Guanhua Huang
6 papers · 2023–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (17) 👥 Mega-Team · Squad 🧭 Keyword Pioneer
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The Questioner
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(5)
Deep Learning
(4)
Machine Learning
(4)
Learning Types · Deep Learning
(3)
Natural Language Processing
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Reinforcement Learning
(1)
Applications
(1)
Generation · Computer Vision
(1)
Generation · Natural Language Processing
(1)
Methods
(1)
Techniques
(1)
Keywords
reinforcement learning
(3)
large language model
(2)
text classification
(1)
policy gradient
(1)
information retrieval
(1)
policy learning
(1)
sharpness-aware minimization
(1)
neural network optimization
(1)
iterative refinement
(1)
adversarial attack
(1)
adversarial perturbation
(1)
implicit regularization
(1)
model convergence
(1)
next-token prediction
(1)
language model agent
(1)
tool use
(1)
memory system
(1)
expert consultation
(1)
continual pre-training
(1)
tool usage
(1)
Papers
Reinforcement Learning on Pre-Training Data
ACL 2026
PaSa: An LLM Agent for Comprehensive Academic Paper Search
ACL 2025
AGILE: A Novel Reinforcement Learning Framework of LLM Agents
NeurIPS 2024
Are AI-Generated Text Detectors Robust to Adversarial Perturbations?
ACL 2024
Improving Generalization and Convergence by Enhancing Implicit Regularization
NeurIPS 2024
An Iteratively Parallel Generation Method with the Pre-Filling Strategy for Document-level Event Extraction
EMNLP 2023