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2020 – today
- 2026
[i7]Kun Liang, Clive Bai, Xin Xu, Chenming Tang, Sanwoo Lee, Weijie Liu, Saiyong Yang, Yunfang Wu:
ORBIT: On-policy Exploration-Exploitation for Controllable Multi-Budget Reasoning. CoRR abs/2601.08310 (2026)- 2025
- [c3]Qirui Wu, Lin Hai, Hai-Tao Zheng, Ruobing Xie, Saiyong Yang, Xingwu Sun, Zhanhui Kang, Hong-Gee Kim:
Eliminating Retrieval Knowledge Conflicts: Cross-Validation Re-ranking with Large Language Models. IJCNN 2025: 1-8 - [c2]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:
RAG-Targeted SFT Improves RAG-Enhanced Math Reasoning. NLPCC (2) 2025: 313-324 - [i6]Xin Xu, Cliveb AI, Kai Yang, Tianhao Chen, Yang Wang, Saiyong Yang, Can Yang:
Thinking-Free Policy Initialization Makes Distilled Reasoning Models More Effective and Efficient Reasoners. CoRR abs/2509.26226 (2025) - [i5]Wenkai Yang, Weijie Liu, Ruobing Xie, Yiju Guo, Lulu Wu, Saiyong Yang, Yankai Lin:
LaSeR: Reinforcement Learning with Last-Token Self-Rewarding. CoRR abs/2510.14943 (2025) - [i4]Chenming Tang, Hsiu-Yuan Huang, Weijie Liu, Saiyong Yang, Yunfang Wu:
Do Not Step Into the Same River Twice: Learning to Reason from Trial and Error. CoRR abs/2510.26109 (2025) - [i3]Hsiu-Yuan Huang, Chenming Tang, Weijie Liu, Saiyong Yang, Yunfang Wu:
Think Outside the Policy: In-Context Steered Policy Optimization. CoRR abs/2510.26519 (2025) - [i2]Speed Zhu, Jianwei Cai, Guang Chen, Lulu Wu, Saiyong Yang, Wiggin Zhou:
DRIVE: Data Curation Best Practices for Reinforcement Learning with Verifiable Reward in Competitive Code Generation. CoRR abs/2511.06307 (2025) - [i1]Kai Yang, Xin Xu, Yangkun Chen, Weijie Liu, Jiafei Lyu, Zichuan Lin, Deheng Ye, Saiyong Yang:
EntroPIC: Towards Stable Long-Term Training of LLMs via Entropy Stabilization with Proportional-Integral Control. CoRR abs/2511.15248 (2025)
2010 – 2019
- 2012
- [c1]Leyuan Liu, Nong Sang, Saiyong Yang:
A low-cost hand gesture human-computer interaction system. ICCE 2012: 299-300 - 2011
- [j1]Leyuan Liu, Nong Sang, Saiyong Yang, Rui Huang:
Real-time skin color detection under rapidly changing illumination conditions. IEEE Trans. Consumer Electron. 57(3): 1295-1302 (2011)
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