Qingyu Ren

4 papers · 2025–2026 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14)

Venues

ACL (3) EMNLP (1)

Top co-authors

Fei Yu (3) Qianyu He (3) Jiaqing Liang (3) Yanghua Xiao (3) Zeye Sun (3) Jie Zeng (3) Weikang Zhou (2) Powei Chang (1) Shanzhe Lei (1) Qianxi He (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Core AI (3) Learning Types · Machine Learning (2) Optimization & Theory (2) Deep Learning (1) Natural Language Processing (1) Core Methods (1) Learning Paradigms (1) Learning Types · Deep Learning (1) Models (1) Resources & Methods (1)

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 Beyond Correctness: Confidence-Aware Reward Modeling for Enhancing Large Language Model Reasoning EMNLP 2025 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