Yinya Huang
Scholar

Yinya Huang

Google Scholar ID: dWStaRIAAAAJ
Postdoc Fellow at ETH AI Center, ETH Zürich; Prev. CityU Hong Kong, SYSU
AI for MathAI for ScienceReliable Machine LearningLLMsNLP
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Citations & Impact
All-time
Citations
541
 
H-index
13
 
i10-index
15
 
Publications
20
 
Co-authors
21
list available
Contact
No contact links provided.
Publications
13 items
DeReason: A Difficulty-Aware Curriculum Improves Decoupled SFT-then-RL Training for General Reasoning
2026
Cited
0
Accordion-Thinking: Self-Regulated Step Summaries for Efficient and Readable LLM Reasoning
2026
Cited
0
Uncovering Hidden Correctness in LLM Causal Reasoning via Symbolic Verification
2026
Cited
0
Aligning Perception, Reasoning, Modeling and Interaction: A Survey on Physical AI
2025
Cited
0
Critique to Verify: Accurate and Honest Test-Time Scaling with RL-Trained Verifiers
2025
Cited
0
Beyond Memorization: Reasoning-Driven Synthesis as a Mitigation Strategy Against Benchmark Contamination
2025
Cited
0
Lean Meets Theoretical Computer Science: Scalable Synthesis of Theorem Proving Challenges in Formal-Informal Pairs
2025
Cited
0
Depth-Breadth Synergy in RLVR: Unlocking LLM Reasoning Gains with Adaptive Exploration
2025
Cited
0
Resume (English only)
Co-authors
21 total
Xiaodan Liang
Xiaodan Liang
Professor of Computer Science, Sun Yat-sen University, MBZUAI, CMU, NUS
QingXing Cao
QingXing Cao
Sun Yat-sen University
Co-author 3
Co-author 3
Co-author 4
Co-author 4
Co-author 5
Co-author 5
Jing Xiong
Jing Xiong
The University of Hong Kong
Zhijiang Guo
Zhijiang Guo
HKUST (GZ) | HKUST
Zhenguo Li
Zhenguo Li
Huawei Noah's Ark Lab, Columbia, CUHK, PKU