| 2025 | COLING | Scaffolding Coordinates to Promote Vision-Language Coordination in Large Multi-Modal Models. | Xuanyu Lei, Zonghan Yang, Xinrui Chen, Peng Li, Yang Liu |
| 2025 | EMNLP | Pi-SQL: Enhancing Text-to-SQL with Fine-Grained Guidance from Pivot Programming Languages. | Yongdong Chi, Hanqing Wang, Yun Chen, Yan Yang, Jian Yang, Zonghan Yang, Xiao Yan, Guanhua Chen |
| 2025 | FAW | The Subinterval Cover Problem. | Kelin Luo, Chenran Yang, Zonghan Yang, Yuhao Zhang |
| 2025 | ICCV | Adversarial Robust Memory-Based Continual Learner. | Xiaoyue Mi, Fan Tang, Zonghan Yang, Danding Wang, Juan Cao, Peng Li, Yang Liu |
| 2024 | ACL | PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs. | An Liu, Zonghan Yang, Zhenhe Zhang, Qingyuan Hu, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Yang Liu |
| 2024 | ICML | Position: Towards Unified Alignment Between Agents, Humans, and Environment. | Zonghan Yang, An Liu, Zijun Liu, Kaiming Liu, Fangzhou Xiong, Yile Wang, Zeyuan Yang, Qingyuan Hu, Xinrui Chen, Zhenhe Zhang, Fuwen Luo, Zhicheng Guo, Peng Li, Yang Liu |
| 2023 | ACL | Bridging the Gap between Decision and Logits in Decision-based Knowledge Distillation for Pre-trained Language Models. | Qinhong Zhou, Zonghan Yang, Peng Li, Yang Liu |
| 2023 | EMNLP | Exploring the Impact of Model Scaling on Parameter-Efficient Tuning. | Yusheng Su, Chi-Min Chan, Jiali Cheng, Yujia Qin, Yankai Lin, Shengding Hu, Zonghan Yang, Ning Ding, Xingzhi Sun, Guotong Xie, Zhiyuan Liu, Maosong Sun |
| 2023 | ESA | Improved Algorithms for Online Rent Minimization Problem Under Unit-Size Jobs. | Enze Sun, Zonghan Yang, Yuhao Zhang |
| 2023 | ICLR | Unified Detoxifying and Debiasing in Language Generation via Inference-time Adaptive Optimization. | Zonghan Yang, Xiaoyuan Yi, Peng Li, Yang Liu, Xing Xie |
| 2023 | ICML | Improving Adversarial Robustness of Deep Equilibrium Models with Explicit Regulations Along the Neural Dynamics. | Zonghan Yang, Peng Li, Tianyu Pang, Yang Liu |
| 2022 | ICLR | On Robust Prefix-Tuning for Text Classification. | Zonghan Yang, Yang Liu |
| 2021 | ACL | Alternated Training with Synthetic and Authentic Data for Neural Machine Translation. | Rui Jiao, Zonghan Yang, Maosong Sun, Yang Liu |
| 2020 | ICML | Interpolation between Residual and Non-Residual Networks. | Zonghan Yang, Yang Liu, Chenglong Bao, Zuoqiang Shi |
| 2019 | ACL | Reducing Word Omission Errors in Neural Machine Translation: A Contrastive Learning Approach. | Zonghan Yang, Yong Cheng, Yang Liu, Maosong Sun |
| 2018 | IJCAI | Chinese Poetry Generation with a Working Memory Model. | Xiaoyuan Yi, Maosong Sun, Ruoyu Li, Zonghan Yang |