Weizhi Ma

29 papers at tracked venues · 21 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

SIGIR ×7 WWW ×5 ACL ×4 EMNLP ×3 RecSys ×3 ACM MM ×2 CIKM ×2 SIGKDD ×2 AAAI ×1

Frequent coauthors

Min Zhang

×18

Peijie Sun

×8

Zhiqiang Guo

×7

Jiayin Wang

×6

Yang Liu

×5

Jiayu Li

×5

Shaoping Ma

×5

Weitao Li

×4

Junkai Li

×3

Hanyu Li

×3

Heng Er Metilda Chee

×3

Yuanqing Yu

×3

Papers

Beyond "I Don't Know": Evaluating LLM Self-Awareness in Discriminating Data and Model Uncertainty
ACL 2026 ·
Jingyi Ren
,
Ante Wang
,
Yunghwei Lai
,
Xiaolong Wang
,
Linlu Gong
,
Weitao Li
, Weizhi Ma,
Yang Liu
TheraAgent: Self-Improving Therapeutic Agent for Precise and Comprehensive Treatment Planning
ACL 2026 ·
Junkai Li
,
Yunghwei Lai
,
Tianyi Zhu
,
Zheng Long Lee
, Weizhi Ma,
Yang Liu
UR² : Unify RAG and Reasoning through Reinforcement Learning
ACL 2026 ·
Weitao Li
,
Boran Xiang
,
Xiaolong Wang
,
Jingyi Ren
,
Ante Wang
,
Zhinan Gou
, Weizhi Ma,
Yang Liu
Beyond Utility: Evaluating LLM as Recommender
WWW 2025 ·
Chumeng Jiang
,
Jiayin Wang
, Weizhi Ma,
Charles L. A. Clarke
,
Shuai Wang
,
Chuhan Wu
,
Min Zhang
CD-CDR: Conditional Diffusion-based Item Generation for Cross-Domain Recommendation
SIGIR 2025 ·
Hanyu Li
,
Jiayu Li
, Weizhi Ma,
Peijie Sun
,
Haiyang Wu
,
Jingwen Wang
,
Yuekui Yang
,
Min Zhang
,
Shaoping Ma
Efficient Dynamic Clustering-Based Document Compression for Retrieval-Augmented-Generation
EMNLP 2025 ·
Weitao Li
,
Xiangyu Zhang
,
Kaiming Liu
,
Xuanyu Lei
, Weizhi Ma,
Yang Liu
Explainable Multi-Modality Alignment for Transferable Recommendation
WWW 2025 ·
Shenghao Yang
, Weizhi Ma,
Zhiqiang Guo
,
Min Zhang
,
Haiyang Wu
,
Junjie Zhai
,
Chunhui Zhang
,
Yuekui Yang
How Far Can LLMs Improve from Experience? Measuring Test-Time Learning Ability in LLMs with Human Comparison
EMNLP 2025 ·
Jiayin Wang
,
Zhiqiang Guo
, Weizhi Ma,
Min Zhang
Improving Long-tail User CTR Prediction via Hierarchical Distribution Alignment
SIGKDD 2025 ·
Yifan Wang
, Weizhi Ma,
Min Zhang
,
Xiaoxiao Xu
,
Zhiqiang Liu
,
Shaoping Ma
PerSRV: Personalized Sticker Retrieval with Vision-Language Model
WWW 2025 ·
Heng Er Metilda Chee
,
Jiayin Wang
,
Zhiqiang Guo
, Weizhi Ma,
Min Zhang
Short Video Segment-level User Dynamic Interests Modeling in Personalized Recommendation
SIGIR 2025 ·
Zhiyu He
,
Zhixin Ling
,
Jiayu Li
,
Zhiqiang Guo
, Weizhi Ma,
Xinchen Luo
,
Min Zhang
,
Guorui Zhou
Small Stickers, Big Meanings: A Multilingual Sticker Semantic Understanding Dataset with a Gamified Approach
ACM MM 2025 ·
Heng Er Metilda Chee
,
Jiayin Wang
,
Zhiqiang Guo
, Weizhi Ma,
Min Zhang
StepTool: Enhancing Multi-Step Tool Usage in LLMs via Step-Grained Reinforcement Learning
CIKM 2025 ·
