Siqi Bao

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 45

Top Topics

Brain Mr Image Segmentation

Dialogue System

Top Venues

Briefings Bioinform.

DLMIA/ML-CDS@MICCAI

Publications

Hua Lu, Zhen Guo, Chanjuan Li, Yunyi Yang, Huang He, Siqi Bao
Towards Building an Open-Domain Dialogue System Incorporated With Internet Memes. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Huang He, Hua Lu, Siqi Bao, Fan Wang, Hua Wu, Zheng-Yu Niu, Haifeng Wang
Learning to Select External Knowledge With Multi-Scale Negative Sampling. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Mingzhu Cai, Siqi Bao, Xin Tian, Huang He, Fan Wang, Hua Wu
Query Enhanced Knowledge-Intensive Conversation via Unsupervised Joint Modeling. ACL (1) (2023)
Hua Lu, Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang
Towards Boosting the Open-Domain Chatbot with Human Feedback. ACL (1) (2023)
Mingzhu Cai, Siqi Bao, Xin Tian, Huang He, Fan Wang, Hua Wu
Query Enhanced Knowledge-Intensive Conversation via Unsupervised Joint Modeling. CoRR (2022)
Siqi Bao, Ke Li, Congcong Yan, Zicheng Zhang, Jia Qu, Meng Zhou
Deep learning-based advances and applications for single-cell RNA-sequencing data analysis. Briefings Bioinform. 23 (1) (2022)
Xin Tian, Yingzhan Lin, Mengfei Song, Siqi Bao, Fan Wang, Huang He, Shuqi Sun, Hua Wu
Q-TOD: A Query-driven Task-oriented Dialogue System. CoRR (2022)
Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang, Wenquan Wu, Zhihua Wu, Zhen Guo, Hua Lu, Xinxian Huang, Xin Tian, Xinchao Xu, Yingzhan Lin, Zheng-Yu Niu
PLATO-XL: Exploring the Large-scale Pre-training of Dialogue Generation. AACL/IJCNLP (Findings) (2022)
Xin Tian, Yingzhan Lin, Mengfei Song, Siqi Bao, Fan Wang, Huang He, Shuqi Sun, Hua Wu
Q-TOD: A Query-driven Task-oriented Dialogue System. EMNLP (2022)
Hua Lu, Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang
Towards Boosting the Open-Domain Chatbot with Human Feedback. CoRR (2022)
Han Zhou, Xinchao Xu, Wenquan Wu, Zhengyu Niu, Hua Wu, Siqi Bao, Fan Wang, Haifeng Wang
SINC: Service Information Augmented Open-Domain Conversation. CoRR (2022)
Hua Lu, Zhen Guo, Chanjuan Li, Yunyi Yang, Huang He, Siqi Bao
Towards Building an Open-Domain Dialogue System Incorporated with Internet Memes. CoRR (2022)
Siqi Bao, Huang He, Jun Xu, Hua Lu, Fan Wang, Hua Wu, Han Zhou, Wenquan Wu, Zheng-Yu Niu, Haifeng Wang
PLATO-K: Internal and External Knowledge Enhanced Dialogue Generation. CoRR (2022)
Ping Hou, Siqi Bao, Dandan Fan, Congcong Yan, Jianzhong Su, Jia Qu, Meng Zhou
Machine learning-based integrative analysis of methylome and transcriptome identifies novel prognostic DNA methylation signature in uveal melanoma. Briefings Bioinform. 22 (4) (2021)
Huang He, Hua Lu, Siqi Bao, Fan Wang, Hua Wu, Zhengyu Niu, Haifeng Wang
Learning to Select External Knowledge with Multi-Scale Negative Sampling. CoRR (2021)
Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang, Wenquan Wu, Zhen Guo, Zhibin Liu, Xinchao Xu
PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum Learning. ACL/IJCNLP (Findings) (2021)
Xin Tian, Xinxian Huang, Dongfeng He, Yingzhan Lin, Siqi Bao, Huang He, Liankai Huang, Qiang Ju, Xiyuan Zhang, Jian Xie, Shuqi Sun, Fan Wang, Hua Wu, Haifeng Wang
TOD-DA: Towards Boosting the Robustness of Task-oriented Dialogue Modeling on Spoken Conversations. CoRR (2021)
Hengqiang Zhao, Shanshan Gu, Siqi Bao, Congcong Yan, Zicheng Zhang, Ping Hou, Meng Zhou, Jie Sun
Mechanistically derived patient-level framework for precision medicine identifies a personalized immune prognostic signature in high-grade serous ovarian cancer. Briefings Bioinform. 22 (3) (2021)
Zicheng Zhang, Siqi Bao, Congcong Yan, Ping Hou, Meng Zhou, Jie Sun
Computational principles and practice for decoding immune contexture in the tumor microenvironment. Briefings Bioinform. 22 (3) (2021)
Xin Tian, Liankai Huang, Yingzhan Lin, Siqi Bao, Huang He, Yunyi Yang, Hua Wu, Fan Wang, Shuqi Sun
Amendable Generation for Dialogue State Tracking. CoRR (2021)
Meng Zhou, Zicheng Zhang, Siqi Bao, Ping Hou, Congcong Yan, Jianzhong Su, Jie Sun
