Haoling Li
7 papers · 2024–2025 · 7 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(20)
⚡
Prolific Year · Productive
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Deep Learning
(4)
Core AI
(4)
Natural Language Processing
(3)
Learning Types
(3)
Optimization & Theory · Machine Learning
(3)
Optimization & Theory · Deep Learning
(3)
Computer Science
(2)
Application Areas
(2)
Applications
(2)
Learning Paradigms
(2)
Models
(2)
Resources & Methods
(2)
Computer Vision
(1)
Keywords
large language model
(2)
code generation
(2)
neural network pruning
(1)
catastrophic forgetting
(1)
image generation
(1)
domain adaptation
(1)
preference learning
(1)
diffusion model
(1)
direct preference optimization
(1)
gradient-based optimization
(1)
flow matching
(1)
parameter selection
(1)
neural network optimization
(1)
instruction tuning
(1)
continual learning
(1)
language model
(1)
state-of-the-art performance
(1)
scaling law
(1)
parameter-efficient tuning
(1)
model compression
(1)
Papers
Enhancing Large Language Model Performance with Gradient-Based Parameter Selection
AAAI 2025
EpiCoder: Encompassing Diversity and Complexity in Code Generation
ICML 2025
ProReflow: Progressive Reflow with Decomposed Velocity
CVPR 2025
Teaching Your Models to Understand Code via Focal Preference Alignment
EMNLP 2025
Velocitune: A Velocity-based Dynamic Domain Reweighting Method for Continual Pre-training
ACL 2025
InsCL: A Data-efficient Continual Learning Paradigm for Fine-tuning Large Language Models with Instructions
NAACL 2024
On the Evaluation Consistency of Attribution-based Explanations
ECCV 2024