Siqi Liu

1. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
   2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1344 citations
   #cs.CL #cs.AI
2. Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model
   2025/02/14 by Guoqing Ma, Ma, Guoqing, Haoyang Huang +235 · 4 voices · 42 citations
   Computer Science · #Video Coding and Compression Technologies #cs.CL #cs.CV
3. From Motor Control to Team Play in Simulated Humanoid Football
   2021/05/25 by Siqi Liu, Guy Lever, Liu, Siqi +45 · 2 voices · 7 citations
   Computer Science · Economics, Econometrics and Finance · Psychology · #Action Observation and Synchronization #Human Pose and Action Recognition #Sports Analytics and Performance #cs.AI #cs.MA #cs.NE #cs.RO
4. A Performance Survey on Stack-based and Register-based Virtual Machines
   2016/11/02 by Ruijie Fang, Fang, Ruijie, Siqi Liu +1 · 3 voices
   #cs.PL
5. Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
   2025/02/17 by Ailin Huang, Huang, Ailin, Boyong Wu +299 · 1 voice · 35 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Human-Computer Interaction (cs.HC) #Sound (cs.SD) #Speech and dialogue systems #cs.AI #cs.CL #cs.HC #cs.SD #eess.AS #electronic engineering #information engineering
6. PRISM: A Multi-Modal Generative Foundation Model for Slide-Level Histopathology
   2024/05/16 by George Shaikovski, Shaikovski, George, Adam Casson +41 · 18 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #AI in cancer detection #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
7. Virchow: A Million-Slide Digital Pathology Foundation Model
   2023/09/14 by Eugene Vorontsov, Vorontsov, Eugene, Alican Bozkurt +52 · 13 citations
   Computer Science · Medicine · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #Digital Imaging for Blood Diseases
8. Steering Language Models with Game-Theoretic Solvers
   2024/01/24 by Ian Gemp, Gemp, Ian, Roma Patel +15 · 3 voices · 7 citations
   Computer Science · #Natural Language Processing Techniques
9. V-MPO: On-Policy Maximum a Posteriori Policy Optimization for Discrete and Continuous Control
   2019/09/26 by Hao Song, Abbas Abdolmaleki, Song, H. Francis +25 · 6 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Single-cell and spatial transcriptomics #Zebrafish Biomedical Research Applications
10. Step-Audio 2 Technical Report
    2025/07/22 by Boyong Wu, Wu, Boyong, Chao Yan +194 · 33 citations
    Computer Science · Psychology · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Emotion and Mood Recognition #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
11. EDIS: Entity-Driven Image Search over Multimodal Web Content
    2023/05/23 by Siqi Liu, Weixi Feng, Liu, Siqi +6 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications
12. The Hodge-FVH Correspondence
    2019/06/17 by Siqi Liu, Di Yang, Liu, Si-Qi +5 · 2 citations
    Mathematics · Computer Science · #Algebraic Geometry and Number Theory #Algebraic structures and combinatorial models #Polynomial and algebraic computation
13. Updating the first CHIME/FRB catalog of fast radio bursts with baseband data
    2023/10/31 by FRB Collaboration, M. Amiri, Amiri, Mandana +113 · 4 citations
    Earth and Planetary Sciences · Physics and Astronomy · #Earthquake Detection and Analysis #FOS: Physical sciences #High Energy Astrophysical Phenomena (astro-ph.HE) #Ionosphere and magnetosphere dynamics #earthquake and tectonic studies
14. Generalized Frobenius Manifolds with Non-flat Unity and Integrable Hierarchies
    2022/09/01 by Siqi Liu, Liu, Si-Qi, Haonan Qu +3 · 3 citations
    Mathematics · Physics and Astronomy · #Advanced Algebra and Geometry #Algebraic structures and combinatorial models #Differential Geometry (math.DG) #Exactly Solvable and Integrable Systems (nlin.SI) #FOS: Mathematics #FOS: Physical sciences #Mathematical Physics (math-ph) #Nonlinear Waves and Solitons
15. Diffusion-based Data Augmentation for Nuclei Image Segmentation
    2023/10/22 by Xinyi Yu, Guanbin Li, Yu, Xinyi +11 · 3 citations
    Computer Science · Engineering · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
