Liu, Ollie
- Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems
2025/03/31 by Bang Liu, Liu, Bang, Xinfeng Li +95 · 13 voices · 36 citations
Computer Science · #Reinforcement Learning in Robotics
- How does GPT-2 compute greater-than?: Interpreting mathematical abilities in a pre-trained language model
2023/04/30 by Hanna, Michael, Liu, Ollie, Variengien, Alexandre · 23 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Resa: Transparent Reasoning Models via SAEs
2025/06/11 by Wang, Shangshang, Asilis, Julian, Akgül, Ömer Faruk +4 · 4 voices · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Game-theoretic LLM: Agent Workflow for Negotiation Games
2024/11/08 by Wenyue Hua, Ollie Liu, Hua, Wenyue +21 · 13 citations
Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computation and Language (cs.CL) #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA)
- IsoBench: Benchmarking Multimodal Foundation Models on Isomorphic Representations
2024/04/01 by Fu, Deqing, Guo, Ruohao, Khalighinejad, Ghazal +5 · 7 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Zebra-CoT: A Dataset for Interleaved Vision Language Reasoning
2025/07/22 by Ang Li, Li, Ang, Charles Wang +21 · 1 voice · 14 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CL #cs.CV #cs.LG
- Interpretable Diffusion via Information Decomposition
2023/10/12 by Kong, Xianghao, Liu, Ollie, Li, Han +2 · 5 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG)
- DeLLMa: Decision Making Under Uncertainty with Large Language Models
2024/02/04 by Ollie Liu, Liu, Ollie, Deqing Fu +5 · 5 citations
Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
- Tina: Tiny Reasoning Models via LoRA
2025/04/22 by Shangshang Wang, Wang, Shangshang, Julian Asilis +9 · 4 citations
Computer Science · #Machine Learning and Data Classification #Human Pose and Action Recognition #Neural Networks and Applications
- Textual Steering Vectors Can Improve Visual Understanding in Multimodal Large Language Models
2025/05/20 by Gan, Woody Haosheng, Fu, Deqing, Asilis, Julian +5 · 4 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- MatViX: Multimodal Information Extraction from Visually Rich Articles
2024/10/27 by Ghazal Khalighinejad, Khalighinejad, Ghazal, Scott, Sharon +10 · 2 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Semantic Web and Ontologies
- Euclid: Supercharging Multimodal LLMs with Synthetic High-Fidelity Visual Descriptions
2024/12/11 by Jiarui Zhang, Zhang, Jiarui, Ollie Liu +7 · 2 citations
Computer Science · #Natural Language Processing Techniques #Video Analysis and Summarization
- AION-1: Omnimodal Foundation Model for Astronomical Sciences
2025/10/20 by Liam Parker, Parker, Liam, François Lanusse +51 · 2 citations
Physics and Astronomy · #Astronomy and Astrophysical Research #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Gamma-ray bursts and supernovae #Instrumentation and Methods for Astrophysics (astro-ph.IM)
- METAGENE-1: Metagenomic Foundation Model for Pandemic Monitoring
2025/01/03 by Ollie Liu, Liu, Ollie, Sami Jaghouar +11 · 1 voice · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Genetics, Bioinformatics, and Biomedical Research #Genomics (q-bio.GN) #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.LG #q-bio.GN