Pruning the Unimportant or Redundant Filters? Synergy Makes Better. - Yucheng Cai; Zhuowen Yin; Kailing Guo; Xiangmin Xu (IJCNN, 2021)

Deep Learning for Intelligent Wireless MAC: Exploiting Real Data Sampled on 2.4GHz Frequency Band. - Jiantao Xin; Wensen Xu; Yucheng Cai; Taotao Wang; Shengli Zhang 001; Peng Liu 047; Ziyang Guo; Jianjun Luo 004 (CoRR, 2021)

Advancing Semi-Supervised Task Oriented Dialog Systems by JSA Learning of Discrete Latent Variable Models. - Yucheng Cai; Hong Liu 024; Zhijian Ou; Yi Huang 017; Junlan Feng (SIGDIAL, 2022)

Building Markovian Generative Architectures Over Pretrained LM Backbones for Efficient Task-Oriented Dialog Systems. - Hong Liu 024; Yucheng Cai; Zhijian Ou; Yi Huang 017; Junlan Feng (SLT, 2022)

Deep Learning Based MAC via Joint Channel Access and Rate Adaptation. - Jiantao Xin; Wensen Xu; Yucheng Cai; Taotao Wang; Shengli Zhang 001; Peng Liu 047; Ziyang Guo; Jianjun Luo 004 (VTC Spring, 2022)

Revisiting Markovian Generative Architectures for Efficient Task-Oriented Dialog Systems. - Hong Liu 024; Yucheng Cai; Zhijian Ou; Yi Huang 017; Junlan Feng (CoRR, 2022)

A Generative User Simulator with GPT-based Architecture and Goal State Tracking for Reinforced Multi-Domain Dialog Systems. - Hong Liu 024; Yucheng Cai; Zhijian Ou; Yi Huang 017; Junlan Feng (CoRR, 2022)

Prompt Pool Based Class-Incremental Continual Learning for Dialog State Tracking. - Hong Liu 024; Yucheng Cai; Yuan Zhou; Zhijian Ou; Yi Huang 017; Junlan Feng (ASRU, 2023)

Knowledge-Retrieval Task-Oriented Dialog Systems with Semi-Supervision. - Yucheng Cai; Hong Liu 024; Zhijian Ou; Yi Huang 017; Junlan Feng (INTERSPEECH, 2023)

Variational Latent-State GPT for Semi-Supervised Task-Oriented Dialog Systems. - Hong Liu 024; Yucheng Cai; Zhenru Lin; Zhijian Ou; Yi Huang 017; Junlan Feng (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt. - Yucheng Cai; Wentao Ma; Yuchuan Wu; Shuzheng Si; Yuan Shao; Zhijian Ou; Yongbin Li (LREC/COLING, 2024)

The 2nd Futuredial Challenge: Dialog Systems With Retrieval Augmented Generation (Futuredial-RAG). - Yucheng Cai; Si Chen; Yuxuan Wu; Yi Huang 017; Junlan Feng; Zhijian Ou (SLT, 2024)

The 2nd FutureDial Challenge: Dialog Systems with Retrieval Augmented Generation (FutureDial-RAG). - Yucheng Cai; Si Chen; Yi Huang 017; Junlan Feng; Zhijian Ou (CoRR, 2024)

A Rice Leaf Area Index Monitoring Method Based on the Fusion of Data from RGB Camera and Multi-Spectral Camera on an Inspection Robot. - Yan Li; Xuerui Qi; Yucheng Cai; Yongchao Tian; Yan Zhu 005; Weixing Cao; Xiaohu Zhang (Remote. Sens., 2024)

Learning-Based Autonomous Channel Access in the Presence of Hidden Terminals. - Yulin Shao; Yucheng Cai; Taotao Wang; Ziyang Guo; Peng Liu 047; Jianjun Luo 004; Deniz Gündüz (IEEE Trans. Mob. Comput., 2024)

Entriever: Energy-based Retriever for Knowledge-Grounded Dialog Systems. - Yucheng Cai; Ke Li; Yi Huang 017; Junlan Feng; Zhijian Ou (ACL (Findings), 2025)

Knowledge Augmented Finetuning Matters in both RAG and Agent Based Dialog Systems. - Yucheng Cai; Yuxuan Wu; Yi Huang 017; Junlan Feng; Zhijian Ou (CoRR, 2025)

Improving End-to-End Training of Retrieval-Augmented Generation Models via Joint Stochastic Approximation. - Hongyu Cao; Yuxuan Wu; Yucheng Cai; Xianyu Zhao; Zhijian Ou (CoRR, 2025)