Yibin Wang
14 papers · 2023–2026 · 9 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (37) 🏆 Grand Slam 🗃️ Keyword Collector (83)
⚡
Prolific Year · Productive
🌈
Renaissance Researcher
(5)
💎
Century Club · Bronze
Top co-authors
Research topics
Deep Learning
(12)
Machine Learning
(10)
Artificial Intelligence
(8)
Core AI
(8)
Application Areas
(5)
Computer Vision
(4)
Architectures
(4)
Models
(4)
Core Methods
(3)
Learning Types · Deep Learning
(3)
Learning Types · Machine Learning
(3)
Optimization & Theory · Machine Learning
(3)
Optimization & Theory · Deep Learning
(3)
Natural Language Processing
(2)
Domain-Specific
(2)
Keywords
large language model
(6)
low-rank adaptation
(3)
model compression
(3)
diffusion model
(3)
conditional generation
(2)
bayesian inference
(1)
bayesian learning
(1)
reinforcement learning
(1)
uncertainty quantification
(1)
parameter estimation
(1)
graph representation learning
(1)
text-to-image synthesis
(1)
image fusion
(1)
preference alignment
(1)
image generation
(1)
text-to-image generation
(1)
semantic scene
(1)
embedding space
(1)
out-of-distribution generalization
(1)
image synthesis
(1)
Papers
Fine-Grained GRPO for Precise Preference Alignment in Flow Models
CVPR 2026
MeepleLM: A Virtual Playtester Simulating Diverse Subjective Experiences
ACL 2026
DreamText: High Fidelity Scene Text Synthesis
CVPR 2025
Dynamic Operator Optimization for Efficient Multi-Tenant LoRA Model Serving
AAAI 2025
InMind: Evaluating LLMs in Capturing and Applying Individual Human Reasoning Styles
EMNLP 2025
Laboring on less labors: RPCA Paradigm for Pan-sharpening
ICCV 2025
QPruner: Probabilistic Decision Quantization for Structured Pruning in Large Language Models
NAACL 2025
RankAdaptor: Hierarchical Rank Allocation for Efficient Fine-Tuning Pruned LLMs via Performance Model
NAACL 2025
Behavior Generation with Latent Actions
ICML 2024
BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models
NeurIPS 2024
High-fidelity Person-centric Subject-to-Image Synthesis
CVPR 2024
From Play to Policy: Conditional Behavior Generation from Uncurated Robot Data
ICLR 2023
Multi-View MOOC Quality Evaluation via Information-Aware Graph Representation Learning
AAAI 2023
Robustness-Aware Word Embedding Improves Certified Robustness to Adversarial Word Substitutions
ACL 2023