| 2026 | ACL | Breaking Contextual Inertia: Reinforcement Learning with Single-Turn Anchors for Stable Multi-Turn Interaction. | Xingwu Chen, Zhanqiu Zhang, Steven Y. Guo, Difan Zou |
| 2026 | ACL | UniSRM: A Unified Speech Reward Model for Reasoning-Based Fine-grained Assessment. | Yuanyuan Wang, Dongchao Yang, Yayue Deng, Zhiyong Wu, Steven Y. Guo, Helen M. Meng, Xixin Wu |
| 2025 | ACL | Recent Advances in Speech Language Models: A Survey. | Wenqian Cui, Dianzhi Yu, Xiaoqi Jiao, Ziqiao Meng, Guangyan Zhang, Qichao Wang, Steven Y. Guo, Irwin King |
| 2025 | ACL | Cultivating Gaming Sense for Yourself: Making VLMs Gaming Experts. | Wenxuan Lu, Jiangyang He, Zhanqiu Zhang, Steven Y. Guo, Tianning Zang |
| 2025 | EMNLP | Add-One-In: Incremental Sample Selection for Large Language Models via a Choice-Based Greedy Paradigm. | Zhuo Li, Yuhao Du, Xiaoqi Jiao, Steven Y. Guo, Yuege Feng, Xiang Wan, Anningzhe Gao, Jinpeng Hu |
| 2025 | EMNLP | C3: A Bilingual Benchmark for Spoken Dialogue Models Exploring Challenges in Complex Conversations. | Chengqian Ma, Wei Tao, Steven Y. Guo |
| 2025 | ICML | Reasoning-as-Logic-Units: Scaling Test-Time Reasoning in Large Language Models Through Logic Unit Alignment. | Cheryl Li, Tianyuan Xu, Steven Y. Guo |
| 2025 | ICML | Identifying and Understanding Cross-Class Features in Adversarial Training. | Zeming Wei, Steven Y. Guo, Yisen Wang |