| 2026 | AAAI | HAPO: Training Language Models to Reason Concisely via History-Aware Policy Optimization. | Chengyu Huang, Zhengxin Zhang, Claire Cardie |
| 2026 | ACL | Better LLM Reasoning via Dual-Play. | Zhengxin Zhang, Chengyu Huang, Aochong Oliver Li, Claire Cardie |
| 2026 | ACL | GSM-Noise: Exploring and Enhancing Large Language Models' Reasoning under Noisy Inputs. | Zhengxin Zhang, Chengyu Huang, Xufu Liu, Dan Zhao, Jinyan Su, Claire Cardie |
| 2025 | AAAI | PhishAgent: A Robust Multimodal Agent for Phishing Webpage Detection. | Tri Cao, Chengyu Huang, Yuexin Li, Huilin Wang, Amy He, Nay Oo, Bryan Hooi |
| 2025 | AAAI | SCOPE: Sign Language Contextual Processing with Embedding from LLMs. | Yuqi Liu, Wenqian Zhang, Sihan Ren, Chengyu Huang, Jingyi Yu, Lan Xu |
| 2025 | EMNLP | DCRM: A Heuristic to Measure Response Pair Quality in Preference Optimization. | Chengyu Huang, Tanya Goyal |
| 2024 | ACL | Training Language Models to Generate Text with Citations via Fine-grained Rewards. | Chengyu Huang, Zeqiu Wu, Yushi Hu, Wenya Wang |
| 2022 | EMNLP | Conversation Disentanglement with Bi-Level Contrastive Learning. | Chengyu Huang, Zheng Zhang, Hao Fei, Lizi Liao |
| 2021 | EACL | Text Augmentation in a Multi-Task View. | Jason Wei, Chengyu Huang, Shiqi Xu, Soroush Vosoughi |
| 2021 | ISCAS | Dynamic Switching Sequence to Compensate the Integral Nonlinearity in Current-Steering DACs. | Yang Liu, Yushen Fu, Chengyu Huang, Huazhong Yang, Xueqing Li |
| 2021 | NAACL | Few-Shot Text Classification with Triplet Networks, Data Augmentation, and Curriculum Learning. | Jason Wei, Chengyu Huang, Soroush Vosoughi, Yu Cheng, Shiqi Xu |
| 2020 | AAAI | AutoShrink: A Topology-Aware NAS for Discovering Efficient Neural Architecture. | Tunhou Zhang, Hsin-Pai Cheng, Zhenwen Li, Feng Yan, Chengyu Huang, Hai Helen Li, Yiran Chen |