Yongding Tao
Yongding Tao has 2 papers in our library, in 2026, most of them on Language models & pretraining, Code & programming languages; often with Xue Jiang, Yihong Dong, Zhi Jin.
OpenAlex · h-index 1 · 2 works · 1 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 10 times in our library · ⭐ Paper Stars ranking: #9856
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksInformation Systems · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workCode & programming languages · 1 work
Works by year
2020s
Papers
- RL-PLUS: Countering Capability Boundary Collapse of LLMs in Reinforcement Learning with Hybrid-policy Optimization (2026 · 6 citations)
RL-PLUS targets a known weakness of Reinforcement Learning with Verifiable Reward (RLVR). Standard on-policy training such as GRPO raises pass@1 but often lowers pass@k at large k. In other words, the tuned model solves fewer distinct problems than its base model, which the authors call capability boundary collapse.… - CODERL+: Improving Code Generation via Reinforcement with Execution Semantics Alignment (2026 · 5 citations)
LLMs learn code by predicting text, but whether a program is correct depends on how it behaves when run. RLVR methods try to close this gap by rewarding programs that pass tests. A single pass/fail bit, however, gives little guidance about subtle logic errors such as mistracked loop variables.
Co-authors here
- Xue Jiang ×2
- Yihong Dong ×2
- Zhi Jin ×2
- Binhua Li
- Fei Huang
- Ge Li
- Kechi Zhang
- Lili Mou
- Rongyu Cao
- Tian Wang
- Yingwei MA
Venues
Cited by
Updated
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