Minghao Liu

1. SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines
   2025/02/20 by M-A-P Team, Xinrun Du, P Team +179 · 69 citations
   Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences
2. MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix
   2025/05/19 by Ziyang Ma, Ma, Ziyang, Yinghao Ma +62 · 49 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
3. YuE: Scaling Open Foundation Models for Long-Form Music Generation
   2025/03/11 by Ruibin Yuan, Yuan, Ruibin, Lin, Hanfeng +110 · 23 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
4. Reverse-Engineered Reasoning for Open-Ended Generation
   2025/09/07 by Haozhe Wang, Haoran Que, Wang, Haozhe +21 · 3 voices · 9 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques
5. AutoKaggle: A Multi-Agent Framework for Autonomous Data Science Competitions
   2024/10/27 by Ziming Li, Li, Ziming, Qianbo Zang +25 · 16 citations
   Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Sports Analytics and Performance
6. MAP-Neo: Highly Capable and Transparent Bilingual Large Language Model Series
   2024/05/29 by Ge Zhang, Scott Qu, Zhang, Ge +87 · 10 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
7. A Comparative Study on Reasoning Patterns of OpenAI's o1 Model
   2024/10/17 by Siwei Wu, Wu, Siwei, Zhongyuan Peng +31 · 7 citations
   Business, Management and Accounting · Computer Science · #Advanced Database Systems and Queries #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
8. FormalMATH: Benchmarking Formal Mathematical Reasoning of Large Language Models
   2025/05/05 by Zhouliang Yu, Yu, Zhouliang, Ruotian Peng +23 · 10 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
9. OmniHD-Scenes: A Next-Generation Multimodal Dataset for Autonomous Driving
   2024/12/14 by Lianqing Zheng, Zheng, Lianqing, Long Yang +23 · 5 citations
   Computer Science · Engineering · #Web Data Mining and Analysis #Autonomous Vehicle Technology and Safety #Data Visualization and Analytics
10. CA-BERT: Leveraging Context Awareness for Enhanced Multi-Turn Chat Interaction
    2024/09/05 by Minghao Liu, Liu, Minghao, Mingxiu Sui +7 · 3 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Communication and Language #FOS: Computer and information sciences #Personal Information Management and User Behavior #Speech and dialogue systems
11. OAgents: An Empirical Study of Building Effective Agents
    2025/06/17 by He Zhu, Tianrui Qin, Zhu, He +42 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing #Multi-Agent Systems and Negotiation #Reinforcement Learning in Robotics
12. ChartNet: A Million-Scale, High-Quality Multimodal Dataset for Robust Chart Understanding
    2026/03/28 by Jovana Kondic, Pengyuan Li, Dhiraj Joshi +24 · 1 voice
    #cs.CV #cs.AI #cs.CL
13. Automatic Dataset Construction (ADC): Sample Collection, Data Curation, and Beyond
    2024/08/21 by Minghao Liu, Zengfeng Di, Liu, Minghao +29 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Data Analysis with R #FOS: Computer and information sciences #Machine Learning (cs.LG)
14. Scalable Knowledge Refactoring using Constrained Optimisation
    2024/08/21 by Minghao Liu, David M. Cerna, Liu, Minghao +5 · 1 citation
    Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Logic in Computer Science (cs.LO)
15. Environment Scaling for Interactive Agentic Experience Collection: A Survey
    2025/11/12 by Yuchen Huang, Huang, Yuchen, Sijia Li +13 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Reinforcement Learning in Robotics
16. Reward-Free Evolving Agents via Pairwise Validator
    2026/07/15 by Minghao Liu, Yu Wang, Jiayun Wang +1
    #cs.AI