Siyuan Zhang
9 papers · 2019–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (7) π Academic Marathon (6) π Renaissance Researcher (7) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (28)
π§
Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
CVPR (2)
NIPS (2)
AAAI (1)
EMNLP (1)
ICML (1)
IJCAI (1)
INTERSPEECH (1)
Top co-authors
Keywords
large language model
(2)
domain generalization
(1)
probability distribution
(1)
style transfer
(1)
uncertainty quantification
(1)
model calibration
(1)
medical imaging
(1)
question answering
(1)
preference optimization
(1)
multimodal learning
(1)
confidence calibration
(1)
speech enhancement
(1)
image denoising
(1)
value function
(1)
transfer learning
(1)
gradient descent
(1)
policy selection
(1)
hyperparameter tuning
(1)
diffusion model
(1)
offline reinforcement learning
(1)
Papers
STAIR: Improving Safety Alignment with Introspective Reasoning
ICML 2025
Parametric Ο-Norm Scaling Calibration
AAAI 2025
Training-free Fourier Phase Diffusion for Style Transfer
IJCAI 2025
Exploring the Generalizability of Factual Hallucination Mitigation via Enhancing Precise Knowledge Utilization
EMNLP 2025
A PID Controller Approach for Adaptive Probability-dependent Gradient Decay in Model Calibration
NIPS 2024
Exploring the Transferability of Visual Prompting for Multimodal Large Language Models
CVPR 2024
Microphone Array Generalization for Multichannel Narrowband Deep Speech Enhancement
INTERSPEECH 2021
Towards Hyperparameter-free Policy Selection for Offline Reinforcement Learning
NIPS 2021
A Poisson-Gaussian Denoising Dataset With Real Fluorescence Microscopy Images
CVPR 2019