| 2026 | ACL | Diving into the Decoding Space of Non-Autoregressive Models via Lexically Constrained Search. | Chenyang Huang, Osmar Zaane |
| 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 | IJCNLP | Improving LLM's Attachment to External Knowledge In Dialogue Generation Tasks Through Entity Anonymization. | Hadi Sheikhi, Chenyang Huang, Osmar R. Zaane |
| 2025 | IROS | Reinforcement Learning-Based Energy-Efficient and Obstacle-Free Path Planning for Magnetic Microrobots in Dynamic Environments. | Hongwei Wang, Mingxue Cai, Jun Luo, Mingguo Jiang, Chenyang Huang, Haolan Shen, Tiantian Xu |
| 2024 | ACL | OTTAWA: Optimal TransporT Adaptive Word Aligner for Hallucination and Omission Translation Errors Detection. | Chenyang Huang, Abbas Ghaddar, Ivan Kobyzev, Mehdi Rezagholizadeh, Osmar Zaane, Boxing Chen |
| 2024 | EMNLP | A Decoding Algorithm for Length-Control Summarization Based on Directed Acyclic Transformers. | Chenyang Huang, Hao Zhou, Cameron Jen, Kangjie Zheng, Osmar R. Zaane, Lili Mou |
| 2024 | NAACL | Enhancing Argument Summarization: Prioritizing Exhaustiveness in Key Point Generation and Introducing an Automatic Coverage Evaluation Metric. | Mohammad Khosravani, Chenyang Huang, Amine Trabelsi |
| 2023 | AI | Exploring Preferential Label Smoothing for Neural Network-based Classifiers. | Paritosh Goyal, Chenyang Huang, Amine Trabelsi, Osmar Zaane |
| 2023 | IJCNLP | Multilingual Non-Autoregressive Machine Translation without Knowledge Distillation. | Chenyang Huang, Fei Huang, Zaixiang Zheng, Osmar Zaane, Hao Zhou, Lili Mou |
| 2023 | SIGCOMM | Beyond a Centralized Verifier: Scaling Data Plane Checking via Distributed, On-Device Verification. | Qiao Xiang, Chenyang Huang, Ridi Wen, Yuxin Wang, Xiwen Fan, Zaoxing Liu, Linghe Kong, Dennis Duan, Franck Le, Wei Sun |
| 2022 | AAAI | Non-autoregressive Translation with Layer-Wise Prediction and Deep Supervision. | Chenyang Huang, Hao Zhou, Osmar R. Zaane, Lili Mou, Lei Li |
| 2022 | ACL | Learning Non-Autoregressive Models from Search for Unsupervised Sentence Summarization. | Puyuan Liu, Chenyang Huang, Lili Mou |
| 2022 | HOTNETS | Network can check itself: scaling data plane checking via distributed, on-device verification. | Qiao Xiang, Ridi Wen, Chenyang Huang, Yuxin Wang, Franck Le |
| 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 | CIKM | Simulated Annealing for Emotional Dialogue Systems. | Chengzhang Dong, Chenyang Huang, Osmar Zaane, Lili Mou |
| 2021 | NAACL | Seq2Emo: A Sequence to Multi-Label Emotion Classification Model. | Chenyang Huang, Amine Trabelsi, Xuebin Qin, Nawshad Farruque, Lili Mou, Osmar R. Zaane |
| 2020 | HealthCom | Modeling and Closed-loop Control of Ferromagnetic Nanoparticles Microrobots. | Zhiming Hao, Tiantian Xu, Chenyang Huang, Zhengyu Lai, Xinyu Wu |
| 2019 | CICLING | Basic and Depression Specific Emotions Identification in Tweets: Multi-label Classification Experiments. | Nawshad Farruque, Chenyang Huang, Osmar Zaane, Randy Goebel |
| 2019 | CVPR | BASNet: Boundary-Aware Salient Object Detection. | Xuebin Qin, Zichen Zhang, Chenyang Huang, Chao Gao, Masood Dehghan, Martin Jgersand |
| 2018 | NAACL | Automatic Dialogue Generation with Expressed Emotions. | Chenyang Huang, Osmar R. Zaane, Amine Trabelsi, Nouha Dziri |
| 2015 | MDM | A Platform for Travel Planning by Using Google Maps. | Chung-Hua Chu, Chenyang Huang |