Qingyang Li
7 papers · 2014–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI
(4)
Learning Types · Machine Learning
(4)
Deep Learning
(3)
Learning Types · Deep Learning
(3)
Reinforcement Learning
(2)
Core Methods
(2)
Methods
(2)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Application Areas
(1)
Learning Paradigms
(1)
Optimization & Theory
(1)
Representation
(1)
Keywords
prompt engineering
(2)
large language model
(2)
offline reinforcement learning
(1)
mathematical reasoning
(1)
preference learning
(1)
self-agreement
(1)
centroid-based clustering
(1)
resource allocation
(1)
dialogue generation
(1)
preference optimization
(1)
policy learning
(1)
reinforcement learning from human feedback
(1)
markov decision process
(1)
model-based reinforcement learning
(1)
linear programming
(1)
language model reasoning
(1)
policy gradient
(1)
clustering algorithm
(1)
bias mitigation
(1)
reinforcement learning
(1)
Papers
SPPD: Self-training with Process Preference Learning Using Dynamic Value Margin
EMNLP 2025
Towards Reward Fairness in RLHF: From a Resource Allocation Perspective
ACL 2025
Just Ask One More Time! Self-Agreement Improves Reasoning of Language Models in (Almost) All Scenarios
ACL 2024
MoCoKGC: Momentum Contrast Entity Encoding for Knowledge Graph Completion
EMNLP 2024
Synthetic Dialogue Dataset Generation using LLM Agents
EMNLP 2023
Offline Model-based Adaptable Policy Learning
NeurIPS 2021
A Highly Scalable Parallel Algorithm for Isotropic Total Variation Models
ICML 2014