Wanpeng Zhang
14 papers · 2021–2026 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (35) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π Grand Slam
π€
Dynamic Duo
(10)
ποΈ
Keyword Collector
(70)
π₯
Unstoppable Β· Bronze
β‘
Prolific Year Β· Productive
π
Renaissance Researcher
(5)
π
Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(12)
Core AI
(12)
Deep Learning
(5)
Machine Learning
(5)
Reinforcement Learning
(5)
Methods
(4)
Models
(4)
Robotics
(3)
Learning Types
(3)
Optimization & Theory
(3)
Natural Language Processing
(2)
Applications Β· Robotics
(2)
Applications Β· Reinforcement Learning
(2)
Resources & Methods
(2)
Interdisciplinary
(1)
Keywords
large language model
(3)
representation learning
(2)
autonomous greenhouse
(2)
opponent modeling
(2)
model-based reinforcement learning
(2)
byte pair encoding
(2)
vision-language-action model
(2)
multi-agent system
(2)
policy optimization
(1)
prompt engineering
(1)
sample efficiency
(1)
policy learning
(1)
video understanding
(1)
object tracking
(1)
knowledge distillation
(1)
curriculum learning
(1)
reinforcement learning
(1)
energy efficiency
(1)
robot learning
(1)
language grounding
(1)
Papers
Beyond Missing Modalities: Hypergraph Conditioned Diffusion for Uncertainty-Aware Multimodal Emotion Recognition
CVPR 2026
Joint-Aligned Latent Action: Towards Scalable VLA Pretraining in the Wild
CVPR 2026
Spatial-Aware VLA Pretraining through Visual-Physical Alignment from Human Videos
CVPR 2026
From Pixels to Tokens: Byte-Pair Encoding on Quantized Visual Modalities
ICLR 2025
LLM-Based Explicit Models of Opponents for Multi-Agent Games
NAACL 2025
SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking
ICLR 2025
Unified Multimodal Understanding via Byte-Pair Visual Encoding
ICCV 2025
VideoOrion: Tokenizing Object Dynamics in Videos
ICCV 2025
AdaRefiner: Refining Decisions of Language Models with Adaptive Feedback
NAACL 2024
Tackling Non-Stationarity in Reinforcement Learning via Causal-Origin Representation
ICML 2024
Entity Divider with Language Grounding in Multi-Agent Reinforcement Learning
ICML 2023
iGrow: A Smart Agriculture Solution to Autonomous Greenhouse Control
AAAI 2022
Model-Based Opponent Modeling
NeurIPS 2022
Robust Model-based Reinforcement Learning for Autonomous Greenhouse Control
ACML 2021