Zhenning Shi
3 papers · 2024–2025 · 2 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(2)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(11)
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Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
EMNLP (2)
NIPS (1)
Top co-authors
Keywords
unsupervised learning
(1)
image restoration
(1)
self-supervised learning
(1)
chain-of-thought reasoning
(1)
confidence calibration
(1)
adaptive sampling
(1)
computational efficiency
(1)
image processing
(1)
collaborative inference
(1)
denoising diffusion
(1)
inference efficiency
(1)
speculative decoding
(1)
residual learning
(1)
reverse diffusion
(1)
reasoning efficiency
(1)
step-level verification
(1)
reasoning under uncertainty
(1)
llm inference
(1)
inference latency reduction
(1)
Papers
Reasoning under Uncertainty: Efficient LLM Inference via Unsupervised Confidence Dilution and Convergent Adaptive Sampling
EMNLP 2025
SpecCoT: Accelerating Chain-of-Thought Reasoning through Speculative Exploration
EMNLP 2025
Resfusion: Denoising Diffusion Probabilistic Models for Image Restoration Based on Prior Residual Noise
NIPS 2024