Zhe Zheng
8 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (26) 🌈 Renaissance Researcher (5) 📈 Trend Setter
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Research topics
Artificial Intelligence
(8)
Core AI
(7)
Machine Learning
(3)
Natural Language Processing
(3)
Deep Learning
(2)
Generation
(2)
Learning Types
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Applications · Data Science & Analytics
(1)
Applications · Natural Language Processing
(1)
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(1)
Bayesian & Probabilistic
(1)
Domain-Specific
(1)
Keywords
theory of mind
(2)
large language model
(2)
self-supervised learning
(2)
imitation learning
(1)
text generation
(1)
multimodal learning
(1)
factual accuracy
(1)
knowledge base
(1)
image super-resolution
(1)
variational autoencoder
(1)
scaling law
(1)
multimodal large language model
(1)
uncertainty estimation
(1)
multi-turn interaction
(1)
hallucination detection
(1)
retrieval-augmented generation
(1)
spatial reasoning
(1)
visual search
(1)
spatial-temporal modeling
(1)
reinforcement learning
(1)
Papers
Embodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive Tasks
ACL 2026
Reality vs Counterfactual: Multi-World Contrastive Reinforcement Learning for Enhancing MLLM’s Theory of Mind in Egocentric Videos
AAAI 2026
Self-Supervised Uncertainty Estimation For Super-Resolution of Satellite Images
UAI 2026
AskToAct: Enhancing LLMs Tool Use via Self-Correcting Clarification
EMNLP 2025
G2LDetect: A Global-to-Local Approach for Hallucination Detection
AAAI 2025
Logic: Long-form Outline Generation via Imitative and Critical Self-refinement
EMNLP 2025
Scaling LLMs’ Social Reasoning: Sprinkle Cognitive “Aha Moment” into Fundamental Long-thought Logical Capabilities
ACL 2025
Explainable Origin-Destination Crowd Flow Interpolation via Variational Multi-Modal Recurrent Graph Auto-Encoder
AAAI 2024