| 2026 | AAAI | From Text to Simulation: A Multi-Agent LLM Workflow for Automated Chemical Process Design. | Xufei Tian, Wenli Du, Shaoyi Yang, Han Hu, Hui Xin, Shifeng Qu, Ke Ye |
| 2026 | KDD | Faico: Faithful and Complete Knowledge Graph Augmented Reasoning. | Guo Cheng, Kangfei Zhao, Ke Ye, Pengpeng Qiao, Zhiwei Zhang, Saiguang Che, Shaonan Ma, Mingxing Zhang |
| 2025 | ACL | Can External Validation Tools Improve Annotation Quality for LLM-as-a-Judge? | Arduin Findeis, Floris Weers, Guoli Yin, Ke Ye, Ruoming Pang, Tom Gunter |
| 2025 | DAC | IntraFuzz: Coverage-Guided Intra-Enclave Fuzzing for Intel SGX Applications. | Jinhua Cui, Qiao Peng, Yiwen Yao, Ke Ye, Jiliang Zhang |
| 2024 | IROS | Vehicle Trajectory Prediction with Soft Behavior Constraints. | Ke Ye, Sanping Zhou, Miao Kang, Jingwen Fu, Nanning Zheng |
| 2024 | ICRA | POAQL: A Partially Observable Altruistic Q-Learning Method for Cooperative Multi-Agent Reinforcement Learning. | Lesong Tao, Miao Kang, Jinpeng Dong, Songyi Zhang, Ke Ye, Shitao Chen, Nanning Zheng |
| 2024 | ISSAC | A quasi-optimal lower bound for skew polynomial multiplication. | Qiyuan Chen, Ke Ye |
| 2023 | COCOON | Lower Bounds of Functions on Finite Abelian Groups. | Jianting Yang, Ke Ye, Lihong Zhi |
| 2023 | ICLR | The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers. | Zonglin Li, Chong You, Srinadh Bhojanapalli, Daliang Li, Ankit Singh Rawat, Sashank J. Reddi, Ke Ye, Felix Chern, Felix X. Yu, Ruiqi Guo, Sanjiv Kumar |
| 2022 | QRS | Colonization Strategy Algorithm: A Deviation Algorithm Optimization based on Spatial Autocorrelation Theory. | Zhongyuan Hua, Ke Ye |
| 2022 | UIC | FewFine: Few-shot Malware Traffic Classification Via Transfer Learning based on Fine-tuning Strategy. | Xingtong Liu, Meng Shen, Laizhong Cui, Ke Ye, Jizhe Jia, Guangchun Yue |
| 2020 | ISSAC | Ubiquity of the exponent of matrix multiplication. | Lek-Heng Lim, Ke Ye |
| 2016 | ITW | Algorithms for structured matrix-vector product of optimal bilinear complexity. | Ke Ye, Lek-Heng Lim |