| 2026 | ACL | Lingua-Graph: A Unified Representation of Cross-Task Common Substructures for Analytic Language Processing. | Mingming Sun, Runze Jiang, Zhu Zhangchenxi, Minlong Peng, Yunfeng Cai |
| 2025 | ICML | Investigating the Overlooked Hessian Structure: From CNNs to LLMs. | Qian-Yuan Tang, Yufei Gu, Yunfeng Cai, Mingming Sun, Ping Li, Zhou Xun, Zeke Xie |
| 2024 | EMNLP | MQuinE: a Cure for "Z-paradox" in Knowledge Graph Embedding. | Yang Liu, Huang Fang, Yunfeng Cai, Mingming Sun |
| 2024 | ICLR | Neural Field Classifiers via Target Encoding and Classification Loss. | Xindi Yang, Zeke Xie, Xiong Zhou, Boyu Liu, Buhua Liu, Yi Liu, Haoran Wang, Yunfeng Cai, Mingming Sun |
| 2023 | ICCV | S3IM: Stochastic Structural SIMilarity and Its Unreasonable Effectiveness for Neural Fields. | Zeke Xie, Xindi Yang, Yujie Yang, Qi Sun, Yixiang Jiang, Haoran Wang, Yunfeng Cai, Mingming Sun |
| 2023 | WWW | MLN4KB: an efficient Markov logic network engine for large-scale knowledge bases and structured logic rules. | Huang Fang, Yang Liu, Yunfeng Cai, Mingming Sun |
| 2022 | AAAI | Efficient Compact Bilinear Pooling via Kronecker Product. | Tan Yu, Yunfeng Cai, Ping Li |
| 2022 | ICLR | Constructing Orthogonal Convolutions in an Explicit Manner. | Tan Yu, Jun Li, Yunfeng Cai, Ping Li |
| 2022 | ISIT | Sensitivity of Under-Determined Linear System. | Yunfeng Cai, Guanhua Fang, Ping Li |
| 2022 | WACV | S | Tan Yu, Xu Li, Yunfeng Cai, Mingming Sun, Ping Li |
| 2021 | AAAI | A Blind Block Term Decomposition of High Order Tensors. | Yunfeng Cai, Ping Li |
| 2021 | AISTATS | Identification of Matrix Joint Block Diagonalization. | Yunfeng Cai, Ping Li |
| 2021 | BMVC | Rethinking Token-Mixing MLP for MLP-based Vision Backbone. | Tan Yu, Xu Li, Yunfeng Cai, Mingming Sun, Ping Li |
| 2021 | WWW | MQuadE: a Unified Model for Knowledge Fact Embedding. | Jinxing Yu, Yunfeng Cai, Mingming Sun, Ping Li |
| 2020 | AISTATS | An Inverse-free Truncated Rayleigh-Ritz Method for Sparse Generalized Eigenvalue Problem. | Yunfeng Cai, Ping Li |
| 2020 | AISTATS | Solving the Robust Matrix Completion Problem via a System of Nonlinear Equations. | Yunfeng Cai, Ping Li |
| 2020 | ECCV | Toward Faster and Simpler Matrix Normalization via Rank-1 Update. | Tan Yu, Yunfeng Cai, Ping Li |