Dongzhou Cheng
3 papers · 2025–2026 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌍
Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
AAAI (1)
ACL (1)
EMNLP (1)
Top co-authors
Keywords
mixture of expert
(2)
contrastive learning
(1)
reinforcement learning
(1)
few-shot learning
(1)
human activity recognition
(1)
knowledge distillation
(1)
time series
(1)
sensor datum
(1)
commonsense reasoning
(1)
expert pruning
(1)
large language model
(1)
neural network
(1)
sparse expert
(1)
query refinement
(1)
neuron-level reconstruction
(1)
retraining-free pruning
(1)
reasoning elicitation
(1)
model compression
(1)
curriculum mechanism
(1)
Papers
DeepSenseMoE: Harnessing Power of Time Series Foundation Models for Few-Shot Human Activity Recognition
AAAI 2026
One Refiner to Unlock Them All: Inference-Time Reasoning Elicitation via Reinforcement Query Refinement
ACL 2026
Dropping Experts, Recombining Neurons: Retraining-Free Pruning for Sparse Mixture-of-Experts LLMs
EMNLP 2025