Robust Mapping Learning for Multi-view Multi-label Classification with Missing Labels. - Weijieying Ren; Lei Zhang 060; Bo Jiang 002; Zhefeng Wang; Guangming Guo; Guiquan Liu (KSEM, 2017)

Fair and Effective Policing for Neighborhood Safety: Understanding and Overcoming Selection Biases. - Weijieying Ren; Kunpeng Liu 001; Tianxiang Zhao 001; Yanjie Fu (Frontiers Big Data, 2021)

Mitigating Popularity Bias in Recommendation with Unbalanced Interactions: A Gradient Perspective. - Weijieying Ren; Lei Wang 185; Kunpeng Liu 001; Ruocheng Guo; Ee-Peng Lim; Yanjie Fu (ICDM, 2022)

Semi-supervised Drifted Stream Learning with Short Lookback. - Weijieying Ren; Pengyang Wang; Xiaolin Li; Charles E. Hughes; Yanjie Fu (KDD, 2022)

T-SaS: Toward Shift-aware Dynamic Adaptation for Streaming Data. - Weijieying Ren; Tianxiang Zhao 001; Wei Qin; Kunpeng Liu 001 (CIKM, 2023)

Read, Diagnose and Chat: Towards Explainable and Interactive LLMs-Augmented Depression Detection in Social Media. - Wei Qin; Zetong Chen; Lei Wang 185; Yunshi Lan; Weijieying Ren; Richang Hong (CoRR, 2023)

Graph Relation Aware Continual Learning. - Qinghua Shen; Weijieying Ren; Wei Qin (CoRR, 2023)

Inducing Clusters Deep Kernel Gaussian Process for Longitudinal Data. - Junjie Liang; Weijieying Ren; Hanifi Sahar; Vasant G. Honavar (AAAI, 2024)

Gradient-Aware Logit Adjustment Loss for Long-Tailed Classifier. - Fan Zhang; Wei Qin; Weijieying Ren; Lei Wang 185; Zetong Chen; Richang Hong (ICASSP, 2024)

TabLog: Test-Time Adaptation for Tabular Data Using Logic Rules. - Weijieying Ren; Xiaoting Li 001; Huiyuan Chen; Vineeth Rakesh; Zhuoyi Wang; Mahashweta Das; Vasant G. Honavar (ICML, 2024)

EsaCL: An Efficient Continual Learning Algorithm. - Weijieying Ren; Vasant G. Honavar (SDM, 2024)

EsaCL: Efficient Continual Learning of Sparse Models. - Weijieying Ren; Vasant G. Honavar (CoRR, 2024)

Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning. - Weijieying Ren; Xinlong Li; Lei Wang 185; Tianxiang Zhao 001; Wei Qin (CoRR, 2024)

RATT: A Thought Structure for Coherent and Correct LLM Reasoning. - Jinghan Zhang 002; Xiting Wang; Weijieying Ren; Lu Jiang 007; Dongjie Wang; Kunpeng Liu 001 (AAAI, 2025)

DiaLLMs: EHR-Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction. - Weijieying Ren; Tianxiang Zhao 001; Lei Wang 185; Tianchun Wang; Vasant G. Honavar (ACL (Findings), 2025)

Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning. - Xinlong Li; Weijieying Ren; Wei Qin; Lei Wang 185; Tianxiang Zhao 001; Richang Hong (ICASSP, 2025)

Deep Learning within Tabular Data: Foundations, Challenges, Advances and Future Directions. - Weijieying Ren; Tianxiang Zhao 001; Yuqing Huang; Vasant G. Honavar (CoRR, 2025)

A Comprehensive Survey of Electronic Health Record Modeling: From Deep Learning Approaches to Large Language Models. - Weijieying Ren; Jingxi Zhu; Zehao Liu; Tianxiang Zhao 001; Vasant G. Honavar (CoRR, 2025)