Scholar
Mengkang Hu
Google Scholar ID: FhVRimUAAAAJ
University of Hong Kong
Natural Language Processing
Embodied AI
LLM Agent
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Citations & Impact
All-time
Citations
1,057
H-index
13
i10-index
16
Publications
20
Co-authors
7
list available
Contact
Email
mkhu@connect.hku.hk
CV
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GitHub
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Publications
23 items
MuSEAgent: A Multimodal Reasoning Agent with Stateful Experiences
2026
Cited
0
Gym-V: A Unified Vision Environment System for Agentic Vision Research
2026
Cited
0
Tool-Genesis: A Task-Driven Tool Creation Benchmark for Self-Evolving Language Agent
2026
Cited
0
BiManiBench: A Hierarchical Benchmark for Evaluating Bimanual Coordination of Multimodal Large Language Models
2026
Cited
0
OffSeeker: Online Reinforcement Learning Is Not All You Need for Deep Research Agents
2026
Cited
0
Agent2World: Learning to Generate Symbolic World Models via Adaptive Multi-Agent Feedback
2025
Cited
0
The Universal Landscape of Human Reasoning
2025
Cited
0
AutoPR: Let's Automate Your Academic Promotion!
2025
Cited
0
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Resume (English only)
Academic Achievements
Published multiple top-tier conference papers including KDD 2024 (AgentGen), ICLR 2024 (Tree-Planner), ACL 2025 (HiAgent, Text2World Findings), COLING 2024 (KET-QA), NeurIPS 2023 (EmbodiedGPT, Spotlight)
Reviewer for ICLR 2025 and KDD 2025 (Research Track)
National Scholarship (top 2%) in 2021
First-Class Scholarship from 2019 to 2022
MSRA Stars of Tomorrow (Award of Excellent Intern) in 2022
National First Prize in Mathematical Contest in Modeling (top 1%) in 2020
Meritorious Winner in Mathematical Contest in Modeling in 2020 and 2021
National Third Prize in The 14th International Contest of innovAtioN in 2020
Invited talk on Tree-Planner at RLChina on April 16, 2024
Co-authors
7 total
Ping Luo (羅平)
Associate Professor, The University of Hong Kong; MMLAB@HKU
Yao (Mark) Mu
Shanghai Jiao Tong University
Wenqi Shao
Researcher at Shanghai AI Laboratory
Wenhai Wang (王文海)
CUHK | Shanghai AI Laboratory | NJU
Jifeng Dai
Associate Professor of EE, Tsinghua University
Yu Qiao
Professor of Shanghai AI Laboratory; Shenzhen Institutes of Advanced Technology, CAS
Dongmei Zhang
Microsoft Research
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