Dongqi Han
11 papers · 2020–2025 · 4 venues · across top CS/AI venues
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π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (24)
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(3)
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Keywords
time series forecasting
(2)
diffusion model
(2)
robotic control
(2)
reinforcement learning
(2)
spiking neural network
(2)
diffusion planning
(2)
image generation
(1)
offline reinforcement learning
(1)
representation learning
(1)
text classification
(1)
decision making
(1)
function approximation
(1)
direct preference optimization
(1)
preference alignment
(1)
natural language processing
(1)
zero-shot learning
(1)
temporal alignment
(1)
information transmission
(1)
signal propagation
(1)
bayesian inference
(1)
Papers
Habitizing Diffusion Planning for Efficient and Effective Decision Making
ICML 2025
Mitigating Hallucinations in Large Vision-Language Models via DPO: On-Policy Data Hold the Key
CVPR 2025
What Makes a Good Diffusion Planner for Decision Making?
ICLR 2025
Addressing Signal Delay in Deep Reinforcement Learning
ICLR 2024
Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators
NeurIPS 2024
Efficient and Effective Time-Series Forecasting with Spiking Neural Networks
ICML 2024
Understanding and Improving Training-free Loss-based Diffusion Guidance
NeurIPS 2024
CircuitNet: A Generic Neural Network to Realize Universal Circuit Motif Modeling
ICML 2023
Variational oracle guiding for reinforcement learning
ICLR 2022
Lamina-specific neuronal properties promote robust, stable signal propagation in feedforward networks
NeurIPS 2020
Variational Recurrent Models for Solving Partially Observable Control Tasks
ICLR 2020