| 2025 | EMNLP | Invoke Interfaces Only When Needed: Adaptive Invocation for Large Language Models in Question Answering. | Jihao Zhao, Chunlai Zhou, Daixuan Li, Shuaishuai Zu, Biao Qin |
| 2025 | ICML | Unveiling Markov heads in Pretrained Language Models for Offline Reinforcement Learning. | Wenhao Zhao, Qiushui Xu, Linjie Xu, Lei Song, Jinyu Wang, Chunlai Zhou, Jiang Bian |
| 2025 | KDD | Explicit-Implicit Entity Alignment Method in Multi-modal Knowledge Graphs. | Luyao Wang, Chunlai Zhou, Biao Qin |
| 2024 | AAAI | Prior and Prediction Inverse Kernel Transformer for Single Image Defocus Deblurring. | Peng Tang, Zhiqiang Xu, Chunlai Zhou, Pengfei Wei, Peng Han, Xin Cao, Tobias Lasser |
| 2024 | AAAI | Pseudo-Label Calibration Semi-supervised Multi-Modal Entity Alignment. | Luyao Wang, Pengnian Qi, Xigang Bao, Chunlai Zhou, Biao Qin |
| 2024 | COLING | Locally Differentially Private In-Context Learning. | Chunyan Zheng, Keke Sun, Wenhao Zhao, Haibo Zhou, Lixing Jiang, Shaoyang Song, Chunlai Zhou |
| 2024 | IJCAI | Generate Synthetic Text Approximating the Private Distribution with Differential Privacy. | Wenhao Zhao, Shaoyang Song, Chunlai Zhou |
| 2023 | AAAI | Two Views of Constrained Differential Privacy: Belief Revision and Update. | Likang Liu, Keke Sun, Chunlai Zhou, Yuan Feng |
| 2022 | AAAI | Local Differential Privacy for Belief Functions. | Qiyu Li, Chunlai Zhou, Biao Qin, Zhiqiang Xu |
| 2020 | ECAI | Basic Utility Theory for Belief Functions. | Chunlai Zhou, Biao Qin, Deying Li, Zhiqiang Xu, Xiaoyong Du |
| 2018 | IJCAI | A Savage-style Utility Theory for Belief Functions. | Chunlai Zhou, Biao Qin, Xiaoyong Du |
| 2017 | IJCAI | Plato's Cave in the Dempster-Shafer land-the Link between Pignistic and Plausibility Transformations. | Chunlai Zhou, Biao Qin, Xiaoyong Du |
| 2017 | UAI | The Total Belief Theorem. | Chunlai Zhou, Fabio Cuzzolin |
| 2015 | UAI | Extend Transferable Belief Models with Probabilistic Priors. | Chunlai Zhou, Yuan Feng |
| 2014 | GRC | Scheme selection of artwork customization designing based on AHP. | Chunlai Zhou, Ziyan Lin |
| 2014 | UAI | Belief-Kinematics Jeffrey-s Rules in the Theory of Evidence. | Chunlai Zhou, Mingyue Wang, Biao Qin |
| 2012 | AAAI | Belief Functions on Distributive Lattices. | Chunlai Zhou |
| 2011 | TAMC | Intuitive Probability Logic. | Chunlai Zhou |