Sotabase

Career

· Founder, Eigent AI2025–
· Postdoctoral Researcher, University of Oxford2024–2024
· Founder, CAMEL-AI.org2023–
· PhD Intern First Intern, Kumo.AI2022–2023
· Visiting Researcher, ETH Zürich2021–2021
· PhD Research Intern, Intel Labs2020–2021
· Research Intern, SenseTime Group Limited2017–2017
· Research Intern, Unisound2016–2016

Publications (29)

DeepGCNs: Can GCNs Go As Deep As CNNs?
IEEE International Conference on Computer Vision · 2019
1,528
cited
CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Neural Information Processing Systems · 2023
1,028
cited
CAMEL: Communicative Agents for "Mind" Exploration of Large Scale Language Model Society
arXiv.org · 2023
352
cited
Training Graph Neural Networks with 1000 Layers
International Conference on Machine Learning · 2021
282
cited
PU-GCN: Point Cloud Upsampling using Graph Convolutional Networks
Computer Vision and Pattern Recognition · 2019
243
cited
SGAS: Sequential Greedy Architecture Search
Computer Vision and Pattern Recognition · 2019
207
cited
DeepGCNs: Making GCNs Go as Deep as CNNs
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2019
195
cited
Robust Optimization as Data Augmentation for Large-scale Graphs
Computer Vision and Pattern Recognition · 2020
101
cited
Mindstorms in Natural Language-Based Societies of Mind
Computational Visual Media · 2023
100
cited
How To Not Train Your Dragon: Training-free Embodied Object Goal Navigation with Semantic Frontiers
Robotics: Science and Systems · 2023
80
cited
Diffusion-Based Scene Graph to Image Generation with Masked Contrastive Pre-Training
arXiv.org · 2022
72
cited
Can Large Language Model Agents Simulate Human Trust Behaviors?
Neural Information Processing Systems · 2024
69
cited
OASIS: Open Agent Social Interaction Simulations with One Million Agents
arXiv.org · 2024
69
cited
OIL: Observational Imitation Learning
Robotics: Science and Systems · 2018
45
cited
Brave the Wind and the Waves: Discovering Robust and Generalizable Graph Lottery Tickets
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2023
34
cited
CRAB: Cross-environment Agent Benchmark for Multimodal Language Model Agents
Annual Meeting of the Association for Computational Linguistics · 2024
32
cited
DeeperGCN: Training Deeper GCNs With Generalized Aggregation Functions
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2023
23
cited
Learning a Controller Fusion Network by Online Trajectory Filtering for Vision-Based UAV Racing
2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2019
14
cited
Leveraging 2D molecular graph pretraining for improved 3D conformer generation with graph neural networks
Computers and Chemical Engineering · 2024
11
cited
Teaching UAVs to Race With Observational Imitation Learning
arXiv.org · 2018
10
cited
Sotabase
Guohao Li | Researcher Profile | Sotabase | Sotabase