Liangyu Huo
7 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(22)
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The Questioner
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(6)
Machine Learning
(5)
Deep Learning
(3)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Architectures
(1)
Learning Paradigms
(1)
Methods
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
reinforcement learning
(2)
reward modeling
(1)
few-shot learning
(1)
imitation learning
(1)
transfer learning
(1)
curriculum learning
(1)
preference learning
(1)
model architecture
(1)
dynamic routing
(1)
adaptive sampling
(1)
reinforcement learning from human feedback
(1)
reward function
(1)
preference modeling
(1)
adversarial defense
(1)
bias mitigation
(1)
mixture of expert
(1)
multi-objective reinforcement learning
(1)
feed-forward network
(1)
pre-trained language model
(1)
retrieval-augmented generation
(1)
Papers
Beware of Reasoning Overconfidence: Pitfalls in the Reasoning Process for Multi-solution Tasks
AAAI 2026
LCR-RAG: Enhancing Logical Consistency in Retrieval-Augmented Generation via Neuro-symbolic Reinforcement Learning
ACL 2026
MRACL: Multi-Reward Space Guided Adaptive Curriculum Reinforcement Learning for LLMs
AAAI 2026
Beyond Excess and Deficiency: Adaptive Length Bias Mitigation in Reward Models for RLHF
NAACL 2025
How does Architecture Influence the Base Capabilities of Pre-trained Language Models? A Case Study Based on FFN-Wider and MoE Transformers
NeurIPS 2024
MoGU: A Framework for Enhancing Safety of LLMs While Preserving Their Usability
NeurIPS 2024
Learning Noise-Induced Reward Functions for Surpassing Demonstrations in Imitation Learning
AAAI 2023