Siyuan Guo - RankMe

14 papers A* 3Journal 10Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Instructed Diffuser With Temporal Condition Guidance for Offline Reinforcement Learning. IEEE Trans. Pattern Anal. Mach. Intell. Jifeng Hu, Yanchao Sun, Sili Huang, Siyuan Guo, Hechang Chen, Li Shen, Lichao Sun, Yi Chang, Dacheng Tao
2025	J	`jnl`	Decision Flow Policy Optimization. CoRR Jifeng Hu, Sili Huang, Siyuan Guo, Zhaogeng Liu, Li Shen, Lichao Sun, Hechang Chen, Yi Chang, Dacheng Tao
2025	—	`conf`	Optimizing Case-Based Reasoning System for Functional Test Script Generation with Large Language Models. KDD (2) Siyuan Guo, Huiwu Liu, Xiaolong Chen, Yuming Xie, Liang Zhang, Tao Han, Hechang Chen, Yi Chang, Jun Wang
2025	J	`jnl`	Optimizing Case-Based Reasoning System for Functional Test Script Generation with Large Language Models. CoRR Siyuan Guo, Huiwu Liu, Xiaolong Chen, Yuming Xie, Liang Zhang, Tao Han, Hechang Chen, Yi Chang, Jun Wang
2024	A*	`conf`	DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning. ICML Siyuan Guo, Cheng Deng, Ying Wen, Hechang Chen, Yi Chang, Jun Wang
2024	J	`jnl`	DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning. CoRR Siyuan Guo, Cheng Deng, Ying Wen, Hechang Chen, Yi Chang, Jun Wang
2024	J	`jnl`	Sample Efficient Offline-to-Online Reinforcement Learning. IEEE Trans. Knowl. Data Eng. Siyuan Guo, Lixin Zou, Hechang Chen, Bohao Qu, Haotian Chi, Philip S. Yu, Yi Chang
2023	J	`jnl`	A Simple Unified Uncertainty-Guided Framework for Offline-to-Online Reinforcement Learning. CoRR Siyuan Guo, Yanchao Sun, Jifeng Hu, Sili Huang, Hechang Chen, Haiyin Piao, Lichao Sun, Yi Chang
2023	J	`jnl`	Instructed Diffuser with Temporal Condition Guidance for Offline Reinforcement Learning. CoRR Jifeng Hu, Yanchao Sun, Sili Huang, Siyuan Guo, Hechang Chen, Li Shen, Lichao Sun, Yi Chang, Dacheng Tao
2023	J	`jnl`	Learning Generalizable Agents via Saliency-Guided Features Decorrelation. CoRR Sili Huang, Yanchao Sun, Jifeng Hu, Siyuan Guo, Hechang Chen, Yi Chang, Lichao Sun, Bo Yang
2023	A*	`conf`	Learning Generalizable Agents via Saliency-guided Features Decorrelation. NeurIPS Sili Huang, Yanchao Sun, Jifeng Hu, Siyuan Guo, Hechang Chen, Yi Chang, Lichao Sun, Bo Yang
2021	A*	`conf`	Enhanced Doubly Robust Learning for Debiasing Post-Click Conversion Rate Estimation. SIGIR Siyuan Guo, Lixin Zou, Yiding Liu, Wenwen Ye, Suqi Cheng, Shuaiqiang Wang, Hechang Chen, Dawei Yin, Yi Chang
2021	J	`jnl`	Enhanced Doubly Robust Learning for Debiasing Post-click Conversion Rate Estimation. CoRR Siyuan Guo, Lixin Zou, Yiding Liu, Wenwen Ye, Suqi Cheng, Shuaiqiang Wang, Hechang Chen, Dawei Yin, Yi Chang
2021	J	`jnl`	TAERT: Triple-Attentional Explainable Recommendation with Temporal Convolutional Network. Inf. Sci. Siyuan Guo, Ying Wang, Hao Yuan, Zeyu Huang, Jianwei Chen, Xin Wang