| 2025 | AAAI | RATT: A Thought Structure for Coherent and Correct LLM Reasoning. | Jinghan Zhang, Xiting Wang, Weijieying Ren, Lu Jiang, Dongjie Wang, Kunpeng Liu |
| 2025 | ACL | DiaLLMs: EHR-Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction. | Weijieying Ren, Tianxiang Zhao, Lei Wang, Tianchun Wang, Vasant G. Honavar |
| 2025 | ICASSP | Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning. | Xinlong Li, Weijieying Ren, Wei Qin, Lei Wang, Tianxiang Zhao, Richang Hong |
| 2024 | AAAI | Inducing Clusters Deep Kernel Gaussian Process for Longitudinal Data. | Junjie Liang, Weijieying Ren, Hanifi Sahar, Vasant G. Honavar |
| 2024 | ICASSP | Gradient-Aware Logit Adjustment Loss for Long-Tailed Classifier. | Fan Zhang, Wei Qin, Weijieying Ren, Lei Wang, Zetong Chen, Richang Hong |
| 2024 | ICML | TabLog: Test-Time Adaptation for Tabular Data Using Logic Rules. | Weijieying Ren, Xiaoting Li, Huiyuan Chen, Vineeth Rakesh, Zhuoyi Wang, Mahashweta Das, Vasant G. Honavar |
| 2024 | SDM | EsaCL: An Efficient Continual Learning Algorithm. | Weijieying Ren, Vasant G. Honavar |
| 2023 | CIKM | T-SaS: Toward Shift-aware Dynamic Adaptation for Streaming Data. | Weijieying Ren, Tianxiang Zhao, Wei Qin, Kunpeng Liu |
| 2022 | ICDM | Mitigating Popularity Bias in Recommendation with Unbalanced Interactions: A Gradient Perspective. | Weijieying Ren, Lei Wang, Kunpeng Liu, Ruocheng Guo, Ee-Peng Lim, Yanjie Fu |
| 2022 | KDD | Semi-supervised Drifted Stream Learning with Short Lookback. | Weijieying Ren, Pengyang Wang, Xiaolin Li, Charles E. Hughes, Yanjie Fu |
| 2017 | KSEM | Robust Mapping Learning for Multi-view Multi-label Classification with Missing Labels. | Weijieying Ren, Lei Zhang, Bo Jiang, Zhefeng Wang, Guangming Guo, Guiquan Liu |