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2020 – today
- 2025
[c9]Yucheng Cai, Ke Li, Yi Huang, Junlan Feng, Zhijian Ou:
Entriever: Energy-based Retriever for Knowledge-Grounded Dialog Systems. ACL (Findings) 2025: 21462-21474- [i13]Yucheng Cai, Ke Li, Yi Huang, Junlan Feng, Zhijian Ou:
Entriever: Energy-based Retriever for Knowledge-Grounded Dialog Systems. CoRR abs/2506.00585 (2025) - [i12]Yucheng Cai, Yuxuan Wu, Yi Huang, Junlan Feng, Zhijian Ou:
Knowledge Augmented Finetuning Matters in both RAG and Agent Based Dialog Systems. CoRR abs/2506.22852 (2025) - [i11]Hongyu Cao, Yuxuan Wu, Yucheng Cai, Xianyu Zhao, Zhijian Ou:
Improving End-to-End Training of Retrieval-Augmented Generation Models via Joint Stochastic Approximation. CoRR abs/2508.18168 (2025) - 2024
- [j3]Yan Li
, Xuerui Qi, Yucheng Cai, Yongchao Tian, Yan Zhu, Weixing Cao, Xiaohu Zhang:
A Rice Leaf Area Index Monitoring Method Based on the Fusion of Data from RGB Camera and Multi-Spectral Camera on an Inspection Robot. Remote. Sens. 16(24): 4725 (2024) - [j2]Yulin Shao, Yucheng Cai, Taotao Wang, Ziyang Guo, Peng Liu, Jianjun Luo, Deniz Gündüz:
Learning-Based Autonomous Channel Access in the Presence of Hidden Terminals. IEEE Trans. Mob. Comput. 23(5): 3680-3695 (2024) - [c8]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: 17042-17061 - [c7]Yucheng Cai, Si Chen, Yuxuan Wu, Yi Huang, Junlan Feng, Zhijian Ou:
The 2nd Futuredial Challenge: Dialog Systems With Retrieval Augmented Generation (Futuredial-RAG). SLT 2024: 1091-1098 - [i10]Yucheng Cai, Si Chen, Yi Huang, Junlan Feng, Zhijian Ou:
The 2nd FutureDial Challenge: Dialog Systems with Retrieval Augmented Generation (FutureDial-RAG). CoRR abs/2405.13084 (2024) - 2023
- [j1]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: 970-984 (2023) - [c6]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: 1-8 - [c5]Yucheng Cai, Hong Liu, Zhijian Ou, Yi Huang, Junlan Feng:
Knowledge-Retrieval Task-Oriented Dialog Systems with Semi-Supervision. INTERSPEECH 2023: 4673-4677 - [i9]Yucheng Cai, Hong Liu, Zhijian Ou, Yi Huang, Junlan Feng:
Knowledge-Retrieval Task-Oriented Dialog Systems with Semi-Supervision. CoRR abs/2305.13199 (2023) - [i8]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 abs/2309.11065 (2023) - [i7]Hong Liu, Yucheng Cai, Yuan Zhou, Zhijian Ou, Yi Huang, Junlan Feng:
Prompt Pool based Class-Incremental Continual Learning for Dialog State Tracking. CoRR abs/2311.10271 (2023) - 2022
- [c4]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: 456-467 - [c3]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: 382-389 - [c2]Jiantao Xin, Wensen Xu, Yucheng Cai, Taotao Wang, Shengli Zhang, Peng Liu, Ziyang Guo, Jianjun Luo:
Deep Learning Based MAC via Joint Channel Access and Rate Adaptation. VTC Spring 2022: 1-7 - [i6]Hong Liu, Yucheng Cai, Zhijian Ou, Yi Huang, Junlan Feng:
Revisiting Markovian Generative Architectures for Efficient Task-Oriented Dialog Systems. CoRR abs/2204.06452 (2022) - [i5]Yulin Shao, Yucheng Cai, Taotao Wang, Ziyang Guo, Peng Liu, Jianjun Luo, Deniz Gündüz:
Learning-based Autonomous Channel Access in the Presence of Hidden Terminals. CoRR abs/2207.03605 (2022) - [i4]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 abs/2207.12235 (2022) - [i3]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 abs/2210.08692 (2022) - 2021
- [c1]Yucheng Cai, Zhuowen Yin, Kailing Guo, Xiangmin Xu:
Pruning the Unimportant or Redundant Filters? Synergy Makes Better. IJCNN 2021: 1-8 - [i2]Jiantao Xin, Wensen Xu, Yucheng Cai, Taotao Wang, Shengli Zhang, Peng Liu, Ziyang Guo, Jianjun Luo:
Deep Learning for Intelligent Wireless MAC: Exploiting Real Data Sampled on 2.4GHz Frequency Band. CoRR abs/2106.10307 (2021) - [i1]Hong Liu, Yucheng Cai, Zhenru Lin, Zhijian Ou, Yi Huang, Junlan Feng:
Variational Latent-State GPT for Semi-supervised Task-Oriented Dialog Systems. CoRR abs/2109.04314 (2021)
Coauthor Index
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