Awesome AI for Science
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Xin Guo — most-cited papers & profile · AI for Science
← authors
·
overview
Xin Guo
10
papers ·
2
citations ·
24
h-index
Army Medical University · Army Medical College · University of California, Berkeley
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
A General Framework for Lifelong Localization and Mapping in Changing Environment
2021 · 2 citations
AgentGym2: Benchmarking Large Language Model Agents in De-Idealized Real-World Environments
2026
QuantaAlpha: An Evolutionary Framework for LLM-Driven Alpha Mining
2026
Can RL Improve Generalization Of LLM Agents? An Empirical Study
2026
Adaptive Federated Fine-Tuning of Self-Supervised Speech Representations
2026
EvoConfig: Self-Evolving Multi-Agent Systems for Efficient Autonomous Environment Configuration
2026
Critique-RL: Training Language Models for Critiquing through Two-Stage Reinforcement Learning
2025
Enhancing Spatial Reasoning through Visual and Textual Thinking
2025
Critique-RL: Training Language Models for Critiquing through Two-Stage Reinforcement Learning
2025
FedSkel: Efficient Federated Learning on Heterogeneous Systems with Skeleton Gradients Update
2021
Topics
Evaluation
Code Agents
Multi-Agent
Reinforcement Learning
Vision-Language
Training Techniques
Benchmarks
Tool Use
Planning
Audio Understanding