Minghua Ma
6 papers · 2024–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π§
Keyword Pioneer
π
Conference Polyglot
(3)
π
Cross-Pollinator
(10)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(15)
Conferences
ACL (4)
COLING (1)
NAACL (1)
Top co-authors
Keywords
reinforcement learning
(1)
decision making
(1)
hierarchical planning
(1)
prompt engineering
(1)
chain-of-thought reasoning
(1)
instruction following
(1)
monte carlo tree search
(1)
reward hacking
(1)
vision-language model
(1)
supervised fine-tuning
(1)
task automation
(1)
large vision-language model
(1)
out-of-domain generalization
(1)
model acceleration
(1)
structured pruning
(1)
parameter compression
(1)
loss weighting
(1)
pareto optimal
(1)
agent system
(1)
model compression
(1)
Papers
PARIF: Pushing the Pareto Frontier of Instruction Following and Reasoning with Curriculum Reinforcement Learning
ACL 2026
Learning from Mistakes: Negative Reasoning Samples Enhance Out-of-Domain Generalization
ACL 2026
EffiVLM-BENCH: A Comprehensive Benchmark for Evaluating Training-Free Acceleration in Large Vision-Language Models
ACL 2025
CFSP: An Efficient Structured Pruning Framework for LLMs with Coarse-to-Fine Activation Information
COLING 2025
UFO: A UI-Focused Agent for Windows OS Interaction
NAACL 2025
Everything of Thoughts: Defying the Law of Penrose Triangle for Thought Generation
ACL 2024