Computational recognition of lncRNA signature of tumor-infiltrating B lymphocytes with potential implications in prognosis and immunotherapy of bladder cancer. Briefings Bioinform. 22 (3) (2021)
Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang, Wenquan Wu, Zhihua Wu, Zhen Guo, Hua Lu, Xinxian Huang, Xin Tian, Xinchao Xu, Yingzhan Lin, Zhengyu Niu
PLATO-XL: Exploring the Large-scale Pre-training of Dialogue Generation. CoRR (2021)
Di Jiang, Yuanfeng Song, Rongzhong Lian, Siqi Bao, Jinhua Peng, Huang He, Hua Wu, Chen Zhang, Lei Chen
Familia: A Configurable Topic Modeling Framework for Industrial Text Engineering. DASFAA (3) (2021)
Siqi Bao, Bingjin Chen, Huang He, Xin Tian, Han Zhou, Fan Wang, Hua Wu, Haifeng Wang, Wenquan Wu, Yingzhan Lin
A Unified Pre-training Framework for Conversational AI. CoRR (2021)
Siqi Bao, Hengqiang Zhao, Jian Yuan, Dandan Fan, Zicheng Zhang, Jianzhong Su, Meng Zhou
Computational identification of mutator-derived lncRNA signatures of genome instability for improving the clinical outcome of cancers: a case study in breast cancer. Briefings Bioinform. 21 (5) (2020)
Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang
PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable. ACL (2020)
Yuanfeng Song, Yongxin Tong, Siqi Bao, Di Jiang, Hua Wu, Raymond Chi-Wing Wong
TopicOcean: An Ever-Increasing Topic Model With Meta-learning. ICDM (2020)
Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang, Wenquan Wu, Zhen Guo, Zhibin Liu, Xinchao Xu
PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum Learning. CoRR (2020)
Shaobo Cui, Rongzhong Lian, Di Jiang, Yuanfeng Song, Siqi Bao, Yong Jiang
DAL: Dual Adversarial Learning for Dialogue Generation. CoRR (2019)
Siqi Bao, Huang He, Fan Wang, Rongzhong Lian, Hua Wu
Know More about Each Other: Evolving Dialogue Strategy via Compound Assessment. ACL (1) (2019)
Zhou He, Siqi Bao, Albert C. S. Chung
3D Deep Affine-Invariant Shape Learning for Brain MR Image Segmentation. CoRR (2019)
Siqi Bao, Huang He, Fan Wang, Rongzhong Lian, Hua Wu
Know More about Each Other: Evolving Dialogue Strategy via Compound Assessment. CoRR (2019)
Siqi Bao, Huang He, Fan Wang, Hua Wu
PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable. CoRR (2019)
Di Jiang, Yuanfeng Song, Rongzhong Lian, Siqi Bao, Jinhua Peng, Huang He, Hua Wu
Familia: A Configurable Topic Modeling Framework for Industrial Text Engineering. CoRR (2018)
Siqi Bao, Albert C. S. Chung
Multi-scale structured CNN with label consistency for brain MR image segmentation. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 6 (1) (2018)
Zhou He, Siqi Bao, Albert C. S. Chung
3D Deep Affine-Invariant Shape Learning for Brain MR Image Segmentation. DLMIA/ML-CDS@MICCAI (2018)
Siqi Bao, Pei Wang, Tony C. W. Mok, Albert C. S. Chung
3D Randomized Connection Network With Graph-Based Label Inference. IEEE Trans. Image Process. 27 (8) (2018)
Di Jiang, Zeyu Chen, Rongzhong Lian, Siqi Bao, Chen Li
Familia: An Open-Source Toolkit for Industrial Topic Modeling. CoRR (2017)
Siqi Bao, Albert C. S. Chung
Feature Sensitive Label Fusion With Random Walker for Atlas-Based Image Segmentation. IEEE Trans. Image Process. 26 (6) (2017)
Siqi Bao, Pei Wang, Tony C. W. Mok, Albert C. S. Chung
3D Randomized Connection Network with Graph-based Label Inference. CoRR (2017)
Siqi Bao, Pei Wang, Albert C. S. Chung
3D Randomized Connection Network with Graph-Based Inference. DLMIA/ML-CDS@MICCAI (2017)
Siqi Bao, Albert C. S. Chung
Feature Sensitive Label Fusion with Random Walker for Atlas-based Image Segmentation. CoRR (2016)
Siqi Bao, Albert C. S. Chung
Feature Sensitive Label Fusion with Random Walker for Atlas-Based Image Segmentation. MICCAI (2) (2016)
Siqi Bao, Albert C. S. Chung
A unified framework for atlas-based segmentation with forward deformation and label refinement. ICASSP (2016)
Siqi Bao, Albert C. S. Chung
Label inference encoded with local and global patch priors. ICIP (2016)
Siqi Bao, Albert C. S. Chung
Label Inference with Registration and Patch Priors. MICCAI (1) (2014)