Yucheng Cai

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 19

Top Topics

Latent Variable Models

Fine Granularity

Natural Language Interfaces

Top Venues

IEEE Trans. Mob. Comput.

Publications

Yulin Shao, Yucheng Cai, Taotao Wang, Ziyang Guo, Peng Liu, Jiajun Luo, Deniz Gündüz
Learning-Based Autonomous Channel Access in the Presence of Hidden Terminals. IEEE Trans. Mob. Comput. 23 (5) (2024)
Yucheng Cai, Si Chen, Yi Huang, Junlan Feng, Zhijian Ou
The 2nd FutureDial Challenge: Dialog Systems with Retrieval Augmented Generation (FutureDial-RAG). CoRR (2024)
Yucheng Cai, Wentao Ma, Yuchuan Wu, Shuzheng Si, Yuan Shao, Zhijian Ou, Yongbin Li
UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt. LREC/COLING (2024)
Yucheng Cai, Hong Liu, Zhijian Ou, Yi Huang, Junlan Feng
Knowledge-Retrieval Task-Oriented Dialog Systems with Semi-Supervision. INTERSPEECH (2023)
Yucheng Cai, Wentao Ma, Yuchuan Wu, Shuzheng Si, Yuan Shao, Zhijian Ou, Yongbin Li
UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt. CoRR (2023)
Hong Liu, Yucheng Cai, Zhenru Lin, Zhijian Ou, Yi Huang, Junlan Feng
Variational Latent-State GPT for Semi-Supervised Task-Oriented Dialog Systems. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Yucheng Cai, Hong Liu, Zhijian Ou, Yi Huang, Junlan Feng
Knowledge-Retrieval Task-Oriented Dialog Systems with Semi-Supervision. CoRR (2023)
Hong Liu, Yucheng Cai, Yuan Zhou, Zhijian Ou, Yi Huang, Junlan Feng
Prompt Pool Based Class-Incremental Continual Learning for Dialog State Tracking. ASRU (2023)
Hong Liu, Yucheng Cai, Yuan Zhou, Zhijian Ou, Yi Huang, Junlan Feng
Prompt Pool based Class-Incremental Continual Learning for Dialog State Tracking. CoRR (2023)
Yucheng Cai, Hong Liu, Zhijian Ou, Yi Huang, Junlan Feng
Advancing Semi-Supervised Task Oriented Dialog Systems by JSA Learning of Discrete Latent Variable Models. SIGDIAL (2022)
Hong Liu, Yucheng Cai, Zhijian Ou, Yi Huang, Junlan Feng
Revisiting Markovian Generative Architectures for Efficient Task-Oriented Dialog Systems. CoRR (2022)
Yucheng Cai, Hong Liu, Zhijian Ou, Yi Huang, Junlan Feng
Advancing Semi-Supervised Task Oriented Dialog Systems by JSA Learning of Discrete Latent Variable Models. CoRR (2022)
Hong Liu, Yucheng Cai, Zhijian Ou, Yi Huang, Junlan Feng
A Generative User Simulator with GPT-based Architecture and Goal State Tracking for Reinforced Multi-Domain Dialog Systems. CoRR (2022)
Jiantao Xin, Wensen Xu, Yucheng Cai, Taotao Wang, Shengli Zhang, Peng Liu, Ziyang Guo, Jiajun Luo
Deep Learning Based MAC via Joint Channel Access and Rate Adaptation. VTC Spring (2022)
Hong Liu, Yucheng Cai, Zhijian Ou, Yi Huang, Junlan Feng
Building Markovian Generative Architectures Over Pretrained LM Backbones for Efficient Task-Oriented Dialog Systems. SLT (2022)
Yulin Shao, Yucheng Cai, Taotao Wang, Ziyang Guo, Peng Liu, Jiajun Luo, Deniz Gündüz
Learning-based Autonomous Channel Access in the Presence of Hidden Terminals. CoRR (2022)
Hong Liu, Yucheng Cai, Zhenru Lin, Zhijian Ou, Yi Huang, Junlan Feng
Variational Latent-State GPT for Semi-supervised Task-Oriented Dialog Systems. CoRR (2021)
Yucheng Cai, Zhuowen Yin, Kailing Guo, Xiangmin Xu
Pruning the Unimportant or Redundant Filters? Synergy Makes Better. IJCNN (2021)
Jiantao Xin, Wensen Xu, Yucheng Cai, Taotao Wang, Shengli Zhang, Peng Liu, Ziyang Guo, Jiajun Luo
Deep Learning for Intelligent Wireless MAC: Exploiting Real Data Sampled on 2.4GHz Frequency Band. CoRR (2021)