| 2025 | AAAI | EBBS: An Ensemble with Bi-Level Beam Search for Zero-Shot Machine Translation. | Yuqiao Wen, Behzad Shayegh, Chenyang Huang, Yanshuai Cao, Lili Mou |
| 2025 | EMNLP | Can LLMs Reason Abstractly Over Math Word Problems Without CoT? Disentangling Abstract Formulation From Arithmetic Computation. | Ziling Cheng, Meng Cao, Leila Pishdad, Yanshuai Cao, Jackie CK Cheung |
| 2024 | EMNLP | Jump Starting Bandits with LLM-Generated Prior Knowledge. | Parand A. Alamdari, Yanshuai Cao, Kevin H. Wilson |
| 2024 | ICLR | Ensemble Distillation for Unsupervised Constituency Parsing. | Behzad Shayegh, Yanshuai Cao, Xiaodan Zhu, Jackie C. K. Cheung, Lili Mou |
| 2024 | ICML | Flora: Low-Rank Adapters Are Secretly Gradient Compressors. | Yongchang Hao, Yanshuai Cao, Lili Mou |
| 2023 | ICLR | An Equal-Size Hard EM Algorithm for Diverse Dialogue Generation. | Yuqiao Wen, Yongchang Hao, Yanshuai Cao, Lili Mou |
| 2021 | ACL | Code Generation from Natural Language with Less Prior Knowledge and More Monolingual Data. | Sajad Norouzi, Keyi Tang, Yanshuai Cao |
| 2021 | ACL | Optimizing Deeper Transformers on Small Datasets. | Peng Xu, Dhruv Kumar, Wei Yang, Wenjie Zi, Keyi Tang, Chenyang Huang, Jackie Chi Kit Cheung, Simon J. D. Prince, Yanshuai Cao |
| 2021 | ACL | TURING: an Accurate and Interpretable Multi-Hypothesis Cross-Domain Natural Language Database Interface. | Peng Xu, Wenjie Zi, Hamidreza Shahidi, kos Kdr, Keyi Tang, Wei Yang, Jawad Ateeq, Harsh Barot, Meidan Alon, Yanshuai Cao |
| 2020 | AISTATS | Better Long-Range Dependency By Bootstrapping A Mutual Information Regularizer. | Yanshuai Cao, Peng Xu |
| 2020 | ICML | Evaluating Lossy Compression Rates of Deep Generative Models. | Sicong Huang, Alireza Makhzani, Yanshuai Cao, Roger B. Grosse |
| 2020 | ICML | On Variational Learning of Controllable Representations for Text without Supervision. | Peng Xu, Jackie Chi Kit Cheung, Yanshuai Cao |
| 2019 | ACL | A Cross-Domain Transferable Neural Coherence Model. | Peng Xu, Hamidreza Saghir, Jin Sung Kang, Teng Long, Avishek Joey Bose, Yanshuai Cao, Jackie Chi Kit Cheung |
| 2018 | ACL | Adversarial Contrastive Estimation. | Avishek Joey Bose, Huan Ling, Yanshuai Cao |
| 2018 | ICLR | Improving GAN Training via Binarized Representation Entropy (BRE) Regularization. | Yanshuai Cao, Gavin Weiguang Ding, Kry Yik-Chau Lui, Ruitong Huang |