Wu Ning
4 papers · 2025–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🗺️
Taxonomy Completionist
(13)
👥
Mega-Team · Squad
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Research topics
Keywords
large language model
(2)
reinforcement learning
(2)
mathematical reasoning
(1)
knowledge distillation
(1)
chain-of-thought reasoning
(1)
preference optimization
(1)
language model evaluation
(1)
instruction following
(1)
synthetic data generation
(1)
monte carlo tree search
(1)
ensemble method
(1)
reward hacking
(1)
language model
(1)
tool use
(1)
complex reasoning
(1)
tool learning
(1)
chain of thought
(1)
function calling
(1)
inference-time computation
(1)
api call
(1)
Papers
TinyJudge: Unverifiable Constraint Alignment via Lightweight Specialist Ensembles
ACL 2026
iTool: Reinforced Fine-Tuning with Dynamic Deficiency Calibration for Advanced Tool Use
EMNLP 2025
Step Guided Reasoning: Improving Mathematical Reasoning using Guidance Generation and Step Reasoning
EMNLP 2025
ToolACE: Winning the Points of LLM Function Calling
ICLR 2025