16. Re-evaluating Open-ended Evaluation of Large Language Models
    2025/02/27 by Siqi Liu, Liu, Siqi, Ian Gemp +9 · 1 voice · 5 citations
    #cs.GT #cs.CL #cs.LG #stat.ML
17. Drug-Target Interaction Prediction with Graph Attention networks
    2021/07/10 by Haiyang Wang, Wang, Haiyang, Guangyu Zhou +7 · 1 citation
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Computational Drug Discovery Methods #Bioinformatics and Genomic Networks #Protein Structure and Dynamics
18. Turbocharging Solution Concepts: Solving NEs, CEs and CCEs with Neural Equilibrium Solvers
    2022/10/17 by Luke Marris, Marris, Luke, Ian Gemp +9 · 1 citation
    Computer Science · Economics, Econometrics and Finance · #Reinforcement Learning in Robotics #Sports Analytics and Performance #Artificial Intelligence in Games
19. NeuPL: Neural Population Learning
    2022/02/15 by Siqi Liu, Luke Marris, Liu, Siqi +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Topic Modeling
20. Local and global expansion in random geometric graphs
    2022/10/01 by Siqi Liu, Sidhanth Mohanty, Liu, Siqi +5 · 1 citation
    Computer Science · Mathematics · #Topological and Geometric Data Analysis #Geometry and complex manifolds #Markov Chains and Monte Carlo Methods
21. Developing, Evaluating and Scaling Learning Agents in Multi-Agent Environments
    2022/09/22 by Ian Gemp, Gemp, Ian, T Anthony +51 · 1 citation
    Computer Science · #Reinforcement Learning in Robotics
22. Beyond Object Recognition: A New Benchmark towards Object Concept Learning
    2022/12/06 by Yong–Lu Li, Li, Yong-Lu, Yue Xu +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Multimodal Machine Learning Applications
23. Step-Audio-AQAA: a Fully End-to-End Expressive Large Audio Language Model
    2025/06/10 by Ailin Huang, Bingxin Li, Huang, Ailin +143 · 4 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
24. The extended Ablowitz-Ladik hierarchy and a generalized Frobenius manifold
    2024/04/13 by Siqi Liu, Yuewei Wang, Liu, Si-Qi +3 · 1 citation
    Mathematics · Physics and Astronomy · #Advanced Algebra and Geometry #FOS: Physical sciences #Homotopy and Cohomology in Algebraic Topology #Mathematical Physics (math-ph) #Nonlinear Waves and Solitons
25. Deviation Ratings: A General, Clone-Invariant Rating Method
    2025/02/17 by Luke Marris, Siqi Liu, Marris, Luke +7 · 2 voices · 1 citation
    #cs.GT #cs.CL #cs.MA #stat.OT
26. OmniScreen model predictions and evaluation of the MSK and TCGA datasets
    2024/08/18 by Yi Kan Wang, L. Trlifaj Tydlitatova, Wang, Yi Kan +25 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Genetics, Bioinformatics, and Biomedical Research #Image and Video Processing (eess.IV) #Quantitative Methods (q-bio.QM) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
27. Dynamic Frequency-Adaptive Knowledge Distillation for Speech Enhancement
    2025/02/07 by Xinyu Yuan, Siqi Liu, Yuan, Xihao +9 · 2 citations
    Computer Science · Engineering · #Advanced Adaptive Filtering Techniques #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
28. Convex Markov Games: A New Frontier for Multi-Agent Reinforcement Learning
    2024/10/22 by Ian Gemp, Gemp, Ian, Andreas Haupt +7 · 1 citation
    Decision Sciences · Social Sciences · #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #Evolutionary Game Theory and Cooperation #FOS: Computer and information sciences #Game Theory and Applications #Multiagent Systems (cs.MA)
29. Paradoxes of Game Theoretic Equilibria and Price of Anarchy
    2026/07/13 by Georgios Piliouras, Ian Gemp, Siqi Liu +1 · 2 voices
    #cs.GT #cs.LG #cs.MA #math.DS #math.OC
30. Multi-Sensor 3D Object Box Refinement for Autonomous Driving
    2019/09/11 by Peiliang Li, Li, Peiliang, Siqi Liu +3 · 1 citation
    Computer Science · Engineering · Environmental Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications #Robotics and Sensor-Based Localization
31. What Makes Graph Unified? Principles and Generative Sliding-Window Transformer for Graph Foundation Models
    2026/07/30 by Dongxiao He, Siqi Liu, Jitao Zhao +3
    Computer Science · #cs.LG