Yinan Zheng
9 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer π Conference Polyglot (5)
π
Renaissance Researcher
(6)
π
Grand Slam
π
Triple Crown
β‘
Prolific Year
(5)
Conferences
ICLR (3)
ICML (2)
NIPS (2)
AAAI (1)
CVPR (1)
Top co-authors
Keywords
multi-agent reinforcement learning
(1)
offline reinforcement learning
(1)
policy optimization
(1)
transfer learning
(1)
anomaly detection
(1)
medical imaging
(1)
multimodal learning
(1)
visual grounding
(1)
instruction following
(1)
robot control
(1)
reconstruction error
(1)
variational autoencoder
(1)
implicit regularization
(1)
transformer network
(1)
multimodal model
(1)
spatial transcriptomics
(1)
histology image
(1)
one-class classification
(1)
value decomposition
(1)
cross-embodiment generalization
(1)
Papers
Diffusion-Based Planning for Autonomous Driving with Flexible Guidance
ICLR 2025
Skill Expansion and Composition in Parameter Space
ICLR 2025
MEATRD: Multimodal Anomalous Tissue Region Detection Enhanced with Spatial Transcriptomics
AAAI 2025
Universal Actions for Enhanced Embodied Foundation Models
CVPR 2025
Efficient Robotic Policy Learning via Latent Space Backward Planning
ICML 2025
Safe Offline Reinforcement Learning with Feasibility-Guided Diffusion Model
ICLR 2024
Instruction-Guided Visual Masking
NIPS 2024
DecisionNCE: Embodied Multimodal Representations via Implicit Preference Learning
ICML 2024
Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularization
NIPS 2023