Boyuan Wang
10 papers · 2021–2026 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (28) π Conference Polyglot Β· Silver
π
Grand Slam
ποΈ
Keyword Collector
(55)
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Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(6)
Machine Learning
(5)
Deep Learning
(4)
Reinforcement Learning
(4)
Learning Types Β· Machine Learning
(4)
Methods
(4)
Computer Vision
(2)
Analysis
(2)
Learning Types Β· Deep Learning
(2)
Healthcare & Medicine
(1)
Application Areas
(1)
Applications
(1)
Core Methods
(1)
Domain-Specific
(1)
Keywords
large language model
(2)
protein secondary structure prediction
(2)
video generation
(2)
offline reinforcement learning
(2)
policy evaluation
(1)
gaussian splatting
(1)
contrastive learning
(1)
knowledge distillation
(1)
multi-task learning
(1)
bert model
(1)
autonomous driving
(1)
future prediction
(1)
self-supervised learning
(1)
scene representation
(1)
state representation
(1)
importance sampling
(1)
structured sparsity
(1)
diffusion model
(1)
vision-language model
(1)
sample efficiency
(1)
Papers
Neural Differentiation in Deep Networks: A Theoretical Framework for Expressivity and Representational Diversity
CVPR 2026
SwiftVLA: Unlocking Spatiotemporal Dynamics for Lightweight VLA Models at Minimal Overhead
CVPR 2026
DriveDreamer4D: World Models Are Effective Data Machines for 4D Driving Scene Representation
CVPR 2025
HumanDreamer: Generating Controllable Human-Motion Videos via Decoupled Generation
CVPR 2025
Latent Reward: LLM-Empowered Credit Assignment in Episodic Reinforcement Learning
AAAI 2025
LLM-Empowered State Representation for Reinforcement Learning
ICML 2024
Hokoff: Real Game Dataset from Honor of Kings and its Offline Reinforcement Learning Benchmarks
NeurIPS 2023
In-sample Actor Critic for Offline Reinforcement Learning
ICLR 2023
Adaptive Residue-wise Profile Fusion for Low Homologous Protein Secondary Structure Prediction Using External Knowledge
IJCAI 2021
PSSM-Distil: Protein Secondary Structure Prediction (PSSP) on Low-Quality PSSM by Knowledge Distillation with Contrastive Learning
AAAI 2021