| 2026 | ACL | Towards Hierarchical Multi-Step Reward Models for Enhanced Reasoning in Large Language Models. | Teng Wang, Zhangyi Jiang, Zhenqi He, Hailei Gong, Shenyang Tong, Wenhan Yang, Zeyu Li, Yanan Zheng, Zifan He, Zewen Ye, Shengjie Ma, Jianping Zhang |
| 2025 | ACL | LEANCODE: Understanding Models Better for Code Simplification of Pre-trained Large Language Models. | Yan Wang, Ling Ding, Tien N. Nguyen, Shaohua Wang, Yanan Zheng |
| 2025 | ACL | Ref-Long: Benchmarking the Long-context Referencing Capability of Long-context Language Models. | Junjie Wu, Gefei Gu, Yanan Zheng, Dit-Yan Yeung, Arman Cohan |
| 2025 | ICLR | TOMATO: Assessing Visual Temporal Reasoning Capabilities in Multimodal Foundation Models. | Ziyao Shangguan, Chuhan Li, Yuxuan Ding, Yanan Zheng, Yilun Zhao, Tesca Fitzgerald, Arman Cohan |
| 2024 | EMNLP | TAIL: A Toolkit for Automatic and Realistic Long-Context Large Language Model Evaluation. | Gefei Gu, Yilun Zhao, Ruoxi Ning, Yanan Zheng, Arman Cohan |
| 2023 | ACL | Prompt-Based Metric Learning for Few-Shot NER. | Yanru Chen, Yanan Zheng, Zhilin Yang |
| 2023 | ACL | A Universal Discriminator for Zero-Shot Generalization. | Haike Xu, Zongyu Lin, Jing Zhou, Yanan Zheng, Zhilin Yang |
| 2023 | ICLR | Compositional Task Representations for Large Language Models. | Nan Shao, Zefan Cai, Hanwei Xu, Chonghua Liao, Yanan Zheng, Zhilin Yang |
| 2023 | ICLR | Not All Tasks Are Born Equal: Understanding Zero-Shot Generalization. | Jing Zhou, Zongyu Lin, Yanan Zheng, Jian Li, Zhilin Yang |
| 2022 | ACL | FewNLU: Benchmarking State-of-the-Art Methods for Few-Shot Natural Language Understanding. | Yanan Zheng, Jing Zhou, Yujie Qian, Ming Ding, Chonghua Liao, Li Jian, Ruslan Salakhutdinov, Jie Tang, Sebastian Ruder, Zhilin Yang |
| 2022 | ACL | FlipDA: Effective and Robust Data Augmentation for Few-Shot Learning. | Jing Zhou, Yanan Zheng, Jie Tang, Li Jian, Zhilin Yang |
| 2022 | ICML | NLP From Scratch Without Large-Scale Pretraining: A Simple and Efficient Framework. | Xingcheng Yao, Yanan Zheng, Xiaocong Yang, Zhilin Yang |
| 2021 | DASFAA | Generating Contextually Coherent Responses by Learning Structured Vectorized Semantics. | Yan Wang, Yanan Zheng, Shimin Jiang, Yucheng Dong, Jessica Chen, Shaohua Wang |
| 2021 | PIMRC | Joint Radio Resources Allocation in the Coexisting NR-U and Wi-Fi Networks. | Bo Yin, Haonan Hu, Bing Xi, Qiaoshou Liu, Yanan Zheng, Zhizhong Zhang |
| 2021 | PIMRC | On the Mean Local Delay of Clustered Fog Radio Access Networks. | Yanan Zheng, Haonan Hu, Zhiqian Chen, Bo Yin, Jie Zhang |
| 2020 | AAAI | Solving Sequential Text Classification as Board-Game Playing. | Chen Qian, Fuli Feng, Lijie Wen, Zhenpeng Chen, Li Lin, Yanan Zheng, Tat-Seng Chua |
| 2020 | DASFAA | How to Generate Reasonable Texts with Controlled Attributes. | Yanan Zheng, Yan Wang, Lijie Wen, Jianmin Wang |
| 2019 | CIKM | A Latent-Constrained Variational Neural Dialogue Model for Information-Rich Responses. | Yanan Zheng, Yan Wang, Lijie Wen, Jianmin Wang |
| 2017 | CIKM | Sequence Modeling with Hierarchical Deep Generative Models with Dual Memory. | Yanan Zheng, Lijie Wen, Jianmin Wang, Jun Yan, Lei Ji |