Liu, Minghao
- SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines
2025/02/20 by M-A-P Team, Xinrun Du, P Team +179 · 71 citations
Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences
- 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
- KOR-Bench: Benchmarking Language Models on Knowledge-Orthogonal Reasoning Tasks
2024/10/09 by Ma, Kaijing, Du, Xinrun, Wang, Yunran +9 · 20 citations
#Databases (cs.DB) #FOS: Computer and information sciences
- OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations
2024/12/10 by Ouyang, Linke, Qu, Yuan, Zhou, Hongbin +17 · 21 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- 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
- 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
- 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
- Gated Transformer Networks for Multivariate Time Series Classification
2021/03/26 by Liu, Minghao, Ren, Shengqi, Ma, Siyuan +4 · 6 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- MAP-Neo: Highly Capable and Transparent Bilingual Large Language Model Series
2024/05/29 by Ge Zhang, Zhang, Ge, Scott Qu +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
- Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL
2025/08/06 by Li, Weizhen, Lin, Jianbo, Jiang, Zhuosong +27 · 33 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- A Comparative Study on Reasoning Patterns of OpenAI's o1 Model
2024/10/17 by Siwei Wu, Zhongyuan Peng, Wu, Siwei +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
- TaskCraft: Automated Generation of Agentic Tasks
2025/06/11 by Shi, Dingfeng, Cao, Jingyi, Chen, Qianben +14 · 16 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Objaverse++: Curated 3D Object Dataset with Quality Annotations
2025/04/09 by Lin, Chendi, Liu, Heshan, Lin, Qunshu +6 · 9 citations
#68T07 #68T45 #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.10 #I.3.5 #I.3.7 #I.4.8 #I.5.1 #Machine Learning (cs.LG)
- FormalMATH: Benchmarking Formal Mathematical Reasoning of Large Language Models
2025/05/05 by Zhouliang Yu, Ruotian Peng, Yu, Zhouliang +23 · 10 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
- OmniHD-Scenes: A Next-Generation Multimodal Dataset for Autonomous Driving
2024/12/14 by Lianqing Zheng, Long Yang, Zheng, Lianqing +23 · 5 citations
Computer Science · Engineering · #Web Data Mining and Analysis #Autonomous Vehicle Technology and Safety #Data Visualization and Analytics
- Scaling Test-time Compute for LLM Agents
2025/06/15 by Zhu, King, Li, Hanhao, Wu, Siwei +12 · 12 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- CA-BERT: Leveraging Context Awareness for Enhanced Multi-Turn Chat Interaction
2024/09/05 by Minghao Liu, Mingxiu Sui, Liu, Minghao +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
- VeriGUI: Verifiable Long-Chain GUI Dataset
2025/08/06 by Liu, Shunyu, Liu, Minghao, Zhou, Huichi +29 · 7 citations
#FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- 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
- OmniVideoBench: Towards Audio-Visual Understanding Evaluation for Omni MLLMs
2025/10/12 by Li, Caorui, Chen, Yu, Ji, Yiyan +39 · 10 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Draw Like an Artist: Complex Scene Generation with Diffusion Model via Composition, Painting, and Retouching
2024/08/25 by Liu, Minghao, Zhang, Le, Tian, Yingjie +3 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization
2025/07/08 by Peng, Zhongyuan, Yao, Yifan, Ma, Kaijing +16 · 6 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- DuelGAN: A Duel Between Two Discriminators Stabilizes the GAN Training
2021/01/19 by Wei, Jiaheng, Liu, Minghao, Luo, Jiahao +3 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Automatic Dataset Construction (ADC): Sample Collection, Data Curation, and Beyond
2024/08/21 by Minghao Liu, Liu, Minghao, Zengfeng Di +29 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Data Analysis with R #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Lean4Physics: Comprehensive Reasoning Framework for College-level Physics in Lean4
2025/10/30 by Li, Yuxin, Liu, Minghao, Wang, Ruida +6 · 1 voice
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- EditReward: A Human-Aligned Reward Model for Instruction-Guided Image Editing
2025/09/30 by Wu, Keming, Jiang, Sicong, Ku, Max +3 · 8 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- MedEBench: Diagnosing Reliability in Text-Guided Medical Image Editing
2025/06/02 by Liu, Minghao, He, Zhitao, Fan, Zhiyuan +2 · 3 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- NL2Repo-Bench: Towards Long-Horizon Repository Generation Evaluation of Coding Agents
2025/12/14 by Ding, Jingzhe, Long, Shengda, Calton Pu +86 · 2 citations
Computer Science · Decision Sciences · #Advanced Software Engineering Methodologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scientific Computing and Data Management #Software Engineering Research
- PIN: A Knowledge-Intensive Dataset for Paired and Interleaved Multimodal Documents
2024/06/20 by Wang, Junjie, Zhang, Yuxiang, Liu, Minghao +19 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM)
- VideoScore2: Think before You Score in Generative Video Evaluation
2025/09/26 by He, Xuan, Jiang, Dongfu, Nie, Ping +21 · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- MetaOcc: Spatio-Temporal Fusion of Surround-View 4D Radar and Camera for 3D Occupancy Prediction with Dual Training Strategies
2025/01/26 by Yang, Long, Zheng, Lianqing, Ai, Wenjin +8 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- 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)
- 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