Saiyong Yang - RankMe

14 papers B 1C 1Journal 11Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Composition-RL: Compose Your Verifiable Prompts for Reinforcement Learning of Large Language Models. CoRR Xin Xu, Clive Bai, Kai Yang, Tianlong Chen, Yangkun Chen, Weijie Liu, Hao Chen, Yang Wang, Saiyong Yang, Can Yang
2026	J	`jnl`	Learning beyond Teacher: Generalized On-Policy Distillation with Reward Extrapolation. CoRR Wenkai Yang, Weijie Liu, Ruobing Xie, Kai Yang, Saiyong Yang, Yankai Lin
2026	J	`jnl`	ORBIT: On-policy Exploration-Exploitation for Controllable Multi-Budget Reasoning. CoRR Kun Liang, Clive Bai, Xin Xu, Chenming Tang, Sanwoo Lee, Weijie Liu, Saiyong Yang, Yunfang Wu
2026	J	`jnl`	Small Generalizable Prompt Predictive Models Can Steer Efficient RL Post-Training of Large Reasoning Models. CoRR Yun Qu, Qi Wang, Yixiu Mao, Heming Zou, Yuhang Jiang, Weijie Liu, Clive Bai, Kai Yang, Yangkun Chen, Saiyong Yang, Xiangyang Ji
2025	J	`jnl`	DRIVE: Data Curation Best Practices for Reinforcement Learning with Verifiable Reward in Competitive Code Generation. CoRR Speed Zhu, Jianwei Cai, Guang Chen, Lulu Wu, Saiyong Yang, Wiggin Zhou
2025	J	`jnl`	Do Not Step Into the Same River Twice: Learning to Reason from Trial and Error. CoRR Chenming Tang, Hsiu-Yuan Huang, Weijie Liu, Saiyong Yang, Yunfang Wu
2025	B	`conf`	Eliminating Retrieval Knowledge Conflicts: Cross-Validation Re-ranking with Large Language Models. IJCNN Qirui Wu, Lin Hai, Hai-Tao Zheng, Ruobing Xie, Saiyong Yang, Xingwu Sun, Zhanhui Kang, Hong-Gee Kim
2025	J	`jnl`	EntroPIC: Towards Stable Long-Term Training of LLMs via Entropy Stabilization with Proportional-Integral Control. CoRR Kai Yang, Xin Xu, Yangkun Chen, Weijie Liu, Jiafei Lyu, Zichuan Lin, Deheng Ye, Saiyong Yang
2025	J	`jnl`	LaSeR: Reinforcement Learning with Last-Token Self-Rewarding. CoRR Wenkai Yang, Weijie Liu, Ruobing Xie, Yiju Guo, Lulu Wu, Saiyong Yang, Yankai Lin
2025	—	`conf`	RAG-Targeted SFT Improves RAG-Enhanced Math Reasoning. NLPCC (2) Haiye Lin, Ruobing Xie, Hao Zhang, Wenjie Liang, Jin Xu, Ding Zhang, Jiale Wang, Hai-Tao Zheng, Yanfeng Chen, Saiyong Yang, Xingwu Sun, Zhanhui Kang
2025	J	`jnl`	Think Outside the Policy: In-Context Steered Policy Optimization. CoRR Hsiu-Yuan Huang, Chenming Tang, Weijie Liu, Saiyong Yang, Yunfang Wu
2025	J	`jnl`	Thinking-Free Policy Initialization Makes Distilled Reasoning Models More Effective and Efficient Reasoners. CoRR Xin Xu, Cliveb AI, Kai Yang, Tianhao Chen, Yang Wang, Saiyong Yang, Can Yang
2012	C	`conf`	A low-cost hand gesture human-computer interaction system. ICCE Leyuan Liu, Nong Sang, Saiyong Yang
2011	J	`jnl`	Real-time skin color detection under rapidly changing illumination conditions. IEEE Trans. Consumer Electron. Leyuan Liu, Nong Sang, Saiyong Yang, Rui Huang