Siqi Bao

56 papers A* 3B 1Misc 1Journal 40Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Distributional Clarity: The Hidden Driver of RL-Friendliness in Large Language Models.
CoRR
Shaoning Sun, Mingzhu Cai, Huang He, Bingjin Chen, Siqi Bao, Yujiu Yang, Hua Wu, Haifeng Wang
2026 J jnl
MEnvAgent: Scalable Polyglot Environment Construction for Verifiable Software Engineering.
CoRR
Chuanzhe Guo, Jingjing Wu, Sijun He, Yang Chen, Zhaoqi Kuang, Shilong Fan, Bingjin Chen, Siqi Bao, Jing Liu, Hua Wu, Qingfu Zhu, Wanxiang Che, Haifeng Wang
2025 J jnl
ChessArena: A Chess Testbed for Evaluating Strategic Reasoning Capabilities of Large Language Models.
CoRR
Jincheng Liu, Sijun He, Jingjing Wu, Xiangsen Wang, Yang Chen, Zhaoqi Kuang, Siqi Bao, Yuan Yao
2025 J jnl
From Rankings to Insights: Evaluation Should Shift Focus from Leaderboard to Feedback.
CoRR
Zongqi Wang, Tianle Gu, Chen Gong, Xin Tian, Siqi Bao, Yujiu Yang
2025 J jnl
InfoFlow: Reinforcing Search Agent Via Reward Density Optimization.
CoRR
Kun Luo, Hongjin Qian, Zheng Liu, Ziyi Xia, Shitao Xiao, Siqi Bao, Jun Zhao, Kang Liu
2025 J jnl
Leveraging pharmacovigilance data to predict population-scale toxicity profiles of checkpoint inhibitor immunotherapy.
Nat. Comput. Sci.
Dongxue Yan, Siqi Bao, Zicheng Zhang, Jie Sun, Meng Zhou
2025 J jnl
MR
CoRR
Junjie Zhou, Ze Liu, Lei Xiong, Jin-Ge Yao, Yueze Wang, Shitao Xiao, Fenfen Lin, Miguel Hu Chen, Zhicheng Dou, Siqi Bao, Defu Lian, Yongping Xiong, Zheng Liu
2025 J jnl
ProxyAttn: Guided Sparse Attention via Representative Heads.
CoRR
Yixuan Wang, Huang He, Siqi Bao, Hua Wu, Haifeng Wang, Qingfu Zhu, Wanxiang Che
2025 J jnl
Retro*: Optimizing LLMs for Reasoning-Intensive Document Retrieval.
CoRR
Junwei Lan, Jianlyu Chen, Zheng Liu, Chaofan Li, Siqi Bao, Defu Lian
2024 J jnl
Learning to Select External Knowledge With Multi-Scale Negative Sampling.
IEEE ACM Trans. Audio Speech Lang. Process.
Huang He, Hua Lu, Siqi Bao, Fan Wang, Hua Wu, Zheng-Yu Niu, Haifeng Wang
2024 J jnl
Towards Building an Open-Domain Dialogue System Incorporated With Internet Memes.
IEEE ACM Trans. Audio Speech Lang. Process.
Hua Lu, Zhen Guo, Chanjuan Li, Yunyi Yang, Huang He, Siqi Bao
2023 — conf
Query Enhanced Knowledge-Intensive Conversation via Unsupervised Joint Modeling.
ACL (1)
Mingzhu Cai, Siqi Bao, Xin Tian, Huang He, Fan Wang, Hua Wu
2023 — conf
Towards Boosting the Open-Domain Chatbot with Human Feedback.
ACL (1)
Hua Lu, Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang
2022 J jnl
Deep learning-based advances and applications for single-cell RNA-sequencing data analysis.
Briefings Bioinform.
Siqi Bao, Ke Li, Congcong Yan, Zicheng Zhang, Jia Qu, Meng Zhou
2022 J jnl
PLATO-K: Internal and External Knowledge Enhanced Dialogue Generation.
CoRR
Siqi Bao, Huang He, Jun Xu, Hua Lu, Fan Wang, Hua Wu, Han Zhou, Wenquan Wu, Zheng-Yu Niu, Haifeng Wang
2022 — conf
PLATO-XL: Exploring the Large-scale Pre-training of Dialogue Generation.
