Qingyu Ren
4 papers · 2025–2026 · 2 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(2)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(12)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
ACL (3)
EMNLP (1)
Top co-authors
Keywords
large language model
(3)
instruction following
(3)
curriculum learning
(1)
direct preference optimization
(1)
attention mechanism
(1)
chain-of-thought reasoning
(1)
reward model
(1)
position bia
(1)
constraint decomposition
(1)
confidence estimation
(1)
soft constraint
(1)
self-supervised reinforcement learning
(1)
confidence-aware reasoning
(1)
ppo training
(1)
reasoning capabilities
(1)
multi-constraint instruction
(1)
reinforcement learning
(1)
stem reasoning
(1)
reward modeling
(1)
Papers
Instructions are all you need: Self-supervised Reinforcement Learning for Instruction Following
ACL 2026
Order Matters: Investigate the Position Bias in Multi-constraint Instruction Following
ACL 2025
Step-by-Step Mastery: Enhancing Soft Constraint Following Ability of Large Language Models
ACL 2025
Beyond Correctness: Confidence-Aware Reward Modeling for Enhancing Large Language Model Reasoning
EMNLP 2025