| 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 | EMNLP | A Reasoner for Real-World Event Detection: Scaling Reinforcement Learning via Adaptive Perplexity-Aware Sampling Strategy. | Xiaoyun Zhang, Jingqing Ruan, Xing Ma, Yawen Zhu, Jiansong Chen, Ke Zeng, Xunliang Cai |
| 2025 | EMNLP | When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning. | Xiaoyun Zhang, Jingqing Ruan, Xing Ma, Yawen Zhu, Haodong Zhao, Hao Li, Jiansong Chen, Ke Zeng, Xunliang Cai |
| 2023 | ACL | Interpreting Sentiment Composition with Latent Semantic Tree. | Zhongtao Jiang, Yuanzhe Zhang, Cao Liu, Jiansong Chen, Jun Zhao, Kang Liu |
| 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 | 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 |
| 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 | 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 |
| 2021 | ACL | From Paraphrasing to Semantic Parsing: Unsupervised Semantic Parsing via Synchronous Semantic Decoding. | Shan Wu, Bo Chen, Chunlei Xin, Xianpei Han, Le Sun, Weipeng Zhang, Jiansong Chen, Fan Yang, Xunliang Cai |
| 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 | EMNLP | Domain-Lifelong Learning for Dialogue State Tracking via Knowledge Preservation Networks. | Qingbin Liu, Pengfei Cao, Cao Liu, Jiansong Chen, Xunliang Cai, Fan Yang, Shizhu He, Kang Liu, Jun Zhao |
| 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 |
| 2018 | IJCNN | ACJIS: A Novel Attentive Cross Approach For Joint Intent Detection And Slot Filling. | Shuai Yu, Lei Shen, Pengcheng Zhu, Jiansong Chen |
| 2014 | MMM | Spatial Similarity Measure of Visual Phrases for Image Retrieval. | Jiansong Chen, Bailan Feng, Bo Xu |
| 2012 | ICASSP | Multi-modal information fusion for news story segmentation in broadcast video. | Bailan Feng, Peng Ding, Jiansong Chen, Jinfeng Bai, Su Xu, Bo Xu |
| 2012 | ICIP | Effective near-duplicate image retrieval with image-specific visual phrase selection. | Jiansong Chen, Bailan Feng, Lei Zhu, Peng Ding, Bo Xu |
| 2011 | Interspeech | A Robust Approach to Mining Repeated Sequence in Audio Stream. | Jiansong Chen, Lei Zhu, Bailan Feng, Peng Ding, Bo Xu |
| 2007 | GLOBECOM | V-BLAST Receiver for MIMO Relay Networks with Imperfect CSI. | Jiansong Chen, Xiaoli Yu, C.-C. Jay Kuo |
| 2007 | ICASSP | ZF V-BLAST for Imperfect MIMO Channels using Average Performance Optimization. | Jiansong Chen, Xiaoli Yu |
| 2006 | VTC | MMSE V-BLAST for Imperfect MIMO Channels. | Jiansong Chen, Xiaoli Yu |