Awesome AI Agents
📄
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
Sheldon Yu — most-cited papers & profile · AI Agents
← authors
·
overview
Sheldon Yu
7
papers ·
12
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
CTRLS: Chain-of-Thought Reasoning via Latent State-Transition
2025 · 12 citations
Can We Break LLMs Out of Self-Loops? Fine-Grained Reasoning Control with Activation Steering
2026
A Low-Latency Fraud Detection Layer for Detecting Adversarial Interaction Patterns in LLM-Powered Agents
2026
OLIVIA: Online Learning via Inference-time Action Adaptation for Decision Making in LLM ReAct Agents
2026
Top co-authors
Gagan Mundada
· 1
Hanqing Guo
· 1
Jiawei Han
· 1
Jingbo Shang
· 1
Jingbo Shang
· 1
Julian McAuley
· 1
Julian McAuley
· 1
Julian McAuley
· 1
Junda Wu
· 1
Junda Wu
· 1
Junda Wu
· 1
Lina Yao
· 1
Topics
Evaluation
Safety
Tool Use
Code Agents
Browser Agents
Multi-Agent
Planning
Benchmarks