Yuanqing Yu
,
Zhefan Wang
, Weizhi Ma,
Shuai Wang
,
Chuhan Wu
,
Zhiqiang Guo
,
Min Zhang
U-Sticker: A Large-Scale Multi-Domain User Sticker Dataset for Retrieval and Personalization
SIGIR 2025 ·
Heng Er Metilda Chee
,
Jiayin Wang
,
Zhiqiang Guo
, Weizhi Ma,
Qinglang Guo
,
Min Zhang
WWW 2025 Workshop Chairs' Welcome
WWW 2025 ·
Piotr Koniusz
, Weizhi Ma
Why Generate When You Can Transform? Unleashing Generative Attention for Dynamic Recommendation
ACM MM 2025 ·
Yuli Liu
,
Wenjun Kong
, Weizhi Ma,
Cheng Luo
A User-Centric Multi-Intent Benchmark for Evaluating Large Language Models
EMNLP 2024 ·
Jiayin Wang
,
Fengran Mo
, Weizhi Ma,
Peijie Sun
,
Min Zhang
,
Jian-Yun Nie
Aiming at the Target: Filter Collaborative Information for Cross-Domain Recommendation
SIGIR 2024 ·
Hanyu Li
, Weizhi Ma,
Peijie Sun
,
Jiayu Li
,
Cunxiang Yin
,
Yancheng He
,
Guoqiang Xu
,
Min Zhang
,
Shaoping Ma
Aligning Explanations for Recommendation with Rating and Feature via Maximizing Mutual Information
CIKM 2024 ·
Yurou Zhao
,
Yiding Sun
,
Ruidong Han
,
Fei Jiang
,
Lu Guan
,
Xiang Li
,
Wei Lin
, Weizhi Ma,
Jiaxin Mao
Citation-Enhanced Generation for LLM-based Chatbots
ACL 2024 ·
Weitao Li
,
Junkai Li
, Weizhi Ma,
Yang Liu
EasyRL4Rec: An Easy-to-use Library for Reinforcement Learning Based Recommender Systems
SIGIR 2024 ·
Yuanqing Yu
,
Chongming Gao
,
Jiawei Chen
,
Heng Tang
,
Yuefeng Sun
,
Qian Chen
, Weizhi Ma,
Min Zhang
Intersectional Two-sided Fairness in Recommendation
WWW 2024 ·
Yifan Wang
,
Peijie Sun
, Weizhi Ma,
Min Zhang
,
Yuan Zhang
,
Peng Jiang
,
Shaoping Ma
Jointly Modeling Spatio-Temporal Features of Tactile Signals for Action Classification
AAAI 2024 ·
Jimmy Lin
,
Junkai Li
,
Jiasi Gao
, Weizhi Ma,
Yang Liu
Large Language Models as Evaluators for Recommendation Explanations
RecSys 2024 ·
Xiaoyu Zhang
,
Yishan Li
,
Jiayin Wang
,
Bowen Sun
, Weizhi Ma,
Peijie Sun
,
Min Zhang
MACRec: A Multi-Agent Collaboration Framework for Recommendation
SIGIR 2024 ·
Zhefan Wang
,
Yuanqing Yu
,
Wendi Zheng
, Weizhi Ma,
Min Zhang
ReChorus2.0: A Modular and Task-Flexible Recommendation Library
RecSys 2024 ·
Jiayu Li
,
Hanyu Li
,
Zhiyu He
, Weizhi Ma,
Peijie Sun
,
Min Zhang
,
Shaoping Ma
Right Tool, Right Job: Recommendation for Repeat and Exploration Consumption in Food Delivery
RecSys 2024 ·
Jiayu Li
,
Aixin Sun
, Weizhi Ma,
Peijie Sun
,
Min Zhang
Sequential Recommendation with Latent Relations based on Large Language Model
SIGIR 2024 ·
Shenghao Yang
, Weizhi Ma,
Peijie Sun
,
Qingyao Ai
,
Yiqun Liu
,
Mingchen Cai
,
Min Zhang
Unifying Graph Convolution and Contrastive Learning in Collaborative Filtering
SIGKDD 2024 ·
Yihong Wu
,
Le Zhang
,
Fengran Mo
,
Tianyu Zhu
, Weizhi Ma,
Jian-Yun Nie