Han Zheng
5 papers · 2020–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Machine Learning
(3)
Reinforcement Learning
(3)
Methods
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Core AI
(2)
Optimization & Theory · Machine Learning
(2)
Application Areas
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
deep reinforcement learning
(2)
post-training quantization
(1)
sample efficiency
(1)
offline reinforcement learning
(1)
image generation
(1)
conformal prediction
(1)
uncertainty quantification
(1)
preference alignment
(1)
multimodal learning
(1)
policy learning
(1)
reinforcement learning from human feedback
(1)
value iteration
(1)
continuous control
(1)
off-policy learning
(1)
domain knowledge
(1)
online reinforcement learning
(1)
diffusion model
(1)
reward model
(1)
cooperative learning
(1)
heterogeneous agent
(1)
Papers
CP-Router: An Uncertainty-Aware Router Between LLM and LRM
AAAI 2026
D^2-DPM: Dual Denoising for Quantized Diffusion Probabilistic Models
AAAI 2025
FloorPlan-LLaMa: Aligning Architects’ Feedback and Domain Knowledge in Architectural Floor Plan Generation
ACL 2025
Adaptive Policy Learning for Offline-to-Online Reinforcement Learning
AAAI 2023
Cooperative Heterogeneous Deep Reinforcement Learning
NeurIPS 2020