Yao He
10 papers · 2024–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (24) 💎 Century Club · Bronze ⚡ Prolific Year · Productive
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(4)
Application Areas
(4)
Artificial Intelligence
(3)
Natural Language Processing
(3)
Core AI
(3)
Resources & Methods
(3)
Computer Vision
(2)
Architectures
(2)
Learning Types
(2)
Models
(2)
Reinforcement Learning
(1)
Robotics
(1)
Applications · Natural Language Processing
(1)
Applications · Reinforcement Learning
(1)
Keywords
parameter-efficient fine-tuning
(3)
vector quantization
(2)
expert routing
(2)
mixture of expert
(2)
topic modeling
(1)
chain-of-thought reasoning
(1)
sim-to-real transfer
(1)
nearest neighbor search
(1)
knowledge distillation
(1)
image modeling
(1)
collision avoidance
(1)
latent variable
(1)
cross-modal alignment
(1)
lora fine-tuning
(1)
policy adaptation
(1)
low-rank adaptation
(1)
humanoid robot
(1)
domain generalization
(1)
zero-shot evaluation
(1)
representation learning
(1)
Papers
Balanced Knowledge Distillation for Large Language Models with Mix-of-Experts
AAAI 2026
Capability Decomposition for Unified Information Extraction via Hierarchical Mixture-of-Experts
ACL 2026
Exploring Layer Activation Dynamic of CoT via Knowledge Probe
ACL 2026
Optimizing LoRA Allocation of MoE with the Alignment of Topic Correlation
AAAI 2026
S2FT: Parameter-Efficient Fine-Tuning in Sparse Spectrum Domain
CVPR 2026
Demonstrating ViSafe: Vision-enabled Safety for High-speed Detect and Avoid
RSS 2025
Robot Trains Robot: Automatic Real-World Policy Adaptation and Learning for Humanoids
CoRL 2025
Stem-OB: Generalizable Visual Imitation Learning with Stem-Like Convergent Observation through Diffusion Inversion
ICLR 2025
Towards Improved Text-Aligned Codebook Learning: Multi-Hierarchical Codebook-Text Alignment with Long Text
CVPR 2025
Codebook Transfer with Part-of-Speech for Vector-Quantized Image Modeling
CVPR 2024