AACL/IJCNLP (Findings)
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
2022 A* conf
Q-TOD: A Query-driven Task-oriented Dialogue System.
EMNLP
Xin Tian, Yingzhan Lin, Mengfei Song, Siqi Bao, Fan Wang, Huang He, Shuqi Sun, Hua Wu
2022 J jnl
Q-TOD: A Query-driven Task-oriented Dialogue System.
CoRR
Xin Tian, Yingzhan Lin, Mengfei Song, Siqi Bao, Fan Wang, Huang He, Shuqi Sun, Hua Wu
2022 J jnl
Query Enhanced Knowledge-Intensive Conversation via Unsupervised Joint Modeling.
CoRR
Mingzhu Cai, Siqi Bao, Xin Tian, Huang He, Fan Wang, Hua Wu
2022 J jnl
SINC: Service Information Augmented Open-Domain Conversation.
CoRR
Han Zhou, Xinchao Xu, Wenquan Wu, Zhengyu Niu, Hua Wu, Siqi Bao, Fan Wang, Haifeng Wang
2022 J jnl
Towards Boosting the Open-Domain Chatbot with Human Feedback.
CoRR
Hua Lu, Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang
2022 J jnl
Towards Building an Open-Domain Dialogue System Incorporated with Internet Memes.
CoRR
Hua Lu, Zhen Guo, Chanjuan Li, Yunyi Yang, Huang He, Siqi Bao
2021 J jnl
A Unified Pre-training Framework for Conversational AI.
CoRR
Siqi Bao, Bingjin Chen, Huang He, Xin Tian, Han Zhou, Fan Wang, Hua Wu, Haifeng Wang, Wenquan Wu, Yingzhan Lin
2021 J jnl
Amendable Generation for Dialogue State Tracking.
CoRR
Xin Tian, Liankai Huang, Yingzhan Lin, Siqi Bao, Huang He, Yunyi Yang, Hua Wu, Fan Wang, Shuqi Sun
2021 J jnl
Computational principles and practice for decoding immune contexture in the tumor microenvironment.
Briefings Bioinform.
Zicheng Zhang, Siqi Bao, Congcong Yan, Ping Hou, Meng Zhou, Jie Sun
2021 J jnl
Computational recognition of lncRNA signature of tumor-infiltrating B lymphocytes with potential implications in prognosis and immunotherapy of bladder cancer.
Briefings Bioinform.
Meng Zhou, Zicheng Zhang, Siqi Bao, Ping Hou, Congcong Yan, Jianzhong Su, Jie Sun
2021 — conf
Familia: A Configurable Topic Modeling Framework for Industrial Text Engineering.
DASFAA (3)
Di Jiang, Yuanfeng Song, Rongzhong Lian, Siqi Bao, Jinhua Peng, Huang He, Hua Wu, Chen Zhang, Lei Chen
2021 J jnl
Learning to Select External Knowledge with Multi-Scale Negative Sampling.
CoRR
Huang He, Hua Lu, Siqi Bao, Fan Wang, Hua Wu, Zhengyu Niu, Haifeng Wang
2021 J jnl
Machine learning-based integrative analysis of methylome and transcriptome identifies novel prognostic DNA methylation signature in uveal melanoma.
Briefings Bioinform.
Ping Hou, Siqi Bao, Dandan Fan, Congcong Yan, Jianzhong Su, Jia Qu, Meng Zhou
2021 J jnl
Mechanistically derived patient-level framework for precision medicine identifies a personalized immune prognostic signature in high-grade serous ovarian cancer.
Briefings Bioinform.
Hengqiang Zhao, Shanshan Gu, Siqi Bao, Congcong Yan, Zicheng Zhang, Ping Hou, Meng Zhou, Jie Sun
2021 — conf
PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum Learning.
ACL/IJCNLP (Findings)
Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang, Wenquan Wu, Zhen Guo, Zhibin Liu, Xinchao Xu
2021 J jnl
PLATO-XL: Exploring the Large-scale Pre-training of Dialogue Generation.
CoRR
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
2021 J jnl
TOD-DA: Towards Boosting the Robustness of Task-oriented Dialogue Modeling on Spoken Conversations.
