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Bang Liu — most-cited papers & profile · Multimodal
← authors
·
overview
Bang Liu
21
papers ·
49
citations ·
17
h-index
Xingx (China)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Data Interpreter: An LLM Agent For Data Science
2024 · 22 citations
Data Interpreter: An LLM Agent For Data Science
2024 · 11 citations
Imperfect also Deserves Reward: Multi-Level and Sequential Reward Modeling for Better Dialog Management
2021 · 6 citations
LLMs for Bayesian Optimization in Scientific Domains: Are We There Yet?
2025 · 4 citations
GOAt: Explaining Graph Neural Networks via Graph Output Attribution
2024 · 2 citations
Encoder-Decoder Neural Architecture Optimization for Keyword Spotting
2021 · 1 citations
OPEx: A Component-Wise Analysis of LLM-Centric Agents in Embodied Instruction Following
2024 · 1 citations
EiG-Search: Generating Edge-Induced Subgraphs for GNN Explanation in Linear Time
2024 · 1 citations
MAPO: Boosting Large Language Model Performance with Model-Adaptive Prompt Optimization
2024 · 1 citations
Evolving Programmatic Skill Networks
2026
Mem-π: Adaptive Memory through Learning When and What to Generate
2026
Harnessing Agentic Evolution
2026
Co-Evolution of Policy and Internal Reward for Language Agents
2026
InfoPO: Information-Driven Policy Optimization for User-Centric Agents
2026
AOrchestra: Automating Sub-Agent Creation for Agentic Orchestration
2026
Topics
Training Techniques
Evaluation
Orchestration
Vision-Language
cs.AI
GNN Architectures
Theory & Expressivity
Fine-Tuning
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