| 2025 | ACL | AMoPO: Adaptive Multi-objective Preference Optimization without Reward Models and Reference Models. | Qi Liu, Jingqing Ruan, Hao Li, Haodong Zhao, Desheng Wang, Jiansong Chen, Guanglu Wan, Xunliang Cai, Zhi Zheng, Tong Xu |
| 2025 | ASRU | OOQ: Outlier-Oriented Quantization for Efficient Large Language Models. | Haoyu Wang, Bei Liu, Hang Shao, Bo Xiao, Ke Zeng, Guanglu Wan, Yanmin Qian |
| 2024 | ACL | Dual-Stage Multi-Task Syntax-Oriented Pre-Training for Syntactically Controlled Paraphrase Generation. | Hongxu Liu, Xiaojie Wang, Jiashen Sun, Ke Zeng, Guanglu Wan |
| 2024 | ACL | Learning or Self-aligning? Rethinking Instruction Fine-tuning. | Mengjie Ren, Boxi Cao, Hongyu Lin, Cao Liu, Xianpei Han, Ke Zeng, Guanglu Wan, Xunliang Cai, Le Sun |
| 2024 | ICASSP | Enhancing Multilingual Speech Recognition through Language Prompt Tuning and Frame-Level Language Adapter. | Song Li, Yongbin You, Xuezhi Wang, Ke Ding, Guanglu Wan |
| 2024 | Interspeech | MSR-86K: An Evolving, Multilingual Corpus with 86, 300 Hours of Transcribed Audio for Speech Recognition Research. | Song Li, Yongbin You, Xuezhi Wang, Zhengkun Tian, Ke Ding, Guanglu Wan |
| 2023 | ACL | Ambiguous Learning from Retrieval: Towards Zero-shot Semantic Parsing. | Shan Wu, Chunlei Xin, Hongyu Lin, Xianpei Han, Cao Liu, Jiansong Chen, Fan Yang, Guanglu Wan, Le Sun |
| 2023 | ADMA | Exploiting Pseudo Future Contexts for Emotion Recognition in Conversations. | Yinyi Wei, Shuaipeng Liu, Hailei Yan, Wei Ye, Tong Mo, Guanglu Wan |
| 2023 | CIKM | Segment Augmentation and Prediction Consistency Neural Network for Multi-label Unknown Intent Detection. | Miaoxin Chen, Cao Liu, Boqi Dai, Hai-Tao Zheng, Ting Song, Jiansong Chen, Guanglu Wan, Rui Xie |
| 2023 | ICASSP | Covariance Regularization for Probabilistic Linear Discriminant Analysis. | Zhiyuan Peng, Mingjie Shao, Xuanji He, Xu Li, Tan Lee, Ke Ding, Guanglu Wan |
| 2023 | ICASSP | Peak-First CTC: Reducing the Peak Latency of CTC Models by Applying Peak-First Regularization. | Zhengkun Tian, Hongyu Xiang, Min Li, Feifei Lin, Ke Ding, Guanglu Wan |
| 2023 | SIGIR | Dialog-to-Actions: Building Task-Oriented Dialogue System via Action-Level Generation. | Yuncheng Hua, Xiangyu Xi, Zheng Jiang, Guanwei Zhang, Chaobo Sun, Guanglu Wan, Wei Ye |
| 2022 | AAAI | Confidence Calibration for Intent Detection via Hyperspherical Space and Rebalanced Accuracy-Uncertainty Loss. | Yantao Gong, Cao Liu, Fan Yang, Xunliang Cai, Guanglu Wan, Jiansong Chen, Weipeng Zhang, Houfeng Wang |
| 2022 | COLING | DESED: Dialogue-based Explanation for Sentence-level Event Detection. | Yinyi Wei, Shuaipeng Liu, Jianwei Lv, Xiangyu Xi, Hailei Yan, Wei Ye, Tong Mo, Fan Yang, Guanglu Wan |
| 2022 | EMNLP | MUSIED: A Benchmark for Event Detection from Multi-Source Heterogeneous Informal Texts. | Xiangyu Xi, Jianwei Lv, Shuaipeng Liu, Wei Ye, Fan Yang, Guanglu Wan |
| 2022 | Interspeech | CUSIDE: Chunking, Simulating Future Context and Decoding for Streaming ASR. | Keyu An, Huahuan Zheng, Zhijian Ou, Hongyu Xiang, Ke Ding, Guanglu Wan |
| 2022 | Interspeech | Unifying Cosine and PLDA Back-ends for Speaker Verification. | Zhiyuan Peng, Xuanji He, Ke Ding, Tan Lee, Guanglu Wan |
| 2022 | Interspeech | An Empirical Study of Language Model Integration for Transducer based Speech Recognition. | Huahuan Zheng, Keyu An, Zhijian Ou, Chen Huang, Ke Ding, Guanglu Wan |
| 2022 | SIGIR | Dialogue Topic Segmentation via Parallel Extraction Network with Neighbor Smoothing. | Jinxiong Xia, Cao Liu, Jiansong Chen, Yuchen Li, Fan Yang, Xunliang Cai, Guanglu Wan, Houfeng Wang |
| 2022 | SIGIR | A Low-Cost, Controllable and Interpretable Task-Oriented Chatbot: With Real-World After-Sale Services as Example. | Xiangyu Xi, Chenxu Lv, Yuncheng Hua, Wei Ye, Chaobo Sun, Shuaipeng Liu, Fan Yang, Guanglu Wan |
| 2021 | CIKM | Density-Based Dynamic Curriculum Learning for Intent Detection. | Yantao Gong, Cao Liu, Jiazhen Yuan, Fan Yang, Xunliang Cai, Guanglu Wan, Jiansong Chen, Ruiyao Niu, Houfeng Wang |
| 2021 | SIGIR | Distant Supervision based Machine Reading Comprehension for Extractive Summarization in Customer Service. | Bing Ma, Cao Liu, Jingyu Wang, Shujie Hu, Fan Yang, Xunliang Cai, Guanglu Wan, Jiansong Chen, Jianxin Liao |
| 2020 | Interspeech | Data Efficient Voice Cloning from Noisy Samples with Domain Adversarial Training. | Jian Cong, Shan Yang, Lei Xie, Guoqiao Yu, Guanglu Wan |