Sampling for Recommendation.Chong Chen, Min Zhang, Yongfeng Zhang, Weizhi Ma, Yiqun Liu, Shaoping Ma
2020CIKMLearning Better Representations for Neural Information Retrieval with Graph Information.Xiangsheng Li, Maarten de Rijke, Yiqun Liu, Jiaxin Mao, Weizhi Ma, Min Zhang, Shaoping Ma
2020CIKMNeural Logic Reasoning.Shaoyun Shi, Hanxiong Chen, Weizhi Ma, Jiaxin Mao, Min Zhang, Yongfeng Zhang
2020IJCAIBERT-PLI: Modeling Paragraph-Level Interactions for Legal Case Retrieval.Yunqiu Shao, Jiaxin Mao, Yiqun Liu, Weizhi Ma, Ken Satoh, Min Zhang, Shaoping Ma
2020WWWEfficient Non-Sampling Factorization Machines for Optimal Context-Aware Recommendation.Chong Chen, Min Zhang, Weizhi Ma, Yiqun Liu, Shaoping Ma
2020SIGIRJointly Non-Sampling Learning for Knowledge Graph Enhanced Recommendation.Chong Chen, Min Zhang, Weizhi Ma, Yiqun Liu, Shaoping Ma
2020SIGIRBeyond User Embedding Matrix: Learning to Hash for Modeling Large-Scale Users in Recommendation.Shaoyun Shi, Weizhi Ma, Min Zhang, Yongfeng Zhang, Xinxing Yu, Houzhi Shan, Yiqun Liu, Shaoping Ma
2020SIGIRMake It a Chorus: Knowledge- and Time-aware Item Modeling for Sequential Recommendation.Chenyang Wang, Min Zhang, Weizhi Ma, Yiqun Liu, Shaoping Ma
2020SIGIRCascade or Recency: Constructing Better Evaluation Metrics for Session Search.Fan Zhang, Jiaxin Mao, Yiqun Liu, Weizhi Ma, Min Zhang, Shaoping Ma
2020SIGIRModels Versus Satisfaction: Towards a Better Understanding of Evaluation Metrics.Fan Zhang, Jiaxin Mao, Yiqun Liu, Xiaohui Xie, Weizhi Ma, Min Zhang, Shaoping Ma
2019WWWQuality Effects on User Preferences and Behaviorsin Mobile News Streaming.Hongyu Lu, Min Zhang, Weizhi Ma, Yunqiu Shao, Yiqun Liu, Shaoping Ma
2019WWWJointly Learning Explainable Rules for Recommendation with Knowledge Graph.Weizhi Ma, Min Zhang, Yue Cao, Woojeong Jin, Chenyang Wang, Yiqun Liu, Shaoping Ma, Xiang Ren
2019WWWModeling Item-Specific Temporal Dynamics of Repeat Consumption for Recommender Systems.Chenyang Wang, Min Zhang, Weizhi Ma, Yiqun Liu, Shaoping Ma
2019SIGIRAn Efficient Adaptive Transfer Neural Network for Social-aware Recommendation.Chong Chen, Min Zhang, Chenyang Wang, Weizhi Ma, Minming Li, Yiqun Liu, Shaoping Ma
2019SIGIREffects of User Negative Experience in Mobile News Streaming.Hongyu Lu, Min Zhang, Weizhi Ma, Ce Wang, Feng Xia, Yiqun Liu, Leyu Lin, Shaoping Ma
2018IJCAIYour Tweets Reveal What You Like: Introducing Cross-media Content Information into Multi-domain Recommendation.Weizhi Ma, Min Zhang, Chenyang Wang, Cheng Luo, Yiqun Liu, Shaoping Ma
2017CIKMA Two-step Information Accumulation Strategy for Learning from Highly Imbalanced Data.Bin Liu, Min Zhang, Weizhi Ma, Xin Li, Yiqun Liu, Shaoping Ma
2016IJCAIMulti-Grained Role Labeling Based on Multi-Modality Information for Real Customer Service Telephone Conversation.Weizhi Ma, Min Zhang, Yiqun Liu, Shaoping Ma