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
Liheng Ma — most-cited papers & profile · AI Agents
← authors
·
overview
Liheng Ma
14
papers ·
29
citations ·
6
h-index
Mila - Quebec Artificial Intelligence Institute · McGill University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
FinSAgent: Corpus-Aligned Multi-Agent RAG Framework for Evidence-Grounded SEC Filing Question Answering
2026
From Evidence to Trajectory: Abductive Reasoning Path Synthesis for Retrieval-Augmented Generation Agents Development
2025
Omni-Thinker: Scaling Multi-Task RL in LLMs with Hybrid Reward and Task Scheduling
2025
Top co-authors
Muzhi Li
· 2
Abbas Ghaddar
· 1
Bohuai Xiao
· 1
Chaolong Jiang
· 1
Derek Li
· 1
Dingtao Hu
· 1
Dong Li
· 1
Hailin He
· 1
Hanwei Wu
· 1
Ho-fung Leung
· 1
Irwin King
· 1
Jerry Huang
· 1
Topics
Benchmarks
Planning
Multi-Agent
Evaluation
Code Agents
cs.LG
cs.AI