CoRR
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
2020 J jnl
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.
Siqi Bao, Hengqiang Zhao, Jian Yuan, Dandan Fan, Zicheng Zhang, Jianzhong Su, Meng Zhou
2020 J jnl
PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum Learning.
CoRR
Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang, Wenquan Wu, Zhen Guo, Zhibin Liu, Xinchao Xu
2020 A* conf
PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable.
ACL
Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang
2020 A* conf
TopicOcean: An Ever-Increasing Topic Model With Meta-learning.
ICDM
Yuanfeng Song, Yongxin Tong, Siqi Bao, Di Jiang, Hua Wu, Raymond Chi-Wing Wong
2019 J jnl
3D Deep Affine-Invariant Shape Learning for Brain MR Image Segmentation.
CoRR
Zhou He, Siqi Bao, Albert C. S. Chung
2019 J jnl
DAL: Dual Adversarial Learning for Dialogue Generation.
CoRR
Shaobo Cui, Rongzhong Lian, Di Jiang, Yuanfeng Song, Siqi Bao, Yong Jiang
2019 — ed.
Information Processing in Medical Imaging - 26th International Conference, IPMI 2019, Hong Kong, China, June 2-7, 2019, Proceedings
IPMI
Albert C. S. Chung, James C. Gee, Paul A. Yushkevich, Siqi Bao
2019 — conf
Know More about Each Other: Evolving Dialogue Strategy via Compound Assessment.
ACL (1)
Siqi Bao, Huang He, Fan Wang, Rongzhong Lian, Hua Wu
2019 J jnl
Know More about Each Other: Evolving Dialogue Strategy via Compound Assessment.
CoRR
Siqi Bao, Huang He, Fan Wang, Rongzhong Lian, Hua Wu
2019 J jnl
PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable.
CoRR
Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang
2018 — conf
3D Deep Affine-Invariant Shape Learning for Brain MR Image Segmentation.
DLMIA/ML-CDS@MICCAI
Zhou He, Siqi Bao, Albert C. S. Chung
2018 J jnl
3D Randomized Connection Network With Graph-Based Label Inference.
IEEE Trans. Image Process.
Siqi Bao, Pei Wang, Tony C. W. Mok, Albert C. S. Chung
2018 J jnl
Familia: A Configurable Topic Modeling Framework for Industrial Text Engineering.
CoRR
Di Jiang, Yuanfeng Song, Rongzhong Lian, Siqi Bao, Jinhua Peng, Huang He, Hua Wu
2018 J jnl
Multi-scale structured CNN with label consistency for brain MR image segmentation.
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Siqi Bao, Albert C. S. Chung
2017 — conf
3D Randomized Connection Network with Graph-Based Inference.
DLMIA/ML-CDS@MICCAI
Siqi Bao, Pei Wang, Albert C. S. Chung
2017 J jnl
3D Randomized Connection Network with Graph-based Label Inference.
CoRR
Siqi Bao, Pei Wang, Tony C. W. Mok, Albert C. S. Chung
2017 J jnl
Familia: An Open-Source Toolkit for Industrial Topic Modeling.
CoRR
Di Jiang, Zeyu Chen, Rongzhong Lian, Siqi Bao, Chen Li
2017 J jnl
Feature Sensitive Label Fusion With Random Walker for Atlas-Based Image Segmentation.
IEEE Trans. Image Process.
Siqi Bao, Albert C. S. Chung
2016 Misc conf
A unified framework for atlas-based segmentation with forward deformation and label refinement.
ICASSP
Siqi Bao, Albert C. S. Chung
2016 — conf
Feature Sensitive Label Fusion with Random Walker for Atlas-Based Image Segmentation.
MICCAI (2)
Siqi Bao, Albert C. S. Chung
2016 J jnl
Feature Sensitive Label Fusion with Random Walker for Atlas-based Image Segmentation.
CoRR
Siqi Bao, Albert C. S. Chung
2016 B conf
Label inference encoded with local and global patch priors.
ICIP
Siqi Bao, Albert C. S. Chung
2014 — conf
Label Inference with Registration and Patch Priors.
MICCAI (1)
Siqi Bao, Albert C. S. Chung