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Tianyi Zhou — most-cited papers & profile · AI Agents
← authors
·
overview
Tianyi Zhou
26
papers ·
84
citations ·
36
h-index
King University · Peking University · University of Maryland, College Park
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Most-cited papers
TrustLLM: Trustworthiness in Large Language Models
2024 · 53 citations
Vision-Zero: Scalable VLM Self-Improvement via Strategic Gamified Self-Play
2025 · 20 citations
DynaSaur: Large Language Agents Beyond Predefined Actions
2024 · 2 citations
Skip a Layer or Loop It? Learning Program-of-Layers in LLMs
2026
History-Conditioned Spatio-Temporal Visual Token Pruning for Efficient Vision-Language Navigation
2026
WestWorld: A Knowledge-Encoded Scalable Trajectory World Model for Diverse Robotic Systems
2026
Vision-Zero: Scalable VLM Self-Improvement via Strategic Gamified Self-Play
2025
Efficient Reinforcement Finetuning via Adaptive Curriculum Learning
2025
Towards Visual Text Grounding of Multimodal Large Language Model
2025
False Correlation Reduction for Offline Reinforcement Learning
2021
Confidence-Controlled Exploration: Efficient Sparse-Reward Policy Learning for Robot Navigation
2023
Confidence-Controlled Exploration: Efficient Sparse-Reward Policy Learning for Robot Navigation
2023
Personalized Federated Collaborative Filtering: A Variational AutoEncoder Approach
2024
Personalized Federated Collaborative Filtering: A Variational AutoEncoder Approach
2024
AutoBench-V: Can Large Vision-Language Models Benchmark Themselves?
2024
Topics
Efficiency
Control
Vision-Language Models
Visual QA & Reasoning
Exploration
Code Models
Code Generation
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