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Shengyu Zhang — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Shengyu Zhang
44
papers ·
456
citations ·
15
h-index
Zhejiang University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
InfiGUI-R1: Advancing Multimodal GUI Agents from Reactive Actors to Deliberative Reasoners
2025 · 114 citations
DeskCraft: Benchmarking Desktop Agents on Professional Workflows and Human-in-the-Loop Collaboration
2026
CORE: Code-based Inverse Self-Training Framework with Graph Expansion for Virtual Agents
2026
Graph2Eval: Automatic Multimodal Task Generation for Agents via Knowledge Graphs
2025
GUI-PRA: Process Reward Agent for GUI Tasks
2025
InfiGUI-G1: Advancing GUI Grounding with Adaptive Exploration Policy Optimization
2025
Mixture of Reasonings: Teach Large Language Models to Reason with Adaptive Strategies
2025
InfiGUIAgent: A Multimodal Generalist GUI Agent with Native Reasoning and Reflection
2025
Cascaded Self-Evaluation Augmented Training for Lightweight Multimodal LLMs
2025
Contextual Combinatorial Conservative Bandits
2019
Adaptive Double-Exploration Tradeoff for Outlier Detection
2020
Top co-authors
Xavier Hu
· 5
Fei Wu
· 4
Yuhang Liu
· 4
Congkai Xie
· 3
Hongxia Yang
· 3
Pengxiang Li
· 3
Tao Xiong
· 3
Xiaotian Han
· 3
Wenkai Wang
· 2
Xiaojin Zhang
· 2
Yurun Chen
· 2
Bingchen Miao
· 1
Topics
cs.AI
cs.CL
Exploration
cs.LG
cs.CV
cs.HC
Safe RL