| 2026 | AAAI | CCFQA: A Benchmark for Cross-Lingual and Cross-Modal Speech and Text Factuality Evaluation. | Yexing Du, Kaiyuan Liu, Youcheng Pan, Zheng Chu, Bo Yang, Xiaocheng Feng, Ming Liu, Yang Xiang |
| 2026 | ACL | MCGA: A Multi-task Classical Chinese Literary Genre Audio Corpus. | Yexing Du, Kaiyuan Liu, Bihe Zhang, Youcheng Pan, Bo Yang, Liangyu Huo, Xiyuan Zhang, Jian Xie, Daojing He, Yang Xiang, Ming Liu, Bing Qin |
| 2025 | ACL | Making LLMs Better Many-to-Many Speech-to-Text Translators with Curriculum Learning. | Yexing Du, Youcheng Pan, Ziyang Ma, Bo Yang, Yifan Yang, Keqi Deng, Xie Chen, Yang Xiang, Ming Liu, Bing Qin |
| 2025 | ACL | ProjectEval: A Benchmark for Programming Agents Automated Evaluation on Project-Level Code Generation. | Kaiyuan Liu, Youcheng Pan, Yang Xiang, Daojing He, Jing Li, Yexing Du, Tianrun Gao |
| 2025 | EMNLP | Towards Efficient CoT Distillation: Self-Guided Rationale Selector for Better Performance with Fewer Rationales. | Jianzhi Yan, Le Liu, Youcheng Pan, Shiwei Chen, Yang Xiang, Buzhou Tang |
| 2025 | EMNLP | From Long to Lean: Performance-aware and Adaptive Chain-of-Thought Compression via Multi-round Refinement. | Jianzhi Yan, Le Liu, Youcheng Pan, Shiwei Chen, Zike Yuan, Yang Xiang, Buzhou Tang |
| 2024 | AAAI | ZO-AdaMU Optimizer: Adapting Perturbation by the Momentum and Uncertainty in Zeroth-Order Optimization. | Shuoran Jiang, Qingcai Chen, Youcheng Pan, Yang Xiang, Yukang Lin, Xiangping Wu, Chuanyi Liu, Xiaobao Song |
| 2024 | COLING | Linguistic Rule Induction Improves Adversarial and OOD Robustness in Large Language Models. | Shuoran Jiang, Qingcai Chen, Yang Xiang, Youcheng Pan, Yukang Lin |
| 2024 | COLING | A Lifelong Multilingual Multi-granularity Semantic Alignment Approach via Maximum Co-occurrence Probability. | Xin Liu, Hongwei Sun, Shaojie Dai, Bo Lv, Youcheng Pan, Hui Wang, Yue Yu |
| 2024 | IJCNN | Mitigating Knowledge Conflicts in Data-to-Text Generation via the Internalization of Fact Extraction. | Xianjie Mo, Yang Xiang, Youcheng Pan, Yongshuai Hou, Ping Luo |
| 2022 | ICASSP | Multi-Role Event Argument Extraction as Machine Reading Comprehension with Argument Match Optimization. | Jingcong Tao, Youcheng Pan, Xinyu Li, Baotian Hu, Weihua Peng, Cuiyun Han, Xiaolong Wang |
| 2021 | ICONIP | Enriching BERT With Knowledge Graph Embedding For Industry Classification. | Shiyue Wang, Youcheng Pan, Zhenran Xu, Baotian Hu, Xiaolong Wang |
| 2020 | COLING | MedWriter: Knowledge-Aware Medical Text Generation. | Youcheng Pan, Qingcai Chen, Weihua Peng, Xiaolong Wang, Baotian Hu, Xin Liu, Junying Chen, Wenxiu Zhou |
| 2020 | ICASSP | Learning to Generate Diverse Questions from Keywords. | Youcheng Pan, Baotian Hu, Qingcai Chen, Yang Xiang, Xiaolong Wang |