Mengkang Hu
12 papers · 2022–2025 · 7 venues · across top CS/AI venues
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Research topics
Artificial Intelligence
(10)
Core AI Β· Artificial Intelligence
(10)
Natural Language Processing
(6)
Machine Learning
(4)
Applications Β· Natural Language Processing
(4)
Deep Learning
(3)
Models
(3)
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(2)
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Applications Β· Robotics
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Computer Vision
(1)
Knowledge & Reasoning
(1)
Reinforcement Learning
(1)
Core AI Β· Computer Vision
(1)
Keywords
large language model
(5)
task planning
(3)
vision-language model
(3)
benchmark evaluation
(2)
table question answering
(2)
information retrieval
(1)
knowledge base
(1)
knowledge distillation
(1)
embodied ai
(1)
working memory
(1)
visual question answering
(1)
cross-lingual alignment
(1)
mutual information
(1)
robot control
(1)
symbolic planning
(1)
code generation
(1)
robot manipulation
(1)
multimodal retrieval
(1)
knowledge graph
(1)
sequential decision
(1)
Papers
AnalogCoder: Analog Circuit Design via Training-Free Code Generation
AAAI 2025
Cross-Lingual Text-Rich Visual Comprehension: An Information Theory Perspective
AAAI 2025
EMOS: Embodiment-aware Heterogeneous Multi-robot Operating System with LLM Agents
ICLR 2025
HiAgent: Hierarchical Working Memory Management for Solving Long-Horizon Agent Tasks with Large Language Model
ACL 2025
Text2World: Benchmarking Large Language Models for Symbolic World Model Generation
ACL 2025
X-WebAgentBench: A Multilingual Interactive Web Benchmark for Evaluating Global Agentic System
ACL 2025
KET-QA: A Dataset for Knowledge Enhanced Table Question Answering
COLING 2024
Needle In A Multimodal Haystack
NeurIPS 2024
RoboCodeX: Multimodal Code Generation for Robotic Behavior Synthesis
ICML 2024
Tree-Planner: Efficient Close-loop Task Planning with Large Language Models
ICLR 2024
EmbodiedGPT: Vision-Language Pre-Training via Embodied Chain of Thought
NeurIPS 2023
TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data
EMNLP 2022